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a/actions/comparisons-allcells/data/20_comparisons_allcells.html b/actions/comparisons-allcells/data/20_comparisons_allcells.html new file mode 100644 index 000000000..215ea85b3 --- /dev/null +++ b/actions/comparisons-allcells/data/20_comparisons_allcells.html @@ -0,0 +1,14200 @@ + + + + +20_comparisons_allcells + + + + + + + + + + + + + + + + + + + + + + + +
+
+ +
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+
In [1]:
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+
+
%load_ext autoreload
+%autoreload 2
+
+ +
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+ +
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+
In [2]:
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+
import os
+import pathlib
+import numpy as np
+import matplotlib
+import matplotlib.pyplot as plt
+import re
+import shutil
+import pandas as pd
+import scipy.stats
+from functools import reduce
+import statsmodels
+import seaborn as sns
+import exdir
+import expipe
+from distutils.dir_util import copy_tree
+import septum_mec
+import spatial_maps as sp
+import head_direction.head as head
+import septum_mec.analysis.data_processing as dp
+import septum_mec.analysis.registration
+from septum_mec.analysis.plotting import violinplot, savefig, despine
+
+from septum_mec.analysis.statistics import load_data_frames, make_paired_tables, make_statistics_table
+
+ +
+
+
+ +
+
+
+
In [3]:
+
+
+
project_path = dp.project_path()
+project = expipe.get_project(project_path)
+actions = project.actions
+
+output_path = pathlib.Path("output") / "comparisons-allcells"
+(output_path / "statistics").mkdir(exist_ok=True, parents=True)
+(output_path / "figures").mkdir(exist_ok=True, parents=True)
+
+ +
+
+
+ +
+
+
+
+

Load cell statistics and shuffling quantiles

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In [ ]:
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+
 
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+ +
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In [4]:
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+
data, labels, colors, queries = load_data_frames()
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+ +
+
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+ +
+
+ + +
+ +
+ + +
+
Number of sessions above threshold 194
+Number of animals 4
+Number of individual gridcells 139
+Number of gridcell recordings 230
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+ +
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+ +
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In [5]:
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data.keys()
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+ +
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+ +
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+ + +
+ +
Out[5]:
+ + + + +
+
Index(['action', 'baseline', 'entity', 'frequency', 'i', 'ii', 'session',
+       'stim_location', 'stimulated', 'tag', 'date', 'entity_date', 'Hz11',
+       'Hz30', 'channel_group', 'max_depth_delta', 'max_dissimilarity',
+       'unit_id', 'unit_idnum', 'unit_name', 'average_rate', 'speed_score',
+       'out_field_mean_rate', 'in_field_mean_rate', 'max_field_mean_rate',
+       'max_rate', 'sparsity', 'selectivity', 'interspike_interval_cv',
+       'burst_event_ratio', 'bursty_spike_ratio', 'gridness', 'border_score',
+       'information_rate', 'information_specificity', 'head_mean_ang',
+       'head_mean_vec_len', 'spacing', 'orientation', 'field_area',
+       'theta_score', 'unit_day', 't_e_peak', 'p_e_peak', 't_i_peak',
+       'p_i_peak', 'border_score_threshold', 'gridness_threshold',
+       'head_mean_ang_threshold', 'head_mean_vec_len_threshold',
+       'information_rate_threshold', 'speed_score_threshold', 'specificity',
+       'half_width', 'peak_to_trough', 'average_firing_rate', 'bs', 'bs_stim',
+       'bs_ctrl', 'ns_inhibited', 'ns_not_inhibited', 'gridcell',
+       'bs_not_gridcell', 'label', 'label_num', 'query', 'color', 'cell_type'],
+      dtype='object')
+
+ +
+ +
+
+ +
+
+
+
+

Calculate statistics

+
+
+
+
+
+
In [6]:
+
+
+
columns = [
+    'average_rate', 
+#     'spatial_average_rate',
+    'gridness', 
+    'sparsity', 
+    'selectivity',
+    'information_rate',
+    'information_specificity',
+    'max_rate',  
+    'interspike_interval_cv', 
+    'burst_event_ratio',  
+    'in_field_mean_rate', 
+    'out_field_mean_rate',
+    'max_field_mean_rate',
+    'specificity', 
+    'speed_score', 
+    'spacing', 
+    'field_area', 
+    'head_mean_vec_len', 
+    'border_score'
+]
+
+ +
+
+
+ +
+
+
+
In [7]:
+
+
+
results, labels = make_paired_tables(data, columns)
+
+ +
+
+
+ +
+
+
+
In [8]:
+
+
+
results['gridcell']['average_rate']
+
+ +
+
+
+ +
+
+ + +
+ +
Out[8]:
+ + + +
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
entityunit_idnumchannel_groupdateBaseline I11 HzBaseline II30 Hz
51183380207197.900527NaNNaNNaN
85183313020719NaN5.4153616.4568829.526984
86183314020719NaN16.68111216.498883NaN
58183323020061916.171078NaNNaNNaN
1271833260200619NaNNaN6.9901176.953565
...........................
13918498354150319NaNNaNNaN3.680061
43184985156031923.736187NaNNaNNaN
65184993272802195.661950NaNNaNNaN
7418499377280219NaN9.485790NaNNaN
10518499397280219NaNNaN12.721755NaN
+

137 rows × 8 columns

+
+
+ +
+ +
+
+ +
+
+
+
In [9]:
+
+
+
# TODO: control for information rate
+
+ +
+
+
+ +
+
+
+
+

Create nice table

+
+
+
+
+
+
In [10]:
+
+
+
stat = {}
+stat_values = {}
+for cell_type, result in results.items():
+    stat[cell_type], stat_values[cell_type] = make_statistics_table(result, labels)
+
+ +
+
+
+ +
+
+
+
In [11]:
+
+
+
stat['gridcell'].T
+
+ +
+
+
+ +
+
+ + +
+ +
Out[11]:
+ + + +
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Baseline I11 HzBaseline II30 HzLMM Baseline I - 11 HzLMM Baseline I - Baseline IILMM Baseline I - 30 HzLMM 11 Hz - Baseline IILMM 11 Hz - 30 HzLMM Baseline II - 30 Hz
Average rate9.8e+00 ± 9.3e-01 (63)1.1e+01 ± 1.0e+00 (56)1.0e+01 ± 1.0e+00 (46)8.5e+00 ± 1.1e+00 (35)6.9e-01, -6.0e-018.2e-01, 3.1e-018.4e-01, 3.3e-015.1e-01, 5.9e-016.2e-01, -1.2e+006.8e-01, -5.1e-01
Gridness3.7e-01 ± 5.6e-02 (63)4.0e-01 ± 5.1e-02 (56)5.3e-01 ± 3.7e-02 (46)5.7e-01 ± 4.9e-02 (35)8.5e-01, -2.8e-02NaN4.1e-01, -1.5e-012.2e-01, 1.5e-013.2e-01, 1.2e-018.6e-01, -2.7e-02
Sparsity6.6e-01 ± 2.4e-02 (63)7.1e-01 ± 3.1e-02 (56)6.6e-01 ± 3.2e-02 (46)6.4e-01 ± 3.7e-02 (35)2.5e-01, -2.6e-029.3e-01, -5.2e-035.0e-01, -4.1e-027.5e-02, -2.5e-02NaN5.8e-01, -1.9e-02
Selectivity5.3e+00 ± 4.3e-01 (63)5.4e+00 ± 5.9e-01 (56)6.2e+00 ± 6.7e-01 (46)6.8e+00 ± 6.7e-01 (35)4.1e-01, 1.9e-016.6e-01, 6.6e-015.5e-01, -9.3e-013.8e-01, 3.7e-011.6e-01, 1.1e+009.3e-01, 4.1e-02
Information rate1.4e+00 ± 8.6e-02 (63)9.3e-01 ± 6.9e-02 (56)1.3e+00 ± 1.0e-01 (46)1.1e+00 ± 1.1e-01 (35)1.7e-02, 4.0e-014.3e-02, -9.7e-024.3e-06, 3.0e-011.0e-01, 3.3e-011.6e-01, 2.5e-019.5e-01, 2.7e-02
Information specificity2.5e-01 ± 3.4e-02 (63)2.2e-01 ± 4.5e-02 (56)2.3e-01 ± 3.4e-02 (46)2.4e-01 ± 3.8e-02 (35)NaN2.3e-01, -3.0e-026.4e-01, 2.0e-023.2e-01, 5.6e-022.2e-01, 5.6e-023.3e-01, 2.0e-02
Max rate3.6e+01 ± 2.1e+00 (63)3.6e+01 ± 2.2e+00 (56)4.2e+01 ± 2.4e+00 (46)3.7e+01 ± 2.5e+00 (35)7.6e-01, 1.3e+003.4e-01, 3.3e+007.8e-01, 1.9e+001.7e-01, 5.5e+009.6e-02, 6.5e+007.2e-01, 1.7e+00
Interspike interval cv2.2e+00 ± 8.9e-02 (63)2.0e+00 ± 1.4e-01 (56)2.2e+00 ± 8.0e-02 (46)2.3e+00 ± 1.1e-01 (35)8.3e-02, 1.7e-01NaN8.3e-01, 5.5e-02NaN9.4e-02, 4.1e-019.6e-01, 1.4e-02
Burst event ratio2.3e-01 ± 1.1e-02 (63)2.3e-01 ± 1.2e-02 (56)2.3e-01 ± 1.1e-02 (46)1.8e-01 ± 1.2e-02 (35)7.7e-01, -4.8e-037.4e-01, -1.1e-024.7e-03, 5.7e-027.7e-01, 3.5e-03NaN1.3e-02, 3.9e-02
In-field mean rate1.5e+01 ± 1.2e+00 (63)1.6e+01 ± 1.3e+00 (56)1.7e+01 ± 1.2e+00 (46)1.3e+01 ± 1.3e+00 (35)9.7e-01, -6.9e-027.5e-01, 4.7e-013.6e-01, 1.8e+004.6e-01, 1.2e+006.9e-01, -9.9e-016.7e-01, 5.9e-01
Out-field mean rate7.3e+00 ± 7.9e-01 (63)8.8e+00 ± 9.0e-01 (56)7.8e+00 ± 8.6e-01 (46)6.0e+00 ± 8.7e-01 (35)5.1e-01, -7.0e-017.3e-01, 3.3e-016.5e-01, 6.8e-017.3e-01, 2.2e-013.1e-01, -1.9e+009.1e-01, 9.4e-02
Max-field mean rate1.2e+01 ± 1.3e+00 (35)1.1e+01 ± 1.6e+00 (31)1.7e+01 ± 2.6e+00 (33)7.8e+00 ± 1.2e+00 (19)2.6e-01, 4.1e+008.9e-01, 1.3e+001.0e+00, -1.6e-023.8e-01, 5.3e+00NaN9.8e-01, -2.2e-01
Specificity4.2e-01 ± 2.9e-02 (63)3.9e-01 ± 3.5e-02 (56)4.3e-01 ± 3.1e-02 (46)4.7e-01 ± 4.0e-02 (35)2.0e-01, 2.6e-029.3e-01, -1.0e-025.5e-01, 4.1e-025.9e-01, 2.4e-024.2e-01, 4.5e-027.6e-01, -1.5e-02
Speed score1.1e-01 ± 1.1e-02 (63)9.4e-02 ± 1.2e-02 (56)8.7e-02 ± 8.0e-03 (46)7.4e-02 ± 9.9e-03 (35)5.4e-01, 1.3e-026.8e-01, 9.4e-035.6e-01, 3.3e-021.5e-01, 3.6e-028.4e-01, 1.7e-02NaN
Spacing5.6e-01 ± 2.0e-02 (63)5.4e-01 ± 2.0e-02 (56)5.2e-01 ± 1.6e-02 (46)4.9e-01 ± 1.5e-02 (35)3.0e-01, 3.5e-024.4e-01, -2.9e-022.2e-01, 6.5e-027.1e-01, 8.8e-031.7e-01, -4.1e-021.5e-01, 2.5e-02
Field area4.5e-01 ± 7.6e-03 (63)4.3e-01 ± 7.8e-03 (56)4.4e-01 ± 8.6e-03 (46)4.4e-01 ± 9.3e-03 (35)2.3e-01, 1.5e-026.6e-01, -7.3e-037.8e-01, -6.6e-034.5e-01, 2.2e-038.6e-01, -2.6e-039.0e-01, 1.2e-03
Head mean vec len8.7e-02 ± 8.5e-03 (63)7.7e-02 ± 8.6e-03 (56)6.7e-02 ± 7.1e-03 (46)8.8e-02 ± 7.9e-03 (35)7.5e-01, 6.8e-038.2e-04, -1.3e-026.7e-01, -6.8e-032.4e-01, -2.8e-028.7e-01, 2.3e-035.6e-01, -9.6e-03
Border score2.1e-01 ± 1.3e-02 (63)2.1e-01 ± 1.2e-02 (56)1.8e-01 ± 1.3e-02 (46)1.9e-01 ± 1.5e-02 (35)9.5e-01, -2.4e-034.9e-01, -2.9e-025.8e-01, 2.0e-025.2e-08, -3.7e-029.5e-01, -2.1e-035.8e-01, -3.6e-02
+
+
+ +
+ +
+
+ +
+
+
+
In [12]:
+
+
+
for cell_type, sta in stat.items():
+    sta.to_latex(output_path / "statistics" / f"statistics_{cell_type}.tex")
+    sta.to_csv(output_path / "statistics" / f"statistics_{cell_type}.csv")
+
+ +
+
+
+ +
+
+
+
In [13]:
+
+
+
for cell_type, cell_results in results.items():
+    for key, result in cell_results.items():
+        result.to_latex(output_path / "statistics" / f"values_{cell_type}_{key}.tex")
+        result.to_csv(output_path / "statistics" / f"values_{cell_type}_{key}.csv")
+
+ +
+
+
+ +
+
+
+
+

Cumulative density plots

+
+
+
+
+
+
In [14]:
+
+
+
title_xlabel = {
+    'information_rate': ('Spatial information','bits/s'),
+    'information_specificity': ("Spatial information specificity","bits/spike"),
+    'specificity': ("Spatial specificity", ""),
+    'average_rate': ("Average rate", "spikes/s"),
+#     'spatial_average_rate': ("Spatial average rate", "spikes/s"),
+    'max_rate': ("Max rate", "spikes/s"),
+    'interspike_interval_cv': ("ISI CV", "Coefficient of variation"),
+    'in_field_mean_rate': ("In-field rate", "spikes/s"),
+    'out_field_mean_rate': ("Out-of-field rate", "spikes/s"),
+    'burst_event_ratio': ("Bursting ratio", ""),
+    'gridness': ("Gridness", "Gridness"),
+    'speed_score': ("Speed score", "Speed score"),
+    'spacing': ('Field spacing', 'cm'),
+    'field_area': ('Field area', 'cm$^2$'),
+    'border_score': ('Border Score', ''),
+    'head_mean_vec_len': ('Head direction score', ''),
+    'max_field_mean_rate': ('Max field mean rate', 'spike/s'),
+    'selectivity': ('Selectivity', ''),
+    'sparsity': ('Sparsity', '')
+}
+
+ +
+
+
+ +
+
+
+
In [15]:
+
+
+
set(columns) - set(title_xlabel.keys()).intersection(set(columns))
+
+ +
+
+
+ +
+
+ + +
+ +
Out[15]:
+ + + + +
+
set()
+
+ +
+ +
+
+ +
+
+
+
In [ ]:
+
+
+
plt.rc('axes', titlesize=12)
+plt.rcParams.update({
+    'font.size': 12, 
+    'figure.figsize': (3.7, 2.2), 
+    'figure.dpi': 150
+})
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
for cell_type, cell_results in results.items():
+    for key, result in cell_results.items():
+        if key not in title_xlabel:
+            continue
+        fig = plt.figure()
+        plt.suptitle(cell_type + ' ' + title_xlabel[key][0])
+        legend_lines = []
+        for color, label in zip(colors, labels):
+            legend_lines.append(matplotlib.lines.Line2D([0], [0], color=color, label=label))
+        sns.kdeplot(data=result.loc[:,labels], cumulative=True, legend=False, palette=colors, common_norm=False)
+        plt.xlabel(title_xlabel[key][1])
+        plt.legend(
+            handles=legend_lines,
+            bbox_to_anchor=(1.04,1), borderaxespad=0, frameon=False)
+        plt.tight_layout()
+        plt.grid(False)
+        despine()
+        savefig(output_path / "figures" / f'{cell_type}_{key}')
+
+ +
+
+
+ +
+
+
+
+

Violinplot

+
+
+
+
+
+
In [ ]:
+
+
+
%matplotlib inline
+plt.rc('axes', titlesize=12)
+plt.rcParams.update({
+    'font.size': 12, 
+    'figure.figsize': (1.7*3, 3), 
+    'figure.dpi': 150
+})
+
+ +
+
+
+ +
+
+
+
+

Information rate

+
+
+
+
+
+
In [ ]:
+
+
+
def violinplot(df, labels, colors, statistics=None):
+    data = np.array([df.loc[:,label].dropna().to_numpy() for label in labels])
+    pos = np.array([i * 0.6 for i in range(len(data))])
+    labels = np.array(labels)
+#     print(pos)
+    violins = plt.violinplot(data, pos, showmedians=True, showextrema=False)
+    
+    for i, b in enumerate(violins['bodies']):
+        b.set_color(colors[i])
+        b.set_alpha (0.8)
+
+    # for i, body in enumerate(violins['cbars']):
+    #     body.set_color('C{}'.format(i))
+
+    for category in ['cbars', 'cmins', 'cmaxes', 'cmedians']:
+        if category in violins:
+            violins[category].set_color(['k', 'k'])
+            violins[category].set_linewidth(2.0)
+    plt.xticks(pos, labels, rotation=45)
+    plt.gca().spines['top'].set_visible(False)
+    plt.gca().spines['right'].set_visible(False)
+
+           
+    if statistics is not None:
+        tests = [[0,1], [2,3], [0,2]]
+        ds = [0,0,1]
+        for test, d in zip(tests, ds):
+            pvalue = statistics.loc[' - '.join(labels[test])]
+            # significance
+            if pvalue < 0.0001:
+                significance = "****"
+            elif pvalue < 0.001:
+                significance = "***"
+            elif pvalue < 0.01:
+                significance = "**"
+            elif pvalue < 0.05:
+                significance = "*"
+            else:
+                significance = "ns"
+
+            x1, x2 = pos[test]
+            data_max = np.max([a.max() for a in data[test]])
+            data_min = np.min([a.min() for a in data[test]])
+            y = (data_max * 1.05)
+            h = 0.025 * (data_max - data_min)
+            d_ =  d * 0.15 * (data_max - data_min)
+            plt.plot([x1, x1, x2, x2], np.array([y - h, y, y, y - h]) + d_, c='k')
+            plt.text((x1 + x2) / 2, y + h + d_, significance, ha='center', va='bottom')
+           
+            
+        
+#     plt.gca().spines['top'].set_visible(False)
+#     plt.gca().spines['right'].set_visible(False)
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
for cell_type, cell_results in results.items():
+    for key, result in cell_results.items():
+        if key not in title_xlabel:
+            continue
+        fig = plt.figure()
+        plt.suptitle(cell_type + ' ' + title_xlabel[key][0])
+        violinplot(result, labels=labels, colors=colors, statistics=stat_values[cell_type][key])
+        plt.ylabel(title_xlabel[key][1])
+#         plt.tight_layout()
+        plt.grid(False)
+        despine()
+        savefig(output_path / "figures" / f'{cell_type}_violin_{key}')
+
+ +
+
+
+ +
+
+
+
+

Register in Expipe

+
+
+
+
+
+
In [ ]:
+
+
+
action = project.require_action("comparisons-allcells")
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
copy_tree(output_path, str(action.data_path()))
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
septum_mec.analysis.registration.store_notebook(action, "20_comparisons_allcells.ipynb")
+
+ +
+
+
+ +
+
+
+
In [ ]:
+
+
+
 
+
+ +
+
+
+ +
+
+
+ + + + + + diff --git a/actions/comparisons-allcells/data/20_comparisons_allcells.ipynb b/actions/comparisons-allcells/data/20_comparisons_allcells.ipynb new file mode 100644 index 000000000..c0be95a85 --- /dev/null +++ b/actions/comparisons-allcells/data/20_comparisons_allcells.ipynb @@ -0,0 +1,1085 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import pathlib\n", + "import numpy as np\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import re\n", + "import shutil\n", + "import pandas as pd\n", + "import scipy.stats\n", + "from functools import reduce\n", + "import statsmodels\n", + "import seaborn as sns\n", + "import exdir\n", + "import expipe\n", + "from distutils.dir_util import copy_tree\n", + "import septum_mec\n", + "import spatial_maps as sp\n", + "import head_direction.head as head\n", + "import septum_mec.analysis.data_processing as dp\n", + "import septum_mec.analysis.registration\n", + "from septum_mec.analysis.plotting import violinplot, savefig, despine\n", + "\n", + "from septum_mec.analysis.statistics import load_data_frames, make_paired_tables, make_statistics_table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "project_path = dp.project_path()\n", + "project = expipe.get_project(project_path)\n", + "actions = project.actions\n", + "\n", + "output_path = pathlib.Path(\"output\") / \"comparisons-allcells\"\n", + "(output_path / \"statistics\").mkdir(exist_ok=True, parents=True)\n", + "(output_path / \"figures\").mkdir(exist_ok=True, parents=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Load cell statistics and shuffling quantiles" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of sessions above threshold 194\n", + "Number of animals 4\n", + "Number of individual gridcells 139\n", + "Number of gridcell recordings 230\n" + ] + } + ], + "source": [ + "data, labels, colors, queries = load_data_frames()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['action', 'baseline', 'entity', 'frequency', 'i', 'ii', 'session',\n", + " 'stim_location', 'stimulated', 'tag', 'date', 'entity_date', 'Hz11',\n", + " 'Hz30', 'channel_group', 'max_depth_delta', 'max_dissimilarity',\n", + " 'unit_id', 'unit_idnum', 'unit_name', 'average_rate', 'speed_score',\n", + " 'out_field_mean_rate', 'in_field_mean_rate', 'max_field_mean_rate',\n", + " 'max_rate', 'sparsity', 'selectivity', 'interspike_interval_cv',\n", + " 'burst_event_ratio', 'bursty_spike_ratio', 'gridness', 'border_score',\n", + " 'information_rate', 'information_specificity', 'head_mean_ang',\n", + " 'head_mean_vec_len', 'spacing', 'orientation', 'field_area',\n", + " 'theta_score', 'unit_day', 't_e_peak', 'p_e_peak', 't_i_peak',\n", + " 'p_i_peak', 'border_score_threshold', 'gridness_threshold',\n", + " 'head_mean_ang_threshold', 'head_mean_vec_len_threshold',\n", + " 'information_rate_threshold', 'speed_score_threshold', 'specificity',\n", + " 'half_width', 'peak_to_trough', 'average_firing_rate', 'bs', 'bs_stim',\n", + " 'bs_ctrl', 'ns_inhibited', 'ns_not_inhibited', 'gridcell',\n", + " 'bs_not_gridcell', 'label', 'label_num', 'query', 'color', 'cell_type'],\n", + " dtype='object')" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.keys()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calculate statistics" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "columns = [\n", + " 'average_rate', \n", + "# 'spatial_average_rate',\n", + " 'gridness', \n", + " 'sparsity', \n", + " 'selectivity',\n", + " 'information_rate',\n", + " 'information_specificity',\n", + " 'max_rate', \n", + " 'interspike_interval_cv', \n", + " 'burst_event_ratio', \n", + " 'in_field_mean_rate', \n", + " 'out_field_mean_rate',\n", + " 'max_field_mean_rate',\n", + " 'specificity', \n", + " 'speed_score', \n", + " 'spacing', \n", + " 'field_area', \n", + " 'head_mean_vec_len', \n", + " 'border_score'\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "results, labels = make_paired_tables(data, columns)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " entity unit_idnum channel_group date Baseline I 11 Hz \\\n", + "51 1833 8 0 20719 7.900527 NaN \n", + "85 1833 13 0 20719 NaN 5.415361 \n", + "86 1833 14 0 20719 NaN 16.681112 \n", + "58 1833 23 0 200619 16.171078 NaN \n", + "127 1833 26 0 200619 NaN NaN \n", + ".. ... ... ... ... ... ... \n", + "139 1849 835 4 150319 NaN NaN \n", + "43 1849 851 5 60319 23.736187 NaN \n", + "65 1849 932 7 280219 5.661950 NaN \n", + "74 1849 937 7 280219 NaN 9.485790 \n", + "105 1849 939 7 280219 NaN NaN \n", + "\n", + " Baseline II 30 Hz \n", + "51 NaN NaN \n", + "85 6.456882 9.526984 \n", + "86 16.498883 NaN \n", + "58 NaN NaN \n", + "127 6.990117 6.953565 \n", + ".. ... ... \n", + "139 NaN 3.680061 \n", + "43 NaN NaN \n", + "65 NaN NaN \n", + "74 NaN NaN \n", + "105 12.721755 NaN \n", + "\n", + "[137 rows x 8 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results['gridcell']['average_rate']" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: control for information rate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Create nice table" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "stat = {}\n", + "stat_values = {}\n", + "for cell_type, result in results.items():\n", + " stat[cell_type], stat_values[cell_type] = make_statistics_table(result, labels)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Baseline I11 HzBaseline II30 HzLMM Baseline I - 11 HzLMM Baseline I - Baseline IILMM Baseline I - 30 HzLMM 11 Hz - Baseline IILMM 11 Hz - 30 HzLMM Baseline II - 30 Hz
Average rate9.8e+00 ± 9.3e-01 (63)1.1e+01 ± 1.0e+00 (56)1.0e+01 ± 1.0e+00 (46)8.5e+00 ± 1.1e+00 (35)6.9e-01, -6.0e-018.2e-01, 3.1e-018.4e-01, 3.3e-015.1e-01, 5.9e-016.2e-01, -1.2e+006.8e-01, -5.1e-01
Gridness3.7e-01 ± 5.6e-02 (63)4.0e-01 ± 5.1e-02 (56)5.3e-01 ± 3.7e-02 (46)5.7e-01 ± 4.9e-02 (35)8.5e-01, -2.8e-02NaN4.1e-01, -1.5e-012.2e-01, 1.5e-013.2e-01, 1.2e-018.6e-01, -2.7e-02
Sparsity6.6e-01 ± 2.4e-02 (63)7.1e-01 ± 3.1e-02 (56)6.6e-01 ± 3.2e-02 (46)6.4e-01 ± 3.7e-02 (35)2.5e-01, -2.6e-029.3e-01, -5.2e-035.0e-01, -4.1e-027.5e-02, -2.5e-02NaN5.8e-01, -1.9e-02
Selectivity5.3e+00 ± 4.3e-01 (63)5.4e+00 ± 5.9e-01 (56)6.2e+00 ± 6.7e-01 (46)6.8e+00 ± 6.7e-01 (35)4.1e-01, 1.9e-016.6e-01, 6.6e-015.5e-01, -9.3e-013.8e-01, 3.7e-011.6e-01, 1.1e+009.3e-01, 4.1e-02
Information rate1.4e+00 ± 8.6e-02 (63)9.3e-01 ± 6.9e-02 (56)1.3e+00 ± 1.0e-01 (46)1.1e+00 ± 1.1e-01 (35)1.7e-02, 4.0e-014.3e-02, -9.7e-024.3e-06, 3.0e-011.0e-01, 3.3e-011.6e-01, 2.5e-019.5e-01, 2.7e-02
Information specificity2.5e-01 ± 3.4e-02 (63)2.2e-01 ± 4.5e-02 (56)2.3e-01 ± 3.4e-02 (46)2.4e-01 ± 3.8e-02 (35)NaN2.3e-01, -3.0e-026.4e-01, 2.0e-023.2e-01, 5.6e-022.2e-01, 5.6e-023.3e-01, 2.0e-02
Max rate3.6e+01 ± 2.1e+00 (63)3.6e+01 ± 2.2e+00 (56)4.2e+01 ± 2.4e+00 (46)3.7e+01 ± 2.5e+00 (35)7.6e-01, 1.3e+003.4e-01, 3.3e+007.8e-01, 1.9e+001.7e-01, 5.5e+009.6e-02, 6.5e+007.2e-01, 1.7e+00
Interspike interval cv2.2e+00 ± 8.9e-02 (63)2.0e+00 ± 1.4e-01 (56)2.2e+00 ± 8.0e-02 (46)2.3e+00 ± 1.1e-01 (35)8.3e-02, 1.7e-01NaN8.3e-01, 5.5e-02NaN9.4e-02, 4.1e-019.6e-01, 1.4e-02
Burst event ratio2.3e-01 ± 1.1e-02 (63)2.3e-01 ± 1.2e-02 (56)2.3e-01 ± 1.1e-02 (46)1.8e-01 ± 1.2e-02 (35)7.7e-01, -4.8e-037.4e-01, -1.1e-024.7e-03, 5.7e-027.7e-01, 3.5e-03NaN1.3e-02, 3.9e-02
In-field mean rate1.5e+01 ± 1.2e+00 (63)1.6e+01 ± 1.3e+00 (56)1.7e+01 ± 1.2e+00 (46)1.3e+01 ± 1.3e+00 (35)9.7e-01, -6.9e-027.5e-01, 4.7e-013.6e-01, 1.8e+004.6e-01, 1.2e+006.9e-01, -9.9e-016.7e-01, 5.9e-01
Out-field mean rate7.3e+00 ± 7.9e-01 (63)8.8e+00 ± 9.0e-01 (56)7.8e+00 ± 8.6e-01 (46)6.0e+00 ± 8.7e-01 (35)5.1e-01, -7.0e-017.3e-01, 3.3e-016.5e-01, 6.8e-017.3e-01, 2.2e-013.1e-01, -1.9e+009.1e-01, 9.4e-02
Max-field mean rate1.2e+01 ± 1.3e+00 (35)1.1e+01 ± 1.6e+00 (31)1.7e+01 ± 2.6e+00 (33)7.8e+00 ± 1.2e+00 (19)2.6e-01, 4.1e+008.9e-01, 1.3e+001.0e+00, -1.6e-023.8e-01, 5.3e+00NaN9.8e-01, -2.2e-01
Specificity4.2e-01 ± 2.9e-02 (63)3.9e-01 ± 3.5e-02 (56)4.3e-01 ± 3.1e-02 (46)4.7e-01 ± 4.0e-02 (35)2.0e-01, 2.6e-029.3e-01, -1.0e-025.5e-01, 4.1e-025.9e-01, 2.4e-024.2e-01, 4.5e-027.6e-01, -1.5e-02
Speed score1.1e-01 ± 1.1e-02 (63)9.4e-02 ± 1.2e-02 (56)8.7e-02 ± 8.0e-03 (46)7.4e-02 ± 9.9e-03 (35)5.4e-01, 1.3e-026.8e-01, 9.4e-035.6e-01, 3.3e-021.5e-01, 3.6e-028.4e-01, 1.7e-02NaN
Spacing5.6e-01 ± 2.0e-02 (63)5.4e-01 ± 2.0e-02 (56)5.2e-01 ± 1.6e-02 (46)4.9e-01 ± 1.5e-02 (35)3.0e-01, 3.5e-024.4e-01, -2.9e-022.2e-01, 6.5e-027.1e-01, 8.8e-031.7e-01, -4.1e-021.5e-01, 2.5e-02
Field area4.5e-01 ± 7.6e-03 (63)4.3e-01 ± 7.8e-03 (56)4.4e-01 ± 8.6e-03 (46)4.4e-01 ± 9.3e-03 (35)2.3e-01, 1.5e-026.6e-01, -7.3e-037.8e-01, -6.6e-034.5e-01, 2.2e-038.6e-01, -2.6e-039.0e-01, 1.2e-03
Head mean vec len8.7e-02 ± 8.5e-03 (63)7.7e-02 ± 8.6e-03 (56)6.7e-02 ± 7.1e-03 (46)8.8e-02 ± 7.9e-03 (35)7.5e-01, 6.8e-038.2e-04, -1.3e-026.7e-01, -6.8e-032.4e-01, -2.8e-028.7e-01, 2.3e-035.6e-01, -9.6e-03
Border score2.1e-01 ± 1.3e-02 (63)2.1e-01 ± 1.2e-02 (56)1.8e-01 ± 1.3e-02 (46)1.9e-01 ± 1.5e-02 (35)9.5e-01, -2.4e-034.9e-01, -2.9e-025.8e-01, 2.0e-025.2e-08, -3.7e-029.5e-01, -2.1e-035.8e-01, -3.6e-02
\n", + "
" + ], + "text/plain": [ + " Baseline I 11 Hz \\\n", + "Average rate 9.8e+00 ± 9.3e-01 (63) 1.1e+01 ± 1.0e+00 (56) \n", + "Gridness 3.7e-01 ± 5.6e-02 (63) 4.0e-01 ± 5.1e-02 (56) \n", + "Sparsity 6.6e-01 ± 2.4e-02 (63) 7.1e-01 ± 3.1e-02 (56) \n", + "Selectivity 5.3e+00 ± 4.3e-01 (63) 5.4e+00 ± 5.9e-01 (56) \n", + "Information rate 1.4e+00 ± 8.6e-02 (63) 9.3e-01 ± 6.9e-02 (56) \n", + "Information specificity 2.5e-01 ± 3.4e-02 (63) 2.2e-01 ± 4.5e-02 (56) \n", + "Max rate 3.6e+01 ± 2.1e+00 (63) 3.6e+01 ± 2.2e+00 (56) \n", + "Interspike interval cv 2.2e+00 ± 8.9e-02 (63) 2.0e+00 ± 1.4e-01 (56) \n", + "Burst event ratio 2.3e-01 ± 1.1e-02 (63) 2.3e-01 ± 1.2e-02 (56) \n", + "In-field mean rate 1.5e+01 ± 1.2e+00 (63) 1.6e+01 ± 1.3e+00 (56) \n", + "Out-field mean rate 7.3e+00 ± 7.9e-01 (63) 8.8e+00 ± 9.0e-01 (56) \n", + "Max-field mean rate 1.2e+01 ± 1.3e+00 (35) 1.1e+01 ± 1.6e+00 (31) \n", + "Specificity 4.2e-01 ± 2.9e-02 (63) 3.9e-01 ± 3.5e-02 (56) \n", + "Speed score 1.1e-01 ± 1.1e-02 (63) 9.4e-02 ± 1.2e-02 (56) \n", + "Spacing 5.6e-01 ± 2.0e-02 (63) 5.4e-01 ± 2.0e-02 (56) \n", + "Field area 4.5e-01 ± 7.6e-03 (63) 4.3e-01 ± 7.8e-03 (56) \n", + "Head mean vec len 8.7e-02 ± 8.5e-03 (63) 7.7e-02 ± 8.6e-03 (56) \n", + "Border score 2.1e-01 ± 1.3e-02 (63) 2.1e-01 ± 1.2e-02 (56) \n", + "\n", + " Baseline II 30 Hz \\\n", + "Average rate 1.0e+01 ± 1.0e+00 (46) 8.5e+00 ± 1.1e+00 (35) \n", + "Gridness 5.3e-01 ± 3.7e-02 (46) 5.7e-01 ± 4.9e-02 (35) \n", + "Sparsity 6.6e-01 ± 3.2e-02 (46) 6.4e-01 ± 3.7e-02 (35) \n", + "Selectivity 6.2e+00 ± 6.7e-01 (46) 6.8e+00 ± 6.7e-01 (35) \n", + "Information rate 1.3e+00 ± 1.0e-01 (46) 1.1e+00 ± 1.1e-01 (35) \n", + "Information specificity 2.3e-01 ± 3.4e-02 (46) 2.4e-01 ± 3.8e-02 (35) \n", + "Max rate 4.2e+01 ± 2.4e+00 (46) 3.7e+01 ± 2.5e+00 (35) \n", + "Interspike interval cv 2.2e+00 ± 8.0e-02 (46) 2.3e+00 ± 1.1e-01 (35) \n", + "Burst event ratio 2.3e-01 ± 1.1e-02 (46) 1.8e-01 ± 1.2e-02 (35) \n", + "In-field mean rate 1.7e+01 ± 1.2e+00 (46) 1.3e+01 ± 1.3e+00 (35) \n", + "Out-field mean rate 7.8e+00 ± 8.6e-01 (46) 6.0e+00 ± 8.7e-01 (35) \n", + "Max-field mean rate 1.7e+01 ± 2.6e+00 (33) 7.8e+00 ± 1.2e+00 (19) \n", + "Specificity 4.3e-01 ± 3.1e-02 (46) 4.7e-01 ± 4.0e-02 (35) \n", + "Speed score 8.7e-02 ± 8.0e-03 (46) 7.4e-02 ± 9.9e-03 (35) \n", + "Spacing 5.2e-01 ± 1.6e-02 (46) 4.9e-01 ± 1.5e-02 (35) \n", + "Field area 4.4e-01 ± 8.6e-03 (46) 4.4e-01 ± 9.3e-03 (35) \n", + "Head mean vec len 6.7e-02 ± 7.1e-03 (46) 8.8e-02 ± 7.9e-03 (35) \n", + "Border score 1.8e-01 ± 1.3e-02 (46) 1.9e-01 ± 1.5e-02 (35) \n", + "\n", + " LMM Baseline I - 11 Hz LMM Baseline I - Baseline II \\\n", + "Average rate 6.9e-01, -6.0e-01 8.2e-01, 3.1e-01 \n", + "Gridness 8.5e-01, -2.8e-02 NaN \n", + "Sparsity 2.5e-01, -2.6e-02 9.3e-01, -5.2e-03 \n", + "Selectivity 4.1e-01, 1.9e-01 6.6e-01, 6.6e-01 \n", + "Information rate 1.7e-02, 4.0e-01 4.3e-02, -9.7e-02 \n", + "Information specificity NaN 2.3e-01, -3.0e-02 \n", + "Max rate 7.6e-01, 1.3e+00 3.4e-01, 3.3e+00 \n", + "Interspike interval cv 8.3e-02, 1.7e-01 NaN \n", + "Burst event ratio 7.7e-01, -4.8e-03 7.4e-01, -1.1e-02 \n", + "In-field mean rate 9.7e-01, -6.9e-02 7.5e-01, 4.7e-01 \n", + "Out-field mean rate 5.1e-01, -7.0e-01 7.3e-01, 3.3e-01 \n", + "Max-field mean rate 2.6e-01, 4.1e+00 8.9e-01, 1.3e+00 \n", + "Specificity 2.0e-01, 2.6e-02 9.3e-01, -1.0e-02 \n", + "Speed score 5.4e-01, 1.3e-02 6.8e-01, 9.4e-03 \n", + "Spacing 3.0e-01, 3.5e-02 4.4e-01, -2.9e-02 \n", + "Field area 2.3e-01, 1.5e-02 6.6e-01, -7.3e-03 \n", + "Head mean vec len 7.5e-01, 6.8e-03 8.2e-04, -1.3e-02 \n", + "Border score 9.5e-01, -2.4e-03 4.9e-01, -2.9e-02 \n", + "\n", + " LMM Baseline I - 30 Hz LMM 11 Hz - Baseline II \\\n", + "Average rate 8.4e-01, 3.3e-01 5.1e-01, 5.9e-01 \n", + "Gridness 4.1e-01, -1.5e-01 2.2e-01, 1.5e-01 \n", + "Sparsity 5.0e-01, -4.1e-02 7.5e-02, -2.5e-02 \n", + "Selectivity 5.5e-01, -9.3e-01 3.8e-01, 3.7e-01 \n", + "Information rate 4.3e-06, 3.0e-01 1.0e-01, 3.3e-01 \n", + "Information specificity 6.4e-01, 2.0e-02 3.2e-01, 5.6e-02 \n", + "Max rate 7.8e-01, 1.9e+00 1.7e-01, 5.5e+00 \n", + "Interspike interval cv 8.3e-01, 5.5e-02 NaN \n", + "Burst event ratio 4.7e-03, 5.7e-02 7.7e-01, 3.5e-03 \n", + "In-field mean rate 3.6e-01, 1.8e+00 4.6e-01, 1.2e+00 \n", + "Out-field mean rate 6.5e-01, 6.8e-01 7.3e-01, 2.2e-01 \n", + "Max-field mean rate 1.0e+00, -1.6e-02 3.8e-01, 5.3e+00 \n", + "Specificity 5.5e-01, 4.1e-02 5.9e-01, 2.4e-02 \n", + "Speed score 5.6e-01, 3.3e-02 1.5e-01, 3.6e-02 \n", + "Spacing 2.2e-01, 6.5e-02 7.1e-01, 8.8e-03 \n", + "Field area 7.8e-01, -6.6e-03 4.5e-01, 2.2e-03 \n", + "Head mean vec len 6.7e-01, -6.8e-03 2.4e-01, -2.8e-02 \n", + "Border score 5.8e-01, 2.0e-02 5.2e-08, -3.7e-02 \n", + "\n", + " LMM 11 Hz - 30 Hz LMM Baseline II - 30 Hz \n", + "Average rate 6.2e-01, -1.2e+00 6.8e-01, -5.1e-01 \n", + "Gridness 3.2e-01, 1.2e-01 8.6e-01, -2.7e-02 \n", + "Sparsity NaN 5.8e-01, -1.9e-02 \n", + "Selectivity 1.6e-01, 1.1e+00 9.3e-01, 4.1e-02 \n", + "Information rate 1.6e-01, 2.5e-01 9.5e-01, 2.7e-02 \n", + "Information specificity 2.2e-01, 5.6e-02 3.3e-01, 2.0e-02 \n", + "Max rate 9.6e-02, 6.5e+00 7.2e-01, 1.7e+00 \n", + "Interspike interval cv 9.4e-02, 4.1e-01 9.6e-01, 1.4e-02 \n", + "Burst event ratio NaN 1.3e-02, 3.9e-02 \n", + "In-field mean rate 6.9e-01, -9.9e-01 6.7e-01, 5.9e-01 \n", + "Out-field mean rate 3.1e-01, -1.9e+00 9.1e-01, 9.4e-02 \n", + "Max-field mean rate NaN 9.8e-01, -2.2e-01 \n", + "Specificity 4.2e-01, 4.5e-02 7.6e-01, -1.5e-02 \n", + "Speed score 8.4e-01, 1.7e-02 NaN \n", + "Spacing 1.7e-01, -4.1e-02 1.5e-01, 2.5e-02 \n", + "Field area 8.6e-01, -2.6e-03 9.0e-01, 1.2e-03 \n", + "Head mean vec len 8.7e-01, 2.3e-03 5.6e-01, -9.6e-03 \n", + "Border score 9.5e-01, -2.1e-03 5.8e-01, -3.6e-02 " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stat['gridcell'].T" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "for cell_type, sta in stat.items():\n", + " sta.to_latex(output_path / \"statistics\" / f\"statistics_{cell_type}.tex\")\n", + " sta.to_csv(output_path / \"statistics\" / f\"statistics_{cell_type}.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "for cell_type, cell_results in results.items():\n", + " for key, result in cell_results.items():\n", + " result.to_latex(output_path / \"statistics\" / f\"values_{cell_type}_{key}.tex\")\n", + " result.to_csv(output_path / \"statistics\" / f\"values_{cell_type}_{key}.csv\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Cumulative density plots" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "title_xlabel = {\n", + " 'information_rate': ('Spatial information','bits/s'),\n", + " 'information_specificity': (\"Spatial information specificity\",\"bits/spike\"),\n", + " 'specificity': (\"Spatial specificity\", \"\"),\n", + " 'average_rate': (\"Average rate\", \"spikes/s\"),\n", + "# 'spatial_average_rate': (\"Spatial average rate\", \"spikes/s\"),\n", + " 'max_rate': (\"Max rate\", \"spikes/s\"),\n", + " 'interspike_interval_cv': (\"ISI CV\", \"Coefficient of variation\"),\n", + " 'in_field_mean_rate': (\"In-field rate\", \"spikes/s\"),\n", + " 'out_field_mean_rate': (\"Out-of-field rate\", \"spikes/s\"),\n", + " 'burst_event_ratio': (\"Bursting ratio\", \"\"),\n", + " 'gridness': (\"Gridness\", \"Gridness\"),\n", + " 'speed_score': (\"Speed score\", \"Speed score\"),\n", + " 'spacing': ('Field spacing', 'cm'),\n", + " 'field_area': ('Field area', 'cm$^2$'),\n", + " 'border_score': ('Border Score', ''),\n", + " 'head_mean_vec_len': ('Head direction score', ''),\n", + " 'max_field_mean_rate': ('Max field mean rate', 'spike/s'),\n", + " 'selectivity': ('Selectivity', ''),\n", + " 'sparsity': ('Sparsity', '')\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "set()" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "set(columns) - set(title_xlabel.keys()).intersection(set(columns))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "plt.rc('axes', titlesize=12)\n", + "plt.rcParams.update({\n", + " 'font.size': 12, \n", + " 'figure.figsize': (3.7, 2.2), \n", + " 'figure.dpi': 150\n", + "})" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for cell_type, cell_results in results.items():\n", + " for key, result in cell_results.items():\n", + " if key not in title_xlabel:\n", + " continue\n", + " fig = plt.figure()\n", + " plt.suptitle(cell_type + ' ' + title_xlabel[key][0])\n", + " legend_lines = []\n", + " for color, label in zip(colors, labels):\n", + " legend_lines.append(matplotlib.lines.Line2D([0], [0], color=color, label=label))\n", + " sns.kdeplot(data=result.loc[:,labels], cumulative=True, legend=False, palette=colors, common_norm=False)\n", + " plt.xlabel(title_xlabel[key][1])\n", + " plt.legend(\n", + " handles=legend_lines,\n", + " bbox_to_anchor=(1.04,1), borderaxespad=0, frameon=False)\n", + " plt.tight_layout()\n", + " plt.grid(False)\n", + " despine()\n", + " savefig(output_path / \"figures\" / f'{cell_type}_{key}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Violinplot" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "plt.rc('axes', titlesize=12)\n", + "plt.rcParams.update({\n", + " 'font.size': 12, \n", + " 'figure.figsize': (1.7*3, 3), \n", + " 'figure.dpi': 150\n", + "})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Information rate" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def violinplot(df, labels, colors, statistics=None):\n", + " data = np.array([df.loc[:,label].dropna().to_numpy() for label in labels])\n", + " pos = np.array([i * 0.6 for i in range(len(data))])\n", + " labels = np.array(labels)\n", + "# print(pos)\n", + " violins = plt.violinplot(data, pos, showmedians=True, showextrema=False)\n", + " \n", + " for i, b in enumerate(violins['bodies']):\n", + " b.set_color(colors[i])\n", + " b.set_alpha (0.8)\n", + "\n", + " # for i, body in enumerate(violins['cbars']):\n", + " # body.set_color('C{}'.format(i))\n", + "\n", + " for category in ['cbars', 'cmins', 'cmaxes', 'cmedians']:\n", + " if category in violins:\n", + " violins[category].set_color(['k', 'k'])\n", + " violins[category].set_linewidth(2.0)\n", + " plt.xticks(pos, labels, rotation=45)\n", + " plt.gca().spines['top'].set_visible(False)\n", + " plt.gca().spines['right'].set_visible(False)\n", + "\n", + " \n", + " if statistics is not None:\n", + " tests = [[0,1], [2,3], [0,2]]\n", + " ds = [0,0,1]\n", + " for test, d in zip(tests, ds):\n", + " pvalue = statistics.loc[' - '.join(labels[test])]\n", + " # significance\n", + " if pvalue < 0.0001:\n", + " significance = \"****\"\n", + " elif pvalue < 0.001:\n", + " significance = \"***\"\n", + " elif pvalue < 0.01:\n", + " significance = \"**\"\n", + " elif pvalue < 0.05:\n", + " significance = \"*\"\n", + " else:\n", + " significance = \"ns\"\n", + "\n", + " x1, x2 = pos[test]\n", + " data_max = np.max([a.max() for a in data[test]])\n", + " data_min = np.min([a.min() for a in data[test]])\n", + " y = (data_max * 1.05)\n", + " h = 0.025 * (data_max - data_min)\n", + " d_ = d * 0.15 * (data_max - data_min)\n", + " plt.plot([x1, x1, x2, x2], np.array([y - h, y, y, y - h]) + d_, c='k')\n", + " plt.text((x1 + x2) / 2, y + h + d_, significance, ha='center', va='bottom')\n", + " \n", + " \n", + " \n", + "# plt.gca().spines['top'].set_visible(False)\n", + "# plt.gca().spines['right'].set_visible(False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for cell_type, cell_results in results.items():\n", + " for key, result in cell_results.items():\n", + " if key not in title_xlabel:\n", + " continue\n", + " fig = plt.figure()\n", + " plt.suptitle(cell_type + ' ' + title_xlabel[key][0])\n", + " violinplot(result, labels=labels, colors=colors, statistics=stat_values[cell_type][key])\n", + " plt.ylabel(title_xlabel[key][1])\n", + "# plt.tight_layout()\n", + " plt.grid(False)\n", + " despine()\n", + " savefig(output_path / \"figures\" / f'{cell_type}_violin_{key}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Register in Expipe" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "action = project.require_action(\"comparisons-allcells\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "copy_tree(output_path, str(action.data_path()))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "septum_mec.analysis.registration.store_notebook(action, \"20_comparisons_allcells.ipynb\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git 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zTF>4e@a?PjwJc8lnB3-IqdvfT^g0sCg&0{J;R3IVK5Fc- zG)ti>uhSm`mN_qkPk&qTx`2AgU<{#gPy=4?Ly45}f7K4|<*0BGxZ5hg>B$7-6#^oYl!f9os=mHqn_I(mOWnPg-WPu&5=bw>T)h?>Bx?4FC?ZIFVM zckK`Dgk%V7BFwyx99XwH3pDcXzDNXw6YL{@4jBW*9^$|V5rnS~YX1p3@F;sCkAO%x z)uRmCy@PiCx~BI~Kfz^xX(XC`rrr?7u=oU{k8 zS`}hl6hc7%_=NubN2h(eIiNIZ0-wk@d(N@HcbLKn=F5J>=7aris~lZ(gSaCI}fr=l*_h%YT1x&lkWnVRCRS_}1UJqk>rg z-V9Q5+=!S4LPH1DH~uZ>5^zD^?@b4PsXb@#1U(byv!e-K#DN58|Cb;P4xec(*8>pz z_oc^=|MiD`myZ9u$>iyOJ{-I}rT?Fyf`1?~{r@-rzquPbG09^+1%FBw55vHZk)gRk J#d+6z{{>RNYK;H@ literal 0 HcmV?d00001 diff --git a/actions/comparisons-allcells/data/figures/ns_not_inhibited_violin_speed_score.svg b/actions/comparisons-allcells/data/figures/ns_not_inhibited_violin_speed_score.svg new file mode 100644 index 000000000..4d68adfcc --- /dev/null +++ b/actions/comparisons-allcells/data/figures/ns_not_inhibited_violin_speed_score.svg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97a1d237422378f23be68d52874c52ad8a81457ed0840a77808a3a44e797f0fa +size 50930 diff --git a/actions/comparisons-allcells/data/statistics/statistics_bs.csv b/actions/comparisons-allcells/data/statistics/statistics_bs.csv new file mode 100644 index 000000000..10943e971 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_bs.csv @@ -0,0 +1,11 @@ +,Average rate,Gridness,Sparsity,Selectivity,Information rate,Information specificity,Max rate,Interspike interval cv,Burst event ratio,In-field mean rate,Out-field mean rate,Max-field mean rate,Specificity,Speed score,Spacing,Field area,Head mean vec len,Border score +Baseline I,1.0e+01 ± 4.8e-01 (270),-8.4e-02 ± 2.8e-02 (270),7.1e-01 ± 1.3e-02 (270),5.4e+00 ± 2.7e-01 (270),8.9e-01 ± 4.4e-02 (270),1.9e-01 ± 1.5e-02 (270),3.3e+01 ± 1.1e+00 (270),2.4e+00 ± 8.6e-02 (270),2.3e-01 ± 5.2e-03 (270),1.4e+01 ± 5.9e-01 (270),8.4e+00 ± 4.4e-01 (270),1.4e+01 ± 9.5e-01 (104),3.5e-01 ± 1.4e-02 (270),1.1e-01 ± 7.1e-03 (270),5.9e-01 ± 1.1e-02 (268),4.4e-01 ± 3.2e-03 (270),9.2e-02 ± 5.2e-03 (270),2.3e-01 ± 5.9e-03 (270) +11 Hz,1.1e+01 ± 5.5e-01 (282),-1.8e-01 ± 2.4e-02 (282),7.6e-01 ± 1.2e-02 (282),5.2e+00 ± 3.8e-01 (282),6.5e-01 ± 4.1e-02 (282),1.5e-01 ± 1.3e-02 (282),3.1e+01 ± 1.2e+00 (282),1.9e+00 ± 5.4e-02 (282),2.1e-01 ± 6.8e-03 (282),1.5e+01 ± 6.5e-01 (282),9.6e+00 ± 5.2e-01 (282),1.3e+01 ± 9.7e-01 (100),3.1e-01 ± 1.4e-02 (282),9.2e-02 ± 6.2e-03 (282),6.0e-01 ± 1.1e-02 (282),4.3e-01 ± 3.2e-03 (282),8.0e-02 ± 4.5e-03 (282),2.2e-01 ± 5.8e-03 (282) +Baseline II,1.0e+01 ± 6.1e-01 (197),-8.8e-02 ± 3.2e-02 (197),7.1e-01 ± 1.5e-02 (197),5.3e+00 ± 3.1e-01 (197),8.5e-01 ± 5.6e-02 (197),1.8e-01 ± 1.7e-02 (197),3.4e+01 ± 1.5e+00 (197),2.3e+00 ± 1.3e-01 (197),2.1e-01 ± 7.2e-03 (197),1.5e+01 ± 7.6e-01 (197),8.4e+00 ± 5.7e-01 (197),1.2e+01 ± 1.2e+00 (89),3.5e-01 ± 1.6e-02 (197),8.0e-02 ± 6.9e-03 (197),5.6e-01 ± 1.0e-02 (197),4.3e-01 ± 4.3e-03 (197),8.1e-02 ± 6.2e-03 (197),2.1e-01 ± 6.2e-03 (197) +30 Hz,1.2e+01 ± 6.6e-01 (190),-1.9e-01 ± 3.2e-02 (190),7.7e-01 ± 1.5e-02 (190),4.8e+00 ± 3.1e-01 (190),7.1e-01 ± 4.2e-02 (190),1.5e-01 ± 1.7e-02 (190),3.6e+01 ± 1.6e+00 (190),1.9e+00 ± 5.7e-02 (190),1.9e-01 ± 6.6e-03 (190),1.6e+01 ± 8.0e-01 (190),1.0e+01 ± 6.3e-01 (190),1.3e+01 ± 1.2e+00 (68),3.0e-01 ± 1.6e-02 (190),1.1e-01 ± 8.2e-03 (190),6.1e-01 ± 1.4e-02 (188),4.3e-01 ± 4.0e-03 (190),8.2e-02 ± 6.4e-03 (190),2.2e-01 ± 6.2e-03 (190) +LMM Baseline I - 11 Hz,"3.0e-01, -1.0e+00","1.6e-01, 8.5e-02","7.7e-03, -3.6e-02","2.8e-01, 2.6e-01","1.0e-01, 2.3e-01","3.7e-02, 2.9e-02","9.3e-01, 2.4e-01","1.6e-02, 2.4e-01","3.9e-01, -7.7e-03","7.1e-01, -6.4e-01","2.7e-01, -1.3e+00","7.1e-01, 8.3e-01","2.9e-02, 3.5e-02","5.3e-01, 8.5e-03","6.2e-02, -2.4e-02","3.0e-02, 9.0e-03","1.8e-01, 8.2e-03","7.3e-01, 2.9e-03" +LMM Baseline I - Baseline II,"4.3e-02, 1.3e+00","7.2e-01, -1.2e-02","1.7e-01, 1.7e-02","4.4e-01, -3.0e-01","8.6e-01, -2.1e-02","1.0e-01, -1.7e-02","5.8e-02, 2.8e+00","7.9e-01, -2.7e-02","9.2e-01, 9.0e-04","4.5e-02, 1.7e+00","1.8e-02, 1.3e+00","8.0e-01, 4.7e-01","1.4e-01, -2.2e-02","1.2e-01, -1.7e-02","1.8e-01, -2.6e-02","8.1e-02, -8.7e-03","8.6e-03, -1.7e-02","7.6e-01, -9.3e-03" +LMM Baseline I - 30 Hz,"3.3e-01, -2.2e+00","3.9e-02, 1.4e-01","2.0e-03, -5.7e-02","7.1e-02, 5.8e-01","4.7e-01, 1.4e-01","2.8e-02, 2.8e-02","6.7e-01, -2.9e+00","8.2e-62, 3.7e-01","8.4e-02, 2.8e-02","4.0e-01, -1.9e+00","5.3e-02, -2.4e+00","9.0e-01, 2.6e-01","5.8e-02, 4.8e-02","4.2e-01, -9.8e-03","4.5e-01, -3.0e-02","6.3e-01, 2.5e-03","5.1e-02, 8.4e-03","7.6e-01, 5.4e-03" +LMM 11 Hz - Baseline II,"6.3e-01, -3.5e-01","1.3e-01, 8.4e-02","4.6e-03, -3.5e-02","3.2e-01, 4.0e-01","5.7e-02, 1.8e-01","2.9e-02, 3.0e-02","2.3e-02, 3.1e+00","1.6e-05, 3.4e-01","6.5e-01, -3.1e-03","6.7e-01, 4.0e-01","4.3e-01, -5.3e-01","6.3e-01, 6.6e-01","1.6e-01, 3.1e-02","3.6e-01, -1.1e-02","9.2e-03, -4.9e-02","8.2e-01, -1.1e-03","4.4e-01, -7.3e-03","3.1e-01, -7.7e-03" +LMM 11 Hz - 30 Hz,"8.8e-01, 1.4e-01","5.5e-01, -2.9e-02","2.9e-01, -2.0e-02","6.3e-01, -3.8e-01","3.2e-02, 1.2e-01","6.1e-01, 1.2e-02","4.4e-02, 3.8e+00","2.1e-01, 1.8e-01","7.6e-04, -2.7e-02","6.1e-01, 5.5e-01","9.6e-01, 4.0e-02","8.5e-01, 3.3e-01","3.3e-01, 2.7e-02","8.9e-02, 1.9e-02","8.4e-01, 5.7e-03","4.1e-01, 3.8e-03","9.0e-01, 1.1e-03","9.1e-01, -1.8e-03" +LMM Baseline II - 30 Hz,"4.7e-01, -8.1e-01","5.8e-02, 1.1e-01","2.1e-01, -3.0e-02","5.0e-01, 3.9e-01","2.7e-01, 1.2e-01","6.4e-01, 1.1e-02","8.9e-01, -4.4e-01","1.7e-01, 1.8e-01","2.0e-02, 2.5e-02","8.6e-01, -2.4e-01","3.9e-01, -9.0e-01","8.5e-01, -1.8e-01","6.0e-01, 1.5e-02","1.2e-02, -2.7e-02","7.4e-04, -5.2e-02","1.6e-01, -7.4e-03","9.2e-01, -9.2e-04","4.1e-01, -1.1e-02" diff --git a/actions/comparisons-allcells/data/statistics/statistics_bs.tex b/actions/comparisons-allcells/data/statistics/statistics_bs.tex new file mode 100644 index 000000000..9a446cd48 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_bs.tex @@ -0,0 +1,16 @@ +\begin{tabular}{lllllllllllllllllll} +\toprule +{} & Average rate & Gridness & Sparsity & Selectivity & Information rate & Information specificity & Max rate & Interspike interval cv & Burst event ratio & In-field mean rate & Out-field mean rate & Max-field mean rate & Specificity & Speed score & Spacing & Field area & Head mean vec len & Border score \\ +\midrule +Baseline I & 1.0e+01 ± 4.8e-01 (270) & -8.4e-02 ± 2.8e-02 (270) & 7.1e-01 ± 1.3e-02 (270) & 5.4e+00 ± 2.7e-01 (270) & 8.9e-01 ± 4.4e-02 (270) & 1.9e-01 ± 1.5e-02 (270) & 3.3e+01 ± 1.1e+00 (270) & 2.4e+00 ± 8.6e-02 (270) & 2.3e-01 ± 5.2e-03 (270) & 1.4e+01 ± 5.9e-01 (270) & 8.4e+00 ± 4.4e-01 (270) & 1.4e+01 ± 9.5e-01 (104) & 3.5e-01 ± 1.4e-02 (270) & 1.1e-01 ± 7.1e-03 (270) & 5.9e-01 ± 1.1e-02 (268) & 4.4e-01 ± 3.2e-03 (270) & 9.2e-02 ± 5.2e-03 (270) & 2.3e-01 ± 5.9e-03 (270) \\ +11 Hz & 1.1e+01 ± 5.5e-01 (282) & -1.8e-01 ± 2.4e-02 (282) & 7.6e-01 ± 1.2e-02 (282) & 5.2e+00 ± 3.8e-01 (282) & 6.5e-01 ± 4.1e-02 (282) & 1.5e-01 ± 1.3e-02 (282) & 3.1e+01 ± 1.2e+00 (282) & 1.9e+00 ± 5.4e-02 (282) & 2.1e-01 ± 6.8e-03 (282) & 1.5e+01 ± 6.5e-01 (282) & 9.6e+00 ± 5.2e-01 (282) & 1.3e+01 ± 9.7e-01 (100) & 3.1e-01 ± 1.4e-02 (282) & 9.2e-02 ± 6.2e-03 (282) & 6.0e-01 ± 1.1e-02 (282) & 4.3e-01 ± 3.2e-03 (282) & 8.0e-02 ± 4.5e-03 (282) & 2.2e-01 ± 5.8e-03 (282) \\ +Baseline II & 1.0e+01 ± 6.1e-01 (197) & -8.8e-02 ± 3.2e-02 (197) & 7.1e-01 ± 1.5e-02 (197) & 5.3e+00 ± 3.1e-01 (197) & 8.5e-01 ± 5.6e-02 (197) & 1.8e-01 ± 1.7e-02 (197) & 3.4e+01 ± 1.5e+00 (197) & 2.3e+00 ± 1.3e-01 (197) & 2.1e-01 ± 7.2e-03 (197) & 1.5e+01 ± 7.6e-01 (197) & 8.4e+00 ± 5.7e-01 (197) & 1.2e+01 ± 1.2e+00 (89) & 3.5e-01 ± 1.6e-02 (197) & 8.0e-02 ± 6.9e-03 (197) & 5.6e-01 ± 1.0e-02 (197) & 4.3e-01 ± 4.3e-03 (197) & 8.1e-02 ± 6.2e-03 (197) & 2.1e-01 ± 6.2e-03 (197) \\ +30 Hz & 1.2e+01 ± 6.6e-01 (190) & -1.9e-01 ± 3.2e-02 (190) & 7.7e-01 ± 1.5e-02 (190) & 4.8e+00 ± 3.1e-01 (190) & 7.1e-01 ± 4.2e-02 (190) & 1.5e-01 ± 1.7e-02 (190) & 3.6e+01 ± 1.6e+00 (190) & 1.9e+00 ± 5.7e-02 (190) & 1.9e-01 ± 6.6e-03 (190) & 1.6e+01 ± 8.0e-01 (190) & 1.0e+01 ± 6.3e-01 (190) & 1.3e+01 ± 1.2e+00 (68) & 3.0e-01 ± 1.6e-02 (190) & 1.1e-01 ± 8.2e-03 (190) & 6.1e-01 ± 1.4e-02 (188) & 4.3e-01 ± 4.0e-03 (190) & 8.2e-02 ± 6.4e-03 (190) & 2.2e-01 ± 6.2e-03 (190) \\ +LMM Baseline I - 11 Hz & 3.0e-01, -1.0e+00 & 1.6e-01, 8.5e-02 & 7.7e-03, -3.6e-02 & 2.8e-01, 2.6e-01 & 1.0e-01, 2.3e-01 & 3.7e-02, 2.9e-02 & 9.3e-01, 2.4e-01 & 1.6e-02, 2.4e-01 & 3.9e-01, -7.7e-03 & 7.1e-01, -6.4e-01 & 2.7e-01, -1.3e+00 & 7.1e-01, 8.3e-01 & 2.9e-02, 3.5e-02 & 5.3e-01, 8.5e-03 & 6.2e-02, -2.4e-02 & 3.0e-02, 9.0e-03 & 1.8e-01, 8.2e-03 & 7.3e-01, 2.9e-03 \\ +LMM Baseline I - Baseline II & 4.3e-02, 1.3e+00 & 7.2e-01, -1.2e-02 & 1.7e-01, 1.7e-02 & 4.4e-01, -3.0e-01 & 8.6e-01, -2.1e-02 & 1.0e-01, -1.7e-02 & 5.8e-02, 2.8e+00 & 7.9e-01, -2.7e-02 & 9.2e-01, 9.0e-04 & 4.5e-02, 1.7e+00 & 1.8e-02, 1.3e+00 & 8.0e-01, 4.7e-01 & 1.4e-01, -2.2e-02 & 1.2e-01, -1.7e-02 & 1.8e-01, -2.6e-02 & 8.1e-02, -8.7e-03 & 8.6e-03, -1.7e-02 & 7.6e-01, -9.3e-03 \\ +LMM Baseline I - 30 Hz & 3.3e-01, -2.2e+00 & 3.9e-02, 1.4e-01 & 2.0e-03, -5.7e-02 & 7.1e-02, 5.8e-01 & 4.7e-01, 1.4e-01 & 2.8e-02, 2.8e-02 & 6.7e-01, -2.9e+00 & 8.2e-62, 3.7e-01 & 8.4e-02, 2.8e-02 & 4.0e-01, -1.9e+00 & 5.3e-02, -2.4e+00 & 9.0e-01, 2.6e-01 & 5.8e-02, 4.8e-02 & 4.2e-01, -9.8e-03 & 4.5e-01, -3.0e-02 & 6.3e-01, 2.5e-03 & 5.1e-02, 8.4e-03 & 7.6e-01, 5.4e-03 \\ +LMM 11 Hz - Baseline II & 6.3e-01, -3.5e-01 & 1.3e-01, 8.4e-02 & 4.6e-03, -3.5e-02 & 3.2e-01, 4.0e-01 & 5.7e-02, 1.8e-01 & 2.9e-02, 3.0e-02 & 2.3e-02, 3.1e+00 & 1.6e-05, 3.4e-01 & 6.5e-01, -3.1e-03 & 6.7e-01, 4.0e-01 & 4.3e-01, -5.3e-01 & 6.3e-01, 6.6e-01 & 1.6e-01, 3.1e-02 & 3.6e-01, -1.1e-02 & 9.2e-03, -4.9e-02 & 8.2e-01, -1.1e-03 & 4.4e-01, -7.3e-03 & 3.1e-01, -7.7e-03 \\ +LMM 11 Hz - 30 Hz & 8.8e-01, 1.4e-01 & 5.5e-01, -2.9e-02 & 2.9e-01, -2.0e-02 & 6.3e-01, -3.8e-01 & 3.2e-02, 1.2e-01 & 6.1e-01, 1.2e-02 & 4.4e-02, 3.8e+00 & 2.1e-01, 1.8e-01 & 7.6e-04, -2.7e-02 & 6.1e-01, 5.5e-01 & 9.6e-01, 4.0e-02 & 8.5e-01, 3.3e-01 & 3.3e-01, 2.7e-02 & 8.9e-02, 1.9e-02 & 8.4e-01, 5.7e-03 & 4.1e-01, 3.8e-03 & 9.0e-01, 1.1e-03 & 9.1e-01, -1.8e-03 \\ +LMM Baseline II - 30 Hz & 4.7e-01, -8.1e-01 & 5.8e-02, 1.1e-01 & 2.1e-01, -3.0e-02 & 5.0e-01, 3.9e-01 & 2.7e-01, 1.2e-01 & 6.4e-01, 1.1e-02 & 8.9e-01, -4.4e-01 & 1.7e-01, 1.8e-01 & 2.0e-02, 2.5e-02 & 8.6e-01, -2.4e-01 & 3.9e-01, -9.0e-01 & 8.5e-01, -1.8e-01 & 6.0e-01, 1.5e-02 & 1.2e-02, -2.7e-02 & 7.4e-04, -5.2e-02 & 1.6e-01, -7.4e-03 & 9.2e-01, -9.2e-04 & 4.1e-01, -1.1e-02 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/statistics_bs_not_gridcell.csv b/actions/comparisons-allcells/data/statistics/statistics_bs_not_gridcell.csv new file mode 100644 index 000000000..6b7a14f1a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_bs_not_gridcell.csv @@ -0,0 +1,11 @@ +,Average rate,Gridness,Sparsity,Selectivity,Information rate,Information specificity,Max rate,Interspike interval cv,Burst event ratio,In-field mean rate,Out-field mean rate,Max-field mean rate,Specificity,Speed score,Spacing,Field area,Head mean vec len,Border score +Baseline I,1.0e+01 ± 5.8e-01 (211),-2.9e-01 ± 1.9e-02 (211),7.3e-01 ± 1.5e-02 (211),5.5e+00 ± 3.4e-01 (211),6.7e-01 ± 3.8e-02 (211),1.7e-01 ± 1.6e-02 (211),3.1e+01 ± 1.3e+00 (211),2.5e+00 ± 1.2e-01 (211),2.2e-01 ± 6.0e-03 (211),1.4e+01 ± 7.0e-01 (211),8.7e+00 ± 5.3e-01 (211),1.3e+01 ± 1.2e+00 (72),3.2e-01 ± 1.5e-02 (211),1.1e-01 ± 9.1e-03 (211),6.1e-01 ± 1.2e-02 (209),4.3e-01 ± 3.6e-03 (211),1.0e-01 ± 6.5e-03 (211),2.4e-01 ± 6.7e-03 (211) +11 Hz,1.1e+01 ± 6.3e-01 (228),-3.0e-01 ± 1.8e-02 (228),7.7e-01 ± 1.4e-02 (228),5.4e+00 ± 4.9e-01 (228),6.0e-01 ± 4.7e-02 (228),1.4e-01 ± 1.3e-02 (228),3.0e+01 ± 1.4e+00 (228),1.9e+00 ± 6.1e-02 (228),2.1e-01 ± 7.9e-03 (228),1.5e+01 ± 7.4e-01 (228),9.8e+00 ± 5.9e-01 (228),1.3e+01 ± 1.2e+00 (71),2.9e-01 ± 1.5e-02 (228),9.3e-02 ± 7.2e-03 (228),6.2e-01 ± 1.2e-02 (228),4.3e-01 ± 3.5e-03 (228),8.0e-02 ± 5.3e-03 (228),2.3e-01 ± 6.7e-03 (228) +Baseline II,1.0e+01 ± 7.3e-01 (155),-2.6e-01 ± 2.1e-02 (155),7.5e-01 ± 1.6e-02 (155),5.0e+00 ± 3.5e-01 (155),6.4e-01 ± 5.1e-02 (155),1.5e-01 ± 1.8e-02 (155),3.0e+01 ± 1.8e+00 (155),2.3e+00 ± 1.5e-01 (155),2.0e-01 ± 8.4e-03 (155),1.4e+01 ± 9.1e-01 (155),8.9e+00 ± 6.7e-01 (155),1.2e+01 ± 1.6e+00 (60),3.1e-01 ± 1.7e-02 (155),8.1e-02 ± 8.6e-03 (155),5.7e-01 ± 1.1e-02 (155),4.2e-01 ± 4.5e-03 (155),8.7e-02 ± 8.0e-03 (155),2.3e-01 ± 6.1e-03 (155) +30 Hz,1.2e+01 ± 7.3e-01 (161),-3.2e-01 ± 2.1e-02 (161),8.0e-01 ± 1.5e-02 (161),4.3e+00 ± 3.2e-01 (161),6.2e-01 ± 4.2e-02 (161),1.3e-01 ± 1.7e-02 (161),3.5e+01 ± 1.9e+00 (161),1.8e+00 ± 5.9e-02 (161),1.8e-01 ± 7.4e-03 (161),1.6e+01 ± 8.9e-01 (161),1.1e+01 ± 6.9e-01 (161),1.3e+01 ± 1.5e+00 (51),2.6e-01 ± 1.5e-02 (161),1.2e-01 ± 9.7e-03 (161),6.3e-01 ± 1.4e-02 (159),4.3e-01 ± 4.4e-03 (161),8.3e-02 ± 7.5e-03 (161),2.3e-01 ± 6.0e-03 (161) +LMM Baseline I - 11 Hz,"1.1e-01, -1.6e+00","4.2e-01, 3.4e-02","3.7e-02, -4.2e-02","3.4e-01, 3.3e-01","5.2e-01, 4.5e-02","1.3e-01, 2.6e-02","7.3e-01, -8.3e-01","4.5e-02, 3.1e-01","1.3e-05, -9.3e-03","3.6e-01, -1.4e+00","6.3e-02, -1.8e+00","5.6e-01, -8.6e-01","1.1e-01, 3.0e-02","6.5e-01, 6.2e-03","1.3e-01, -2.5e-02","4.1e-01, 5.8e-03","7.4e-01, 1.6e-02","7.3e-01, 8.3e-03" +LMM Baseline I - Baseline II,"6.4e-01, 1.4e+00","9.0e-01, 4.9e-03","5.0e-01, 1.2e-02","6.6e-01, -2.7e-01","5.2e-01, 6.0e-02","4.1e-01, -1.2e-02","1.1e-01, 2.8e+00","4.5e-01, -8.3e-02","7.1e-01, 3.4e-03",,"1.1e-01, 1.5e+00","4.1e-01, 1.6e+00","2.2e-01, -2.3e-02","2.2e-01, -1.8e-02","2.8e-01, -2.6e-02","2.4e-01, -7.5e-03","3.4e-02, -1.4e-02","8.1e-01, -2.7e-03" +LMM Baseline I - 30 Hz,"1.1e-01, -2.6e+00","3.5e-01, 5.6e-02","2.4e-02, -6.3e-02","3.3e-02, 8.1e-01","9.8e-01, -2.7e-03","1.0e-01, 2.8e-02","5.0e-01, -4.0e+00","1.9e-02, 5.3e-01","1.2e-01, 2.1e-02","2.3e-01, -2.7e+00","5.1e-02, -2.6e+00","4.8e-01, -1.5e+00","2.9e-03, 6.1e-02","1.6e-01, -2.0e-02","9.8e-02, -3.4e-02","9.8e-01, -1.9e-04","6.9e-02, 1.7e-02","7.8e-01, 3.1e-03" +LMM 11 Hz - Baseline II,"5.9e-01, -5.6e-01","4.4e-01, 4.0e-02","6.5e-02, -3.2e-02",,"2.8e-01, 5.9e-02","2.8e-44, 2.3e-02","7.3e-01, 9.2e-01","5.3e-03, 2.9e-01",,"8.6e-01, -2.6e-01","6.5e-01, -4.7e-01","4.7e-01, 1.2e+00","4.1e-01, 2.1e-02","3.1e-01, -1.5e-02","5.9e-02, -4.8e-02","4.0e-01, -4.4e-03","9.4e-01, -8.2e-04","6.4e-01, 6.1e-03" +LMM 11 Hz - 30 Hz,"5.6e-01, 5.4e-01","4.4e-01, -2.8e-02",,"3.7e-01, -9.3e-01","2.0e-01, 9.6e-02","8.4e-01, -1.1e-02","2.7e-01, 3.0e+00","8.9e-01, 1.7e-02","1.3e-02, -2.5e-02","4.9e-01, 8.5e-01","5.7e-01, 5.0e-01","6.7e-01, 6.5e-01","9.8e-01, 6.0e-04","1.4e-01, 2.4e-02","4.6e-01, 1.6e-02","6.6e-01, 2.3e-03","8.1e-01, 2.7e-03","6.5e-01, 6.7e-03" +LMM Baseline II - 30 Hz,"4.1e-01, -1.0e+00","4.2e-02, 8.5e-02","2.2e-01, -3.3e-02","4.2e-01, 6.7e-01","9.3e-01, 5.9e-03","5.3e-01, 1.7e-02","4.3e-01, -2.5e+00","1.5e-01, 1.7e-01","1.0e-02, 2.2e-02","6.1e-01, -7.7e-01","4.4e-01, -9.3e-01","9.0e-01, -1.6e-01","3.1e-01, 2.2e-02","2.7e-03, -3.5e-02","4.5e-02, -5.4e-02","5.7e-02, -8.1e-03","7.3e-01, 4.5e-03","9.3e-01, 1.3e-03" diff --git a/actions/comparisons-allcells/data/statistics/statistics_bs_not_gridcell.tex b/actions/comparisons-allcells/data/statistics/statistics_bs_not_gridcell.tex new file mode 100644 index 000000000..6d9754aa3 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_bs_not_gridcell.tex @@ -0,0 +1,16 @@ +\begin{tabular}{lllllllllllllllllll} +\toprule +{} & Average rate & Gridness & Sparsity & Selectivity & Information rate & Information specificity & Max rate & Interspike interval cv & Burst event ratio & In-field mean rate & Out-field mean rate & Max-field mean rate & Specificity & Speed score & Spacing & Field area & Head mean vec len & Border score \\ +\midrule +Baseline I & 1.0e+01 ± 5.8e-01 (211) & -2.9e-01 ± 1.9e-02 (211) & 7.3e-01 ± 1.5e-02 (211) & 5.5e+00 ± 3.4e-01 (211) & 6.7e-01 ± 3.8e-02 (211) & 1.7e-01 ± 1.6e-02 (211) & 3.1e+01 ± 1.3e+00 (211) & 2.5e+00 ± 1.2e-01 (211) & 2.2e-01 ± 6.0e-03 (211) & 1.4e+01 ± 7.0e-01 (211) & 8.7e+00 ± 5.3e-01 (211) & 1.3e+01 ± 1.2e+00 (72) & 3.2e-01 ± 1.5e-02 (211) & 1.1e-01 ± 9.1e-03 (211) & 6.1e-01 ± 1.2e-02 (209) & 4.3e-01 ± 3.6e-03 (211) & 1.0e-01 ± 6.5e-03 (211) & 2.4e-01 ± 6.7e-03 (211) \\ +11 Hz & 1.1e+01 ± 6.3e-01 (228) & -3.0e-01 ± 1.8e-02 (228) & 7.7e-01 ± 1.4e-02 (228) & 5.4e+00 ± 4.9e-01 (228) & 6.0e-01 ± 4.7e-02 (228) & 1.4e-01 ± 1.3e-02 (228) & 3.0e+01 ± 1.4e+00 (228) & 1.9e+00 ± 6.1e-02 (228) & 2.1e-01 ± 7.9e-03 (228) & 1.5e+01 ± 7.4e-01 (228) & 9.8e+00 ± 5.9e-01 (228) & 1.3e+01 ± 1.2e+00 (71) & 2.9e-01 ± 1.5e-02 (228) & 9.3e-02 ± 7.2e-03 (228) & 6.2e-01 ± 1.2e-02 (228) & 4.3e-01 ± 3.5e-03 (228) & 8.0e-02 ± 5.3e-03 (228) & 2.3e-01 ± 6.7e-03 (228) \\ +Baseline II & 1.0e+01 ± 7.3e-01 (155) & -2.6e-01 ± 2.1e-02 (155) & 7.5e-01 ± 1.6e-02 (155) & 5.0e+00 ± 3.5e-01 (155) & 6.4e-01 ± 5.1e-02 (155) & 1.5e-01 ± 1.8e-02 (155) & 3.0e+01 ± 1.8e+00 (155) & 2.3e+00 ± 1.5e-01 (155) & 2.0e-01 ± 8.4e-03 (155) & 1.4e+01 ± 9.1e-01 (155) & 8.9e+00 ± 6.7e-01 (155) & 1.2e+01 ± 1.6e+00 (60) & 3.1e-01 ± 1.7e-02 (155) & 8.1e-02 ± 8.6e-03 (155) & 5.7e-01 ± 1.1e-02 (155) & 4.2e-01 ± 4.5e-03 (155) & 8.7e-02 ± 8.0e-03 (155) & 2.3e-01 ± 6.1e-03 (155) \\ +30 Hz & 1.2e+01 ± 7.3e-01 (161) & -3.2e-01 ± 2.1e-02 (161) & 8.0e-01 ± 1.5e-02 (161) & 4.3e+00 ± 3.2e-01 (161) & 6.2e-01 ± 4.2e-02 (161) & 1.3e-01 ± 1.7e-02 (161) & 3.5e+01 ± 1.9e+00 (161) & 1.8e+00 ± 5.9e-02 (161) & 1.8e-01 ± 7.4e-03 (161) & 1.6e+01 ± 8.9e-01 (161) & 1.1e+01 ± 6.9e-01 (161) & 1.3e+01 ± 1.5e+00 (51) & 2.6e-01 ± 1.5e-02 (161) & 1.2e-01 ± 9.7e-03 (161) & 6.3e-01 ± 1.4e-02 (159) & 4.3e-01 ± 4.4e-03 (161) & 8.3e-02 ± 7.5e-03 (161) & 2.3e-01 ± 6.0e-03 (161) \\ +LMM Baseline I - 11 Hz & 1.1e-01, -1.6e+00 & 4.2e-01, 3.4e-02 & 3.7e-02, -4.2e-02 & 3.4e-01, 3.3e-01 & 5.2e-01, 4.5e-02 & 1.3e-01, 2.6e-02 & 7.3e-01, -8.3e-01 & 4.5e-02, 3.1e-01 & 1.3e-05, -9.3e-03 & 3.6e-01, -1.4e+00 & 6.3e-02, -1.8e+00 & 5.6e-01, -8.6e-01 & 1.1e-01, 3.0e-02 & 6.5e-01, 6.2e-03 & 1.3e-01, -2.5e-02 & 4.1e-01, 5.8e-03 & 7.4e-01, 1.6e-02 & 7.3e-01, 8.3e-03 \\ +LMM Baseline I - Baseline II & 6.4e-01, 1.4e+00 & 9.0e-01, 4.9e-03 & 5.0e-01, 1.2e-02 & 6.6e-01, -2.7e-01 & 5.2e-01, 6.0e-02 & 4.1e-01, -1.2e-02 & 1.1e-01, 2.8e+00 & 4.5e-01, -8.3e-02 & 7.1e-01, 3.4e-03 & NaN & 1.1e-01, 1.5e+00 & 4.1e-01, 1.6e+00 & 2.2e-01, -2.3e-02 & 2.2e-01, -1.8e-02 & 2.8e-01, -2.6e-02 & 2.4e-01, -7.5e-03 & 3.4e-02, -1.4e-02 & 8.1e-01, -2.7e-03 \\ +LMM Baseline I - 30 Hz & 1.1e-01, -2.6e+00 & 3.5e-01, 5.6e-02 & 2.4e-02, -6.3e-02 & 3.3e-02, 8.1e-01 & 9.8e-01, -2.7e-03 & 1.0e-01, 2.8e-02 & 5.0e-01, -4.0e+00 & 1.9e-02, 5.3e-01 & 1.2e-01, 2.1e-02 & 2.3e-01, -2.7e+00 & 5.1e-02, -2.6e+00 & 4.8e-01, -1.5e+00 & 2.9e-03, 6.1e-02 & 1.6e-01, -2.0e-02 & 9.8e-02, -3.4e-02 & 9.8e-01, -1.9e-04 & 6.9e-02, 1.7e-02 & 7.8e-01, 3.1e-03 \\ +LMM 11 Hz - Baseline II & 5.9e-01, -5.6e-01 & 4.4e-01, 4.0e-02 & 6.5e-02, -3.2e-02 & NaN & 2.8e-01, 5.9e-02 & 2.8e-44, 2.3e-02 & 7.3e-01, 9.2e-01 & 5.3e-03, 2.9e-01 & NaN & 8.6e-01, -2.6e-01 & 6.5e-01, -4.7e-01 & 4.7e-01, 1.2e+00 & 4.1e-01, 2.1e-02 & 3.1e-01, -1.5e-02 & 5.9e-02, -4.8e-02 & 4.0e-01, -4.4e-03 & 9.4e-01, -8.2e-04 & 6.4e-01, 6.1e-03 \\ +LMM 11 Hz - 30 Hz & 5.6e-01, 5.4e-01 & 4.4e-01, -2.8e-02 & NaN & 3.7e-01, -9.3e-01 & 2.0e-01, 9.6e-02 & 8.4e-01, -1.1e-02 & 2.7e-01, 3.0e+00 & 8.9e-01, 1.7e-02 & 1.3e-02, -2.5e-02 & 4.9e-01, 8.5e-01 & 5.7e-01, 5.0e-01 & 6.7e-01, 6.5e-01 & 9.8e-01, 6.0e-04 & 1.4e-01, 2.4e-02 & 4.6e-01, 1.6e-02 & 6.6e-01, 2.3e-03 & 8.1e-01, 2.7e-03 & 6.5e-01, 6.7e-03 \\ +LMM Baseline II - 30 Hz & 4.1e-01, -1.0e+00 & 4.2e-02, 8.5e-02 & 2.2e-01, -3.3e-02 & 4.2e-01, 6.7e-01 & 9.3e-01, 5.9e-03 & 5.3e-01, 1.7e-02 & 4.3e-01, -2.5e+00 & 1.5e-01, 1.7e-01 & 1.0e-02, 2.2e-02 & 6.1e-01, -7.7e-01 & 4.4e-01, -9.3e-01 & 9.0e-01, -1.6e-01 & 3.1e-01, 2.2e-02 & 2.7e-03, -3.5e-02 & 4.5e-02, -5.4e-02 & 5.7e-02, -8.1e-03 & 7.3e-01, 4.5e-03 & 9.3e-01, 1.3e-03 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/statistics_gridcell.csv b/actions/comparisons-allcells/data/statistics/statistics_gridcell.csv new file mode 100644 index 000000000..bb8be5923 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_gridcell.csv @@ -0,0 +1,11 @@ +,Average rate,Gridness,Sparsity,Selectivity,Information rate,Information specificity,Max rate,Interspike interval cv,Burst event ratio,In-field mean rate,Out-field mean rate,Max-field mean rate,Specificity,Speed score,Spacing,Field area,Head mean vec len,Border score +Baseline I,9.8e+00 ± 9.3e-01 (63),3.7e-01 ± 5.6e-02 (63),6.6e-01 ± 2.4e-02 (63),5.3e+00 ± 4.3e-01 (63),1.4e+00 ± 8.6e-02 (63),2.5e-01 ± 3.4e-02 (63),3.6e+01 ± 2.1e+00 (63),2.2e+00 ± 8.9e-02 (63),2.3e-01 ± 1.1e-02 (63),1.5e+01 ± 1.2e+00 (63),7.3e+00 ± 7.9e-01 (63),1.2e+01 ± 1.3e+00 (35),4.2e-01 ± 2.9e-02 (63),1.1e-01 ± 1.1e-02 (63),5.6e-01 ± 2.0e-02 (63),4.5e-01 ± 7.6e-03 (63),8.7e-02 ± 8.5e-03 (63),2.1e-01 ± 1.3e-02 (63) +11 Hz,1.1e+01 ± 1.0e+00 (56),4.0e-01 ± 5.1e-02 (56),7.1e-01 ± 3.1e-02 (56),5.4e+00 ± 5.9e-01 (56),9.3e-01 ± 6.9e-02 (56),2.2e-01 ± 4.5e-02 (56),3.6e+01 ± 2.2e+00 (56),2.0e+00 ± 1.4e-01 (56),2.3e-01 ± 1.2e-02 (56),1.6e+01 ± 1.3e+00 (56),8.8e+00 ± 9.0e-01 (56),1.1e+01 ± 1.6e+00 (31),3.9e-01 ± 3.5e-02 (56),9.4e-02 ± 1.2e-02 (56),5.4e-01 ± 2.0e-02 (56),4.3e-01 ± 7.8e-03 (56),7.7e-02 ± 8.6e-03 (56),2.1e-01 ± 1.2e-02 (56) +Baseline II,1.0e+01 ± 1.0e+00 (46),5.3e-01 ± 3.7e-02 (46),6.6e-01 ± 3.2e-02 (46),6.2e+00 ± 6.7e-01 (46),1.3e+00 ± 1.0e-01 (46),2.3e-01 ± 3.4e-02 (46),4.2e+01 ± 2.4e+00 (46),2.2e+00 ± 8.0e-02 (46),2.3e-01 ± 1.1e-02 (46),1.7e+01 ± 1.2e+00 (46),7.8e+00 ± 8.6e-01 (46),1.7e+01 ± 2.6e+00 (33),4.3e-01 ± 3.1e-02 (46),8.7e-02 ± 8.0e-03 (46),5.2e-01 ± 1.6e-02 (46),4.4e-01 ± 8.6e-03 (46),6.7e-02 ± 7.1e-03 (46),1.8e-01 ± 1.3e-02 (46) +30 Hz,8.5e+00 ± 1.1e+00 (35),5.7e-01 ± 4.9e-02 (35),6.4e-01 ± 3.7e-02 (35),6.8e+00 ± 6.7e-01 (35),1.1e+00 ± 1.1e-01 (35),2.4e-01 ± 3.8e-02 (35),3.7e+01 ± 2.5e+00 (35),2.3e+00 ± 1.1e-01 (35),1.8e-01 ± 1.2e-02 (35),1.3e+01 ± 1.3e+00 (35),6.0e+00 ± 8.7e-01 (35),7.8e+00 ± 1.2e+00 (19),4.7e-01 ± 4.0e-02 (35),7.4e-02 ± 9.9e-03 (35),4.9e-01 ± 1.5e-02 (35),4.4e-01 ± 9.3e-03 (35),8.8e-02 ± 7.9e-03 (35),1.9e-01 ± 1.5e-02 (35) +LMM Baseline I - 11 Hz,"6.9e-01, -6.0e-01","8.5e-01, -2.8e-02","2.5e-01, -2.6e-02","4.1e-01, 1.9e-01","1.7e-02, 4.0e-01",,"7.6e-01, 1.3e+00","8.3e-02, 1.7e-01","7.7e-01, -4.8e-03","9.7e-01, -6.9e-02","5.1e-01, -7.0e-01","2.6e-01, 4.1e+00","2.0e-01, 2.6e-02","5.4e-01, 1.3e-02","3.0e-01, 3.5e-02","2.3e-01, 1.5e-02","7.5e-01, 6.8e-03","9.5e-01, -2.4e-03" +LMM Baseline I - Baseline II,"8.2e-01, 3.1e-01",,"9.3e-01, -5.2e-03","6.6e-01, 6.6e-01","4.3e-02, -9.7e-02","2.3e-01, -3.0e-02","3.4e-01, 3.3e+00",,"7.4e-01, -1.1e-02","7.5e-01, 4.7e-01","7.3e-01, 3.3e-01","8.9e-01, 1.3e+00","9.3e-01, -1.0e-02","6.8e-01, 9.4e-03","4.4e-01, -2.9e-02","6.6e-01, -7.3e-03","8.2e-04, -1.3e-02","4.9e-01, -2.9e-02" +LMM Baseline I - 30 Hz,"8.4e-01, 3.3e-01","4.1e-01, -1.5e-01","5.0e-01, -4.1e-02","5.5e-01, -9.3e-01","4.3e-06, 3.0e-01","6.4e-01, 2.0e-02","7.8e-01, 1.9e+00","8.3e-01, 5.5e-02","4.7e-03, 5.7e-02","3.6e-01, 1.8e+00","6.5e-01, 6.8e-01","1.0e+00, -1.6e-02","5.5e-01, 4.1e-02","5.6e-01, 3.3e-02","2.2e-01, 6.5e-02","7.8e-01, -6.6e-03","6.7e-01, -6.8e-03","5.8e-01, 2.0e-02" +LMM 11 Hz - Baseline II,"5.1e-01, 5.9e-01","2.2e-01, 1.5e-01","7.5e-02, -2.5e-02","3.8e-01, 3.7e-01","1.0e-01, 3.3e-01","3.2e-01, 5.6e-02","1.7e-01, 5.5e+00",,"7.7e-01, 3.5e-03","4.6e-01, 1.2e+00","7.3e-01, 2.2e-01","3.8e-01, 5.3e+00","5.9e-01, 2.4e-02","1.5e-01, 3.6e-02","7.1e-01, 8.8e-03","4.5e-01, 2.2e-03","2.4e-01, -2.8e-02","5.2e-08, -3.7e-02" +LMM 11 Hz - 30 Hz,"6.2e-01, -1.2e+00","3.2e-01, 1.2e-01",,"1.6e-01, 1.1e+00","1.6e-01, 2.5e-01","2.2e-01, 5.6e-02","9.6e-02, 6.5e+00","9.4e-02, 4.1e-01",,"6.9e-01, -9.9e-01","3.1e-01, -1.9e+00",,"4.2e-01, 4.5e-02","8.4e-01, 1.7e-02","1.7e-01, -4.1e-02","8.6e-01, -2.6e-03","8.7e-01, 2.3e-03","9.5e-01, -2.1e-03" +LMM Baseline II - 30 Hz,"6.8e-01, -5.1e-01","8.6e-01, -2.7e-02","5.8e-01, -1.9e-02","9.3e-01, 4.1e-02","9.5e-01, 2.7e-02","3.3e-01, 2.0e-02","7.2e-01, 1.7e+00","9.6e-01, 1.4e-02","1.3e-02, 3.9e-02","6.7e-01, 5.9e-01","9.1e-01, 9.4e-02","9.8e-01, -2.2e-01","7.6e-01, -1.5e-02",,"1.5e-01, 2.5e-02","9.0e-01, 1.2e-03","5.6e-01, -9.6e-03","5.8e-01, -3.6e-02" diff --git a/actions/comparisons-allcells/data/statistics/statistics_gridcell.tex b/actions/comparisons-allcells/data/statistics/statistics_gridcell.tex new file mode 100644 index 000000000..3a22bf4e5 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_gridcell.tex @@ -0,0 +1,16 @@ +\begin{tabular}{lllllllllllllllllll} +\toprule +{} & Average rate & Gridness & Sparsity & Selectivity & Information rate & Information specificity & Max rate & Interspike interval cv & Burst event ratio & In-field mean rate & Out-field mean rate & Max-field mean rate & Specificity & Speed score & Spacing & Field area & Head mean vec len & Border score \\ +\midrule +Baseline I & 9.8e+00 ± 9.3e-01 (63) & 3.7e-01 ± 5.6e-02 (63) & 6.6e-01 ± 2.4e-02 (63) & 5.3e+00 ± 4.3e-01 (63) & 1.4e+00 ± 8.6e-02 (63) & 2.5e-01 ± 3.4e-02 (63) & 3.6e+01 ± 2.1e+00 (63) & 2.2e+00 ± 8.9e-02 (63) & 2.3e-01 ± 1.1e-02 (63) & 1.5e+01 ± 1.2e+00 (63) & 7.3e+00 ± 7.9e-01 (63) & 1.2e+01 ± 1.3e+00 (35) & 4.2e-01 ± 2.9e-02 (63) & 1.1e-01 ± 1.1e-02 (63) & 5.6e-01 ± 2.0e-02 (63) & 4.5e-01 ± 7.6e-03 (63) & 8.7e-02 ± 8.5e-03 (63) & 2.1e-01 ± 1.3e-02 (63) \\ +11 Hz & 1.1e+01 ± 1.0e+00 (56) & 4.0e-01 ± 5.1e-02 (56) & 7.1e-01 ± 3.1e-02 (56) & 5.4e+00 ± 5.9e-01 (56) & 9.3e-01 ± 6.9e-02 (56) & 2.2e-01 ± 4.5e-02 (56) & 3.6e+01 ± 2.2e+00 (56) & 2.0e+00 ± 1.4e-01 (56) & 2.3e-01 ± 1.2e-02 (56) & 1.6e+01 ± 1.3e+00 (56) & 8.8e+00 ± 9.0e-01 (56) & 1.1e+01 ± 1.6e+00 (31) & 3.9e-01 ± 3.5e-02 (56) & 9.4e-02 ± 1.2e-02 (56) & 5.4e-01 ± 2.0e-02 (56) & 4.3e-01 ± 7.8e-03 (56) & 7.7e-02 ± 8.6e-03 (56) & 2.1e-01 ± 1.2e-02 (56) \\ +Baseline II & 1.0e+01 ± 1.0e+00 (46) & 5.3e-01 ± 3.7e-02 (46) & 6.6e-01 ± 3.2e-02 (46) & 6.2e+00 ± 6.7e-01 (46) & 1.3e+00 ± 1.0e-01 (46) & 2.3e-01 ± 3.4e-02 (46) & 4.2e+01 ± 2.4e+00 (46) & 2.2e+00 ± 8.0e-02 (46) & 2.3e-01 ± 1.1e-02 (46) & 1.7e+01 ± 1.2e+00 (46) & 7.8e+00 ± 8.6e-01 (46) & 1.7e+01 ± 2.6e+00 (33) & 4.3e-01 ± 3.1e-02 (46) & 8.7e-02 ± 8.0e-03 (46) & 5.2e-01 ± 1.6e-02 (46) & 4.4e-01 ± 8.6e-03 (46) & 6.7e-02 ± 7.1e-03 (46) & 1.8e-01 ± 1.3e-02 (46) \\ +30 Hz & 8.5e+00 ± 1.1e+00 (35) & 5.7e-01 ± 4.9e-02 (35) & 6.4e-01 ± 3.7e-02 (35) & 6.8e+00 ± 6.7e-01 (35) & 1.1e+00 ± 1.1e-01 (35) & 2.4e-01 ± 3.8e-02 (35) & 3.7e+01 ± 2.5e+00 (35) & 2.3e+00 ± 1.1e-01 (35) & 1.8e-01 ± 1.2e-02 (35) & 1.3e+01 ± 1.3e+00 (35) & 6.0e+00 ± 8.7e-01 (35) & 7.8e+00 ± 1.2e+00 (19) & 4.7e-01 ± 4.0e-02 (35) & 7.4e-02 ± 9.9e-03 (35) & 4.9e-01 ± 1.5e-02 (35) & 4.4e-01 ± 9.3e-03 (35) & 8.8e-02 ± 7.9e-03 (35) & 1.9e-01 ± 1.5e-02 (35) \\ +LMM Baseline I - 11 Hz & 6.9e-01, -6.0e-01 & 8.5e-01, -2.8e-02 & 2.5e-01, -2.6e-02 & 4.1e-01, 1.9e-01 & 1.7e-02, 4.0e-01 & NaN & 7.6e-01, 1.3e+00 & 8.3e-02, 1.7e-01 & 7.7e-01, -4.8e-03 & 9.7e-01, -6.9e-02 & 5.1e-01, -7.0e-01 & 2.6e-01, 4.1e+00 & 2.0e-01, 2.6e-02 & 5.4e-01, 1.3e-02 & 3.0e-01, 3.5e-02 & 2.3e-01, 1.5e-02 & 7.5e-01, 6.8e-03 & 9.5e-01, -2.4e-03 \\ +LMM Baseline I - Baseline II & 8.2e-01, 3.1e-01 & NaN & 9.3e-01, -5.2e-03 & 6.6e-01, 6.6e-01 & 4.3e-02, -9.7e-02 & 2.3e-01, -3.0e-02 & 3.4e-01, 3.3e+00 & NaN & 7.4e-01, -1.1e-02 & 7.5e-01, 4.7e-01 & 7.3e-01, 3.3e-01 & 8.9e-01, 1.3e+00 & 9.3e-01, -1.0e-02 & 6.8e-01, 9.4e-03 & 4.4e-01, -2.9e-02 & 6.6e-01, -7.3e-03 & 8.2e-04, -1.3e-02 & 4.9e-01, -2.9e-02 \\ +LMM Baseline I - 30 Hz & 8.4e-01, 3.3e-01 & 4.1e-01, -1.5e-01 & 5.0e-01, -4.1e-02 & 5.5e-01, -9.3e-01 & 4.3e-06, 3.0e-01 & 6.4e-01, 2.0e-02 & 7.8e-01, 1.9e+00 & 8.3e-01, 5.5e-02 & 4.7e-03, 5.7e-02 & 3.6e-01, 1.8e+00 & 6.5e-01, 6.8e-01 & 1.0e+00, -1.6e-02 & 5.5e-01, 4.1e-02 & 5.6e-01, 3.3e-02 & 2.2e-01, 6.5e-02 & 7.8e-01, -6.6e-03 & 6.7e-01, -6.8e-03 & 5.8e-01, 2.0e-02 \\ +LMM 11 Hz - Baseline II & 5.1e-01, 5.9e-01 & 2.2e-01, 1.5e-01 & 7.5e-02, -2.5e-02 & 3.8e-01, 3.7e-01 & 1.0e-01, 3.3e-01 & 3.2e-01, 5.6e-02 & 1.7e-01, 5.5e+00 & NaN & 7.7e-01, 3.5e-03 & 4.6e-01, 1.2e+00 & 7.3e-01, 2.2e-01 & 3.8e-01, 5.3e+00 & 5.9e-01, 2.4e-02 & 1.5e-01, 3.6e-02 & 7.1e-01, 8.8e-03 & 4.5e-01, 2.2e-03 & 2.4e-01, -2.8e-02 & 5.2e-08, -3.7e-02 \\ +LMM 11 Hz - 30 Hz & 6.2e-01, -1.2e+00 & 3.2e-01, 1.2e-01 & NaN & 1.6e-01, 1.1e+00 & 1.6e-01, 2.5e-01 & 2.2e-01, 5.6e-02 & 9.6e-02, 6.5e+00 & 9.4e-02, 4.1e-01 & NaN & 6.9e-01, -9.9e-01 & 3.1e-01, -1.9e+00 & NaN & 4.2e-01, 4.5e-02 & 8.4e-01, 1.7e-02 & 1.7e-01, -4.1e-02 & 8.6e-01, -2.6e-03 & 8.7e-01, 2.3e-03 & 9.5e-01, -2.1e-03 \\ +LMM Baseline II - 30 Hz & 6.8e-01, -5.1e-01 & 8.6e-01, -2.7e-02 & 5.8e-01, -1.9e-02 & 9.3e-01, 4.1e-02 & 9.5e-01, 2.7e-02 & 3.3e-01, 2.0e-02 & 7.2e-01, 1.7e+00 & 9.6e-01, 1.4e-02 & 1.3e-02, 3.9e-02 & 6.7e-01, 5.9e-01 & 9.1e-01, 9.4e-02 & 9.8e-01, -2.2e-01 & 7.6e-01, -1.5e-02 & NaN & 1.5e-01, 2.5e-02 & 9.0e-01, 1.2e-03 & 5.6e-01, -9.6e-03 & 5.8e-01, -3.6e-02 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/statistics_ns_inhibited.csv b/actions/comparisons-allcells/data/statistics/statistics_ns_inhibited.csv new file mode 100644 index 000000000..7fb54aa06 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_ns_inhibited.csv @@ -0,0 +1,11 @@ +,Average rate,Gridness,Sparsity,Selectivity,Information rate,Information specificity,Max rate,Interspike interval cv,Burst event ratio,In-field mean rate,Out-field mean rate,Max-field mean rate,Specificity,Speed score,Spacing,Field area,Head mean vec len,Border score +Baseline I,3.0e+01 ± 2.7e+00 (12),-4.3e-01 ± 8.5e-02 (12),9.3e-01 ± 1.2e-02 (12),2.3e+00 ± 1.8e-01 (12),7.2e-01 ± 8.1e-02 (12),3.0e-02 ± 1.0e-02 (12),6.7e+01 ± 6.1e+00 (12),1.9e+00 ± 4.1e-01 (12),2.6e-01 ± 2.1e-02 (12),3.6e+01 ± 2.7e+00 (12),2.7e+01 ± 2.4e+00 (12),3.6e+01 ± 2.0e+00 (3),1.3e-01 ± 1.2e-02 (12),1.5e-01 ± 4.0e-02 (12),6.6e-01 ± 5.6e-02 (12),4.2e-01 ± 1.6e-02 (12),4.8e-02 ± 7.0e-03 (12),2.5e-01 ± 1.8e-02 (12) +11 Hz,1.9e+01 ± 3.0e+00 (25),-2.8e-01 ± 4.8e-02 (25),9.2e-01 ± 1.4e-02 (25),2.4e+00 ± 2.3e-01 (25),3.8e-01 ± 5.6e-02 (25),3.3e-02 ± 6.3e-03 (25),3.7e+01 ± 4.8e+00 (25),1.5e+00 ± 8.0e-02 (25),2.0e-01 ± 2.2e-02 (25),2.3e+01 ± 3.4e+00 (25),1.8e+01 ± 2.8e+00 (25),2.0e+01 ± 4.0e+00 (11),1.5e-01 ± 1.5e-02 (25),1.8e-01 ± 2.0e-02 (25),6.0e-01 ± 2.4e-02 (25),4.1e-01 ± 8.0e-03 (25),4.3e-02 ± 5.4e-03 (25),2.7e-01 ± 1.6e-02 (25) +Baseline II,2.7e+01 ± 2.3e+00 (17),-4.2e-01 ± 3.6e-02 (17),9.4e-01 ± 5.9e-03 (17),1.9e+00 ± 6.4e-02 (17),5.9e-01 ± 7.0e-02 (17),2.5e-02 ± 3.3e-03 (17),4.9e+01 ± 4.2e+00 (17),1.7e+00 ± 1.0e-01 (17),2.8e-01 ± 1.7e-02 (17),3.2e+01 ± 2.6e+00 (17),2.4e+01 ± 2.2e+00 (17),4.8e+01 ± 5.4e+00 (4),1.2e-01 ± 5.8e-03 (17),1.7e-01 ± 2.5e-02 (17),5.8e-01 ± 2.3e-02 (17),4.3e-01 ± 1.3e-02 (17),4.0e-02 ± 3.0e-03 (17),2.5e-01 ± 1.9e-02 (17) +30 Hz,2.3e+01 ± 2.1e+00 (32),-3.3e-01 ± 5.8e-02 (32),9.0e-01 ± 2.9e-02 (32),2.9e+00 ± 5.2e-01 (32),4.2e-01 ± 4.7e-02 (32),6.0e-02 ± 2.4e-02 (32),4.4e+01 ± 3.3e+00 (32),1.6e+00 ± 1.5e-01 (32),2.0e-01 ± 1.5e-02 (32),2.7e+01 ± 2.4e+00 (32),2.1e+01 ± 2.1e+00 (32),3.5e+01 ± 3.2e+00 (9),1.6e-01 ± 2.9e-02 (32),2.1e-01 ± 1.9e-02 (32),6.2e-01 ± 2.3e-02 (31),4.4e-01 ± 8.2e-03 (32),5.9e-02 ± 6.7e-03 (32),2.4e-01 ± 1.3e-02 (32) +LMM Baseline I - 11 Hz,,"2.7e-01, -1.4e-01","2.1e-01, -2.0e-02","6.1e-01, 2.3e-01","6.6e-02, 3.3e-01","3.0e-02, 1.1e-02",,"2.6e-01, 6.3e-01","9.4e-01, 5.0e-03",,,,"5.4e-01, 2.1e-02","6.9e-01, -1.8e-02","3.2e-01, 4.4e-02",,"5.5e-01, 1.1e-02","2.7e-01, -4.2e-02" +LMM Baseline I - Baseline II,"8.2e-01, 1.1e+00",,"4.1e-01, 1.8e-02","1.7e-02, -4.4e-01","4.7e-01, -1.3e-01","4.7e-01, -1.2e-02","4.7e-01, -6.7e+00","5.6e-01, -5.7e-01",,"7.8e-01, -1.5e+00","8.2e-01, 1.1e+00","1.0e+00, 9.1e+00",,"5.4e-01, -1.7e-02","4.1e-01, -6.2e-02","9.3e-01, -2.6e-03","5.0e-01, -9.7e-03","6.4e-01, 1.3e-02" +LMM Baseline I - 30 Hz,"6.0e-02, -3.5e+00",,"6.5e-05, -3.1e-02",,"2.2e-02, 3.0e-01",,"1.2e-02, 2.0e+01","7.0e-01, 2.7e-01",,"5.1e-01, 2.5e+00","2.3e-01, -2.7e+00","1.0e+00, -1.1e-02","1.3e-02, 3.5e-02","7.1e-02, -3.9e-02","8.8e-01, 1.1e-02",,,"5.7e-01, -1.2e-02" +LMM 11 Hz - Baseline II,"6.8e-01, 2.3e+00","2.9e-01, -1.1e-01","4.3e-01, 1.2e-02","6.1e-01, -6.8e-02","1.2e-01, 2.6e-01","4.1e-01, -7.9e-03","1.1e-01, 1.1e+01","2.9e-01, 2.6e-01","1.0e-04, 4.7e-02","5.3e-01, 4.2e+00","6.2e-01, 2.6e+00","1.7e-01, 2.8e+01","3.5e-01, -1.2e-02","6.0e-01, 1.4e-02","9.5e-01, 2.5e-03","7.0e-01, 9.8e-03","7.7e-01, 2.7e-03","8.7e-01, -3.7e-03" +LMM 11 Hz - 30 Hz,"6.4e-01, 1.4e+00","4.3e-01, -9.2e-02","6.8e-01, -1.7e-02",,"4.7e-01, 5.6e-02","6.0e-01, 1.5e-02","4.9e-01, 3.6e+00","6.7e-01, 1.6e-01","4.7e-01, -2.2e-02","5.0e-01, 2.5e+00","5.5e-01, 1.8e+00",,"9.7e-01, 2.4e-03","2.5e-01, 3.2e-02","3.4e-01, 3.9e-02","1.0e-01, 2.9e-02","2.6e-01, 1.4e-02","4.4e-01, -2.3e-02" +LMM Baseline II - 30 Hz,"8.0e-01, 1.0e+00","6.3e-01, -5.2e-02","5.8e-01, -8.2e-03","9.1e-01, -3.2e-02","2.9e-02, 1.4e-01","8.5e-01, 2.5e-03",,"2.4e-03, 2.2e-01",,,"8.6e-01, 8.5e-01","5.6e-01, 8.9e+00","6.4e-01, 5.0e-03","3.1e-01, -3.4e-02",,"6.0e-01, -1.1e-02",,"8.7e-01, 7.2e-03" diff --git a/actions/comparisons-allcells/data/statistics/statistics_ns_inhibited.tex b/actions/comparisons-allcells/data/statistics/statistics_ns_inhibited.tex new file mode 100644 index 000000000..2e98d3c1a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_ns_inhibited.tex @@ -0,0 +1,16 @@ +\begin{tabular}{lllllllllllllllllll} +\toprule +{} & Average rate & Gridness & Sparsity & Selectivity & Information rate & Information specificity & Max rate & Interspike interval cv & Burst event ratio & In-field mean rate & Out-field mean rate & Max-field mean rate & Specificity & Speed score & Spacing & Field area & Head mean vec len & Border score \\ +\midrule +Baseline I & 3.0e+01 ± 2.7e+00 (12) & -4.3e-01 ± 8.5e-02 (12) & 9.3e-01 ± 1.2e-02 (12) & 2.3e+00 ± 1.8e-01 (12) & 7.2e-01 ± 8.1e-02 (12) & 3.0e-02 ± 1.0e-02 (12) & 6.7e+01 ± 6.1e+00 (12) & 1.9e+00 ± 4.1e-01 (12) & 2.6e-01 ± 2.1e-02 (12) & 3.6e+01 ± 2.7e+00 (12) & 2.7e+01 ± 2.4e+00 (12) & 3.6e+01 ± 2.0e+00 (3) & 1.3e-01 ± 1.2e-02 (12) & 1.5e-01 ± 4.0e-02 (12) & 6.6e-01 ± 5.6e-02 (12) & 4.2e-01 ± 1.6e-02 (12) & 4.8e-02 ± 7.0e-03 (12) & 2.5e-01 ± 1.8e-02 (12) \\ +11 Hz & 1.9e+01 ± 3.0e+00 (25) & -2.8e-01 ± 4.8e-02 (25) & 9.2e-01 ± 1.4e-02 (25) & 2.4e+00 ± 2.3e-01 (25) & 3.8e-01 ± 5.6e-02 (25) & 3.3e-02 ± 6.3e-03 (25) & 3.7e+01 ± 4.8e+00 (25) & 1.5e+00 ± 8.0e-02 (25) & 2.0e-01 ± 2.2e-02 (25) & 2.3e+01 ± 3.4e+00 (25) & 1.8e+01 ± 2.8e+00 (25) & 2.0e+01 ± 4.0e+00 (11) & 1.5e-01 ± 1.5e-02 (25) & 1.8e-01 ± 2.0e-02 (25) & 6.0e-01 ± 2.4e-02 (25) & 4.1e-01 ± 8.0e-03 (25) & 4.3e-02 ± 5.4e-03 (25) & 2.7e-01 ± 1.6e-02 (25) \\ +Baseline II & 2.7e+01 ± 2.3e+00 (17) & -4.2e-01 ± 3.6e-02 (17) & 9.4e-01 ± 5.9e-03 (17) & 1.9e+00 ± 6.4e-02 (17) & 5.9e-01 ± 7.0e-02 (17) & 2.5e-02 ± 3.3e-03 (17) & 4.9e+01 ± 4.2e+00 (17) & 1.7e+00 ± 1.0e-01 (17) & 2.8e-01 ± 1.7e-02 (17) & 3.2e+01 ± 2.6e+00 (17) & 2.4e+01 ± 2.2e+00 (17) & 4.8e+01 ± 5.4e+00 (4) & 1.2e-01 ± 5.8e-03 (17) & 1.7e-01 ± 2.5e-02 (17) & 5.8e-01 ± 2.3e-02 (17) & 4.3e-01 ± 1.3e-02 (17) & 4.0e-02 ± 3.0e-03 (17) & 2.5e-01 ± 1.9e-02 (17) \\ +30 Hz & 2.3e+01 ± 2.1e+00 (32) & -3.3e-01 ± 5.8e-02 (32) & 9.0e-01 ± 2.9e-02 (32) & 2.9e+00 ± 5.2e-01 (32) & 4.2e-01 ± 4.7e-02 (32) & 6.0e-02 ± 2.4e-02 (32) & 4.4e+01 ± 3.3e+00 (32) & 1.6e+00 ± 1.5e-01 (32) & 2.0e-01 ± 1.5e-02 (32) & 2.7e+01 ± 2.4e+00 (32) & 2.1e+01 ± 2.1e+00 (32) & 3.5e+01 ± 3.2e+00 (9) & 1.6e-01 ± 2.9e-02 (32) & 2.1e-01 ± 1.9e-02 (32) & 6.2e-01 ± 2.3e-02 (31) & 4.4e-01 ± 8.2e-03 (32) & 5.9e-02 ± 6.7e-03 (32) & 2.4e-01 ± 1.3e-02 (32) \\ +LMM Baseline I - 11 Hz & NaN & 2.7e-01, -1.4e-01 & 2.1e-01, -2.0e-02 & 6.1e-01, 2.3e-01 & 6.6e-02, 3.3e-01 & 3.0e-02, 1.1e-02 & NaN & 2.6e-01, 6.3e-01 & 9.4e-01, 5.0e-03 & NaN & NaN & NaN & 5.4e-01, 2.1e-02 & 6.9e-01, -1.8e-02 & 3.2e-01, 4.4e-02 & NaN & 5.5e-01, 1.1e-02 & 2.7e-01, -4.2e-02 \\ +LMM Baseline I - Baseline II & 8.2e-01, 1.1e+00 & NaN & 4.1e-01, 1.8e-02 & 1.7e-02, -4.4e-01 & 4.7e-01, -1.3e-01 & 4.7e-01, -1.2e-02 & 4.7e-01, -6.7e+00 & 5.6e-01, -5.7e-01 & NaN & 7.8e-01, -1.5e+00 & 8.2e-01, 1.1e+00 & 1.0e+00, 9.1e+00 & NaN & 5.4e-01, -1.7e-02 & 4.1e-01, -6.2e-02 & 9.3e-01, -2.6e-03 & 5.0e-01, -9.7e-03 & 6.4e-01, 1.3e-02 \\ +LMM Baseline I - 30 Hz & 6.0e-02, -3.5e+00 & NaN & 6.5e-05, -3.1e-02 & NaN & 2.2e-02, 3.0e-01 & NaN & 1.2e-02, 2.0e+01 & 7.0e-01, 2.7e-01 & NaN & 5.1e-01, 2.5e+00 & 2.3e-01, -2.7e+00 & 1.0e+00, -1.1e-02 & 1.3e-02, 3.5e-02 & 7.1e-02, -3.9e-02 & 8.8e-01, 1.1e-02 & NaN & NaN & 5.7e-01, -1.2e-02 \\ +LMM 11 Hz - Baseline II & 6.8e-01, 2.3e+00 & 2.9e-01, -1.1e-01 & 4.3e-01, 1.2e-02 & 6.1e-01, -6.8e-02 & 1.2e-01, 2.6e-01 & 4.1e-01, -7.9e-03 & 1.1e-01, 1.1e+01 & 2.9e-01, 2.6e-01 & 1.0e-04, 4.7e-02 & 5.3e-01, 4.2e+00 & 6.2e-01, 2.6e+00 & 1.7e-01, 2.8e+01 & 3.5e-01, -1.2e-02 & 6.0e-01, 1.4e-02 & 9.5e-01, 2.5e-03 & 7.0e-01, 9.8e-03 & 7.7e-01, 2.7e-03 & 8.7e-01, -3.7e-03 \\ +LMM 11 Hz - 30 Hz & 6.4e-01, 1.4e+00 & 4.3e-01, -9.2e-02 & 6.8e-01, -1.7e-02 & NaN & 4.7e-01, 5.6e-02 & 6.0e-01, 1.5e-02 & 4.9e-01, 3.6e+00 & 6.7e-01, 1.6e-01 & 4.7e-01, -2.2e-02 & 5.0e-01, 2.5e+00 & 5.5e-01, 1.8e+00 & NaN & 9.7e-01, 2.4e-03 & 2.5e-01, 3.2e-02 & 3.4e-01, 3.9e-02 & 1.0e-01, 2.9e-02 & 2.6e-01, 1.4e-02 & 4.4e-01, -2.3e-02 \\ +LMM Baseline II - 30 Hz & 8.0e-01, 1.0e+00 & 6.3e-01, -5.2e-02 & 5.8e-01, -8.2e-03 & 9.1e-01, -3.2e-02 & 2.9e-02, 1.4e-01 & 8.5e-01, 2.5e-03 & NaN & 2.4e-03, 2.2e-01 & NaN & NaN & 8.6e-01, 8.5e-01 & 5.6e-01, 8.9e+00 & 6.4e-01, 5.0e-03 & 3.1e-01, -3.4e-02 & NaN & 6.0e-01, -1.1e-02 & NaN & 8.7e-01, 7.2e-03 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/statistics_ns_not_inhibited.csv b/actions/comparisons-allcells/data/statistics/statistics_ns_not_inhibited.csv new file mode 100644 index 000000000..ae671a4f2 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_ns_not_inhibited.csv @@ -0,0 +1,11 @@ +,Average rate,Gridness,Sparsity,Selectivity,Information rate,Information specificity,Max rate,Interspike interval cv,Burst event ratio,In-field mean rate,Out-field mean rate,Max-field mean rate,Specificity,Speed score,Spacing,Field area,Head mean vec len,Border score +Baseline I,2.6e+01 ± 3.3e+00 (30),-3.8e-01 ± 6.4e-02 (30),8.9e-01 ± 2.7e-02 (30),2.8e+00 ± 4.0e-01 (30),6.3e-01 ± 8.8e-02 (30),6.7e-02 ± 2.5e-02 (30),4.9e+01 ± 4.4e+00 (30),1.8e+00 ± 2.3e-01 (30),2.5e-01 ± 1.4e-02 (30),3.0e+01 ± 3.5e+00 (30),2.4e+01 ± 3.3e+00 (30),3.0e+01 ± 7.5e+00 (6),1.7e-01 ± 3.0e-02 (30),2.0e-01 ± 2.2e-02 (30),6.7e-01 ± 3.4e-02 (30),4.4e-01 ± 9.5e-03 (30),7.3e-02 ± 1.8e-02 (30),2.5e-01 ± 1.1e-02 (30) +11 Hz,2.2e+01 ± 1.8e+00 (32),-2.4e-01 ± 4.8e-02 (32),8.8e-01 ± 3.0e-02 (32),3.2e+00 ± 5.0e-01 (32),5.4e-01 ± 1.0e-01 (32),6.8e-02 ± 2.4e-02 (32),4.7e+01 ± 3.8e+00 (32),1.6e+00 ± 9.4e-02 (32),2.4e-01 ± 1.7e-02 (32),2.6e+01 ± 2.0e+00 (32),2.0e+01 ± 1.7e+00 (32),2.9e+01 ± 2.4e+00 (12),1.5e-01 ± 2.5e-02 (32),1.5e-01 ± 2.3e-02 (32),6.6e-01 ± 2.2e-02 (31),4.2e-01 ± 8.1e-03 (32),7.5e-02 ± 2.1e-02 (32),2.5e-01 ± 1.3e-02 (32) +Baseline II,2.0e+01 ± 2.4e+00 (23),-3.4e-01 ± 5.9e-02 (23),8.5e-01 ± 3.4e-02 (23),3.5e+00 ± 4.1e-01 (23),5.8e-01 ± 9.3e-02 (23),7.2e-02 ± 2.6e-02 (23),5.1e+01 ± 5.4e+00 (23),1.7e+00 ± 1.6e-01 (23),2.2e-01 ± 2.0e-02 (23),2.4e+01 ± 2.7e+00 (23),1.8e+01 ± 2.3e+00 (23),2.3e+01 ± 4.6e+00 (11),1.8e-01 ± 3.2e-02 (23),1.2e-01 ± 3.4e-02 (23),6.1e-01 ± 2.6e-02 (23),4.2e-01 ± 1.1e-02 (23),7.8e-02 ± 2.4e-02 (23),2.4e-01 ± 1.5e-02 (23) +30 Hz,2.0e+01 ± 4.8e+00 (12),-3.0e-01 ± 6.1e-02 (12),8.7e-01 ± 5.2e-02 (12),2.8e+00 ± 5.5e-01 (12),3.2e-01 ± 5.7e-02 (12),7.6e-02 ± 4.4e-02 (12),3.9e+01 ± 8.6e+00 (12),1.7e+00 ± 2.3e-01 (12),2.0e-01 ± 3.5e-02 (12),2.3e+01 ± 5.2e+00 (12),1.8e+01 ± 4.5e+00 (12),1.9e+01 ± 9.0e+00 (4),2.1e-01 ± 6.7e-02 (12),1.3e-01 ± 3.5e-02 (12),6.2e-01 ± 2.7e-02 (12),4.2e-01 ± 9.1e-03 (12),9.8e-02 ± 4.1e-02 (12),2.4e-01 ± 2.6e-02 (12) +LMM Baseline I - 11 Hz,,"9.8e-01, -3.1e-03","8.2e-01, 2.5e-02","9.1e-01, -4.4e-01","4.0e-01, 2.7e-01","9.1e-01, -2.1e-02",,"9.8e-01, 1.5e-02",,,"3.4e-01, 4.6e+00","2.9e-01, 4.6e+00","8.0e-01, -3.0e-02","2.9e-01, 7.6e-02","2.8e-01, 5.0e-02",,,"9.0e-01, -5.5e-03" +LMM Baseline I - Baseline II,,"9.6e-01, -1.4e-02","9.0e-01, 7.9e-03","8.4e-01, 2.0e-01","3.9e-01, -1.7e-01","6.1e-01, -3.2e-02","7.2e-01, 1.6e+00","7.2e-01, -1.9e-01","9.4e-01, -7.2e-03","6.8e-01, -1.7e+00","9.3e-01, -7.6e-01",,"6.1e-01, -3.6e-02","3.2e-01, -7.4e-02","7.1e-01, -2.8e-02","7.2e-01, -1.8e-02",,"9.1e-01, -4.4e-03" +LMM Baseline I - 30 Hz,"1.4e-01, 2.4e+00","8.6e-01, -5.8e-02","8.5e-01, -4.0e-02","9.3e-01, 2.9e-01","3.0e-01, 4.2e-01","8.5e-01, 3.5e-02","3.7e-01, 7.8e+00","9.5e-01, 7.7e-02","3.4e-05, 7.1e-02","3.3e-01, 3.6e+00","1.8e-03, 2.6e+00",,"9.8e-01, 6.6e-03","7.5e-01, 3.8e-02","1.4e-01, 6.9e-02",,"9.9e-01, -4.9e-03","8.5e-01, 1.4e-02" +LMM 11 Hz - Baseline II,,"9.7e-01, 2.2e-03","9.6e-01, -1.5e-03","9.9e-01, 6.3e-03","2.8e-01, 1.3e-01","9.9e-01, 3.0e-04","8.4e-02, 1.0e+01","5.3e-01, 1.3e-01","9.5e-01, 1.4e-03","1.1e-02, 6.1e+00","9.5e-04, 4.6e+00","9.8e-01, 1.7e-01","8.8e-01, 5.3e-03","9.6e-01, -3.7e-03","9.7e-02, -3.4e-02",,"8.2e-01, -6.6e-03","4.4e-01, -2.3e-02" +LMM 11 Hz - 30 Hz,"7.3e-01, 2.2e+00","2.5e-01, 6.7e-02","7.3e-01, 1.1e-02","9.7e-01, 2.6e-02",,"8.4e-01, -8.3e-03","6.7e-01, 4.0e+00","4.6e-01, -2.1e-01","2.3e-01, -6.6e-02","6.7e-01, 2.8e+00","6.9e-01, 2.4e+00",,"9.0e-01, -4.5e-03","9.1e-01, 1.2e-02","4.5e-01, -6.3e-02","5.7e-01, -2.0e-02","8.7e-01, 6.5e-03","7.9e-01, -1.4e-02" +LMM Baseline II - 30 Hz,,,"8.5e-01, -1.3e-02","7.9e-01, 3.2e-01","1.9e-02, 1.7e-01","8.8e-01, 1.6e-02","7.6e-01, 4.6e+00","7.1e-01, 9.5e-02","6.6e-01, 2.9e-02","9.7e-01, -4.5e-01","9.8e-01, -4.9e-01",,"4.8e-01, -2.7e-02","8.9e-01, -1.3e-02","8.1e-01, 2.7e-02","9.0e-01, 1.3e-02","8.9e-01, 6.4e-03","7.4e-01, 2.4e-02" diff --git a/actions/comparisons-allcells/data/statistics/statistics_ns_not_inhibited.tex b/actions/comparisons-allcells/data/statistics/statistics_ns_not_inhibited.tex new file mode 100644 index 000000000..486c02eea --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/statistics_ns_not_inhibited.tex @@ -0,0 +1,16 @@ +\begin{tabular}{lllllllllllllllllll} +\toprule +{} & Average rate & Gridness & Sparsity & Selectivity & Information rate & Information specificity & Max rate & Interspike interval cv & Burst event ratio & In-field mean rate & Out-field mean rate & Max-field mean rate & Specificity & Speed score & Spacing & Field area & Head mean vec len & Border score \\ +\midrule +Baseline I & 2.6e+01 ± 3.3e+00 (30) & -3.8e-01 ± 6.4e-02 (30) & 8.9e-01 ± 2.7e-02 (30) & 2.8e+00 ± 4.0e-01 (30) & 6.3e-01 ± 8.8e-02 (30) & 6.7e-02 ± 2.5e-02 (30) & 4.9e+01 ± 4.4e+00 (30) & 1.8e+00 ± 2.3e-01 (30) & 2.5e-01 ± 1.4e-02 (30) & 3.0e+01 ± 3.5e+00 (30) & 2.4e+01 ± 3.3e+00 (30) & 3.0e+01 ± 7.5e+00 (6) & 1.7e-01 ± 3.0e-02 (30) & 2.0e-01 ± 2.2e-02 (30) & 6.7e-01 ± 3.4e-02 (30) & 4.4e-01 ± 9.5e-03 (30) & 7.3e-02 ± 1.8e-02 (30) & 2.5e-01 ± 1.1e-02 (30) \\ +11 Hz & 2.2e+01 ± 1.8e+00 (32) & -2.4e-01 ± 4.8e-02 (32) & 8.8e-01 ± 3.0e-02 (32) & 3.2e+00 ± 5.0e-01 (32) & 5.4e-01 ± 1.0e-01 (32) & 6.8e-02 ± 2.4e-02 (32) & 4.7e+01 ± 3.8e+00 (32) & 1.6e+00 ± 9.4e-02 (32) & 2.4e-01 ± 1.7e-02 (32) & 2.6e+01 ± 2.0e+00 (32) & 2.0e+01 ± 1.7e+00 (32) & 2.9e+01 ± 2.4e+00 (12) & 1.5e-01 ± 2.5e-02 (32) & 1.5e-01 ± 2.3e-02 (32) & 6.6e-01 ± 2.2e-02 (31) & 4.2e-01 ± 8.1e-03 (32) & 7.5e-02 ± 2.1e-02 (32) & 2.5e-01 ± 1.3e-02 (32) \\ +Baseline II & 2.0e+01 ± 2.4e+00 (23) & -3.4e-01 ± 5.9e-02 (23) & 8.5e-01 ± 3.4e-02 (23) & 3.5e+00 ± 4.1e-01 (23) & 5.8e-01 ± 9.3e-02 (23) & 7.2e-02 ± 2.6e-02 (23) & 5.1e+01 ± 5.4e+00 (23) & 1.7e+00 ± 1.6e-01 (23) & 2.2e-01 ± 2.0e-02 (23) & 2.4e+01 ± 2.7e+00 (23) & 1.8e+01 ± 2.3e+00 (23) & 2.3e+01 ± 4.6e+00 (11) & 1.8e-01 ± 3.2e-02 (23) & 1.2e-01 ± 3.4e-02 (23) & 6.1e-01 ± 2.6e-02 (23) & 4.2e-01 ± 1.1e-02 (23) & 7.8e-02 ± 2.4e-02 (23) & 2.4e-01 ± 1.5e-02 (23) \\ +30 Hz & 2.0e+01 ± 4.8e+00 (12) & -3.0e-01 ± 6.1e-02 (12) & 8.7e-01 ± 5.2e-02 (12) & 2.8e+00 ± 5.5e-01 (12) & 3.2e-01 ± 5.7e-02 (12) & 7.6e-02 ± 4.4e-02 (12) & 3.9e+01 ± 8.6e+00 (12) & 1.7e+00 ± 2.3e-01 (12) & 2.0e-01 ± 3.5e-02 (12) & 2.3e+01 ± 5.2e+00 (12) & 1.8e+01 ± 4.5e+00 (12) & 1.9e+01 ± 9.0e+00 (4) & 2.1e-01 ± 6.7e-02 (12) & 1.3e-01 ± 3.5e-02 (12) & 6.2e-01 ± 2.7e-02 (12) & 4.2e-01 ± 9.1e-03 (12) & 9.8e-02 ± 4.1e-02 (12) & 2.4e-01 ± 2.6e-02 (12) \\ +LMM Baseline I - 11 Hz & NaN & 9.8e-01, -3.1e-03 & 8.2e-01, 2.5e-02 & 9.1e-01, -4.4e-01 & 4.0e-01, 2.7e-01 & 9.1e-01, -2.1e-02 & NaN & 9.8e-01, 1.5e-02 & NaN & NaN & 3.4e-01, 4.6e+00 & 2.9e-01, 4.6e+00 & 8.0e-01, -3.0e-02 & 2.9e-01, 7.6e-02 & 2.8e-01, 5.0e-02 & NaN & NaN & 9.0e-01, -5.5e-03 \\ +LMM Baseline I - Baseline II & NaN & 9.6e-01, -1.4e-02 & 9.0e-01, 7.9e-03 & 8.4e-01, 2.0e-01 & 3.9e-01, -1.7e-01 & 6.1e-01, -3.2e-02 & 7.2e-01, 1.6e+00 & 7.2e-01, -1.9e-01 & 9.4e-01, -7.2e-03 & 6.8e-01, -1.7e+00 & 9.3e-01, -7.6e-01 & NaN & 6.1e-01, -3.6e-02 & 3.2e-01, -7.4e-02 & 7.1e-01, -2.8e-02 & 7.2e-01, -1.8e-02 & NaN & 9.1e-01, -4.4e-03 \\ +LMM Baseline I - 30 Hz & 1.4e-01, 2.4e+00 & 8.6e-01, -5.8e-02 & 8.5e-01, -4.0e-02 & 9.3e-01, 2.9e-01 & 3.0e-01, 4.2e-01 & 8.5e-01, 3.5e-02 & 3.7e-01, 7.8e+00 & 9.5e-01, 7.7e-02 & 3.4e-05, 7.1e-02 & 3.3e-01, 3.6e+00 & 1.8e-03, 2.6e+00 & NaN & 9.8e-01, 6.6e-03 & 7.5e-01, 3.8e-02 & 1.4e-01, 6.9e-02 & NaN & 9.9e-01, -4.9e-03 & 8.5e-01, 1.4e-02 \\ +LMM 11 Hz - Baseline II & NaN & 9.7e-01, 2.2e-03 & 9.6e-01, -1.5e-03 & 9.9e-01, 6.3e-03 & 2.8e-01, 1.3e-01 & 9.9e-01, 3.0e-04 & 8.4e-02, 1.0e+01 & 5.3e-01, 1.3e-01 & 9.5e-01, 1.4e-03 & 1.1e-02, 6.1e+00 & 9.5e-04, 4.6e+00 & 9.8e-01, 1.7e-01 & 8.8e-01, 5.3e-03 & 9.6e-01, -3.7e-03 & 9.7e-02, -3.4e-02 & NaN & 8.2e-01, -6.6e-03 & 4.4e-01, -2.3e-02 \\ +LMM 11 Hz - 30 Hz & 7.3e-01, 2.2e+00 & 2.5e-01, 6.7e-02 & 7.3e-01, 1.1e-02 & 9.7e-01, 2.6e-02 & NaN & 8.4e-01, -8.3e-03 & 6.7e-01, 4.0e+00 & 4.6e-01, -2.1e-01 & 2.3e-01, -6.6e-02 & 6.7e-01, 2.8e+00 & 6.9e-01, 2.4e+00 & NaN & 9.0e-01, -4.5e-03 & 9.1e-01, 1.2e-02 & 4.5e-01, -6.3e-02 & 5.7e-01, -2.0e-02 & 8.7e-01, 6.5e-03 & 7.9e-01, -1.4e-02 \\ +LMM Baseline II - 30 Hz & NaN & NaN & 8.5e-01, -1.3e-02 & 7.9e-01, 3.2e-01 & 1.9e-02, 1.7e-01 & 8.8e-01, 1.6e-02 & 7.6e-01, 4.6e+00 & 7.1e-01, 9.5e-02 & 6.6e-01, 2.9e-02 & 9.7e-01, -4.5e-01 & 9.8e-01, -4.9e-01 & NaN & 4.8e-01, -2.7e-02 & 8.9e-01, -1.3e-02 & 8.1e-01, 2.7e-02 & 9.0e-01, 1.3e-02 & 8.9e-01, 6.4e-03 & 7.4e-01, 2.4e-02 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_average_rate.csv new file mode 100644 index 000000000..b279f0aff --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_average_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz 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+737,1849,929,7,60319,,,,23.912463748791627 +221,1849,930,7,150319,6.008633765021582,,, +279,1849,931,7,280219,18.4159207960398,,, +280,1849,932,7,280219,5.6619497641548735,,, +281,1849,933,7,280219,10.705535276763836,,, +374,1849,934,7,280219,,0.12834402866905564,, +375,1849,935,7,280219,,2.675222935244601,, +376,1849,936,7,280219,,16.83640303358612,, +377,1849,937,7,280219,,9.485790482540203,, +553,1849,938,7,280219,,,13.031879418434027, +554,1849,939,7,280219,,,12.72175536881418, +687,1849,940,7,280219,,,,5.840194673155767 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_average_rate.tex new file mode 100644 index 000000000..3033e80a0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_average_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 14.649310 & NaN & 9.238641 & 8.953632 \\ +0 & 1833 & 1 & 0 & 260619 & 3.715124 & NaN & 1.885031 & 6.260352 \\ +15 & 1833 & 2 & 0 & 10719 & 0.498342 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 4.496742 & 4.617051 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 2.446707 & 2.023502 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 5.598800 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 3.376948 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 7.900527 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 1.265084 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 14.582639 & 12.692513 & 12.327078 & 13.745458 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 23.348223 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 5.415361 & 6.456882 & 9.526984 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 16.681112 & 16.498883 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.203340 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.146705 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.108337 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 16.740558 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 3.031768 \\ +131 & 1833 & 21 & 0 & 120619 & 2.005100 & 1.703475 & 1.923397 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 16.171078 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 11.552629 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 6.990117 & 6.953565 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 2.531751 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.385013 \\ +1 & 1833 & 30 & 0 & 260619 & 5.868529 & NaN & 5.365089 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 3.143438 & 3.566964 & 3.411724 & 2.675388 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 9.922494 & 6.440107 & 6.515819 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 7.018450 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 3.633636 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 2.505042 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 7.118452 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 4.008400 & 2.938578 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 6.546776 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 16.140269 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 9.640643 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 5.937062 & NaN & 17.018617 & 17.438915 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.255021 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 1.366781 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 4.863739 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 13.329222 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 7.152143 & NaN & 8.155272 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 16.017735 & 7.545503 & 12.460415 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 3.730249 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 20.497350 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 12.743758 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 18.650622 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 10.387013 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 17.892263 \\ +132 & 1833 & 72 & 1 & 120619 & 20.552694 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 23.706580 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 17.424785 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 19.651994 & 19.238975 \\ +3 & 1833 & 78 & 1 & 260619 & 17.505584 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 6.285210 & 5.183765 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 30.850904 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 25.063751 & 26.999523 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 4.685078 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 4.608237 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 2.209371 \\ +81 & 1833 & 87 & 1 & 290519 & 8.957264 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 2.558547 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 8.579048 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 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& NaN & 5.763525 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 8.670289 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 14.727158 \\ +9 & 1833 & 263 & 6 & 260619 & 10.245342 & NaN & NaN & 10.778754 \\ +10 & 1833 & 264 & 6 & 260619 & 20.505684 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 5.590186 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 6.910576 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 5.022085 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 4.823735 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 1.700142 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 9.425157 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 8.051430 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 10.749277 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 3.806743 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 2.914011 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 9.558968 \\ +88 & 1833 & 276 & 6 & 290519 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& NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 15.536295 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 28.344751 & 22.081472 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 0.718877 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 0.639198 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 0.887087 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 1.469625 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 0.779078 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 3.757282 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 25.307510 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 1.055053 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 22.561504 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 17.957565 & 22.753184 & 20.937365 & 24.480816 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 19.200320 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 4.923580 & 16.919461 & 15.191246 & 19.403657 \\ +166 & 1834 & 346 & 0 & 220319 & 19.537644 & NaN & NaN & NaN \\ +119 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NaN & NaN \\ +410 & 1834 & 417 & 5 & 60319 & NaN & 27.223482 & 20.232341 & 13.463782 \\ +585 & 1834 & 418 & 5 & 60319 & NaN & NaN & 20.694023 & NaN \\ +586 & 1834 & 419 & 5 & 60319 & NaN & NaN & 23.959132 & NaN \\ +107 & 1834 & 420 & 5 & 110319 & 9.353801 & NaN & NaN & NaN \\ +749 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 24.264142 \\ +108 & 1834 & 422 & 5 & 110319 & 32.383286 & NaN & NaN & NaN \\ +109 & 1834 & 423 & 5 & 110319 & 9.462140 & 9.150610 & NaN & NaN \\ +431 & 1834 & 424 & 5 & 110319 & NaN & 25.076672 & NaN & NaN \\ +432 & 1834 & 425 & 5 & 110319 & NaN & 21.884792 & NaN & NaN \\ +200 & 1834 & 428 & 5 & 120319 & 13.178992 & 25.108341 & 13.917131 & 15.343845 \\ +605 & 1834 & 429 & 5 & 120319 & NaN & NaN & 20.564019 & NaN \\ +673 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 8.726958 \\ +674 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 5.128504 \\ +57 & 1834 & 432 & 5 & 150319 & 19.089606 & NaN & NaN & NaN \\ +58 & 1834 & 433 & 5 & 150319 & 1.826788 & NaN & NaN & NaN \\ +59 & 1834 & 434 & 5 & 150319 & 14.564304 & NaN & NaN & NaN \\ +60 & 1834 & 435 & 5 & 150319 & 7.475498 & NaN & NaN & NaN \\ +329 & 1834 & 436 & 5 & 150319 & NaN & 24.420368 & NaN & NaN \\ +529 & 1834 & 437 & 5 & 150319 & NaN & NaN & 1.420024 & 0.876696 \\ +530 & 1834 & 438 & 5 & 150319 & NaN & NaN & 21.265354 & NaN \\ +699 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 13.300443 \\ +700 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 15.202173 \\ +701 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 0.480016 \\ +702 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 18.152272 \\ +703 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 0.873362 \\ +172 & 1834 & 444 & 5 & 220319 & 0.888378 & NaN & NaN & NaN \\ +127 & 1834 & 445 & 6 & 10319 & 24.126027 & NaN & NaN & NaN \\ +128 & 1834 & 446 & 6 & 10319 & 28.330864 & 23.445287 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 22.920243 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 0.611718 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 25.608760 & 26.032534 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 21.225354 & 19.145638 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 0.761692 \\ +411 & 1834 & 452 & 6 & 60319 & NaN & 36.112407 & 45.186506 & NaN \\ +412 & 1834 & 453 & 6 & 60319 & NaN & 11.869125 & 7.068569 & NaN \\ +413 & 1834 & 454 & 6 & 60319 & NaN & 14.157611 & NaN & NaN \\ +414 & 1834 & 455 & 6 & 60319 & NaN & 7.997200 & 15.158839 & 16.142205 \\ +587 & 1834 & 456 & 6 & 60319 & NaN & NaN & 10.137005 & NaN \\ +750 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 16.495550 \\ +751 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 24.682489 \\ +110 & 1834 & 459 & 6 & 110319 & 15.790790 & NaN & NaN & NaN \\ +111 & 1834 & 460 & 6 & 110319 & 22.326116 & NaN & NaN & NaN \\ +433 & 1834 & 461 & 6 & 110319 & NaN & 18.122875 & NaN & NaN \\ +434 & 1834 & 462 & 6 & 110319 & NaN & 20.896393 & NaN & NaN \\ +435 & 1834 & 464 & 6 & 110319 & NaN & 0.148343 & NaN & NaN \\ +436 & 1834 & 465 & 6 & 110319 & NaN & 0.346690 & NaN & NaN \\ 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6 & 220319 & NaN & NaN & 7.896712 & 7.590127 \\ +608 & 1834 & 488 & 6 & 220319 & NaN & NaN & 6.760747 & 6.270105 \\ +609 & 1834 & 489 & 6 & 220319 & NaN & NaN & 21.409865 & 22.530376 \\ +129 & 1834 & 490 & 7 & 10319 & 20.874310 & NaN & NaN & NaN \\ +130 & 1834 & 491 & 7 & 10319 & 21.973932 & NaN & NaN & NaN \\ +390 & 1834 & 492 & 7 & 10319 & NaN & 11.175931 & NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & 12.592716 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & 6.273856 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & 12.564380 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & 23.720310 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & 18.975316 & 23.817461 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & 19.360323 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & 12.760213 & 16.128871 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 3.573452 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 12.698757 \\ +195 & 1834 & 502 & 7 & 60319 & 19.043150 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & 16.100359 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & 6.333756 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & 16.339423 & 6.858562 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 17.351157 & 17.430581 & 17.540585 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 7.430495 & 9.380313 & 8.378613 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 8.358891 & 8.495283 & 5.493516 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 7.581919 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 18.190606 \\ +112 & 1834 & 511 & 7 & 110319 & 7.248696 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & 2.938480 & 5.478699 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & 0.281681 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & 20.314349 & 22.209814 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & 7.748721 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & 0.128342 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 2.578505 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 16.387759 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & 0.201680 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & 0.156677 & NaN & NaN \\ +202 & 1834 & 527 & 7 & 120319 & 26.267980 & 23.681579 & 30.416014 & 28.175939 \\ +203 & 1834 & 528 & 7 & 120319 & 5.328600 & NaN & NaN & NaN \\ +306 & 1834 & 529 & 7 & 120319 & NaN & 0.323355 & 0.416681 & 0.196673 \\ +307 & 1834 & 530 & 7 & 120319 & NaN & 18.382892 & NaN & NaN \\ +61 & 1834 & 531 & 7 & 150319 & 7.170478 & NaN & NaN & NaN \\ +62 & 1834 & 532 & 7 & 150319 & 2.008467 & NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & 0.890059 & NaN & 0.543342 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & 2.203480 & NaN & 4.005067 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & 15.927729 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & 1.061737 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & 18.159847 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & 18.714893 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 0.748396 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 27.587299 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 4.695391 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 0.553379 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 19.333656 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 15.516925 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 17.895298 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.658344 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.736679 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 7.470125 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 4.791747 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 13.550452 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 14.970499 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 29.567652 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 26.144205 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 2.368412 \\ +178 & 1834 & 555 & 7 & 220319 & 25.179592 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 2.110106 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 1.406737 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 0.296682 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 30.518193 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 24.519968 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 5.483699 & 4.120169 & 2.633377 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 6.408761 & 6.785768 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 15.474365 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 22.445746 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 8.360440 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 32.550543 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.306672 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.391673 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & 0.793399 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & 3.713395 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & 2.250188 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & 3.548511 & 4.111735 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & 0.286691 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 7.233454 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 8.800440 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.853376 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.313339 \\ +101 & 1839 & 584 & 3 & 200619 & 3.896991 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 0.570048 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 8.756813 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 16.092740 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 3.623635 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 3.651788 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 32.862739 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 17.737554 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 4.300215 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 10.606843 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 14.896915 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 8.046801 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 9.240154 \\ +102 & 1839 & 597 & 4 & 200619 & 13.201100 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 5.345445 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 5.603800 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 1.635136 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 1.371690 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 23.445391 & 37.706476 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 9.415785 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 12.412494 & NaN & 9.120304 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 7.273939 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 2.545085 \\ +67 & 1839 & 609 & 5 & 120619 & 12.712302 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 4.643720 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 24.407034 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 17.154191 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 11.185932 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 7.162264 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 18.478641 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 10.021834 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 24.858738 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 1.056755 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 2.838570 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 8.357363 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 13.809254 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 4.363479 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 4.240141 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 1.361780 & 2.478457 & 2.198370 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 1.791816 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 1.193433 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.181676 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 9.312132 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.170003 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 5.930099 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 12.861881 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.256671 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 8.866814 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.420035 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 9.274106 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 3.568631 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 4.262022 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.963414 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 17.968633 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 11.521859 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 23.105259 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 11.787649 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 8.511809 & 14.940996 & NaN & 9.423647 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 2.965247 & 2.178406 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 8.359030 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 11.028885 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 5.555278 & 3.975066 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 3.323389 \\ +104 & 1839 & 661 & 7 & 200619 & 9.112426 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 1.348446 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 16.323027 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 5.973831 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 0.491675 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 9.420157 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 3.490058 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 4.881748 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 9.954163 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 3.133594 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 1.018418 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 1.525127 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 7.583713 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 19.534310 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 25.338778 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 11.588913 & 11.795983 & 16.447215 & 12.610210 \\ +207 & 1849 & 678 & 0 & 150319 & 22.339450 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 14.981248 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 10.655355 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 3.231721 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 13.900232 \\ +37 & 1849 & 683 & 0 & 220319 & 25.200013 & NaN & 24.207877 & 31.059369 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 17.788149 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 16.159141 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 19.048254 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 10.412498 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 8.846872 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 22.710757 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 19.652322 \\ +137 & 1849 & 691 & 1 & 10319 & 16.072470 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.480024 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.660033 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 3.045152 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 17.025851 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 3.168492 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 11.700585 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 2.120106 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 16.137474 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 34.304477 \\ +223 & 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NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 1.815726 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 4.588486 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.720057 \\ +138 & 1849 & 745 & 2 & 10319 & 12.253946 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.145007 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 17.622548 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 15.984399 & 22.666889 & 20.487691 & 25.199173 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 24.173681 & NaN & 15.552185 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.826708 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 6.768559 \\ +231 & 1849 & 756 & 2 & 110319 & 7.488708 & 10.174181 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 4.336884 & 2.823569 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 11.603914 & 10.817568 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 3.706976 & 0.680023 & 4.131736 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 4.068401 \\ 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& 20.449356 & 20.250675 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 1.091758 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 23.728644 & 16.542494 & 19.395647 \\ +233 & 1849 & 786 & 3 & 110319 & 20.864377 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 26.685557 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 12.855643 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 8.307082 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 18.438203 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 4.747062 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 18.113937 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 13.458558 \\ +40 & 1849 & 794 & 3 & 220319 & 8.210547 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 9.217281 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 22.963198 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.670045 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 16.583049 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 13.662805 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.118439 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 20.134340 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 14.027368 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 10.378679 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 26.729224 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.413347 \\ +271 & 1849 & 806 & 3 & 280219 & 4.065203 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 13.674017 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 19.814324 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 17.523127 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 16.988082 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 6.402200 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 5.657138 & NaN & 6.273542 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 8.336668 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 11.217820 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 6.385213 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 19.417314 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 16.573886 \\ +158 & 1849 & 820 & 4 & 60319 & 15.664117 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 30.394200 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 22.514084 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 26.617218 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 10.058836 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 4.308549 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 17.803150 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.538351 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 3.680061 \\ +44 & 1849 & 837 & 4 & 220319 & 0.548370 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 1.031735 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 7.275485 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 14.056171 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 1.400117 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 6.741030 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.476691 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.343351 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 23.736187 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 21.904429 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 14.240712 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 28.839070 & 33.913362 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 1.350113 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 41.149705 \\ +234 & 1849 & 857 & 5 & 110319 & 19.402637 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 19.400970 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 15.554111 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 24.228686 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 23.880323 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 14.127373 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.528360 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 11.533910 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 19.449306 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 12.499375 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 18.026502 & 7.090236 & 21.572026 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 20.490041 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 10.124177 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 6.915231 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 37.554585 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 27.020450 \\ +47 & 1849 & 874 & 5 & 220319 & 9.492299 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 16.856124 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 11.350757 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 12.502709 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 18.539878 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 24.927077 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 18.065903 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 34.201710 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 10.738870 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 18.772292 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 24.844161 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 30.292676 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 32.459415 \\ +274 & 1849 & 887 & 5 & 280219 & 17.249196 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 24.590383 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 17.657063 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 17.272530 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 30.249846 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 2.505125 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 9.981999 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.810027 \\ +275 & 1849 & 903 & 6 & 280219 & 7.690385 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.518359 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 19.754321 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 18.964282 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 32.934411 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 24.013668 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.551887 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 12.945178 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.223756 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 24.458117 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 14.768826 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 26.967566 \\ +148 & 1849 & 918 & 7 & 10319 & 21.914429 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 22.372785 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 11.702252 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 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+\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_border_score.csv b/actions/comparisons-allcells/data/statistics/values_bs_border_score.csv new file mode 100644 index 000000000..c032ca323 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_border_score.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,0.1690297152344381,,0.16909015072686467,0.1796111626963819 +0,1833,1,0,260619,0.2539993049432505,,0.2705124344523221,0.30592640202907145 +15,1833,2,0,10719,0.23020662107869966,,, +16,1833,3,0,10719,0.2795697026818177,0.24415854797058195,, +17,1833,4,0,10719,0.265533494613448,0.00025518511569693657,, +501,1833,6,0,10719,,0.1164861286310388,, +502,1833,7,0,10719,,0.12391961227511562,, +238,1833,8,0,20719,0.1572200820306836,,, +239,1833,9,0,20719,0.3365987255518833,,, +240,1833,10,0,20719,0.2792833355266363,0.2763900549641747,0.22479093387453236,0.1713181737311513 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b/actions/comparisons-allcells/data/statistics/values_bs_border_score.tex new file mode 100644 index 000000000..9156d8e16 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_border_score.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.169030 & NaN & 0.169090 & 0.179611 \\ +0 & 1833 & 1 & 0 & 260619 & 0.253999 & NaN & 0.270512 & 0.305926 \\ +15 & 1833 & 2 & 0 & 10719 & 0.230207 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.279570 & 0.244159 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.265533 & 0.000255 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.116486 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.123920 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.157220 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.336599 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.279283 & 0.276390 & 0.224791 & 0.171318 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.279336 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.140368 & 0.270326 & 0.236717 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.222255 & 0.221898 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.267123 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.174667 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.292511 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.296792 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.370024 \\ +131 & 1833 & 21 & 0 & 120619 & 0.272505 & 0.316540 & 0.292962 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.244855 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.328489 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.243454 & 0.366636 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.293397 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.279112 \\ +1 & 1833 & 30 & 0 & 260619 & 0.146943 & NaN & 0.177323 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & -0.022342 & 0.180145 & -0.017360 & -0.062532 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.163213 & 0.179259 & 0.233017 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.256950 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.156831 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.004572 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.146077 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.320818 & 0.219012 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.258709 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.228239 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.262343 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.332636 & NaN & 0.185742 & 0.277175 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.045355 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.130576 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.276736 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.108419 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.111487 & NaN & 0.174720 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.149303 & 0.170991 & 0.103545 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.041681 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.177456 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.118879 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.291436 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.060714 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.173955 \\ +132 & 1833 & 72 & 1 & 120619 & 0.247774 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.256730 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.262624 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.197529 & 0.248646 \\ +3 & 1833 & 78 & 1 & 260619 & 0.160091 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.232303 & 0.163729 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.240526 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.273622 & 0.207228 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.231198 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.238703 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.214100 \\ +81 & 1833 & 87 & 1 & 290519 & 0.252759 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 0.352985 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.145149 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.041048 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.258039 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.260258 \\ +23 & 1833 & 96 & 2 & 10719 & 0.137600 & 0.274780 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.262499 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.272922 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & -0.329554 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & -0.004659 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.167168 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.289816 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.190148 \\ +50 & 1833 & 106 & 2 & 50619 & 0.133487 & 0.011693 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.352945 & NaN & 0.174088 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 0.242198 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 0.265892 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 0.155619 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.229672 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.269990 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.358903 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.155045 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.141898 & 0.065264 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.236432 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.247115 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.284666 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & -0.001019 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.009732 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 0.154477 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.065787 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.164430 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.112048 & 0.216843 & 0.096316 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.211197 & NaN & 0.126286 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.050321 & NaN & 0.174748 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.058577 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.130883 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.137211 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & -0.002501 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.160491 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.194183 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.199709 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.316196 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.269577 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.166407 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.149856 & 0.282939 \\ +5 & 1833 & 150 & 3 & 260619 & 0.315705 & 0.330532 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.243911 & 0.174979 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.233329 \\ +82 & 1833 & 156 & 3 & 290519 & 0.109886 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & -0.053752 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 0.132903 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 0.300996 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.137869 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.220599 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.059848 & 0.001427 & 0.149999 & 0.136117 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 0.358587 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.071890 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.140735 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.232155 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 0.158650 & NaN & NaN & NaN \\ 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NaN & NaN & 0.199635 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 0.359360 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 0.311348 \\ +178 & 1834 & 555 & 7 & 220319 & 0.247641 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 0.210250 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 0.285158 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 0.180158 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 0.266278 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 0.244917 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 0.213332 & 0.254378 & 0.296731 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 0.264408 & 0.197323 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 0.314469 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 0.367648 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 0.285504 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 0.226840 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.239836 \\ +716 & 1834 & 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1839 & 590 & 4 & 120619 & NaN & 0.233744 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 0.148115 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.199296 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.253980 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 0.198307 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 0.231502 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 0.229027 \\ +102 & 1839 & 597 & 4 & 200619 & 0.193147 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 0.248783 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 0.180493 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 0.184328 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 0.317139 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 0.181336 & 0.232001 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 0.076018 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 0.322800 & NaN & 0.075789 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.192496 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.159094 \\ +67 & 1839 & 609 & 5 & 120619 & 0.095409 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 0.231530 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 0.237205 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.235833 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 0.192724 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 0.186909 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 0.322283 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 0.208207 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 0.164001 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 0.310103 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 0.063086 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 0.192417 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 0.180426 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.214208 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.286553 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.113082 & 0.043072 & 0.055618 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 0.307147 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 0.217185 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.259158 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.242854 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.146041 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.271459 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.197766 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.174927 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.235007 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.309025 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 0.248620 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 0.315835 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 0.161129 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.212216 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 0.300734 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 0.271598 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 0.200760 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 0.264049 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 0.342915 & 0.268563 & NaN & 0.274200 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.110747 & 0.128993 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 0.115912 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 0.225421 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.115660 & 0.010461 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.068210 \\ +104 & 1839 & 661 & 7 & 200619 & 0.213336 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 0.126297 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 0.231398 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 0.301857 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 0.200416 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 0.283347 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 0.084174 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 0.297364 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 0.226912 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.121629 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 0.079142 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & -0.015069 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 0.330273 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 0.286781 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 0.161836 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 0.272294 & 0.127841 & 0.297317 & 0.150201 \\ +207 & 1849 & 678 & 0 & 150319 & 0.213817 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.244728 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.193685 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.145198 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.110465 \\ +37 & 1849 & 683 & 0 & 220319 & 0.283342 & NaN & 0.334879 & 0.071288 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.174910 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 0.285985 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 0.312429 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.054271 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.103200 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.237205 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.182405 \\ +137 & 1849 & 691 & 1 & 10319 & 0.224624 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.175501 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.237509 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 0.204766 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 0.288632 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.029328 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.143252 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.268948 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.218744 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.213658 \\ +223 & 1849 & 709 & 1 & 110319 & 0.376148 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 0.326863 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 0.305886 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 0.425875 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 0.277762 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 0.329178 & 0.303969 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & 0.421658 & 0.234752 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & 0.235780 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 0.302073 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 0.285253 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 0.249348 & 0.280023 & 0.248060 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 0.292536 & 0.249774 & 0.319145 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 0.181339 & 0.280465 & 0.270138 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.213376 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 0.388587 & NaN & 0.276065 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.233322 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 0.233973 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 0.158408 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 0.179090 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.313418 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.323342 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.218005 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 0.291135 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 0.230637 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 0.321575 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 0.221483 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 0.232696 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 0.219602 & NaN & 0.326883 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 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NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 0.222221 & 0.312396 & 0.278254 & 0.260158 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 0.182370 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 0.134002 & 0.229252 & 0.151882 \\ +233 & 1849 & 786 & 3 & 110319 & 0.377771 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 0.388271 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 0.252754 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 0.289337 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 0.225873 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 0.333111 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.247025 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.213928 \\ +40 & 1849 & 794 & 3 & 220319 & 0.228478 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 0.287560 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 0.355902 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.199208 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 0.243834 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 0.413191 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.201841 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.415812 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.293263 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.333458 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.216403 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.017976 \\ +271 & 1849 & 806 & 3 & 280219 & 0.076482 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 0.327362 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 0.290636 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 0.214648 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 0.187320 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 0.241361 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 0.239843 & NaN & 0.331329 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.116942 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.183403 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.210008 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.310172 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.286380 \\ +158 & 1849 & 820 & 4 & 60319 & 0.234326 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 0.135310 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.208392 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 0.240153 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 0.268810 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 0.307783 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 0.235061 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.149895 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.250903 \\ +44 & 1849 & 837 & 4 & 220319 & 0.282229 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 0.099353 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 0.328614 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 0.227905 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 0.299096 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.218920 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.166709 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.234621 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 0.244970 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 0.177312 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 0.226480 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 0.345502 & 0.304690 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 0.113551 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.220935 \\ +234 & 1849 & 857 & 5 & 110319 & 0.208801 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 0.155025 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 0.329036 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 0.347034 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 0.233327 & NaN & NaN \\ 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& NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 0.222687 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.294803 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.330674 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.299536 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.259168 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.214607 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.242425 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.296760 \\ +274 & 1849 & 887 & 5 & 280219 & 0.280512 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 0.210281 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.248069 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 0.315119 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.236980 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 0.211420 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.285372 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.350617 \\ +275 & 1849 & 903 & 6 & 280219 & 0.428016 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.255649 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 0.268323 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 0.303716 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 0.305827 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 0.263563 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.317099 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.286463 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.223707 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.228618 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.341387 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.276954 \\ +148 & 1849 & 918 & 7 & 10319 & 0.254716 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.280733 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.404430 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.280838 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.362964 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.306711 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.437277 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.345526 \\ +221 & 1849 & 930 & 7 & 150319 & 0.206679 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.302433 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.159985 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.272946 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.234264 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.208034 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.360255 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.281898 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.317440 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.281790 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.159231 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_burst_event_ratio.csv b/actions/comparisons-allcells/data/statistics/values_bs_burst_event_ratio.csv new file mode 100644 index 000000000..fc287c7d0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_burst_event_ratio.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,0.2743990966284885,,0.2397094430992736,0.19225384974335044 +0,1833,1,0,260619,0.14138118542686245,,0.15090329436769395,0.0759648265754763 +15,1833,2,0,10719,0.10305343511450382,,, +16,1833,3,0,10719,0.021268515001898976,0.009475218658892129,, +17,1833,4,0,10719,0.1832907075873828,0.16566265060240964,, +501,1833,6,0,10719,,0.19984917043740572,, +502,1833,7,0,10719,,0.29759450171821306,, +238,1833,8,0,20719,0.07116788321167883,,, +239,1833,9,0,20719,0.08284883720930232,,, +240,1833,10,0,20719,0.14890347813940494,0.133736246706958,0.14803824596109466,0.1307703301414892 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+221,1849,930,7,150319,0.22917437985931136,,, +279,1849,931,7,280219,0.3157530454042082,,, +280,1849,932,7,280219,0.16264204545454544,,, +281,1849,933,7,280219,0.2140827922077922,,, +374,1849,934,7,280219,,0.0273972602739726,, +375,1849,935,7,280219,,0.39601769911504425,, +376,1849,936,7,280219,,0.2816959385290889,, +377,1849,937,7,280219,,0.1967684816290394,, +553,1849,938,7,280219,,,0.25146302535910625, +554,1849,939,7,280219,,,0.25572305974316023, +687,1849,940,7,280219,,,,0.14123711340206185 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_burst_event_ratio.tex b/actions/comparisons-allcells/data/statistics/values_bs_burst_event_ratio.tex new file mode 100644 index 000000000..cb1fadb05 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_burst_event_ratio.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.274399 & NaN & 0.239709 & 0.192254 \\ +0 & 1833 & 1 & 0 & 260619 & 0.141381 & NaN & 0.150903 & 0.075965 \\ +15 & 1833 & 2 & 0 & 10719 & 0.103053 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.021269 & 0.009475 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.183291 & 0.165663 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.199849 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.297595 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.071168 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.082849 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.148903 & 0.133736 & 0.148038 & 0.130770 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.287222 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.038832 & 0.057433 & 0.059537 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.222861 & 0.222119 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.016667 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.034743 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.031746 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.190311 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.117500 \\ +131 & 1833 & 21 & 0 & 120619 & 0.193717 & 0.182716 & 0.192691 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.160795 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.128364 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.081426 & 0.049106 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.035592 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.013158 \\ +1 & 1833 & 30 & 0 & 260619 & 0.174542 & NaN & 0.209265 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.219903 & 0.236086 & 0.229180 & 0.165509 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.226511 & 0.233345 & 0.193867 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.088105 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.125000 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.155712 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.243235 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.152860 & 0.173616 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.110504 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.276699 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.231394 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.163051 & NaN & 0.241179 & 0.208627 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.055172 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.092517 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.210594 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.208106 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.235872 & NaN & 0.260107 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.311480 & 0.200110 & 0.281273 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.317589 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.293266 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.233345 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.221005 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.324299 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.180235 \\ +132 & 1833 & 72 & 1 & 120619 & 0.288395 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.300293 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.254629 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.283928 & 0.248385 \\ +3 & 1833 & 78 & 1 & 260619 & 0.306859 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.237569 & 0.215025 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.352706 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.320688 & 0.281597 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.109047 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.103954 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.132939 \\ +81 & 1833 & 87 & 1 & 290519 & 0.215787 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 0.147554 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.200917 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.214286 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.246098 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.203530 \\ +23 & 1833 & 96 & 2 & 10719 & 0.284131 & 0.231152 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.021053 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.269338 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.085714 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 0.146040 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.344625 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.065844 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.332976 \\ +50 & 1833 & 106 & 2 & 50619 & 0.206044 & 0.187652 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.266127 & NaN & 0.362768 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 0.125261 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 0.224093 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 0.213351 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.149087 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.251178 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.213064 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.201460 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.381124 & 0.352170 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.010050 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.021978 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.072191 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.038462 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.000000 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 0.106512 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.257179 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.140123 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.338241 & 0.347555 & 0.335933 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.357410 & NaN & 0.476498 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.332429 & NaN & 0.359551 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.216743 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.300246 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.393037 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.189669 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.254097 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.225434 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.222222 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.182630 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.144131 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.244308 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.174253 & 0.165567 \\ +5 & 1833 & 150 & 3 & 260619 & 0.207912 & 0.190197 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.133548 & 0.080977 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.171811 \\ +82 & 1833 & 156 & 3 & 290519 & 0.060201 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 0.084400 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 0.101171 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 0.534126 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.154343 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.320690 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.173406 & 0.125000 & 0.107633 & 0.123485 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 0.086618 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.182730 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.047059 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.113924 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 0.210240 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 0.120459 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.164370 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.538787 \\ +83 & 1833 & 178 & 4 & 290519 & 0.130731 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.109465 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.157123 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.188416 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 0.161228 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 0.201158 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 0.239066 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 0.336768 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 0.368629 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 0.225902 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.070461 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.229243 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.212418 & 0.137372 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.200584 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.160325 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 0.216366 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.149932 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.266282 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 0.295628 & 0.239830 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.105469 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.158284 \\ +85 & 1833 & 212 & 5 & 290519 & 0.155622 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.115578 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.098991 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.201830 & 0.151316 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.124757 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.182966 \\ +30 & 1833 & 219 & 6 & 10719 & 0.214346 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 0.200844 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 0.230651 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 0.166881 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 0.302187 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 0.348722 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 0.461445 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.172295 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.295547 & 0.249734 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.178705 \\ +52 & 1833 & 230 & 6 & 50619 & 0.164927 & 0.202505 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 0.154577 & 0.204678 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 0.247001 & 0.225981 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 0.263790 & 0.263431 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.278022 & 0.192029 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 0.119331 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 0.273864 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.218595 & 0.153808 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.105042 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.191566 \\ +8 & 1833 & 243 & 6 & 260619 & 0.237055 & 0.160090 & 0.200000 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 0.216261 & 0.200068 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.025000 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.100904 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.144790 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.165428 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.122961 \\ +256 & 1833 & 250 & 6 & 200619 & 0.231145 & NaN & 0.270219 & NaN \\ +257 & 1833 & 251 & 6 & 200619 & 0.200211 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 0.163761 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 0.296582 & 0.325088 & 0.306452 & 0.198662 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 0.138762 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 0.376797 & NaN & NaN \\ +464 & 1833 & 256 & 6 & 200619 & NaN & 0.152978 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 0.019231 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.097756 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.274325 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.113704 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.103782 \\ +723 & 1833 & 262 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NaN & NaN & NaN & 0.305712 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.395454 \\ +274 & 1849 & 887 & 5 & 280219 & 0.239605 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 0.414578 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.249365 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 0.236749 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.449890 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 0.184573 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.199832 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.161290 \\ +275 & 1849 & 903 & 6 & 280219 & 0.187676 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.186235 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 0.324335 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 0.275704 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 0.436660 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 0.307929 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.065789 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.272145 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.156130 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.386490 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.211789 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.377463 \\ +148 & 1849 & 918 & 7 & 10319 & 0.357797 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.388379 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.286439 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.092761 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.362371 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.134435 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.307082 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.313630 \\ +221 & 1849 & 930 & 7 & 150319 & 0.229174 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.315753 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.162642 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.214083 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.027397 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.396018 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.281696 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.196768 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.251463 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.255723 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.141237 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_field_area.csv b/actions/comparisons-allcells/data/statistics/values_bs_field_area.csv new file mode 100644 index 000000000..f2da29bcf --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_field_area.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz 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+522,1849,705,1,60319,,,0.46822079999999994, +523,1849,706,1,60319,,,0.4259012800000001, +524,1849,707,1,60319,,,0.39539504, +731,1849,708,1,60319,,,,0.4465568 +223,1849,709,1,110319,0.4539814400000001,,, +224,1849,710,1,110319,0.45165584,,, +225,1849,711,1,110319,0.36937664,,, +226,1849,712,1,110319,0.4689104000000001,,, +227,1849,713,1,110319,0.39939936,,, +228,1849,714,1,110319,0.41985024,0.40748352,, +229,1849,715,1,110319,0.50056064,0.40399728,, +286,1849,716,1,110319,,0.36306304,, +287,1849,717,1,110319,,0.44526032,, +288,1849,718,1,110319,,0.43904016,, +208,1849,720,1,150319,0.40555552,0.39424256,0.36705024, +209,1849,721,1,150319,0.44608672,0.5403408000000001,0.35202528000000005, +210,1849,722,1,150319,0.4221206400000001,0.43125808,0.46768624, +571,1849,723,1,150319,,,0.345752, +361,1849,724,1,280219,,0.45532752,,0.46558112 +741,1849,725,1,150319,,,,0.50911888 +742,1849,726,1,150319,,,, +38,1849,727,1,220319,0.42149312,,, +317,1849,728,1,220319,,0.47121568,, +318,1849,729,1,220319,,0.37584928,, +612,1849,731,1,220319,,,0.3597307200000001, +613,1849,732,1,220319,,,0.41895424, +614,1849,733,1,220319,,,0.38641312, +262,1849,734,1,280219,0.36212912,,, +263,1849,735,1,280219,0.46405936,,, +264,1849,736,1,280219,0.34365344000000003,,, +265,1849,737,1,280219,0.49225312,,, +266,1849,738,1,280219,0.47615408,,, +362,1849,739,1,280219,,0.46767296,,0.4633654400000001 +363,1849,740,1,280219,,0.4631622400000001,, +542,1849,741,1,280219,,,0.39463712, +543,1849,742,1,280219,,,0.5569424000000001, +678,1849,743,1,280219,,,,0.44059632 +679,1849,744,1,280219,,,,0.45785664 +138,1849,745,2,10319,0.447364,,, +139,1849,746,2,10319,0.5116128,,, +140,1849,747,2,10319,0.41756224,,, +39,1849,750,2,220319,0.4371888,0.36712832,0.32553856000000003,0.41640352 +420,1849,752,2,60319,,0.4120806400000001,,0.41988032 +525,1849,754,2,60319,,,0.4661748800000001, +732,1849,755,2,60319,,,,0.51771952 +231,1849,756,2,110319,0.4194736,0.4113046400000001,, +232,1849,757,2,110319,0.3656772800000001,0.5133686399999999,, +212,1849,758,2,150319,0.37391376,0.48299072,, +352,1849,760,2,150319,,0.4707596800000001,0.42091168,0.4223952 +743,1849,761,2,150319,,,,0.5464268800000001 +319,1849,763,2,220319,,0.32423264,, +267,1849,764,2,280219,0.5330982400000001,,, +268,1849,766,2,280219,0.44623696,,, +269,1849,767,2,280219,0.46789856,,, +270,1849,768,2,280219,0.46396784,,, +364,1849,769,2,280219,,0.46385632,, +365,1849,770,2,280219,,0.42000768,, +544,1849,771,2,280219,,,0.40829568, +680,1849,773,2,280219,,,,0.4770227200000001 +141,1849,774,3,10319,0.44866672,,, +142,1849,775,3,10319,0.4477168,,, +143,1849,776,3,10319,0.48668944,,, +154,1849,780,3,60319,0.4406020800000001,,, +155,1849,781,3,60319,0.36313536,,, +156,1849,782,3,60319,0.371312,,, +157,1849,783,3,60319,0.44673056,0.50397536,0.52386688,0.46470304 +421,1849,784,3,60319,,0.38069632,, +422,1849,785,3,60319,,0.39558464,0.44843999999999995,0.38338048 +233,1849,786,3,110319,0.44936848,,, +289,1849,787,3,110319,,0.41802752,, +213,1849,788,3,150319,0.34766176000000004,,, +214,1849,789,3,150319,0.45922272,,, +353,1849,790,3,150319,,0.37901472,, +354,1849,791,3,150319,,0.38499824,, +572,1849,792,3,150319,,,0.48137152, +744,1849,793,3,150319,,,,0.46872832 +40,1849,794,3,220319,0.40471264,,, +41,1849,795,3,220319,0.42814432,,, +42,1849,796,3,220319,0.44844384,,, +43,1849,797,3,220319,0.50183488,,, +320,1849,798,3,220319,,0.4486897600000001,, +321,1849,799,3,220319,,0.42099536,, +615,1849,800,3,220319,,,0.57154384, +616,1849,801,3,220319,,,0.34758816000000003, +617,1849,802,3,220319,,,0.41162432, +794,1849,803,3,220319,,,,0.4483774400000001 +795,1849,804,3,220319,,,,0.45933664 +796,1849,805,3,220319,,,,0.54671808 +271,1849,806,3,280219,0.44605024,,, +272,1849,807,3,280219,0.46701328,,, +273,1849,808,3,280219,0.38578144,,, +366,1849,810,3,280219,,0.42540352,, +367,1849,811,3,280219,,0.38156832,, +368,1849,812,3,280219,,0.42132032,, +369,1849,813,3,280219,,0.4659408,,0.48698592 +545,1849,814,3,280219,,,0.46955776, +546,1849,815,3,280219,,,0.50692576, +681,1849,816,3,280219,,,,0.36989888 +682,1849,817,3,280219,,,,0.41688048 +683,1849,818,3,280219,,,,0.38086864 +158,1849,820,4,60319,0.4515328000000001,,, +423,1849,822,4,60319,,0.45085728,, +733,1849,824,4,60319,,,,0.37240576 +290,1849,825,4,110319,,0.45147440000000005,, +215,1849,828,4,150319,0.453916,,, +216,1849,829,4,150319,0.41419456,,, +355,1849,832,4,150319,,0.4593904000000001,, +573,1849,833,4,150319,,,0.5895656, +745,1849,835,4,150319,,,,0.41294719999999996 +44,1849,837,4,220319,0.46315904,,, +45,1849,838,4,220319,0.42542336,,, +46,1849,839,4,220319,0.39432352,,, +322,1849,840,4,220319,,0.43780256,, +370,1849,843,4,280219,,0.39237312,, +547,1849,845,4,280219,,,0.38738944, +144,1849,848,5,10319,0.43235152,,, +145,1849,849,5,10319,0.45045536,,, +159,1849,851,5,60319,0.3809041600000001,,, +160,1849,852,5,60319,0.36240096,,, +161,1849,853,5,60319,0.4446704000000001,,, +424,1849,854,5,60319,,0.42505856,0.44646768, +425,1849,855,5,60319,,0.451288,, +734,1849,856,5,60319,,,,0.4910694400000001 +234,1849,857,5,110319,0.44090432,,, +235,1849,858,5,110319,0.46753664,,, +236,1849,859,5,110319,0.38741536,,, +291,1849,860,5,110319,,0.49424896,, +292,1849,861,5,110319,,0.4815544,, +217,1849,863,5,150319,0.38309232,,, +218,1849,864,5,150319,0.53658368,,, +219,1849,865,5,150319,0.37443536,,, +220,1849,866,5,150319,0.47766559999999997,,, +356,1849,867,5,150319,,0.36691504,, +357,1849,868,5,150319,,0.43957136,0.42813344,0.47905984 +358,1849,869,5,150319,,0.4502451200000001,, +359,1849,870,5,150319,,0.39479456,, +574,1849,871,5,150319,,,0.37596736, +575,1849,872,5,150319,,,0.43816032, +746,1849,873,5,150319,,,,0.4687600000000001 +47,1849,874,5,220319,0.36875104,,, +48,1849,875,5,220319,0.36276752,,, +49,1849,876,5,220319,0.38746992,,, +323,1849,877,5,220319,,0.42739888,, +324,1849,878,5,220319,,0.39186624,, +325,1849,879,5,220319,,0.35111359999999997,, +618,1849,880,5,220319,,,0.40044128, +619,1849,881,5,220319,,,0.36626736, +620,1849,882,5,220319,,,0.37937904, +797,1849,883,5,220319,,,,0.3844128000000001 +798,1849,884,5,220319,,,,0.47006528 +799,1849,885,5,220319,,,,0.35673856000000004 +800,1849,886,5,220319,,,,0.39339344 +274,1849,887,5,280219,0.47647040000000007,,, +371,1849,888,5,280219,,0.48978272,, +548,1849,889,5,280219,,,0.53962096, +146,1849,892,6,10319,0.45769264,,, +147,1849,894,6,10319,0.4728016,,, +162,1849,900,6,60319,0.45068384,,, +735,1849,901,6,60319,,,,0.3881744 +736,1849,902,6,60319,,,,0.44578784 +275,1849,903,6,280219,0.48174399999999995,,, +276,1849,904,6,280219,0.45932672,,, +277,1849,905,6,280219,0.46785920000000003,,, +278,1849,906,6,280219,0.46331664,,, +372,1849,909,6,280219,,0.5002624,, +373,1849,910,6,280219,,0.47190496,, +549,1849,912,6,280219,,,0.33678048, +550,1849,913,6,280219,,,0.44328768, +551,1849,914,6,280219,,,0.41855392, +552,1849,915,6,280219,,,0.41667072, +684,1849,916,6,280219,,,,0.47430784 +685,1849,917,6,280219,,,,0.47012128 +148,1849,918,7,10319,0.40580959999999994,,, +163,1849,922,7,60319,0.36647024,,, +164,1849,923,7,60319,0.37890336,,, +426,1849,924,7,60319,,0.35203904,, +427,1849,925,7,60319,,0.3251417600000001,, +428,1849,926,7,60319,,0.41016128,, +526,1849,928,7,60319,,,0.38114048, +737,1849,929,7,60319,,,,0.37689088 +221,1849,930,7,150319,0.4650521600000001,,, +279,1849,931,7,280219,0.36209984,,, +280,1849,932,7,280219,0.5134768000000001,,, +281,1849,933,7,280219,0.35934464,,, +374,1849,934,7,280219,,0.41357408,, +375,1849,935,7,280219,,0.4148596800000001,, +376,1849,936,7,280219,,0.3976656,, +377,1849,937,7,280219,,0.45435488,, +553,1849,938,7,280219,,,0.4762347200000001, +554,1849,939,7,280219,,,0.42172192, +687,1849,940,7,280219,,,,0.40669472 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_field_area.tex b/actions/comparisons-allcells/data/statistics/values_bs_field_area.tex new file mode 100644 index 000000000..3ee00ec6d --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_field_area.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.381886 & NaN & 0.366827 & 0.380496 \\ +0 & 1833 & 1 & 0 & 260619 & 0.344333 & NaN & 0.406364 & 0.362185 \\ +15 & 1833 & 2 & 0 & 10719 & 0.485894 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.404520 & 0.352089 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.405677 & 0.412855 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.414754 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.391039 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.410591 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.411864 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.358192 & 0.327799 & 0.376416 & 0.325865 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.356886 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.382366 & 0.406580 & 0.416760 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.340413 & 0.330890 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.394251 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.342573 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.414068 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.374759 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.482910 \\ +131 & 1833 & 21 & 0 & 120619 & 0.412284 & 0.442122 & 0.470082 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.350066 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.329502 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.384726 & 0.358870 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.385902 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.393430 \\ +1 & 1833 & 30 & 0 & 260619 & 0.410938 & NaN & 0.443339 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.450597 & 0.436947 & 0.478075 & 0.461907 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.354797 & 0.389071 & 0.353756 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.376184 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.400815 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.484404 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.438834 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.402122 & 0.399268 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.381622 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.380644 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.392425 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.374448 & NaN & 0.384827 & 0.421567 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.463074 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.543742 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.368771 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.413150 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.443638 & NaN & 0.423842 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.379925 & 0.362645 & 0.354439 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.424940 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.353673 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.393579 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.459269 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.395443 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.489160 \\ +132 & 1833 & 72 & 1 & 120619 & 0.396501 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.360865 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.402894 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.367076 & 0.332829 \\ +3 & 1833 & 78 & 1 & 260619 & 0.388301 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.399943 & 0.366480 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.359798 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.381263 & 0.392764 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.418185 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.382521 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.441448 \\ +81 & 1833 & 87 & 1 & 290519 & 0.412314 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 0.358044 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.413867 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.433424 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.476029 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.488131 \\ +23 & 1833 & 96 & 2 & 10719 & 0.438418 & 0.358995 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.380908 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.347856 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.549183 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 0.540185 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.375579 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.362165 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.459201 \\ +50 & 1833 & 106 & 2 & 50619 & 0.471124 & 0.479280 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.349452 & NaN & 0.402748 & NaN \\ +400 & 1833 & 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130 & 3 & 20719 & 0.399223 & 0.373342 & 0.402077 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.421051 & NaN & 0.417613 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.483939 & NaN & 0.413140 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.394549 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.430256 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.408808 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.449175 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.391783 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.469618 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.416057 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.359359 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.375496 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.468814 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.381227 & 0.381638 \\ +5 & 1833 & 150 & 3 & 260619 & 0.353206 & 0.386642 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 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NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & 0.465559 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & 0.452152 & 0.498450 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & 0.501248 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 0.414724 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 0.451211 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.354305 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.429510 \\ +101 & 1839 & 584 & 3 & 200619 & 0.438914 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 0.538519 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 0.455665 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 0.481351 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 0.452345 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 0.375749 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 0.481693 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 0.471690 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.376028 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.399486 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 0.480545 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 0.365141 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 0.332965 \\ +102 & 1839 & 597 & 4 & 200619 & 0.450863 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 0.433215 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 0.421679 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 0.446724 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 0.396584 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 0.476928 & 0.381141 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 0.460461 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 0.455575 & NaN & 0.363244 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.370313 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.445934 \\ +67 & 1839 & 609 & 5 & 120619 & 0.449546 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 0.429331 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 0.364206 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.420089 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 0.420083 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 0.363773 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 0.491458 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 0.409111 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 0.405362 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 0.378427 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 0.503260 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 0.478360 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 0.384574 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.440916 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.372686 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.537800 & 0.557292 & 0.513033 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 0.414202 & NaN & NaN \\ +484 & 1839 & 631 & 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NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.439108 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 0.562514 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 0.524537 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 0.355723 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 0.455115 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 0.431222 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 0.380268 & 0.440156 & 0.403095 & 0.388598 \\ +207 & 1849 & 678 & 0 & 150319 & 0.433424 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.476235 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.459178 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.465620 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.436836 \\ +37 & 1849 & 683 & 0 & 220319 & 0.407556 & NaN & 0.400740 & 0.456954 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.389237 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 0.388571 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 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\\ +144 & 1849 & 848 & 5 & 10319 & 0.432352 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.450455 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 0.380904 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 0.362401 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 0.444670 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 0.425059 & 0.446468 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 0.451288 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.491069 \\ +234 & 1849 & 857 & 5 & 110319 & 0.440904 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 0.467537 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 0.387415 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 0.494249 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 0.481554 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 0.383092 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.536584 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 0.374435 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 0.477666 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 0.366915 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 0.439571 & 0.428133 & 0.479060 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 0.450245 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 0.394795 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.375967 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.438160 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.468760 \\ +47 & 1849 & 874 & 5 & 220319 & 0.368751 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 0.362768 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 0.387470 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 0.427399 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 0.391866 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 0.351114 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.400441 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.366267 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.379379 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.384413 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.470065 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.356739 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.393393 \\ +274 & 1849 & 887 & 5 & 280219 & 0.476470 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 0.489783 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.539621 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 0.457693 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.472802 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 0.450684 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.388174 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.445788 \\ +275 & 1849 & 903 & 6 & 280219 & 0.481744 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.459327 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 0.467859 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 0.463317 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 0.500262 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 0.471905 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.336780 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.443288 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.418554 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.416671 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.474308 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.470121 \\ +148 & 1849 & 918 & 7 & 10319 & 0.405810 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.366470 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.378903 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.352039 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.325142 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.410161 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.381140 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.376891 \\ +221 & 1849 & 930 & 7 & 150319 & 0.465052 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.362100 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.513477 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.359345 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.413574 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.414860 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.397666 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.454355 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.476235 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.421722 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.406695 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_gridness.csv b/actions/comparisons-allcells/data/statistics/values_bs_gridness.csv new file mode 100644 index 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+376,1849,936,7,280219,,-0.15823028409822432,, +377,1849,937,7,280219,,0.2918447704702685,, +553,1849,938,7,280219,,,-0.16753948163303026, +554,1849,939,7,280219,,,0.593321044180657, +687,1849,940,7,280219,,,,-0.15671643331428414 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_gridness.tex b/actions/comparisons-allcells/data/statistics/values_bs_gridness.tex new file mode 100644 index 000000000..cfedb431a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_gridness.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.145272 & NaN & 0.178135 & -0.043238 \\ +0 & 1833 & 1 & 0 & 260619 & -0.258936 & NaN & -0.096550 & -0.497661 \\ +15 & 1833 & 2 & 0 & 10719 & 0.504094 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.283821 & 0.076701 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & -0.346167 & -0.486876 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.110713 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & -0.227136 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.782658 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & -0.109821 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.190561 & -0.257128 & -0.230030 & -0.047517 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.000602 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & -0.223869 & 0.443311 & -0.279522 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.048667 & 0.692636 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.425437 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & -0.100432 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & -0.310607 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & -0.290807 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & -0.877740 \\ +131 & 1833 & 21 & 0 & 120619 & -0.554196 & -0.560750 & -0.724879 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.390350 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & -0.243298 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.689834 & 0.388318 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & -0.498184 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & -0.051258 \\ +1 & 1833 & 30 & 0 & 260619 & 0.583162 & NaN & 0.707562 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.778470 & 0.869246 & 0.850276 & 0.461941 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & -0.132301 & 0.239859 & 0.045220 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.077377 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & -0.259000 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.668292 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.981460 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.527316 & 0.416850 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & -0.083238 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.460999 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & -0.010744 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & -0.251294 & NaN & -0.223217 & -0.194212 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.264735 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & -0.358050 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.644132 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.558455 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.973547 & NaN & 0.757064 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.174125 & 0.614731 & 0.095325 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.918641 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & -0.253791 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.369726 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & -0.047618 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.663367 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & -0.315521 \\ +132 & 1833 & 72 & 1 & 120619 & -0.328024 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & -0.173961 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & -0.434031 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & -0.368079 & -0.424742 \\ +3 & 1833 & 78 & 1 & 260619 & 0.220096 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.400698 & -0.180023 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.039747 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.133482 & 0.016680 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.924455 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & -0.472374 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.530834 \\ +81 & 1833 & 87 & 1 & 290519 & 0.083000 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & -0.391518 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.351151 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.144481 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & -0.173064 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & -0.565742 \\ +23 & 1833 & 96 & 2 & 10719 & 0.339711 & -0.044924 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & -0.380261 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.299294 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.215533 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & -0.629264 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & -0.220751 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & -0.300880 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & -0.145528 \\ +50 & 1833 & 106 & 2 & 50619 & 0.486253 & 0.200427 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & -0.060931 & NaN & -0.489057 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & -0.546920 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & -0.508505 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & -0.545756 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.122145 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.233193 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.635371 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.090213 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.944474 & 0.342629 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & -0.040597 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & -0.272567 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.256794 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & -0.169873 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & -0.089514 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & -0.394431 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.881815 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.959619 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.973930 & -0.069094 & 0.808202 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & -0.531888 & NaN & -0.206539 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 1.074084 & NaN & 1.077562 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & -0.554284 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.946161 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.672945 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.526189 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.152858 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & -0.554206 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.171310 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 1.148008 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & -0.413503 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & -0.254751 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.504046 & -0.305746 \\ +5 & 1833 & 150 & 3 & 260619 & 0.300891 & -0.083596 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.202633 & -0.225493 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & -0.441292 \\ +82 & 1833 & 156 & 3 & 290519 & -0.244518 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & -0.185210 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & -0.473217 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & -1.135133 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & -0.253988 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & -0.147548 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.855000 & 0.554520 & 0.814639 & 0.595547 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 0.521703 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.370398 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.158280 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & -0.276576 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 1.067226 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & -0.245894 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.795171 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & -0.184195 \\ +83 & 1833 & 178 & 4 & 290519 & -0.221634 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.663195 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.123661 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.623151 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 0.608093 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 0.040681 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & -0.425945 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & -0.173495 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & -0.374333 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 0.083470 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & -0.449068 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & -0.378902 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.303250 & 0.761806 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & -0.258434 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.032879 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 0.302268 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.862697 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.335823 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 0.271613 & 0.505806 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & -0.066076 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.404010 \\ +85 & 1833 & 212 & 5 & 290519 & -0.160012 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.189717 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.396390 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & -0.417745 & -0.540726 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & -0.287078 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.270347 \\ +30 & 1833 & 219 & 6 & 10719 & 0.176820 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & -0.116451 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & -0.469038 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & -0.589380 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & -0.554814 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & -0.635897 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & -0.447276 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & -0.209019 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & -0.362686 & -0.291277 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & -0.614481 \\ +52 & 1833 & 230 & 6 & 50619 & -0.150121 & -0.129559 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 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& 1833 & 281 & 6 & 290519 & 0.107642 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & -0.148061 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & -0.522267 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.609635 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.203862 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.306959 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & -0.022371 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & -0.404577 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & -0.510847 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & -0.042930 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & -0.497513 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & -0.716835 \\ +34 & 1833 & 293 & 7 & 10719 & -0.207910 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & -0.476439 & -0.062033 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & -0.208603 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 0.113467 & 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\\ +698 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & -0.421813 \\ +170 & 1834 & 384 & 3 & 220319 & 0.008504 & 0.059104 & -0.385317 & -0.174503 \\ +123 & 1834 & 385 & 4 & 10319 & -0.493374 & NaN & NaN & NaN \\ +124 & 1834 & 386 & 4 & 10319 & -0.795488 & NaN & NaN & NaN \\ +382 & 1834 & 387 & 4 & 10319 & NaN & -0.291788 & NaN & NaN \\ +383 & 1834 & 388 & 4 & 10319 & NaN & -0.505905 & NaN & NaN \\ +384 & 1834 & 389 & 4 & 10319 & NaN & -0.563324 & NaN & NaN \\ +385 & 1834 & 390 & 4 & 10319 & NaN & -0.361716 & NaN & NaN \\ +625 & 1834 & 391 & 4 & 10319 & NaN & NaN & -0.837099 & NaN \\ +626 & 1834 & 392 & 4 & 10319 & NaN & NaN & -0.318359 & NaN \\ +627 & 1834 & 393 & 4 & 10319 & NaN & NaN & 0.187906 & NaN \\ +603 & 1834 & 399 & 4 & 120319 & NaN & NaN & -0.344670 & NaN \\ +604 & 1834 & 400 & 4 & 120319 & NaN & NaN & -0.446647 & NaN \\ +171 & 1834 & 402 & 4 & 220319 & -0.603620 & -0.651727 & NaN & NaN \\ +606 & 1834 & 404 & 4 & 220319 & NaN & NaN & -0.704193 & -0.866138 \\ +711 & 1834 & 405 & 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NaN \\ +130 & 1834 & 491 & 7 & 10319 & -0.034019 & NaN & NaN & NaN \\ +390 & 1834 & 492 & 7 & 10319 & NaN & -0.110956 & NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & -0.566615 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & -0.554132 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & -0.693529 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & -0.209183 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & -0.438151 & -0.640483 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & -0.367015 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & -0.452281 & -0.716128 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & -0.391549 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & -0.801403 \\ +195 & 1834 & 502 & 7 & 60319 & -0.136887 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & -0.389505 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & -0.641633 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & -0.615225 & -0.027299 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & -0.281295 & -0.223835 & 0.140892 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & -0.418117 & -0.443424 & -0.125689 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & -0.551439 & -0.643212 & -0.208518 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & -0.031478 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & -0.581446 \\ +112 & 1834 & 511 & 7 & 110319 & -0.268887 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & -0.103558 & -0.337979 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & -0.574889 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & -0.470115 & -0.858121 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & -0.590192 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & -0.037615 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 0.205933 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 0.763848 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & -0.304682 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & -0.283308 & NaN & NaN \\ +202 & 1834 & 527 & 7 & 120319 & -0.341521 & -0.840582 & -0.480225 & -0.290027 \\ +203 & 1834 & 528 & 7 & 120319 & -0.565591 & NaN & NaN & NaN \\ +306 & 1834 & 529 & 7 & 120319 & NaN & -0.436499 & -0.234904 & -0.772219 \\ +307 & 1834 & 530 & 7 & 120319 & NaN & 0.179123 & NaN & NaN \\ +61 & 1834 & 531 & 7 & 150319 & -0.562606 & NaN & NaN & NaN \\ +62 & 1834 & 532 & 7 & 150319 & -0.010906 & NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & -0.492396 & NaN & -0.009678 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & -0.309963 & NaN & -0.300347 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & -0.599715 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & -0.505875 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & -0.250598 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & -0.766427 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & -0.316962 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & -0.434994 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & -0.419294 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & -0.357575 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & -0.698145 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & -0.039314 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & -0.531542 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & -0.590522 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & -0.435708 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & -0.648518 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & -0.580921 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & -0.672455 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & -0.747796 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & -0.121343 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & -0.817350 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 0.171060 \\ +178 & 1834 & 555 & 7 & 220319 & -0.153412 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & -0.632696 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & -0.457188 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & -0.423094 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & -0.218770 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & -0.322883 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & -0.384470 & -0.497924 & -0.655453 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 0.106283 & -0.235826 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & -0.866031 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & -0.585846 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & -0.383327 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & -0.815721 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & -0.634747 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & -0.358536 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & -0.469833 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & -0.406047 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & -0.225675 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & -0.397657 & -0.457022 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & -0.462762 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & -0.448126 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & -0.627206 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & -0.162981 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & -0.219062 \\ +101 & 1839 & 584 & 3 & 200619 & -0.161871 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & -0.679238 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & -0.813976 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & -0.234386 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 0.061976 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & -0.389235 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & -0.101117 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & -0.091720 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & -0.249137 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.076280 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & -0.281935 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & -0.236529 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & -0.198806 \\ +102 & 1839 & 597 & 4 & 200619 & -0.097482 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & -0.386542 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & -0.263753 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & -0.133601 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & -0.408409 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & -0.078817 & -0.090090 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & -0.251254 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & -0.056032 & NaN & -0.116546 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.160646 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.242949 \\ +67 & 1839 & 609 & 5 & 120619 & 0.384788 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & -0.172501 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 0.766839 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.518686 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 0.338509 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & -0.332241 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 0.318169 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 0.819299 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 0.341846 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & -0.530493 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & -0.083149 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & -0.436603 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & -0.532325 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & -0.070380 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.042573 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.176691 & 0.918229 & 0.952907 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 0.275104 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & -0.098546 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & -0.332397 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.019414 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & -0.112511 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & -0.080891 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & -0.166584 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & -0.255129 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & -0.405768 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & -0.266263 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 0.596323 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & -0.525810 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & -0.091262 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & -0.362630 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & -0.257053 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & -0.456667 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & -0.487650 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & -0.162348 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 0.559502 & 0.916666 & NaN & 0.457813 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.373986 & 0.966688 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 0.177362 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 0.528933 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.894931 & 0.787194 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 1.154121 \\ +104 & 1839 & 661 & 7 & 200619 & 0.885662 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & -0.073791 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & -0.161998 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & -0.436723 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & -0.304787 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 0.641100 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 0.695536 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 0.122447 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & -0.156813 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.089798 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 0.768541 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & -0.062439 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & -0.315260 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & -0.357241 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & -0.240248 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & -0.176947 & -0.102902 & 0.023928 & -0.171728 \\ +207 & 1849 & 678 & 0 & 150319 & -0.429654 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & -0.301610 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & -0.448980 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.177838 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & -0.543883 \\ +37 & 1849 & 683 & 0 & 220319 & -0.136818 & NaN & 0.086672 & -0.406703 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.444935 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & -0.446234 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & -0.428483 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & -0.115100 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & -0.177345 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & -0.453000 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & -0.289402 \\ +137 & 1849 & 691 & 1 & 10319 & -0.390571 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & -0.302987 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & -0.215394 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & -0.620462 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & -0.428242 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & -0.466836 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & -0.571614 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & -0.428802 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & -0.083406 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & -0.597067 \\ +223 & 1849 & 709 & 1 & 110319 & -0.488902 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & -0.365441 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & -0.583552 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & -0.693096 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 0.084659 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & -0.068454 & -0.012130 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & -0.684658 & 0.393498 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & -0.444970 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & -0.586536 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & -0.533702 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & -0.363884 & -0.008279 & -0.078418 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & -0.640036 & -0.219616 & -0.467208 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & -0.450143 & -0.421875 & -0.517332 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & -0.222409 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & -0.516914 & NaN & 0.492645 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & -0.522937 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & -0.673369 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & -0.394398 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & -0.518288 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & -0.338942 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & -0.607389 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & -0.141615 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & -0.512967 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & -0.635256 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & -0.564544 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & -0.625653 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & -0.423727 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & -0.422462 & NaN & -0.555899 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & -0.790027 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & -0.235101 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & -0.526738 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & -0.341775 \\ 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NaN \\ +268 & 1849 & 766 & 2 & 280219 & -0.417876 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & -0.666794 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & -0.640746 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & -0.426442 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & -0.190023 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.075536 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & -0.405507 \\ +141 & 1849 & 774 & 3 & 10319 & -0.186781 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & -0.198619 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & -0.611297 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & -0.405479 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & -0.427827 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & -0.244771 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & -0.739324 & -0.905776 & -0.703598 & -0.853447 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & -0.323481 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 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NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & -0.454063 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & -0.266880 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & -0.447258 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & -0.297430 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & -0.659833 \\ +271 & 1849 & 806 & 3 & 280219 & -0.223358 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & -0.377681 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & -0.641548 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 0.316810 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & -0.544304 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & -0.136538 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & -0.543937 & NaN & -0.749414 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & -0.178693 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & -0.257142 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & -0.419304 \\ +682 & 1849 & 817 & 3 & 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+280,1849,932,7,280219,0.08268501279308525,,, +281,1849,933,7,280219,0.04024286374404146,,, +374,1849,934,7,280219,,0.2752060364345353,, +375,1849,935,7,280219,,0.11830384979851148,, +376,1849,936,7,280219,,0.020209068407031704,, +377,1849,937,7,280219,,0.06032790660323217,, +553,1849,938,7,280219,,,0.012813899122564006, +554,1849,939,7,280219,,,0.04990887988535469, +687,1849,940,7,280219,,,,0.19453956047026413 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_head_mean_vec_len.tex b/actions/comparisons-allcells/data/statistics/values_bs_head_mean_vec_len.tex new file mode 100644 index 000000000..c5f64d4fb --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_head_mean_vec_len.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.040892 & NaN & 0.064459 & 0.005773 \\ +0 & 1833 & 1 & 0 & 260619 & 0.055993 & NaN & 0.025147 & 0.024453 \\ +15 & 1833 & 2 & 0 & 10719 & 0.244665 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.054030 & 0.033623 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.135391 & 0.024729 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.019649 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.026947 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.095146 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.044170 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.023060 & 0.053173 & 0.045032 & 0.079823 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.048526 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.037082 & 0.028014 & 0.078160 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.023391 & 0.035208 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.134808 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.035411 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.059389 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.075692 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.099937 \\ +131 & 1833 & 21 & 0 & 120619 & 0.212888 & 0.219532 & 0.197090 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.038408 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.102576 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.070469 & 0.094689 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.320936 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.066141 \\ +1 & 1833 & 30 & 0 & 260619 & 0.150073 & NaN & 0.024251 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.114586 & 0.103552 & 0.060938 & 0.156114 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.086959 & 0.077391 & 0.057652 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.054670 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.131136 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.050913 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.102857 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.143358 & 0.137136 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.035905 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.031286 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.047381 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.060904 & NaN & 0.062794 & 0.034657 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.396078 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.276437 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.113051 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.024374 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.057459 & NaN & 0.034846 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.031740 & 0.003392 & 0.018672 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.105646 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.048294 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.085165 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.029186 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.028553 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.020393 \\ +132 & 1833 & 72 & 1 & 120619 & 0.050726 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.026631 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.025369 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.023519 & 0.073664 \\ +3 & 1833 & 78 & 1 & 260619 & 0.092710 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.026708 & 0.151640 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.054545 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.083142 & 0.035950 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.025597 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.042205 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.063527 \\ +81 & 1833 & 87 & 1 & 290519 & 0.176769 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 0.126797 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.050406 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.161234 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.071563 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.033882 \\ +23 & 1833 & 96 & 2 & 10719 & 0.022188 & 0.055051 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.043725 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.031584 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.214773 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 0.014856 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.006841 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.186757 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.052727 \\ +50 & 1833 & 106 & 2 & 50619 & 0.084967 & 0.220139 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.013918 & NaN & 0.023354 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 0.122549 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 0.068697 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 0.032859 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.032531 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.075495 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.024545 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.088150 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.054395 & 0.137602 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.266342 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.219384 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.037991 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.109109 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.561476 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 0.058523 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.151615 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.052622 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.015990 & 0.095342 & 0.061127 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.112497 & NaN & 0.069751 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.096157 & NaN & 0.138861 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.050881 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.161738 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.117275 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.102879 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.109585 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.086640 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.100754 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.052375 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.087787 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.056320 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.008458 & 0.046558 \\ +5 & 1833 & 150 & 3 & 260619 & 0.049973 & 0.102010 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.080423 & 0.065417 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.020529 \\ +82 & 1833 & 156 & 3 & 290519 & 0.653856 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 0.093175 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 0.061819 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 0.051754 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.117099 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.069076 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.127555 & 0.132587 & 0.030078 & 0.130097 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 0.021901 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.047221 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.039350 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.345193 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 0.038618 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 0.023775 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.037965 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.094001 \\ +83 & 1833 & 178 & 4 & 290519 & 0.265272 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.030001 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.092116 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.080267 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 0.163687 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 0.081769 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 0.268111 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 0.032061 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 0.013655 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 0.058601 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.127096 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.053651 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.107525 & 0.047463 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.036283 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.206020 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 0.223959 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.129197 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.052925 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 0.113962 & 0.063841 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.489417 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.042698 \\ +85 & 1833 & 212 & 5 & 290519 & 0.116420 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.173648 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.173794 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.049203 & 0.078937 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.130812 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.064107 \\ +30 & 1833 & 219 & 6 & 10719 & 0.103624 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 0.078429 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 0.066159 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 0.149495 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 0.062715 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 0.034713 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 0.039507 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.035118 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.050445 & 0.026803 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.036313 \\ +52 & 1833 & 230 & 6 & 50619 & 0.171575 & 0.067552 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 0.082170 & 0.069408 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 0.036215 & 0.014519 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 0.086967 & 0.042733 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.088013 & 0.053059 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 0.049572 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 0.027411 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.066159 & 0.098980 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.115338 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.001440 \\ +8 & 1833 & 243 & 6 & 260619 & 0.102444 & 0.015570 & 0.159124 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 0.166651 & 0.105204 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.100298 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.043765 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.020491 \\ +765 & 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NaN & 0.014742 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.496557 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.019119 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.282654 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 0.092885 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 0.039343 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 0.019481 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.006987 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 0.037146 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 0.042625 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 0.037270 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 0.058922 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 0.070641 & 0.030190 & NaN & 0.072362 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.141106 & 0.141634 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 0.142019 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 0.039807 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 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NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.075872 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.054025 \\ +141 & 1849 & 774 & 3 & 10319 & 0.101465 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 0.003359 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & 0.023224 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & 0.107321 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & 0.016768 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & 0.103526 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 0.036914 & 0.076179 & 0.002932 & 0.046048 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 0.075826 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 0.029803 & 0.025693 & 0.045961 \\ +233 & 1849 & 786 & 3 & 110319 & 0.051357 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 0.004091 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 0.018075 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 0.034475 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & 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0.071806 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.102639 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.023770 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.017693 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.040300 \\ +148 & 1849 & 918 & 7 & 10319 & 0.040291 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.052470 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.035922 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.212968 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.086956 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.134716 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.128370 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.082613 \\ +221 & 1849 & 930 & 7 & 150319 & 0.019651 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.017208 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.082685 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.040243 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.275206 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.118304 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.020209 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.060328 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.012814 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.049909 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.194540 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_in_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_in_field_mean_rate.csv new file mode 100644 index 000000000..668b21e1e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_in_field_mean_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,21.990202193723693,,14.883204717073136,13.36910054847591 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+281,1849,933,7,280219,12.80581818684909,,, +374,1849,934,7,280219,,0.2570118670416107,, +375,1849,935,7,280219,,4.519744546089012,, +376,1849,936,7,280219,,19.553336223092717,, +377,1849,937,7,280219,,14.006497885519623,, +553,1849,938,7,280219,,,18.63889686130485, +554,1849,939,7,280219,,,19.535877181270585, +687,1849,940,7,280219,,,,9.78638987757158 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_in_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_in_field_mean_rate.tex new file mode 100644 index 000000000..4620bd7be --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_in_field_mean_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 21.990202 & NaN & 14.883205 & 13.369101 \\ +0 & 1833 & 1 & 0 & 260619 & 5.567811 & NaN & 3.009198 & 8.296789 \\ +15 & 1833 & 2 & 0 & 10719 & 1.230970 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 8.594503 & 6.949637 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 4.153443 & 3.376846 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 11.047877 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 6.570816 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 13.575985 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 1.804246 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 18.281080 & 15.773887 & 17.071375 & 16.991008 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 27.446551 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 8.197660 & 10.840338 & 13.479424 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 20.741687 & 22.483455 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.439587 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.712543 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.310062 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 21.449323 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 3.826243 \\ +131 & 1833 & 21 & 0 & 120619 & 3.458622 & 3.467607 & 4.239753 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 21.441693 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 14.788952 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 11.362568 & 11.066635 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 3.688171 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.698282 \\ +1 & 1833 & 30 & 0 & 260619 & 10.658601 & NaN & 11.424809 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 8.402312 & 7.345569 & 8.689471 & 6.617482 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 14.898954 & 12.965751 & 11.068341 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 10.266092 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 6.631445 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 6.326164 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 11.846005 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 8.350575 & 6.603080 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 8.621683 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 25.066917 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 13.583278 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 9.818861 & NaN & 22.761562 & 24.180543 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.524639 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 3.267705 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 8.217707 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 19.139776 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 14.203111 & NaN & 15.455087 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 27.411893 & 12.243105 & 22.219854 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 7.531852 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 26.495372 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 19.808436 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 22.415634 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 18.433515 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 22.439247 \\ +132 & 1833 & 72 & 1 & 120619 & 25.400819 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 29.049224 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 22.025521 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 23.110148 & 24.016874 \\ +3 & 1833 & 78 & 1 & 260619 & 27.120179 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 11.707597 & 7.763453 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 38.054479 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 38.216299 & 34.954372 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 9.518760 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 6.409548 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 5.120115 \\ +81 & 1833 & 87 & 1 & 290519 & 15.027531 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 3.779829 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 15.205105 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 12.290092 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 19.557773 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 23.098155 \\ +23 & 1833 & 96 & 2 & 10719 & 35.532507 & 22.410748 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.832523 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 31.926074 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.237117 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 4.101484 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 41.389146 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.819115 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 42.600347 \\ +50 & 1833 & 106 & 2 & 50619 & 8.123612 & 6.751584 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 23.422265 & NaN & 40.128711 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 4.621850 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 13.793434 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 23.007707 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 11.519903 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 10.446119 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 21.150006 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 28.075745 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 7.701156 & 5.516321 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.611917 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.331917 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 12.314995 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.317131 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.067335 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 9.080420 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 9.888670 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 4.300767 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 24.911907 & 19.719045 & 23.572254 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 3.528652 & NaN & 5.619160 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 12.806577 & NaN & 7.749263 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 10.455395 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 6.256557 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 10.354226 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 5.835432 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 19.403451 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 9.706094 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 4.704907 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 17.644409 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 6.127490 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 23.948591 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 22.239590 & 21.210024 \\ +5 & 1833 & 150 & 3 & 260619 & 20.974026 & 16.654792 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 11.915293 & 7.497133 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 18.475258 \\ +82 & 1833 & 156 & 3 & 290519 & 1.119355 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 7.193840 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 11.093651 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 25.106212 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 7.974203 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 1.392802 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 8.087633 & 4.989193 & 12.278693 & 7.627485 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 4.989893 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 16.302231 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 2.770970 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.295145 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 10.641811 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 14.585912 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 21.346103 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 5.855794 \\ +83 & 1833 & 178 & 4 & 290519 & 7.063953 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 13.341009 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 18.347142 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 9.654409 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 6.306138 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 9.635434 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 10.203676 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 29.377909 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 31.639384 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 8.653596 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 1.282485 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 27.031142 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 12.212289 & 9.541445 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 24.281928 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 7.263225 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 6.382198 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 6.960591 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 29.316154 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 19.289971 & 14.832303 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.829925 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 8.142491 \\ +85 & 1833 & 212 & 5 & 290519 & 6.564684 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 4.476337 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 6.860914 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 21.193969 & 11.382473 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 13.228047 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 11.869826 \\ +30 & 1833 & 219 & 6 & 10719 & 24.202284 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 12.373550 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 22.531396 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 4.109134 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 39.523936 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 30.911920 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 30.018256 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 15.644386 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 30.700265 & 30.892142 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 18.321633 \\ +52 & 1833 & 230 & 6 & 50619 & 2.571621 & 3.705289 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 11.915503 & 14.175721 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 28.870541 & 17.562211 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 19.535207 & 11.022485 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 10.265255 & 9.842515 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 12.915860 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 18.904990 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 9.628805 & 8.867780 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 1.929310 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 19.575505 \\ +8 & 1833 & 243 & 6 & 260619 & 15.081712 & 7.836745 & 12.146073 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 9.096634 & 14.853496 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.924066 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 6.274956 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 3.331728 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 18.098675 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 12.609546 \\ +256 & 1833 & 250 & 6 & 200619 & 24.719952 & NaN & 31.041966 & NaN \\ +257 & 1833 & 251 & 6 & 200619 & 7.660925 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 7.025318 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 11.337906 & 6.365047 & 12.099233 & 8.662940 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 11.823236 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 20.179540 & NaN & NaN \\ +464 & 1833 & 256 & 6 & 200619 & NaN & 4.405519 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 0.720132 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 8.019430 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 31.065674 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 10.095019 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 12.284177 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 20.354642 \\ +9 & 1833 & 263 & 6 & 260619 & 16.215713 & NaN & NaN & 14.225062 \\ +10 & 1833 & 264 & 6 & 260619 & 27.844611 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 11.034207 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 14.601637 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 8.292755 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 7.682953 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 2.534145 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 14.524756 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 9.926631 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 13.947628 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 5.994087 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 5.900068 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 15.004294 \\ +88 & 1833 & 276 & 6 & 290519 & 6.051298 & NaN & NaN & NaN \\ +89 & 1833 & 277 & 6 & 290519 & 18.657256 & NaN & NaN & NaN \\ +90 & 1833 & 278 & 6 & 290519 & 10.579992 & NaN & NaN & NaN \\ +91 & 1833 & 279 & 6 & 290519 & 9.567081 & NaN & NaN & NaN \\ +92 & 1833 & 280 & 6 & 290519 & 1.659284 & NaN & NaN & NaN \\ +93 & 1833 & 281 & 6 & 290519 & 12.270000 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & 2.178415 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 21.621368 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 12.070029 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 31.135777 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 13.368147 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 4.968890 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 3.074449 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 5.361016 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 20.791111 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 22.938818 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 14.032875 \\ +34 & 1833 & 293 & 7 & 10719 & 0.618628 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 11.862406 & 11.298971 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 14.437567 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 5.211674 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 2.487996 & NaN & NaN \\ +399 & 1833 & 298 & 7 & 50619 & NaN & 14.310167 & NaN & NaN \\ +792 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 19.518006 \\ +405 & 1833 & 301 & 7 & 120619 & NaN & 14.297850 & NaN & NaN \\ +583 & 1833 & 302 & 7 & 120619 & NaN & NaN & 4.233498 & NaN \\ +767 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 21.455584 \\ +260 & 1833 & 304 & 7 & 200619 & 12.928532 & 15.157215 & 18.562203 & 22.520587 \\ +466 & 1833 & 305 & 7 & 200619 & NaN & 1.430867 & NaN & NaN \\ +467 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +659 & 1833 & 307 & 7 & 200619 & NaN & NaN & 2.126170 & NaN \\ +12 & 1833 & 308 & 7 & 260619 & 18.506255 & NaN & NaN & NaN \\ +650 & 1833 & 309 & 7 & 260619 & NaN & NaN & 3.393898 & NaN \\ +651 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.307859 & NaN \\ +763 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 13.116159 \\ +95 & 1833 & 312 & 7 & 290519 & 6.765768 & NaN & NaN & NaN \\ +96 & 1833 & 313 & 7 & 290519 & 0.876836 & NaN & NaN & NaN \\ +97 & 1833 & 314 & 7 & 290519 & 1.387215 & NaN & NaN & NaN \\ +98 & 1833 & 315 & 7 & 290519 & 1.054181 & NaN & NaN & NaN \\ +99 & 1833 & 316 & 7 & 290519 & 8.735556 & NaN & NaN & NaN \\ +100 & 1833 & 317 & 7 & 290519 & 5.802914 & NaN & 12.715545 & NaN \\ +565 & 1833 & 322 & 7 & 290519 & NaN & NaN & 12.843262 & NaN \\ +774 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 12.066210 \\ +775 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 19.122812 \\ +776 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 11.101583 \\ +117 & 1834 & 327 & 0 & 10319 & 41.115568 & NaN & NaN & NaN \\ +118 & 1834 & 328 & 0 & 10319 & 3.788964 & NaN & NaN & NaN \\ +378 & 1834 & 329 & 0 & 10319 & NaN & 27.054702 & NaN & NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 18.518202 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 39.458068 & 30.073830 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 1.434215 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 1.106315 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 1.614256 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 2.794602 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 1.349894 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 9.599715 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 39.925579 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 2.281989 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 25.681658 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 25.779221 & 28.765889 & 28.942539 & 30.855877 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 27.806939 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 7.988159 & 24.056595 & 20.716061 & 27.239510 \\ +166 & 1834 & 346 & 0 & 220319 & 23.405223 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 17.023531 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 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& NaN & NaN \\ +381 & 1834 & 364 & 3 & 10319 & NaN & 25.266502 & NaN & NaN \\ +623 & 1834 & 365 & 3 & 10319 & NaN & NaN & 3.121848 & NaN \\ +624 & 1834 & 366 & 3 & 10319 & NaN & NaN & 34.668515 & NaN \\ +724 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 15.086772 \\ +725 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 17.239419 \\ +190 & 1834 & 369 & 3 & 60319 & 12.963540 & NaN & NaN & NaN \\ +191 & 1834 & 370 & 3 & 60319 & 7.887968 & NaN & NaN & NaN \\ +192 & 1834 & 371 & 3 & 60319 & 15.554584 & 30.934938 & 25.983886 & 24.802766 \\ +408 & 1834 & 372 & 3 & 60319 & NaN & 5.734476 & NaN & NaN \\ +747 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 3.518817 \\ +430 & 1834 & 374 & 3 & 110319 & NaN & 24.859469 & NaN & NaN \\ +199 & 1834 & 376 & 3 & 120319 & 38.289713 & 42.686904 & 43.351629 & NaN \\ +305 & 1834 & 377 & 3 & 120319 & NaN & 17.569216 & NaN & NaN \\ +672 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 42.346574 \\ +56 & 1834 & 379 & 3 & 150319 & 26.730802 & NaN & NaN & NaN \\ +327 & 1834 & 380 & 3 & 150319 & NaN & 20.155081 & NaN & NaN \\ +328 & 1834 & 381 & 3 & 150319 & NaN & 19.888223 & 22.328473 & 25.939492 \\ +528 & 1834 & 382 & 3 & 150319 & NaN & NaN & 17.926469 & NaN \\ +698 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 16.930129 \\ +170 & 1834 & 384 & 3 & 220319 & 26.295053 & 23.868747 & 22.801594 & 20.607144 \\ +123 & 1834 & 385 & 4 & 10319 & 18.564480 & NaN & NaN & NaN \\ +124 & 1834 & 386 & 4 & 10319 & 11.486399 & NaN & NaN & NaN \\ +382 & 1834 & 387 & 4 & 10319 & NaN & 2.988890 & NaN & NaN \\ +383 & 1834 & 388 & 4 & 10319 & NaN & 10.358083 & NaN & NaN \\ +384 & 1834 & 389 & 4 & 10319 & NaN & 7.150004 & NaN & NaN \\ +385 & 1834 & 390 & 4 & 10319 & NaN & 19.548735 & NaN & NaN \\ +625 & 1834 & 391 & 4 & 10319 & NaN & NaN & 6.117960 & NaN \\ +626 & 1834 & 392 & 4 & 10319 & NaN & NaN & 4.026065 & NaN \\ +627 & 1834 & 393 & 4 & 10319 & NaN & NaN & 3.365512 & NaN \\ +603 & 1834 & 399 & 4 & 120319 & NaN & NaN & 0.683127 & NaN \\ +604 & 1834 & 400 & 4 & 120319 & NaN & NaN & 6.752857 & NaN \\ +171 & 1834 & 402 & 4 & 220319 & 16.418834 & 6.102082 & NaN & NaN \\ +606 & 1834 & 404 & 4 & 220319 & NaN & NaN & 23.811799 & 13.534078 \\ +711 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 3.720205 \\ +712 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 6.760296 \\ +713 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 26.321037 \\ +125 & 1834 & 408 & 5 & 10319 & 30.691277 & NaN & NaN & NaN \\ +126 & 1834 & 409 & 5 & 10319 & 32.929827 & NaN & NaN & NaN \\ +386 & 1834 & 410 & 5 & 10319 & NaN & 26.108582 & NaN & NaN \\ +387 & 1834 & 411 & 5 & 10319 & NaN & 18.218253 & 14.417770 & NaN \\ +628 & 1834 & 412 & 5 & 10319 & NaN & NaN & 29.602141 & NaN \\ +726 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 39.952369 \\ +727 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 31.267721 \\ +193 & 1834 & 415 & 5 & 60319 & 35.298942 & NaN & NaN & NaN \\ +409 & 1834 & 416 & 5 & 60319 & NaN & 41.470708 & NaN & NaN \\ +410 & 1834 & 417 & 5 & 60319 & NaN & 30.296108 & 23.798715 & 15.744755 \\ +585 & 1834 & 418 & 5 & 60319 & NaN & NaN & 43.885697 & NaN \\ +586 & 1834 & 419 & 5 & 60319 & NaN & NaN & 27.731601 & NaN \\ +107 & 1834 & 420 & 5 & 110319 & 11.167027 & NaN & NaN & NaN \\ +749 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 27.680796 \\ +108 & 1834 & 422 & 5 & 110319 & 38.638135 & NaN & NaN & NaN \\ +109 & 1834 & 423 & 5 & 110319 & 12.408145 & 11.906969 & NaN & NaN \\ +431 & 1834 & 424 & 5 & 110319 & NaN & 28.698096 & NaN & NaN \\ +432 & 1834 & 425 & 5 & 110319 & NaN & 27.383946 & NaN & NaN \\ +200 & 1834 & 428 & 5 & 120319 & 21.265036 & 36.812644 & 16.967035 & 19.555615 \\ +605 & 1834 & 429 & 5 & 120319 & NaN & NaN & 24.957467 & NaN \\ +673 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 11.404415 \\ +674 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 8.826036 \\ +57 & 1834 & 432 & 5 & 150319 & 27.079670 & NaN & NaN & NaN \\ +58 & 1834 & 433 & 5 & 150319 & 2.623674 & NaN & NaN & NaN \\ +59 & 1834 & 434 & 5 & 150319 & 17.833742 & NaN & NaN & NaN \\ +60 & 1834 & 435 & 5 & 150319 & 9.858716 & NaN & NaN & NaN \\ +329 & 1834 & 436 & 5 & 150319 & NaN & 32.080902 & NaN & NaN \\ +529 & 1834 & 437 & 5 & 150319 & NaN & NaN & 2.619174 & 2.047759 \\ +530 & 1834 & 438 & 5 & 150319 & NaN & NaN & 28.629043 & NaN \\ +699 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 18.763636 \\ +700 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 17.844464 \\ +701 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 0.676982 \\ +702 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 24.142831 \\ +703 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 2.473386 \\ +172 & 1834 & 444 & 5 & 220319 & 1.246347 & NaN & NaN & NaN \\ +127 & 1834 & 445 & 6 & 10319 & 28.212929 & NaN & NaN & NaN \\ +128 & 1834 & 446 & 6 & 10319 & 32.756567 & 26.869563 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 25.773518 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 0.916686 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 28.710161 & 30.344158 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 25.214006 & 21.457565 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 1.506001 \\ +411 & 1834 & 452 & 6 & 60319 & NaN & 40.491857 & 50.051883 & NaN \\ +412 & 1834 & 453 & 6 & 60319 & NaN & 13.311246 & 8.698006 & NaN \\ +413 & 1834 & 454 & 6 & 60319 & NaN & 16.429334 & NaN & NaN \\ +414 & 1834 & 455 & 6 & 60319 & NaN & 9.031416 & 17.537685 & 18.715102 \\ +587 & 1834 & 456 & 6 & 60319 & NaN & NaN & 16.017542 & NaN \\ +750 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 18.875831 \\ +751 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 28.272328 \\ +110 & 1834 & 459 & 6 & 110319 & 17.563694 & NaN & NaN & NaN \\ +111 & 1834 & 460 & 6 & 110319 & 25.899135 & NaN & NaN & NaN \\ +433 & 1834 & 461 & 6 & 110319 & NaN & 21.263933 & NaN & NaN \\ +434 & 1834 & 462 & 6 & 110319 & NaN & 23.275866 & NaN & NaN \\ +435 & 1834 & 464 & 6 & 110319 & NaN & 0.247926 & NaN & NaN \\ +436 & 1834 & 465 & 6 & 110319 & NaN & 0.531976 & NaN & NaN \\ +201 & 1834 & 472 & 6 & 120319 & 18.993743 & 25.262712 & 23.342841 & 22.439689 \\ +330 & 1834 & 473 & 6 & 150319 & NaN & 26.147873 & 40.530518 & 34.656838 \\ +331 & 1834 & 474 & 6 & 150319 & NaN & 21.264767 & NaN & NaN \\ +531 & 1834 & 475 & 6 & 150319 & NaN & NaN & 0.553399 & NaN \\ +532 & 1834 & 476 & 6 & 150319 & NaN & NaN & 17.858976 & NaN \\ +704 & 1834 & 477 & 6 & 150319 & NaN & NaN & NaN & 18.701463 \\ +174 & 1834 & 478 & 6 & 220319 & 10.482441 & NaN & NaN & NaN \\ +175 & 1834 & 479 & 6 & 220319 & 9.034885 & NaN & NaN & NaN \\ +176 & 1834 & 480 & 6 & 220319 & 0.993108 & NaN & NaN & NaN \\ +177 & 1834 & 481 & 6 & 220319 & 11.891396 & NaN & NaN & NaN \\ +293 & 1834 & 482 & 6 & 220319 & NaN & 3.568603 & NaN & NaN \\ +294 & 1834 & 483 & 6 & 220319 & NaN & 28.137672 & NaN & NaN \\ +295 & 1834 & 484 & 6 & 220319 & NaN & 8.814847 & NaN & NaN \\ +296 & 1834 & 485 & 6 & 220319 & NaN & 6.166458 & NaN & NaN \\ +297 & 1834 & 486 & 6 & 220319 & NaN & 10.762791 & NaN & NaN \\ +607 & 1834 & 487 & 6 & 220319 & NaN & NaN & 9.784959 & 9.487434 \\ +608 & 1834 & 488 & 6 & 220319 & NaN & NaN & 7.842790 & 7.387571 \\ +609 & 1834 & 489 & 6 & 220319 & NaN & NaN & 24.368663 & 25.345925 \\ +129 & 1834 & 490 & 7 & 10319 & 24.023640 & NaN & NaN & NaN \\ +130 & 1834 & 491 & 7 & 10319 & 25.265215 & NaN & NaN & NaN \\ +390 & 1834 & 492 & 7 & 10319 & NaN & 13.514194 & NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & 14.807212 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & 10.130184 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & 17.143730 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & 26.417275 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & 21.839370 & 33.127682 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & 21.340463 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & 15.675112 & 19.175985 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 5.720015 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 17.266887 \\ +195 & 1834 & 502 & 7 & 60319 & 24.222628 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & 21.624671 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & 8.804595 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & 21.552847 & 8.203779 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 19.158116 & 20.331695 & 18.998076 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 8.894605 & 11.118618 & 10.650657 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 9.794909 & 12.533788 & 7.848095 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 9.508319 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 22.764970 \\ +112 & 1834 & 511 & 7 & 110319 & 11.477277 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & 6.244027 & 8.462911 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & 0.502170 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & 30.331408 & 24.075977 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & 9.285094 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & 0.249563 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 3.762225 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 20.083116 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & 0.360976 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & 0.364383 & NaN & NaN \\ +202 & 1834 & 527 & 7 & 120319 & 33.807403 & 32.912762 & 35.904769 & 32.323316 \\ +203 & 1834 & 528 & 7 & 120319 & 8.719775 & NaN & NaN & NaN \\ +306 & 1834 & 529 & 7 & 120319 & NaN & 0.812644 & 0.887054 & 0.918900 \\ +307 & 1834 & 530 & 7 & 120319 & NaN & 21.023845 & NaN & NaN \\ +61 & 1834 & 531 & 7 & 150319 & 9.900498 & NaN & NaN & NaN \\ +62 & 1834 & 532 & 7 & 150319 & 3.097789 & NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & 1.892901 & NaN & 0.939513 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & 4.480697 & NaN & 4.816853 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & 19.346807 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & 1.403318 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & 21.279080 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & 23.371302 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 1.618991 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 32.133670 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 5.572878 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 0.988704 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 23.829181 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 25.030590 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 20.942505 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 1.607043 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 1.273577 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 8.887701 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 7.525146 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 22.305547 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 16.405451 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 32.230173 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 30.555734 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 3.380586 \\ +178 & 1834 & 555 & 7 & 220319 & 28.944692 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 6.298666 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 3.695875 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 3.200547 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 33.692992 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 26.949589 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 14.166463 & 11.806549 & 7.548706 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 7.854380 & 7.686497 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 19.325743 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 26.127475 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 10.203756 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 36.407696 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.516949 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.620553 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & 1.308476 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & 5.377135 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 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& 593 & 4 & 120619 & NaN & NaN & NaN & 16.651414 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 18.392297 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 10.465241 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 11.728309 \\ +102 & 1839 & 597 & 4 & 200619 & 15.684952 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 6.556313 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 6.920558 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 2.248212 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 2.297653 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 31.207555 & 45.282127 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 13.803715 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 17.357805 & NaN & 13.238416 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 13.396669 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 4.957679 \\ +67 & 1839 & 609 & 5 & 120619 & 23.798486 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 7.960966 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 34.102411 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 29.939962 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 16.844225 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 11.086847 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 28.524529 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 19.788471 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 34.489913 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 1.797375 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 6.109934 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 13.623628 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 15.874531 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 5.608334 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 5.481682 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 3.613012 & 7.301748 & 6.603348 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 3.134171 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 1.680558 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.332545 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 12.604441 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.373136 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 8.424651 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 15.827972 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.446969 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 11.206441 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.948020 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 15.599232 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 4.510111 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 5.335265 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 1.379473 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 23.152719 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 17.242606 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 26.843989 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 16.106956 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 15.020766 & 19.623323 & NaN & 13.921693 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 9.367588 & 6.693404 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 14.024533 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 19.369042 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 14.764896 & 10.362001 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 11.079885 \\ +104 & 1839 & 661 & 7 & 200619 & 15.689195 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 3.049798 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 28.705483 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 7.404695 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 1.113862 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 17.699248 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 8.038621 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 9.433980 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 15.695409 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 5.747030 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 3.901778 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 4.619530 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 10.412166 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 24.497906 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 29.804841 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 17.448153 & 18.769158 & 24.353290 & 17.477640 \\ +207 & 1849 & 678 & 0 & 150319 & 28.730285 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 19.162619 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 17.098640 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 6.457229 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 20.047209 \\ +37 & 1849 & 683 & 0 & 220319 & 34.330130 & NaN & 34.561881 & 43.399501 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 23.992060 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 19.863543 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 21.679560 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 16.417839 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 14.183576 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 26.434693 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 24.125994 \\ +137 & 1849 & 691 & 1 & 10319 & 19.644981 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.887391 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 1.502631 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 4.058760 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 22.210795 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 5.257561 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 16.889342 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 2.934725 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 20.474567 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 53.442294 \\ +223 & 1849 & 709 & 1 & 110319 & 4.990169 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 5.385586 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 6.011400 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 3.772474 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 3.273903 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 9.431303 & 15.543537 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & 3.848550 & 4.579203 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & 11.945756 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 0.627766 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 4.705985 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 13.398078 & 16.128103 & 15.375988 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 3.090515 & 9.024075 & 3.209466 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 15.773416 & 20.616949 & 17.624505 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 19.555440 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 22.004023 & NaN & 15.748666 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 30.587223 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 13.864580 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 17.721897 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 9.541160 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 16.828437 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 12.280125 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 7.527037 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 8.169034 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 28.721554 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 5.868394 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 14.291811 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 6.871453 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 4.111316 & NaN & 3.161737 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 26.495908 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & 8.033599 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 5.791542 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 5.938414 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 2.436252 \\ +138 & 1849 & 745 & 2 & 10319 & 16.495695 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.383868 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 21.792104 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 19.959049 & 26.388525 & 25.024397 & 30.961300 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 29.853019 & NaN & 19.748664 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 1.843198 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 13.458939 \\ +231 & 1849 & 756 & 2 & 110319 & 9.620626 & 13.402935 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 5.675138 & 5.536931 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 15.140318 & 19.674575 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 6.005844 & 1.200536 & 6.445337 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 9.842516 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 1.667653 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 8.074237 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 0.611914 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 16.142463 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 5.442691 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 29.418848 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & 32.304115 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 1.351454 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 40.711318 \\ +141 & 1849 & 774 & 3 & 10319 & 0.838184 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 23.983309 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & 39.992187 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & 9.060175 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & 10.800043 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & 13.336808 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 28.925118 & 45.094432 & 39.696927 & 34.207894 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 1.804772 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 27.584285 & 20.242281 & 24.039280 \\ +233 & 1849 & 786 & 3 & 110319 & 25.194531 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 34.007245 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 17.114636 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 11.505621 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 23.935183 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 6.473126 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 23.178465 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 19.465404 \\ +40 & 1849 & 794 & 3 & 220319 & 9.668741 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 12.052237 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 28.514290 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 1.378722 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 20.289100 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 15.785051 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 9.046829 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 24.453203 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 16.916609 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 16.305218 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 36.386008 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 1.705725 \\ +271 & 1849 & 806 & 3 & 280219 & 6.179794 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 16.498006 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 24.030433 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 20.893331 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 20.435792 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 9.789167 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 9.323834 & NaN & 12.024553 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 12.583350 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 18.155629 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 9.283937 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 23.610233 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 21.561110 \\ +158 & 1849 & 820 & 4 & 60319 & 21.276596 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 34.040059 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 27.149220 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 32.722903 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 12.466194 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 6.687339 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 20.533685 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 1.361201 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 6.021517 \\ +44 & 1849 & 837 & 4 & 220319 & 1.394824 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 1.804847 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 9.176012 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 18.233738 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 2.228809 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 9.455433 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.833919 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.613901 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 30.361385 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 26.060853 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 18.924955 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 33.994309 & 39.784826 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 2.117930 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 48.585633 \\ +234 & 1849 & 857 & 5 & 110319 & 23.873723 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 25.428868 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 20.239745 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 29.143028 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 29.948578 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 17.010600 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 1.224100 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 15.311282 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 26.113763 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 15.986612 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 21.687518 & 12.205897 & 28.544672 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 23.642379 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 11.863980 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 10.306089 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 41.755071 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 31.296466 \\ +47 & 1849 & 874 & 5 & 220319 & 11.694917 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 19.846883 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 13.600930 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 15.395012 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 23.152717 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 27.497741 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 23.121785 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 37.873096 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 18.848727 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 21.606666 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 27.749205 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 34.761994 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 41.904910 \\ +274 & 1849 & 887 & 5 & 280219 & 20.529862 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 30.643937 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 29.774911 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 21.875610 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 35.499906 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 4.325818 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 12.848120 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 1.192474 \\ +275 & 1849 & 903 & 6 & 280219 & 15.415425 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 1.094773 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 24.176140 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 31.134270 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 39.235014 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 30.012471 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.759006 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 18.847406 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 8.960700 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 30.621663 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 18.858098 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 33.994806 \\ +148 & 1849 & 918 & 7 & 10319 & 28.540815 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 26.596170 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 15.979095 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 12.716936 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 25.952479 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 4.317997 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 11.857217 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 27.859955 \\ +221 & 1849 & 930 & 7 & 150319 & 7.783034 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 21.505907 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 9.440743 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 12.805818 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.257012 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 4.519745 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 19.553336 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 14.006498 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 18.638897 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 19.535877 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 9.786390 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_information_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_information_rate.csv new file mode 100644 index 000000000..a6374456f --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_information_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,1.0918633750541176,,0.9653938398388592,0.8829825701908655 +0,1833,1,0,260619,0.36814508394544576,,0.14001165528150072,0.3433582580434657 +15,1833,2,0,10719,0.22492014445041034,,, +16,1833,3,0,10719,1.125119542512425,0.3655919519130824,, +17,1833,4,0,10719,0.2683523867864936,0.3974075515120801,, +501,1833,6,0,10719,,1.0371578836281183,, +502,1833,7,0,10719,,1.2167496384844234,, +238,1833,8,0,20719,0.987666700871327,,, +239,1833,9,0,20719,0.17635802177950546,,, +240,1833,10,0,20719,0.4896909416963101,0.4375752411951197,0.7868544942843145,0.31940797211338895 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+281,1849,933,7,280219,0.183116825296411,,, +374,1849,934,7,280219,,0.040789352109426615,, +375,1849,935,7,280219,,0.46102011266229204,, +376,1849,936,7,280219,,0.1890923372717419,, +377,1849,937,7,280219,,0.7384621485973162,, +553,1849,938,7,280219,,,0.305284284345391, +554,1849,939,7,280219,,,0.9360383162802124, +687,1849,940,7,280219,,,,0.8265504192655273 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_information_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_information_rate.tex new file mode 100644 index 000000000..d228cb04e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_information_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 1.091863 & NaN & 0.965394 & 0.882983 \\ +0 & 1833 & 1 & 0 & 260619 & 0.368145 & NaN & 0.140012 & 0.343358 \\ +15 & 1833 & 2 & 0 & 10719 & 0.224920 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 1.125120 & 0.365592 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.268352 & 0.397408 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 1.037158 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 1.216750 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.987667 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.176358 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.489691 & 0.437575 & 0.786854 & 0.319408 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.338138 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.482181 & 0.697489 & 0.779455 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.368624 & 0.940421 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.047952 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.060995 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.040635 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.852710 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.323129 \\ +131 & 1833 & 21 & 0 & 120619 & 0.373516 & 0.332519 & 0.708682 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.527494 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.462779 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.703921 & 0.711825 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.124076 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.060060 \\ +1 & 1833 & 30 & 0 & 260619 & 1.324290 & NaN & 1.626848 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 1.220360 & 1.066774 & 1.460668 & 1.182648 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.853602 & 1.274816 & 0.925031 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.428633 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.950833 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.932276 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 1.032451 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 1.430471 & 1.021932 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.193012 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 1.428477 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.691237 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.765496 & NaN & 0.732058 & 0.655577 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.094809 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.324389 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 1.030357 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.817335 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 1.595851 & NaN & 1.830695 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 2.372439 & 0.876495 & 2.239315 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 1.330462 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 1.058653 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 1.266147 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.517692 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 1.620955 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.563724 \\ +132 & 1833 & 72 & 1 & 120619 & 0.680931 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.396575 & NaN & 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0.603281 \\ +108 & 1834 & 422 & 5 & 110319 & 0.788126 & NaN & NaN & NaN \\ +109 & 1834 & 423 & 5 & 110319 & 0.350943 & 0.354389 & NaN & NaN \\ +431 & 1834 & 424 & 5 & 110319 & NaN & 0.470227 & NaN & NaN \\ +432 & 1834 & 425 & 5 & 110319 & NaN & 1.507919 & NaN & NaN \\ +200 & 1834 & 428 & 5 & 120319 & 0.519654 & 1.374321 & 0.232822 & 0.920158 \\ +605 & 1834 & 429 & 5 & 120319 & NaN & NaN & 0.441812 & NaN \\ +673 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 0.924341 \\ +674 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 0.734920 \\ +57 & 1834 & 432 & 5 & 150319 & 0.389560 & NaN & NaN & NaN \\ +58 & 1834 & 433 & 5 & 150319 & 0.447047 & NaN & NaN & NaN \\ +59 & 1834 & 434 & 5 & 150319 & 0.648431 & NaN & NaN & NaN \\ +60 & 1834 & 435 & 5 & 150319 & 0.581238 & NaN & NaN & NaN \\ +329 & 1834 & 436 & 5 & 150319 & NaN & 1.065899 & NaN & NaN \\ +529 & 1834 & 437 & 5 & 150319 & NaN & NaN & 0.239621 & 0.594723 \\ +530 & 1834 & 438 & 5 & 150319 & NaN & NaN & 0.743245 & NaN \\ +699 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 0.408283 \\ +700 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 0.238218 \\ +701 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 0.052191 \\ +702 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 1.088803 \\ +703 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 0.344554 \\ +172 & 1834 & 444 & 5 & 220319 & 0.094425 & NaN & NaN & NaN \\ +127 & 1834 & 445 & 6 & 10319 & 0.282921 & NaN & NaN & NaN \\ +128 & 1834 & 446 & 6 & 10319 & 0.912878 & 0.402342 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 0.166844 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 0.056596 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 0.151708 & 0.248956 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 0.298490 & 0.212354 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 0.087965 \\ +411 & 1834 & 452 & 6 & 60319 & NaN & 0.384788 & 0.213694 & NaN \\ +412 & 1834 & 453 & 6 & 60319 & NaN & 0.081093 & 0.166088 & NaN \\ +413 & 1834 & 454 & 6 & 60319 & NaN & 0.221267 & NaN & NaN \\ 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150319 & NaN & NaN & NaN & 0.195512 \\ +174 & 1834 & 478 & 6 & 220319 & 0.092998 & NaN & NaN & NaN \\ +175 & 1834 & 479 & 6 & 220319 & 0.228721 & NaN & NaN & NaN \\ +176 & 1834 & 480 & 6 & 220319 & 0.238158 & NaN & NaN & NaN \\ +177 & 1834 & 481 & 6 & 220319 & 0.215016 & NaN & NaN & NaN \\ +293 & 1834 & 482 & 6 & 220319 & NaN & 0.083665 & NaN & NaN \\ +294 & 1834 & 483 & 6 & 220319 & NaN & 0.135248 & NaN & NaN \\ +295 & 1834 & 484 & 6 & 220319 & NaN & 0.095202 & NaN & NaN \\ +296 & 1834 & 485 & 6 & 220319 & NaN & 0.256416 & NaN & NaN \\ +297 & 1834 & 486 & 6 & 220319 & NaN & 0.170974 & NaN & NaN \\ +607 & 1834 & 487 & 6 & 220319 & NaN & NaN & 0.159120 & 0.226113 \\ +608 & 1834 & 488 & 6 & 220319 & NaN & NaN & 0.076474 & 0.051756 \\ +609 & 1834 & 489 & 6 & 220319 & NaN & NaN & 0.226990 & 0.103536 \\ +129 & 1834 & 490 & 7 & 10319 & 0.280781 & NaN & NaN & NaN \\ +130 & 1834 & 491 & 7 & 10319 & 0.148795 & NaN & NaN & NaN \\ +390 & 1834 & 492 & 7 & 10319 & NaN & 0.240378 & NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & 0.255856 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & 0.420019 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & 0.179233 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & 0.139576 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & 0.171360 & 0.796595 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & 0.336476 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & 0.345915 & 0.647422 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 0.237579 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 0.782840 \\ +195 & 1834 & 502 & 7 & 60319 & 0.634401 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & 2.138411 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & 0.546031 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & 0.775217 & 0.158913 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 0.086516 & 0.124091 & 0.155666 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 0.069757 & 0.182745 & 0.107995 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 0.123200 & 0.285444 & 0.083597 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 0.189485 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 0.398085 \\ +112 & 1834 & 511 & 7 & 110319 & 0.419106 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & 0.825506 & 1.293861 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & 0.076095 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & 0.448999 & 0.189316 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & 0.201113 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & 0.035418 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 0.374591 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 0.481001 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & 0.044015 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & 0.035845 & NaN & NaN \\ +202 & 1834 & 527 & 7 & 120319 & 0.434960 & 0.942035 & 0.397562 & 0.800418 \\ +203 & 1834 & 528 & 7 & 120319 & 0.595873 & NaN & NaN & NaN \\ +306 & 1834 & 529 & 7 & 120319 & NaN & 0.212358 & 0.129020 & 0.265953 \\ +307 & 1834 & 530 & 7 & 120319 & NaN & 0.243099 & NaN & NaN \\ +61 & 1834 & 531 & 7 & 150319 & 0.836076 & NaN & NaN & NaN \\ +62 & 1834 & 532 & 7 & 150319 & 0.150386 & NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & 0.283847 & NaN & 0.149654 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & 0.396351 & NaN & 0.143634 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & 0.915428 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & 0.451902 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & 0.877840 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & 0.377217 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 0.254712 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 0.816766 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 0.137522 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 0.081153 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 0.829954 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 2.700547 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 0.547810 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.336028 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.233461 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 0.312144 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 0.905096 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 1.295660 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 0.221525 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 0.161613 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 0.769017 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 0.244627 \\ +178 & 1834 & 555 & 7 & 220319 & 0.355491 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 1.106741 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 0.755945 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 0.431528 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 0.355218 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 0.152490 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 1.864346 & 1.931771 & 2.459894 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 0.151009 & 0.371487 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 0.696814 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 0.256522 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 0.232943 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 0.342522 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.038682 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.142797 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & 0.305197 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & 0.734117 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & 0.959067 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & 0.538611 & 0.625381 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & 0.138499 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 2.401099 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 0.673576 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.213810 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.107068 \\ +101 & 1839 & 584 & 3 & 200619 & 0.273270 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 0.384427 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 1.185837 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 0.148334 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 0.258389 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 0.233386 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 0.405245 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 0.368685 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.277885 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 1.249400 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 0.291923 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 0.264069 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 0.292246 \\ +102 & 1839 & 597 & 4 & 200619 & 0.185985 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 0.107548 & NaN & NaN \\ 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& NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 1.614620 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 0.295035 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 0.558300 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 1.091443 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 0.130144 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.217711 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.126912 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.512142 & 1.511736 & 1.469632 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 0.396612 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 0.224954 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.057209 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.440767 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.072191 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.558513 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.248189 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.327882 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.239043 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.251518 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 1.131137 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 0.098277 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 0.100001 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.044395 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 0.383754 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 0.673543 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 0.314012 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 0.577939 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 1.137537 & 0.897083 & NaN & 0.815828 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 2.010347 & 1.064673 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 2.583616 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 2.064963 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 2.170160 & 1.444207 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 2.528118 \\ +104 & 1839 & 661 & 7 & 200619 & 1.836985 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 0.768535 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 6.354448 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 0.122273 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 0.284484 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 1.931472 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 2.971906 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 1.046122 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 1.054996 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.521887 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 1.243917 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 0.594619 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 1.280967 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 0.420284 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 0.190639 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 1.406109 & 0.899519 & 1.364091 & 0.780267 \\ +207 & 1849 & 678 & 0 & 150319 & 0.447978 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.831039 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 1.407311 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.451950 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 1.207398 \\ +37 & 1849 & 683 & 0 & 220319 & 0.991862 & NaN & 1.870846 & 1.277331 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.845786 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 0.411596 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 0.231735 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.980263 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 1.016589 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.202639 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.181910 \\ +137 & 1849 & 691 & 1 & 10319 & 0.393632 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.519727 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.694863 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 0.259024 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 0.510784 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 1.009215 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 4.745836 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.157394 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.519153 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 3.261384 \\ +223 & 1849 & 709 & 1 & 110319 & 0.194629 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 0.209876 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 0.433620 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 0.952425 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 0.167148 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 0.876504 & 1.010568 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & 0.474951 & 0.398943 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & 0.269448 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 0.136040 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 0.625724 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 0.350750 & 0.349057 & 0.269589 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 0.318922 & 0.737392 & 0.172887 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 0.984782 & 1.815718 & 0.772043 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 2.180559 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 0.593531 & NaN & 0.869004 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 1.390581 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 0.417695 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 0.653045 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 0.415508 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.382925 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.884153 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.617507 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 0.511824 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 1.032832 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 0.461317 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 0.600791 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 1.133392 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 0.649635 & NaN & 0.595387 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 1.248214 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.552075 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.750144 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.259350 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.236758 \\ +138 & 1849 & 745 & 2 & 10319 & 0.424316 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.105321 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 0.402406 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 0.435508 & 0.660960 & 0.535901 & 0.753019 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 0.416300 & NaN & 0.428477 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.660831 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.639066 \\ +231 & 1849 & 756 & 2 & 110319 & 0.283553 & 0.336098 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 0.215638 & 0.852507 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 0.408056 & 1.190461 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 0.612314 & 0.466905 & 1.053024 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.623252 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 0.116031 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 0.483589 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 0.062086 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 0.644780 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 0.138668 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 0.930272 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & 0.315197 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.122007 & NaN \\ 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0.495493 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.510237 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 1.314697 \\ +40 & 1849 & 794 & 3 & 220319 & 0.461869 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 0.337052 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 0.290344 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.162220 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 0.483303 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 0.235093 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.628113 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.380920 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 1.294565 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.672799 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 1.171879 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.404559 \\ +271 & 1849 & 806 & 3 & 280219 & 0.347099 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 0.340180 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 0.574449 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 0.330183 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 0.548949 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 0.500193 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 0.981302 & NaN & 1.241420 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.559077 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.496781 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.499332 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.634292 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.409332 \\ +158 & 1849 & 820 & 4 & 60319 & 0.859021 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 0.312003 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.527882 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 0.792441 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 0.444299 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 1.104041 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 0.111814 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.154307 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.453511 \\ +44 & 1849 & 837 & 4 & 220319 & 0.226023 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 0.264914 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 0.716888 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 0.434559 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 0.211211 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.577516 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.087358 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.060313 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 1.329205 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 0.506653 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 0.545643 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 0.848108 & 0.451342 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 0.183120 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.671537 \\ +234 & 1849 & 857 & 5 & 110319 & 0.285142 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 1.096674 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 0.877461 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 0.724565 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 0.717234 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 0.319909 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.301321 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 0.545632 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 0.310818 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 0.311699 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 1.215461 & 1.459929 & 1.124806 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 0.144213 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 0.090011 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 1.141320 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.214783 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.396505 \\ +47 & 1849 & 874 & 5 & 220319 & 0.440680 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 0.472438 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 0.719659 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 0.656924 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 1.235532 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 0.152301 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.691212 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.436790 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 1.526111 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.694494 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.129931 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.606170 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.823826 \\ +274 & 1849 & 887 & 5 & 280219 & 0.354492 & NaN & NaN & NaN \\ 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\\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 1.030396 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.454044 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.793712 \\ +148 & 1849 & 918 & 7 & 10319 & 0.617586 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.425577 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.638791 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.725082 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.411388 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.164013 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 1.108193 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.650533 \\ +221 & 1849 & 930 & 7 & 150319 & 0.144034 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.316238 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.965732 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.183117 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.040789 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.461020 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.189092 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.738462 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.305284 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.936038 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.826550 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_information_specificity.csv b/actions/comparisons-allcells/data/statistics/values_bs_information_specificity.csv new file mode 100644 index 000000000..33ffd0a2b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_information_specificity.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,0.07503463066841018,,0.10494321405539413,0.09936382124106173 +0,1833,1,0,260619,0.1002112965174273,,0.07605796122707037,0.0555222416982935 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000000000..8a18f8862 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_information_specificity.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.075035 & NaN & 0.104943 & 0.099364 \\ +0 & 1833 & 1 & 0 & 260619 & 0.100211 & NaN & 0.076058 & 0.055522 \\ +15 & 1833 & 2 & 0 & 10719 & 0.450841 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.250275 & 0.078200 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.112983 & 0.198275 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.189970 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.365920 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.126546 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.136525 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.033725 & 0.034507 & 0.064275 & 0.023139 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.014479 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.089351 & 0.107973 & 0.082244 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.022137 & 0.057218 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.236410 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.053757 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.390214 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.050960 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.108484 \\ +131 & 1833 & 21 & 0 & 120619 & 0.188444 & 0.196651 & 0.373917 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.032903 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.040400 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.100746 & 0.103243 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.049430 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.155830 \\ +1 & 1833 & 30 & 0 & 260619 & 0.230674 & NaN & 0.312487 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.400600 & 0.302404 & 0.429128 & 0.440107 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.086187 & 0.204330 & 0.142920 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.062009 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.260886 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.378380 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.142976 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.352900 & 0.349152 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.029685 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.089731 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.071714 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.128990 & NaN & 0.043154 & 0.037991 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.369101 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.241566 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.209567 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.061831 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.226553 & NaN & 0.224772 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.149192 & 0.115399 & 0.180286 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.349875 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.051767 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.100815 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.028093 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.157093 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.031902 \\ +132 & 1833 & 72 & 1 & 120619 & 0.033301 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.016847 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.027731 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.022446 & 0.037744 \\ +3 & 1833 & 78 & 1 & 260619 & 0.140592 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.141294 & 0.106860 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.034777 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.072028 & 0.047128 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.200018 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.059643 \\ +755 & 1833 & 86 & 1 & 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150319 & NaN & 0.020165 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 0.330228 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 0.029489 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 0.028995 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 0.144578 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 0.042742 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 0.179138 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 0.030157 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.504232 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.311960 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 0.041419 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 0.193407 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 0.095677 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 0.014781 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 0.005459 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 0.029318 \\ +709 & 1834 & 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0.020887 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.064447 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.119064 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 0.019746 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 0.032981 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 0.031493 \\ +102 & 1839 & 597 & 4 & 200619 & 0.014219 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 0.020332 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 0.020302 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 0.033188 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 0.270317 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 0.037986 & 0.018776 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 0.077924 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 0.084006 & NaN & 0.144779 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.244302 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.221750 \\ +67 & 1839 & 609 & 5 & 120619 & 0.235796 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 0.433561 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 0.068070 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.203033 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 0.131932 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 0.093641 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 0.097211 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 0.271800 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 0.066185 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 0.278856 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 0.199942 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 0.131707 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 0.009479 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.049741 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.029996 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.376796 & 0.603180 & 0.667575 \\ +483 & 1839 & 630 & 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NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 0.107199 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.169659 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 1.271193 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 0.399091 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 0.164743 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 0.021692 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 0.007551 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 0.120344 & 0.076706 & 0.083114 & 0.062250 \\ +207 & 1849 & 678 & 0 & 150319 & 0.019968 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.055681 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.134420 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.142272 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.087912 \\ +37 & 1849 & 683 & 0 & 220319 & 0.039749 & NaN & 0.077712 & 0.041667 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.048132 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 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60319 & NaN & 0.261688 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 0.014810 & 0.017182 & 0.025781 \\ +233 & 1849 & 786 & 3 & 110319 & 0.044192 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 0.025242 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 0.048157 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 0.041166 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 0.043658 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 0.104566 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.028399 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.097872 \\ +40 & 1849 & 794 & 3 & 220319 & 0.056098 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 0.036790 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 0.012662 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.249920 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 0.029104 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 0.017260 & NaN & NaN \\ +615 & 1849 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\\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.087518 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.180620 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.175090 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 0.056156 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 0.023217 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 0.038464 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 0.029367 & 0.013372 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 0.137022 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.016439 \\ +234 & 1849 & 857 & 5 & 110319 & 0.014658 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 0.056791 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 0.057190 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 0.030243 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 0.030359 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 0.022613 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.552079 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 0.047406 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 0.016041 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 0.025091 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 0.067979 & 0.209232 & 0.052223 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 0.007036 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 0.008926 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.164847 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.005729 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.014685 \\ +47 & 1849 & 874 & 5 & 220319 & 0.045919 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 0.027896 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 0.062840 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 0.052226 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 0.066520 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 0.006131 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.038680 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.012804 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.145863 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.036952 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.005257 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.019958 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.025612 \\ +274 & 1849 & 887 & 5 & 280219 & 0.020611 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 0.017983 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.053625 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 0.070722 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.016040 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 0.336445 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.029047 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.878285 \\ +275 & 1849 & 903 & 6 & 280219 & 0.348250 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.553286 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 0.036063 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 0.115752 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 0.043641 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 0.050806 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.192451 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.077959 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.200815 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.042562 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.031011 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.029801 \\ +148 & 1849 & 918 & 7 & 10319 & 0.028580 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.019112 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.054252 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.065672 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.017325 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.046104 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.124753 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.027563 \\ +221 & 1849 & 930 & 7 & 150319 & 0.023986 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.017385 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.168976 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.017140 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.315898 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.172771 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.011292 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.078056 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.023809 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.075072 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.142136 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_interspike_interval_cv.csv 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+372,1849,909,6,280219,,1.395277197634737,, +373,1849,910,6,280219,,1.3754740211152918,, +549,1849,912,6,280219,,,1.5082019865646328, +550,1849,913,6,280219,,,1.7357382400198316, +551,1849,914,6,280219,,,3.5432815361428776, +552,1849,915,6,280219,,,1.5688608748211283, +684,1849,916,6,280219,,,,1.4990052837532886 +685,1849,917,6,280219,,,,1.4208594895380111 +148,1849,918,7,10319,1.5730027573334069,,, +163,1849,922,7,60319,1.6217154887603904,,, +164,1849,923,7,60319,1.8076767464226688,,, +426,1849,924,7,60319,,2.2924589761247254,, +427,1849,925,7,60319,,1.3934349281788183,, +428,1849,926,7,60319,,1.3502116706584888,, +526,1849,928,7,60319,,,2.51425901072171, +737,1849,929,7,60319,,,,1.513968846716968 +221,1849,930,7,150319,1.7354353901277,,, +279,1849,931,7,280219,1.3918603150432205,,, +280,1849,932,7,280219,1.6678130844065668,,, +281,1849,933,7,280219,1.2844163880403494,,, +374,1849,934,7,280219,,1.0316648299357971,, +375,1849,935,7,280219,,3.0673991915876635,, +376,1849,936,7,280219,,1.2594475218542736,, +377,1849,937,7,280219,,1.5390258742751592,, +553,1849,938,7,280219,,,1.3806522320482058, +554,1849,939,7,280219,,,1.7826386291326104, +687,1849,940,7,280219,,,,1.8353015568928357 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_interspike_interval_cv.tex b/actions/comparisons-allcells/data/statistics/values_bs_interspike_interval_cv.tex new file mode 100644 index 000000000..428caf6fa --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_interspike_interval_cv.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 1.925841 & NaN & 1.888162 & 2.135278 \\ +0 & 1833 & 1 & 0 & 260619 & 1.561268 & NaN & 1.844538 & 1.513256 \\ +15 & 1833 & 2 & 0 & 10719 & 2.800130 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 2.195377 & 1.943861 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 1.892145 & 1.868298 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 2.343269 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 2.480111 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 1.895557 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 1.756945 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 1.482924 & 1.417904 & 1.625728 & 1.459013 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 1.377951 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 1.936644 & 2.077847 & 1.878920 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 1.441623 & 1.605200 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 1.287331 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.427558 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 1.192683 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 1.519723 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 1.758039 \\ +131 & 1833 & 21 & 0 & 120619 & 1.956153 & 2.144403 & 2.406542 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 1.469230 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 3.650503 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 3.224176 & 1.799383 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 1.433222 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 1.374048 \\ +1 & 1833 & 30 & 0 & 260619 & 2.027768 & NaN & 2.629333 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 2.877139 & 3.046712 & 3.651405 & 3.282214 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 2.537729 & 3.116807 & 2.777812 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 1.816210 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 2.733212 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 2.352036 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 2.111541 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 2.771004 & 2.867116 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 1.334603 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 1.900801 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 1.861466 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 2.552289 & NaN & 1.547899 & 1.466829 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 1.320768 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 2.062241 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 2.801072 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 1.516033 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 2.163907 & NaN & 2.398341 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 2.566810 & 2.257744 & 2.942670 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 3.068716 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 1.553345 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 2.040778 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 1.458208 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 2.480735 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 1.321085 \\ +132 & 1833 & 72 & 1 & 120619 & 3.354318 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 1.428490 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 1.444761 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 1.463600 & 1.386829 \\ +3 & 1833 & 78 & 1 & 260619 & 2.165017 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 2.103044 & 2.163945 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 1.920969 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 2.127960 & 1.562630 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 2.769567 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 1.457738 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 2.299968 \\ +81 & 1833 & 87 & 1 & 290519 & 2.672417 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 2.859735 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 2.171842 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 2.571485 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 1.327127 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 1.408059 \\ +23 & 1833 & 96 & 2 & 10719 & 1.657176 & 1.454623 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 1.205436 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 1.461770 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 1.867396 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 2.326542 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 1.517922 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 1.744199 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 1.580080 \\ +50 & 1833 & 106 & 2 & 50619 & 3.113695 & 3.326131 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 1.502402 & NaN & 2.716019 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 1.628468 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 2.019873 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 1.421167 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 2.257277 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 2.699699 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 1.620266 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 1.429060 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 3.423195 & 3.405239 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 1.284077 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 1.044410 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 1.226413 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 1.433699 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 1.306903 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 1.790303 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 2.003402 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 1.993334 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 2.208917 & 2.149367 & 2.104090 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 2.500460 & NaN & 2.416152 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 3.030279 & NaN & 3.498137 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 1.870932 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 2.816513 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 2.600051 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 2.342768 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 2.454282 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 2.766028 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 2.779850 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 1.437344 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 2.825745 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 2.075706 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 1.718153 & 1.669604 \\ +5 & 1833 & 150 & 3 & 260619 & 1.764236 & 1.932965 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 1.956236 & 2.221988 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 1.478064 \\ +82 & 1833 & 156 & 3 & 290519 & 2.809497 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 2.325997 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 1.619304 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 8.946177 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 3.351927 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 3.794805 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 3.520067 & 3.041543 & 3.526455 & 2.916700 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 2.114559 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 1.422626 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.683966 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 1.478601 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 4.260184 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 2.294453 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 2.126245 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 6.140207 \\ +83 & 1833 & 178 & 4 & 290519 & 5.123819 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 1.521017 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 1.318664 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 3.054560 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 2.719500 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 4.827665 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 2.677596 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 2.238789 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 1.194127 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 1.865811 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 1.800486 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 1.094481 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 2.218155 & 1.644042 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 1.258732 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 2.450454 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 2.483726 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 2.235436 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 1.753543 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 2.089270 & 3.362142 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 3.407694 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 2.276881 \\ +85 & 1833 & 212 & 5 & 290519 & 2.460813 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 2.115299 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 2.403271 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 1.789089 & 1.912711 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 5.967758 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 2.300466 \\ +30 & 1833 & 219 & 6 & 10719 & 2.154902 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 2.422443 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 1.683786 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 3.350429 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 1.376443 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 1.455984 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 1.213784 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 1.524848 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 1.342938 & 1.114480 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 1.323189 \\ +52 & 1833 & 230 & 6 & 50619 & 2.500487 & 3.183755 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 2.059483 & 1.694664 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 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& NaN \\ +257 & 1833 & 251 & 6 & 200619 & 2.843616 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 2.804637 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 3.315842 & 3.100452 & 3.847400 & 2.992044 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 1.559911 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 1.204479 & NaN & NaN \\ +464 & 1833 & 256 & 6 & 200619 & NaN & 1.970560 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 1.205348 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 1.593786 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 1.372843 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 1.797349 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 1.273476 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 1.682464 \\ +9 & 1833 & 263 & 6 & 260619 & 2.047365 & NaN & NaN & 1.652981 \\ +10 & 1833 & 264 & 6 & 260619 & 1.438873 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 2.301906 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 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& 2.578267 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 1.205781 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 1.851270 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 1.473317 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 2.595579 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 2.132801 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 2.132896 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 4.978867 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 1.561110 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 1.593311 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 1.710373 \\ +34 & 1833 & 293 & 7 & 10719 & 3.001672 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 1.950550 & 2.782300 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 2.252875 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 2.394497 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 5.333036 & NaN & NaN \\ +399 & 1833 & 298 & 7 & 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315 & 7 & 290519 & 3.123223 & NaN & NaN & NaN \\ +99 & 1833 & 316 & 7 & 290519 & 1.861310 & NaN & NaN & NaN \\ +100 & 1833 & 317 & 7 & 290519 & 5.129237 & NaN & 1.676035 & NaN \\ +565 & 1833 & 322 & 7 & 290519 & NaN & NaN & 2.400564 & NaN \\ +774 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 2.473706 \\ +775 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 1.405395 \\ +776 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 2.098030 \\ +117 & 1834 & 327 & 0 & 10319 & 2.036919 & NaN & NaN & NaN \\ +118 & 1834 & 328 & 0 & 10319 & 2.482330 & NaN & NaN & NaN \\ +378 & 1834 & 329 & 0 & 10319 & NaN & 1.384915 & NaN & NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 1.222587 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 1.644342 & 1.491079 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 2.450546 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 3.368382 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 3.097911 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 3.465361 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 2.931581 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 2.697473 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 1.758414 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 1.377155 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 1.455597 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 1.671321 & 1.406007 & 1.570808 & 1.433923 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 5.593805 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 2.482032 & 1.318078 & 1.491407 & 1.295307 \\ +166 & 1834 & 346 & 0 & 220319 & 1.742228 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 2.457626 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 10319 & NaN & 1.895381 & NaN & NaN \\ +622 & 1834 & 349 & 1 & 10319 & NaN & NaN & 1.868223 & NaN \\ +406 & 1834 & 350 & 1 & 60319 & NaN & 1.799337 & NaN & NaN \\ +198 & 1834 & 351 & 1 & 120319 & 4.773803 & NaN & NaN & NaN \\ +302 & 1834 & 352 & 1 & 120319 & NaN & 3.598678 & 3.350084 & NaN \\ +407 & 1834 & 353 & 2 & 60319 & NaN & 1.829808 & NaN & NaN \\ +303 & 1834 & 354 & 2 & 120319 & NaN & 1.681646 & NaN & NaN \\ +304 & 1834 & 355 & 2 & 120319 & NaN & 2.201436 & NaN & NaN \\ +602 & 1834 & 356 & 2 & 120319 & NaN & NaN & 1.879376 & NaN \\ +167 & 1834 & 357 & 2 & 220319 & 1.654104 & 1.340499 & 1.543014 & NaN \\ +168 & 1834 & 358 & 2 & 220319 & 2.520302 & 1.766233 & 2.309397 & NaN \\ +169 & 1834 & 359 & 2 & 220319 & 1.729777 & NaN & NaN & NaN \\ +710 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 2.567823 \\ +120 & 1834 & 361 & 3 & 10319 & 2.536365 & 2.679296 & NaN & NaN \\ +121 & 1834 & 362 & 3 & 10319 & 1.746374 & NaN & NaN & NaN \\ +122 & 1834 & 363 & 3 & 10319 & 2.172113 & NaN & NaN & NaN \\ +381 & 1834 & 364 & 3 & 10319 & NaN & 1.252011 & NaN & NaN \\ +623 & 1834 & 365 & 3 & 10319 & NaN & NaN & 3.482872 & NaN \\ +624 & 1834 & 366 & 3 & 10319 & NaN & NaN & 1.721777 & NaN \\ +724 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 1.627335 \\ +725 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 2.207386 \\ +190 & 1834 & 369 & 3 & 60319 & 1.290878 & NaN & NaN & NaN \\ +191 & 1834 & 370 & 3 & 60319 & 4.636539 & NaN & NaN & NaN \\ +192 & 1834 & 371 & 3 & 60319 & 1.523412 & 1.331769 & 1.563908 & 1.477241 \\ +408 & 1834 & 372 & 3 & 60319 & NaN & 2.010715 & NaN & NaN \\ +747 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 4.725797 \\ +430 & 1834 & 374 & 3 & 110319 & NaN & 1.401607 & NaN & NaN \\ +199 & 1834 & 376 & 3 & 120319 & 1.666867 & 1.366351 & 1.686490 & NaN \\ +305 & 1834 & 377 & 3 & 120319 & NaN & 2.425175 & NaN & NaN \\ +672 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 1.352778 \\ +56 & 1834 & 379 & 3 & 150319 & 1.604380 & NaN & NaN & NaN \\ +327 & 1834 & 380 & 3 & 150319 & NaN & 1.241560 & NaN & NaN \\ +328 & 1834 & 381 & 3 & 150319 & NaN & 1.707595 & 1.746341 & 2.078771 \\ +528 & 1834 & 382 & 3 & 150319 & NaN & NaN & 1.657219 & NaN \\ +698 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 1.639367 \\ +170 & 1834 & 384 & 3 & 220319 & 1.747555 & 1.408863 & 1.594963 & 1.602674 \\ +123 & 1834 & 385 & 4 & 10319 & 1.642727 & NaN & NaN & NaN \\ +124 & 1834 & 386 & 4 & 10319 & 1.421895 & NaN & NaN & NaN \\ +382 & 1834 & 387 & 4 & 10319 & NaN & 1.057785 & NaN & NaN \\ +383 & 1834 & 388 & 4 & 10319 & NaN & 1.574940 & NaN & NaN \\ +384 & 1834 & 389 & 4 & 10319 & NaN & 1.346725 & NaN & NaN \\ +385 & 1834 & 390 & 4 & 10319 & NaN & 1.248789 & NaN & NaN \\ +625 & 1834 & 391 & 4 & 10319 & NaN & NaN & 1.378360 & NaN \\ +626 & 1834 & 392 & 4 & 10319 & NaN & NaN & 2.057875 & NaN \\ +627 & 1834 & 393 & 4 & 10319 & NaN & NaN & 1.097471 & NaN \\ +603 & 1834 & 399 & 4 & 120319 & NaN & NaN & 2.508166 & NaN \\ +604 & 1834 & 400 & 4 & 120319 & NaN & NaN & 2.659085 & NaN \\ +171 & 1834 & 402 & 4 & 220319 & 1.831078 & 2.208757 & NaN & NaN \\ +606 & 1834 & 404 & 4 & 220319 & NaN & NaN & 1.580432 & 1.860420 \\ +711 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 1.556298 \\ +712 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 1.790399 \\ +713 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 1.297678 \\ +125 & 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1.335896 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 1.327726 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 1.890748 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 1.823323 & NaN & 2.025034 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 2.291451 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 1.862136 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 1.886615 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 1.322057 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 1.383121 \\ +158 & 1849 & 820 & 4 & 60319 & 1.505892 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 1.800440 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 1.325814 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 1.417795 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 1.596017 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 4.402619 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 1.181424 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 2.920971 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 2.002617 \\ +44 & 1849 & 837 & 4 & 220319 & 3.929774 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 3.219991 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 5.451349 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 1.125054 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 1.840264 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 1.578741 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 1.612381 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 1.301468 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 1.538771 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 2.084093 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 1.465768 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 1.368540 & 1.692335 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 1.202612 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 1.324278 \\ +234 & 1849 & 857 & 5 & 110319 & 1.997300 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 2.600823 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 2.397591 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 1.354482 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 1.323593 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 2.134382 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 4.982396 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 1.483858 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 1.686438 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 1.270853 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 1.513687 & 4.427898 & 1.415952 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 1.253420 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 1.190264 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 3.211420 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 1.956991 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 1.279652 \\ +47 & 1849 & 874 & 5 & 220319 & 5.447484 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 1.607628 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 6.042134 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 1.683724 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 1.286298 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 1.282891 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 2.826347 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 1.458868 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 3.987148 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 1.291524 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 1.167849 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 1.196760 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 1.324902 \\ +274 & 1849 & 887 & 5 & 280219 & 1.339410 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 3.340839 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 1.412771 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 1.584721 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 1.547715 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 2.356985 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 2.239110 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 2.657912 \\ +275 & 1849 & 903 & 6 & 280219 & 2.330471 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 4.147098 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 1.378396 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 1.433551 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 1.395277 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 1.375474 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 1.508202 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 1.735738 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 3.543282 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 1.568861 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 1.499005 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 1.420859 \\ +148 & 1849 & 918 & 7 & 10319 & 1.573003 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 1.621715 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 1.807677 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 2.292459 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 1.393435 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 1.350212 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 2.514259 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 1.513969 \\ +221 & 1849 & 930 & 7 & 150319 & 1.735435 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 1.391860 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 1.667813 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 1.284416 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 1.031665 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 3.067399 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 1.259448 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 1.539026 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 1.380652 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 1.782639 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 1.835302 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_max_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_max_field_mean_rate.csv new file mode 100644 index 000000000..40e9b7fb7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_max_field_mean_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,21.545645396135807,,12.575748891011575,12.104825485804955 +0,1833,1,0,260619,6.708812933924757,,,8.302759280611332 +15,1833,2,0,10719,,,, +16,1833,3,0,10719,11.993524474985056,,, +17,1833,4,0,10719,4.6254287153635705,3.893127248513558,, +501,1833,6,0,10719,,,, 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+231,1849,756,2,110319,11.745797865771062,,, +232,1849,757,2,110319,,5.36048689836308,, +212,1849,758,2,150319,,,, +352,1849,760,2,150319,,,0.647985838856652, +743,1849,761,2,150319,,,, +319,1849,763,2,220319,,,, +267,1849,764,2,280219,,,, +268,1849,766,2,280219,,,, +269,1849,767,2,280219,,,, +270,1849,768,2,280219,,,, +364,1849,769,2,280219,,,, +365,1849,770,2,280219,,,, +544,1849,771,2,280219,,,0.6870927513873499, +680,1849,773,2,280219,,,, +141,1849,774,3,10319,,,, +142,1849,775,3,10319,26.22288933326041,,, +143,1849,776,3,10319,,,, +154,1849,780,3,60319,,,, +155,1849,781,3,60319,11.025592056141136,,, +156,1849,782,3,60319,11.903907760697846,,, +157,1849,783,3,60319,,,, +421,1849,784,3,60319,,,, +422,1849,785,3,60319,,,17.55983865079536, +233,1849,786,3,110319,,,, +289,1849,787,3,110319,,44.709846229992024,, +213,1849,788,3,150319,,,, +214,1849,789,3,150319,11.132257625517008,,, +353,1849,790,3,150319,,,, +354,1849,791,3,150319,,,, +572,1849,792,3,150319,,,, +744,1849,793,3,150319,,,, +40,1849,794,3,220319,,,, +41,1849,795,3,220319,10.079203625661805,,, +42,1849,796,3,220319,,,, +43,1849,797,3,220319,,,, +320,1849,798,3,220319,,,, +321,1849,799,3,220319,,,, +615,1849,800,3,220319,,,, +616,1849,801,3,220319,,,, +617,1849,802,3,220319,,,, +794,1849,803,3,220319,,,, +795,1849,804,3,220319,,,, +796,1849,805,3,220319,,,, +271,1849,806,3,280219,8.68343763085348,,, +272,1849,807,3,280219,,,, +273,1849,808,3,280219,23.393155734795823,,, +366,1849,810,3,280219,,,, +367,1849,811,3,280219,,22.03739558562305,, +368,1849,812,3,280219,,,, +369,1849,813,3,280219,,,, +545,1849,814,3,280219,,,, +546,1849,815,3,280219,,,, +681,1849,816,3,280219,,,,9.50142068517176 +682,1849,817,3,280219,,,, +683,1849,818,3,280219,,,,16.299090312863047 +158,1849,820,4,60319,,,, +423,1849,822,4,60319,,,, +733,1849,824,4,60319,,,, +290,1849,825,4,110319,,,, +215,1849,828,4,150319,,,, +216,1849,829,4,150319,,,, +355,1849,832,4,150319,,,, +573,1849,833,4,150319,,,, +745,1849,835,4,150319,,,,3.2369721761064425 +44,1849,837,4,220319,,,, +45,1849,838,4,220319,1.6464099339394562,,, +46,1849,839,4,220319,8.105239148636763,,, +322,1849,840,4,220319,,,, +370,1849,843,4,280219,,,, +547,1849,845,4,280219,,,9.083719582721578, +144,1849,848,5,10319,,,, +145,1849,849,5,10319,,,, +159,1849,851,5,60319,,,, +160,1849,852,5,60319,,,, +161,1849,853,5,60319,,,, +424,1849,854,5,60319,,,40.492588661533034, +425,1849,855,5,60319,,,, +734,1849,856,5,60319,,,, +234,1849,857,5,110319,,,, +235,1849,858,5,110319,,,, +236,1849,859,5,110319,,,, +291,1849,860,5,110319,,,, +292,1849,861,5,110319,,,, +217,1849,863,5,150319,,,, +218,1849,864,5,150319,,,, +219,1849,865,5,150319,,,, +220,1849,866,5,150319,,,, +356,1849,867,5,150319,,13.36727281444962,, +357,1849,868,5,150319,,19.89319166468313,, +358,1849,869,5,150319,,,, +359,1849,870,5,150319,,11.984335874024413,, +574,1849,871,5,150319,,,9.949862164982207, +575,1849,872,5,150319,,,, +746,1849,873,5,150319,,,, +47,1849,874,5,220319,,,, +48,1849,875,5,220319,,,, +49,1849,876,5,220319,,,, +323,1849,877,5,220319,,,, +324,1849,878,5,220319,,,, +325,1849,879,5,220319,,24.846169881855804,, +618,1849,880,5,220319,,,, +619,1849,881,5,220319,,,37.27766710791149, +620,1849,882,5,220319,,,, +797,1849,883,5,220319,,,, +798,1849,884,5,220319,,,, +799,1849,885,5,220319,,,,34.4728115524738 +800,1849,886,5,220319,,,, +274,1849,887,5,280219,,,, +371,1849,888,5,280219,,,, +548,1849,889,5,280219,,,, +146,1849,892,6,10319,,,, +147,1849,894,6,10319,,,, +162,1849,900,6,60319,6.903030823955757,,, +735,1849,901,6,60319,,,,13.412366825467544 +736,1849,902,6,60319,,,, +275,1849,903,6,280219,,,, +276,1849,904,6,280219,1.9576426252436636,,, +277,1849,905,6,280219,,,, +278,1849,906,6,280219,,,, +372,1849,909,6,280219,,,, +373,1849,910,6,280219,,,, +549,1849,912,6,280219,,,0.9181167661502716, +550,1849,913,6,280219,,,, +551,1849,914,6,280219,,,5.576649916845888, +552,1849,915,6,280219,,,34.46915552496497, +684,1849,916,6,280219,,,, +685,1849,917,6,280219,,,, +148,1849,918,7,10319,28.980507385327982,,, +163,1849,922,7,60319,,,, +164,1849,923,7,60319,,,, +426,1849,924,7,60319,,11.514410889788499,, +427,1849,925,7,60319,,27.22083252408777,, +428,1849,926,7,60319,,,, +526,1849,928,7,60319,,,7.784689852763845, +737,1849,929,7,60319,,,,30.82889836080894 +221,1849,930,7,150319,,,, +279,1849,931,7,280219,19.13008741346769,,, +280,1849,932,7,280219,,,, +281,1849,933,7,280219,,,, +374,1849,934,7,280219,,,, +375,1849,935,7,280219,,4.102352898296061,, +376,1849,936,7,280219,,20.76874374117867,, +377,1849,937,7,280219,,,, +553,1849,938,7,280219,,,, +554,1849,939,7,280219,,,, +687,1849,940,7,280219,,,,10.484439992999016 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_max_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_max_field_mean_rate.tex new file mode 100644 index 000000000..261bc32a9 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_max_field_mean_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 21.545645 & NaN & 12.575749 & 12.104825 \\ +0 & 1833 & 1 & 0 & 260619 & 6.708813 & NaN & NaN & 8.302759 \\ +15 & 1833 & 2 & 0 & 10719 & NaN & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 11.993524 & NaN & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 4.625429 & 3.893127 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & NaN & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 8.372608 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & NaN & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 1.166318 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 11.415942 & 15.094998 & NaN & NaN \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 27.900613 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & NaN & 9.062152 & NaN \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 19.215063 & 20.941852 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.371181 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.652763 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.230066 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 25.199187 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & NaN \\ +131 & 1833 & 21 & 0 & 120619 & 3.007968 & 2.542484 & NaN & NaN \\ +251 & 1833 & 23 & 0 & 200619 & NaN & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 12.242995 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 10.561766 & NaN \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & NaN \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.727417 \\ +1 & 1833 & 30 & 0 & 260619 & 11.901614 & NaN & NaN & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 11.171807 & 8.036758 & 5.193004 & 9.314799 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 15.458775 & 13.609099 & 13.245230 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 9.741468 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 8.578337 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 9.068518 & 4.521940 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 29.604805 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 9.770547 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 13.413197 & NaN & 21.751796 & NaN \\ +505 & 1833 & 53 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 7.806590 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & NaN & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 9.295855 & NaN & 11.011097 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 24.462918 & 12.110557 & 16.331591 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 2.774396 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 20.757207 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & NaN \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & NaN \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 21.849066 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & NaN \\ +132 & 1833 & 72 & 1 & 120619 & NaN & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 20.033411 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 18.168759 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & NaN & NaN \\ +3 & 1833 & 78 & 1 & 260619 & 26.184842 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 10.684553 & NaN & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 36.507023 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 36.914769 & 32.992602 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 11.001718 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 7.822735 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & NaN \\ +81 & 1833 & 87 & 1 & 290519 & 12.879684 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 2.868997 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +23 & 1833 & 96 & 2 & 10719 & 40.491888 & 14.277863 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.796247 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 31.820520 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 33.427512 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +783 & 1833 & 106 & 2 & 60619 & NaN & NaN & NaN & 7.932189 \\ +133 & 1833 & 109 & 2 & 120619 & 30.347389 & NaN & 47.837762 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & NaN & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 13.055768 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & NaN & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & NaN & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 6.439957 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 23.395518 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 7.349100 & 3.376300 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.393332 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.223338 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & NaN & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 23.051294 & 22.735239 & NaN & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 3.654148 & NaN & 1.927602 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 15.557570 & NaN & 6.850633 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 12.549113 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 6.371824 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 3.637488 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 6.582346 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 17.291004 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & NaN \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 3.163132 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 14.588422 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 7.547935 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 18.332537 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 18.674617 & 16.054174 \\ +5 & 1833 & 150 & 3 & 260619 & 17.945115 & NaN & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & NaN & NaN \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 16.320463 \\ +82 & 1833 & 156 & 3 & 290519 & 1.173308 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & NaN & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & NaN & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & NaN & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 8.103019 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 1.847291 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 10.813191 & NaN & 8.759271 & NaN \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 7.483124 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & NaN & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.666248 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.243179 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & NaN & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 17.382814 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 27.981250 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & NaN \\ +83 & 1833 & 178 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +27 & 1833 & 185 & 5 & 10719 & NaN & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 8.694232 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 12.030703 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 4.841180 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 28.053982 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 28.661853 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 10.115700 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 1.177804 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 29.156819 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 8.666722 & 11.647702 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & NaN \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 2.508605 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 7.173578 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 29.495399 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & NaN & 16.829377 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & NaN & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 9.040413 \\ +85 & 1833 & 212 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.663727 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 6.082395 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +30 & 1833 & 219 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 16.939676 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 27.765241 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & NaN & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 17.637991 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & NaN & NaN \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 19.075577 \\ +52 & 1833 & 230 & 6 & 50619 & NaN & NaN & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 13.462365 & 14.682091 & NaN & NaN \\ +578 & 1833 & 232 & 6 & 120619 & NaN & NaN & 19.375354 & 17.257365 \\ +55 & 1833 & 233 & 6 & 50619 & 3.752132 & NaN & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 8.750234 & 8.902305 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & NaN & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & NaN & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 8.331415 & NaN \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & NaN \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & NaN \\ +8 & 1833 & 243 & 6 & 260619 & 13.914992 & 7.890250 & 10.855991 & NaN \\ +461 & 1833 & 244 & 6 & 200619 & NaN & 13.959110 & 12.654350 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.987354 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 5.244678 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & NaN \\ +765 & 1833 & 248 & 6 & 120619 & NaN & 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NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 11.141989 & NaN & 10.192420 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & NaN & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & NaN \\ +67 & 1839 & 609 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 16.538831 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 6.733987 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 9.014880 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 0.884440 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & 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1839 & 650 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 17.435994 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 13.897213 & NaN & NaN & NaN \\ +486 & 1839 & 656 & 7 & 120619 & NaN & NaN & NaN & NaN \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 9.103028 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 18.386626 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & NaN & 11.362084 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 4.599742 \\ +104 & 1839 & 661 & 7 & 200619 & 19.263729 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 1.222824 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 1.656535 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & NaN & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & NaN & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & NaN & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 15.390742 & NaN & 22.290560 & NaN \\ +207 & 1849 & 678 & 0 & 150319 & NaN & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & NaN & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & NaN & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 4.007734 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 10.984360 \\ +37 & 1849 & 683 & 0 & 220319 & NaN & NaN & NaN & NaN \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 22.886032 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & NaN & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & NaN & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 17.219503 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & NaN & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 25.793236 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & NaN \\ +137 & 1849 & 691 & 1 & 10319 & NaN & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.741738 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +223 & 1849 & 709 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 2.991440 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 6.770747 & NaN & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & NaN & 4.483722 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & NaN & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & NaN & 15.462533 & NaN & NaN \\ +209 & 1849 & 721 & 1 & 150319 & NaN & NaN & 3.586449 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 14.827427 & NaN & NaN & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & NaN & NaN & NaN \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 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1.782907 \\ +138 & 1849 & 745 & 2 & 10319 & NaN & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.433170 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 21.043683 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & NaN & NaN & 26.403461 & NaN \\ +420 & 1849 & 752 & 2 & 60319 & NaN & NaN & NaN & 19.705281 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & NaN & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & NaN \\ +231 & 1849 & 756 & 2 & 110319 & 11.745798 & NaN & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & NaN & 5.360487 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & NaN & NaN & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & NaN & 0.647986 & NaN \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & NaN \\ +319 & 1849 & 763 & 2 & 220319 & NaN & NaN & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 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& 789 & 3 & 150319 & 11.132258 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +40 & 1849 & 794 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 10.079204 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +271 & 1849 & 806 & 3 & 280219 & 8.683438 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 23.393156 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 22.037396 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 9.501421 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 16.299090 \\ +158 & 1849 & 820 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +290 & 1849 & 825 & 4 & 110319 & NaN & NaN & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 3.236972 \\ +44 & 1849 & 837 & 4 & 220319 & NaN & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 1.646410 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 8.105239 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & NaN & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & NaN & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 9.083720 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & NaN & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & NaN & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & NaN & 40.492589 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +234 & 1849 & 857 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 13.367273 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 19.893192 & NaN & NaN \\ +358 & 1849 & 869 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 11.984336 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 9.949862 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +47 & 1849 & 874 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 24.846170 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 37.277667 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 34.472812 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +274 & 1849 & 887 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +146 & 1849 & 892 & 6 & 10319 & NaN & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & NaN & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 6.903031 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 13.412367 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & NaN \\ +275 & 1849 & 903 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 1.957643 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.918117 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.576650 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 34.469156 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +148 & 1849 & 918 & 7 & 10319 & 28.980507 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 11.514411 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 27.220833 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 7.784690 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 30.828898 \\ +221 & 1849 & 930 & 7 & 150319 & NaN & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 19.130087 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 4.102353 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 20.768744 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 10.484440 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_max_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_max_rate.csv new file mode 100644 index 000000000..9b1b20cdc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_max_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,44.49518350120676,,28.88112859758078,30.74355263927847 +0,1833,1,0,260619,15.911813736578507,,11.279850229615462,13.765945483973432 +15,1833,2,0,10719,4.4423367196870425,,, +16,1833,3,0,10719,32.098292292420396,16.479180000224027,, +17,1833,4,0,10719,13.337398416896765,14.022295976449705,, +501,1833,6,0,10719,,31.512688141797685,, +502,1833,7,0,10719,,30.83402959770893,, +238,1833,8,0,20719,37.20219555813793,,, +239,1833,9,0,20719,5.76542376571896,,, 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+426,1849,924,7,60319,,24.68406551794652,, +427,1849,925,7,60319,,49.92234429817313,, +428,1849,926,7,60319,,8.783803370589531,, +526,1849,928,7,60319,,,32.351163855267956, +737,1849,929,7,60319,,,,75.31340661989009 +221,1849,930,7,150319,13.374174778480047,,, +279,1849,931,7,280219,37.13232144383572,,, +280,1849,932,7,280219,20.059525727783804,,, +281,1849,933,7,280219,24.107414099299866,,, +374,1849,934,7,280219,,1.7982236152440336,, +375,1849,935,7,280219,,15.471898106718939,, +376,1849,936,7,280219,,29.95070857643003,, +377,1849,937,7,280219,,26.78739556695071,, +553,1849,938,7,280219,,,31.433525640729126, +554,1849,939,7,280219,,,40.221919909925, +687,1849,940,7,280219,,,,26.254941860674954 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_max_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_max_rate.tex new file mode 100644 index 000000000..3b4d4f464 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_max_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 44.495184 & NaN & 28.881129 & 30.743553 \\ +0 & 1833 & 1 & 0 & 260619 & 15.911814 & NaN & 11.279850 & 13.765945 \\ +15 & 1833 & 2 & 0 & 10719 & 4.442337 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 32.098292 & 16.479180 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 13.337398 & 14.022296 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 31.512688 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 30.834030 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 37.202196 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 5.765424 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 34.776067 & 34.705566 & 35.490410 & 43.616384 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 39.187063 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 19.734048 & 31.146499 & 30.056950 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 32.790636 & 35.621524 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 3.072849 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 5.523424 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 3.205265 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 81.124278 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 11.247018 \\ +131 & 1833 & 21 & 0 & 120619 & 13.352430 & 17.234494 & 21.016611 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 35.064991 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 32.906690 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 29.847893 & 26.629070 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 9.894015 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 2.243211 \\ +1 & 1833 & 30 & 0 & 260619 & 36.280349 & NaN & 30.189610 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 38.207591 & 20.460285 & 33.601106 & 24.105534 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 33.535880 & 41.111366 & 31.638541 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 22.357947 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 27.327630 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 21.397287 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 32.131157 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 33.303565 & 23.194089 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 16.441333 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 55.517657 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 36.218259 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 28.478082 & NaN & 50.036181 & 53.564883 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 3.599256 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 10.553279 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 26.290634 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 34.058773 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 38.928056 & NaN & 43.871514 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 55.676544 & 30.845979 & 56.786281 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 34.159706 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 59.204219 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 46.283397 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 34.979899 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 55.044117 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 31.232383 \\ +132 & 1833 & 72 & 1 & 120619 & 39.701457 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 43.489316 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 40.401097 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 41.455555 & 48.855330 \\ +3 & 1833 & 78 & 1 & 260619 & 69.507084 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 26.200850 & 27.364112 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 65.262116 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 76.872621 & 78.223868 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 26.948843 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 11.740795 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 20.603136 \\ +81 & 1833 & 87 & 1 & 290519 & 64.538026 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 15.914660 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 34.626224 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 28.225956 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 37.527075 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 36.447168 \\ +23 & 1833 & 96 & 2 & 10719 & 76.146162 & 50.231301 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 2.637803 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 50.468814 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 1.441033 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 9.385753 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 76.443455 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 4.060934 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 68.563564 \\ +50 & 1833 & 106 & 2 & 50619 & 33.978702 & 31.166576 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 44.787977 & NaN & 107.963033 & NaN \\ 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NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 51.203536 & 52.698869 & 63.759172 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 11.196983 & NaN & 23.546527 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 34.689672 & NaN & 30.088577 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 26.334602 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 20.400567 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 29.607429 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 27.603468 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 53.990254 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 29.011206 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 14.173699 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 30.613576 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 16.727310 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 55.646339 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 37.234918 & 39.933252 \\ +5 & 1833 & 150 & 3 & 260619 & 47.343013 & 60.919545 & NaN & NaN \\ 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200619 & NaN & NaN & 51.724387 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 25.635929 \\ +83 & 1833 & 178 & 4 & 290519 & 21.329919 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 27.867676 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 29.468062 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 34.595619 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 26.460855 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 30.111782 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 28.334922 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 97.759357 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 46.813368 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 25.526089 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 4.753832 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 40.250241 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 41.647033 & 45.241348 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 37.018510 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 18.908806 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 23.651879 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 18.825772 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 69.760091 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 45.479112 & 34.348892 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 5.434242 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 24.759165 \\ +85 & 1833 & 212 & 5 & 290519 & 22.601905 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 12.857363 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 14.378440 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 47.977991 & 25.767206 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 29.880708 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 42.441628 \\ +30 & 1833 & 219 & 6 & 10719 & 58.625114 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 30.419690 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 45.920693 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 14.660763 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 60.783143 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 45.420647 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 54.325148 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 26.261052 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 52.695562 & 43.742722 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 38.039493 \\ +52 & 1833 & 230 & 6 & 50619 & 12.484252 & 15.284691 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 25.147168 & 40.631980 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 74.489185 & 44.749074 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 43.179131 & 26.358257 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 36.857656 & 35.888041 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 25.721482 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 28.582603 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 31.260322 & 25.316690 \\ 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& 1833 & 256 & 6 & 200619 & NaN & 14.044519 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 2.846281 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 15.500558 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 50.564133 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 41.851055 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 26.801152 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 38.870300 \\ +9 & 1833 & 263 & 6 & 260619 & 39.741277 & NaN & NaN & 28.093973 \\ +10 & 1833 & 264 & 6 & 260619 & 49.186450 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 32.136188 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 78.082138 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 20.934771 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 23.631610 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 5.822543 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 35.485060 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 17.043636 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 33.325059 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 15.432791 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 28.402349 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 35.304513 \\ +88 & 1833 & 276 & 6 & 290519 & 19.847359 & NaN & NaN & NaN \\ +89 & 1833 & 277 & 6 & 290519 & 26.637612 & NaN & NaN & NaN \\ +90 & 1833 & 278 & 6 & 290519 & 32.293102 & NaN & NaN & NaN \\ +91 & 1833 & 279 & 6 & 290519 & 44.324873 & NaN & NaN & NaN \\ +92 & 1833 & 280 & 6 & 290519 & 10.243282 & NaN & NaN & NaN \\ +93 & 1833 & 281 & 6 & 290519 & 34.694750 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & 7.498958 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 36.514261 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 34.538653 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 87.645717 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 32.012280 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 28.746118 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 14.693627 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 18.964712 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 148.744774 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 49.417964 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 31.094246 \\ +34 & 1833 & 293 & 7 & 10719 & 5.845949 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 59.823223 & 48.453161 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 27.338051 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 18.632838 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 13.277641 & NaN & NaN \\ +399 & 1833 & 298 & 7 & 50619 & NaN & 27.431807 & NaN & NaN \\ +792 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 35.265580 \\ +405 & 1833 & 301 & 7 & 120619 & NaN & 42.283153 & NaN & NaN \\ +583 & 1833 & 302 & 7 & 120619 & NaN & NaN & 11.673926 & NaN \\ +767 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 35.558589 \\ +260 & 1833 & 304 & 7 & 200619 & 25.771230 & 28.363741 & 35.844791 & 35.982742 \\ +466 & 1833 & 305 & 7 & 200619 & NaN & 38.447167 & NaN & NaN \\ +467 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +659 & 1833 & 307 & 7 & 200619 & NaN & NaN & 7.966855 & NaN \\ +12 & 1833 & 308 & 7 & 260619 & 32.813139 & NaN & NaN & NaN \\ +650 & 1833 & 309 & 7 & 260619 & NaN & NaN & 8.801919 & NaN \\ +651 & 1833 & 310 & 7 & 260619 & NaN & NaN & 1.598467 & NaN \\ +763 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 24.647723 \\ +95 & 1833 & 312 & 7 & 290519 & 20.512855 & NaN & NaN & NaN \\ +96 & 1833 & 313 & 7 & 290519 & 4.028186 & NaN & NaN & NaN \\ +97 & 1833 & 314 & 7 & 290519 & 6.610886 & NaN & NaN & NaN \\ +98 & 1833 & 315 & 7 & 290519 & 6.866492 & NaN & NaN & NaN \\ +99 & 1833 & 316 & 7 & 290519 & 15.185796 & NaN & NaN & NaN \\ +100 & 1833 & 317 & 7 & 290519 & 16.818161 & NaN & 30.282605 & NaN \\ +565 & 1833 & 322 & 7 & 290519 & NaN & NaN & 32.761243 & NaN \\ +774 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 57.095744 \\ +775 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 42.124885 \\ +776 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 35.152270 \\ +117 & 1834 & 327 & 0 & 10319 & 77.882493 & NaN & NaN & NaN \\ +118 & 1834 & 328 & 0 & 10319 & 23.276590 & NaN & NaN & NaN \\ +378 & 1834 & 329 & 0 & 10319 & NaN & 50.194756 & NaN & NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 32.600680 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 84.919965 & 76.392221 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 10.526245 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 6.276201 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 6.703748 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 10.290504 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 7.825831 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 29.051548 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 79.913279 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 5.480304 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 44.486343 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 71.973256 & 59.453313 & 69.589612 & 82.004761 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 98.606338 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 27.219248 & 68.762225 & 52.337386 & 60.255224 \\ +166 & 1834 & 346 & 0 & 220319 & 46.558023 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 32.355044 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 10319 & NaN & 10.444834 & NaN & NaN \\ +622 & 1834 & 349 & 1 & 10319 & NaN & NaN & 3.338094 & NaN \\ +406 & 1834 & 350 & 1 & 60319 & NaN & 9.681276 & NaN & NaN \\ +198 & 1834 & 351 & 1 & 120319 & 30.166108 & NaN & NaN & NaN \\ +302 & 1834 & 352 & 1 & 120319 & NaN & 28.649655 & 30.266708 & NaN \\ +407 & 1834 & 353 & 2 & 60319 & NaN & 23.338260 & NaN & NaN \\ +303 & 1834 & 354 & 2 & 120319 & NaN & 36.365345 & NaN & NaN \\ +304 & 1834 & 355 & 2 & 120319 & NaN & 14.857181 & NaN & NaN \\ +602 & 1834 & 356 & 2 & 120319 & NaN & NaN & 69.665611 & NaN \\ +167 & 1834 & 357 & 2 & 220319 & 43.997597 & 52.522993 & 59.412521 & NaN \\ +168 & 1834 & 358 & 2 & 220319 & 31.691572 & 39.145916 & 27.508967 & NaN \\ +169 & 1834 & 359 & 2 & 220319 & 14.274873 & NaN & NaN & NaN \\ +710 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 50.215649 \\ +120 & 1834 & 361 & 3 & 10319 & 9.070326 & 10.187142 & NaN & NaN \\ +121 & 1834 & 362 & 3 & 10319 & 20.780240 & NaN & NaN & NaN \\ +122 & 1834 & 363 & 3 & 10319 & 47.056388 & NaN & NaN & NaN \\ +381 & 1834 & 364 & 3 & 10319 & NaN & 40.298182 & NaN & NaN \\ +623 & 1834 & 365 & 3 & 10319 & NaN & NaN & 14.579364 & NaN \\ +624 & 1834 & 366 & 3 & 10319 & NaN & NaN & 58.757218 & NaN \\ +724 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 34.311529 \\ +725 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 29.481330 \\ +190 & 1834 & 369 & 3 & 60319 & 27.270351 & NaN & NaN & NaN \\ +191 & 1834 & 370 & 3 & 60319 & 25.908630 & NaN & NaN & NaN \\ +192 & 1834 & 371 & 3 & 60319 & 56.812289 & 59.470257 & 50.336153 & 57.693630 \\ +408 & 1834 & 372 & 3 & 60319 & NaN & 19.775044 & NaN & NaN \\ +747 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 20.880213 \\ +430 & 1834 & 374 & 3 & 110319 & NaN & 51.766458 & NaN & NaN \\ +199 & 1834 & 376 & 3 & 120319 & 68.566233 & 78.412522 & 92.799992 & NaN \\ +305 & 1834 & 377 & 3 & 120319 & NaN & 56.892760 & NaN & NaN \\ +672 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 88.532438 \\ +56 & 1834 & 379 & 3 & 150319 & 54.201122 & NaN & NaN & NaN \\ +327 & 1834 & 380 & 3 & 150319 & NaN & 30.256702 & NaN & NaN \\ +328 & 1834 & 381 & 3 & 150319 & NaN & 44.127427 & 48.571990 & 64.427955 \\ +528 & 1834 & 382 & 3 & 150319 & NaN & NaN & 33.100735 & NaN \\ +698 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 39.867346 \\ +170 & 1834 & 384 & 3 & 220319 & 78.611453 & 48.568938 & 48.502053 & 44.525678 \\ +123 & 1834 & 385 & 4 & 10319 & 33.685104 & NaN & NaN & NaN \\ +124 & 1834 & 386 & 4 & 10319 & 26.996851 & NaN & NaN & NaN \\ +382 & 1834 & 387 & 4 & 10319 & NaN & 9.991387 & NaN & NaN \\ +383 & 1834 & 388 & 4 & 10319 & NaN & 20.184405 & NaN & NaN \\ +384 & 1834 & 389 & 4 & 10319 & NaN & 15.579636 & NaN & NaN \\ +385 & 1834 & 390 & 4 & 10319 & NaN & 30.107782 & NaN & NaN \\ +625 & 1834 & 391 & 4 & 10319 & NaN & NaN & 17.011726 & NaN \\ +626 & 1834 & 392 & 4 & 10319 & NaN & NaN & 9.292272 & NaN \\ +627 & 1834 & 393 & 4 & 10319 & NaN & NaN & 8.745610 & NaN \\ +603 & 1834 & 399 & 4 & 120319 & NaN & NaN & 4.713012 & NaN \\ +604 & 1834 & 400 & 4 & 120319 & NaN & NaN & 25.263593 & NaN \\ +171 & 1834 & 402 & 4 & 220319 & 28.713644 & 15.966331 & NaN & NaN \\ +606 & 1834 & 404 & 4 & 220319 & NaN & NaN & 44.934193 & 28.234492 \\ +711 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 11.207333 \\ +712 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 15.812924 \\ +713 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 49.078723 \\ +125 & 1834 & 408 & 5 & 10319 & 58.263435 & NaN & NaN & NaN \\ +126 & 1834 & 409 & 5 & 10319 & 47.556620 & NaN & NaN & NaN \\ +386 & 1834 & 410 & 5 & 10319 & NaN & 38.723869 & NaN & NaN \\ +387 & 1834 & 411 & 5 & 10319 & NaN & 30.246738 & 30.756206 & NaN \\ +628 & 1834 & 412 & 5 & 10319 & NaN & NaN & 61.209861 & NaN \\ +726 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 73.129840 \\ +727 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 79.595212 \\ +193 & 1834 & 415 & 5 & 60319 & 55.278803 & NaN & NaN & NaN \\ +409 & 1834 & 416 & 5 & 60319 & NaN & 56.550611 & NaN & NaN \\ +410 & 1834 & 417 & 5 & 60319 & NaN & 57.028155 & 45.979742 & 34.100293 \\ +585 & 1834 & 418 & 5 & 60319 & NaN & NaN & 82.266111 & NaN \\ +586 & 1834 & 419 & 5 & 60319 & NaN & NaN & 93.725832 & NaN \\ +107 & 1834 & 420 & 5 & 110319 & 32.632328 & NaN & NaN & NaN \\ +749 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 51.280188 \\ +108 & 1834 & 422 & 5 & 110319 & 84.315273 & NaN & NaN & NaN \\ +109 & 1834 & 423 & 5 & 110319 & 30.272392 & 29.245372 & NaN & NaN \\ +431 & 1834 & 424 & 5 & 110319 & NaN & 44.060684 & NaN & NaN \\ +432 & 1834 & 425 & 5 & 110319 & NaN & 75.713890 & NaN & NaN \\ +200 & 1834 & 428 & 5 & 120319 & 46.666510 & 54.686575 & 30.056095 & 38.895704 \\ +605 & 1834 & 429 & 5 & 120319 & NaN & NaN & 39.892292 & NaN \\ +673 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 54.865432 \\ +674 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 31.119768 \\ +57 & 1834 & 432 & 5 & 150319 & 50.326302 & NaN & NaN & NaN \\ +58 & 1834 & 433 & 5 & 150319 & 11.447779 & NaN & NaN & NaN \\ +59 & 1834 & 434 & 5 & 150319 & 31.861549 & NaN & NaN & NaN \\ +60 & 1834 & 435 & 5 & 150319 & 23.235630 & NaN & NaN & NaN \\ +329 & 1834 & 436 & 5 & 150319 & NaN & 84.929290 & NaN & NaN \\ +529 & 1834 & 437 & 5 & 150319 & NaN & NaN & 7.501199 & 9.806127 \\ +530 & 1834 & 438 & 5 & 150319 & NaN & NaN & 41.401115 & NaN \\ +699 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 32.367509 \\ +700 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 39.606434 \\ +701 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 3.259117 \\ +702 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 41.861255 \\ +703 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 14.731474 \\ +172 & 1834 & 444 & 5 & 220319 & 4.859221 & NaN & NaN & NaN \\ +127 & 1834 & 445 & 6 & 10319 & 38.697398 & NaN & NaN & NaN \\ +128 & 1834 & 446 & 6 & 10319 & 50.919843 & 38.539687 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 38.381634 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 3.036942 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 50.211139 & 45.078134 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 36.130807 & 39.044170 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 3.016982 \\ +411 & 1834 & 452 & 6 & 60319 & NaN & 58.766334 & 82.510935 & NaN \\ +412 & 1834 & 453 & 6 & 60319 & NaN & 19.276676 & 21.999399 & NaN \\ +413 & 1834 & 454 & 6 & 60319 & NaN & 23.518535 & NaN & NaN \\ +414 & 1834 & 455 & 6 & 60319 & NaN & 18.835327 & 31.249055 & 36.011892 \\ +587 & 1834 & 456 & 6 & 60319 & NaN & NaN & 53.947959 & NaN \\ +750 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 28.138234 \\ +751 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 42.427024 \\ 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481 & 6 & 220319 & 38.517710 & NaN & NaN & NaN \\ +293 & 1834 & 482 & 6 & 220319 & NaN & 11.375006 & NaN & NaN \\ +294 & 1834 & 483 & 6 & 220319 & NaN & 43.094085 & NaN & NaN \\ +295 & 1834 & 484 & 6 & 220319 & NaN & 13.945568 & NaN & NaN \\ +296 & 1834 & 485 & 6 & 220319 & NaN & 17.382632 & NaN & NaN \\ +297 & 1834 & 486 & 6 & 220319 & NaN & 18.504661 & NaN & NaN \\ +607 & 1834 & 487 & 6 & 220319 & NaN & NaN & 19.162705 & 18.509321 \\ +608 & 1834 & 488 & 6 & 220319 & NaN & NaN & 15.259402 & 14.651134 \\ +609 & 1834 & 489 & 6 & 220319 & NaN & NaN & 50.631113 & 37.134261 \\ +129 & 1834 & 490 & 7 & 10319 & 38.220953 & NaN & NaN & NaN \\ +130 & 1834 & 491 & 7 & 10319 & 39.042382 & NaN & NaN & NaN \\ +390 & 1834 & 492 & 7 & 10319 & NaN & 23.997971 & NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & 27.200951 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & 20.053198 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & 24.034235 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & 35.273241 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & 35.336165 & 63.949704 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & 34.250695 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & 35.271216 & 31.437230 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 13.532475 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 31.093080 \\ +195 & 1834 & 502 & 7 & 60319 & 51.453227 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & 44.346200 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & 39.153207 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & 32.521258 & 20.442197 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 31.546319 & 44.181171 & 41.356255 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 15.838354 & 26.465505 & 35.553671 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 21.062639 & 26.496541 & 21.870078 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 23.578264 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 45.799405 \\ +112 & 1834 & 511 & 7 & 110319 & 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& NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & 6.488828 & NaN & 3.219269 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & 17.148634 & NaN & 10.082025 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & 33.681376 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & 7.737940 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & 40.807031 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & 33.901109 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 9.896777 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 51.823442 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 10.916579 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 5.218711 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 58.764012 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 71.741780 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 55.254070 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 7.703305 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 7.224405 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 16.162289 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 33.513978 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 47.676135 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 23.200939 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 47.271768 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 47.490491 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 10.087304 \\ +178 & 1834 & 555 & 7 & 220319 & 77.771230 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 17.946314 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 18.670360 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 10.701962 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 64.450789 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 47.560739 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 55.310553 & 30.199354 & 31.743939 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 15.881681 & 19.493433 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 35.331256 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 33.592439 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 17.942780 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 57.908165 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 2.544411 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 6.487387 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & 6.369988 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & 15.690949 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & 20.103749 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & 14.166695 & 17.341356 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & 4.001870 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 71.644982 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 30.892077 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 5.395394 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 2.239500 \\ +101 & 1839 & 584 & 3 & 200619 & 13.280776 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 5.789878 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 25.655736 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 30.906714 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 13.268262 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 15.051734 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 59.718012 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 31.412805 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 13.693564 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 54.127900 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 27.490761 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 19.500563 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 36.873702 \\ +102 & 1839 & 597 & 4 & 200619 & 26.980346 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 11.588988 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 10.692403 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 4.957578 & NaN & NaN \\ 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& 5.072796 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 14.254824 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 30.147091 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 23.665877 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 14.951012 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 10.987255 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 10.959502 & 17.901977 & 20.625843 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 12.630354 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 5.306406 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 1.159877 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 24.441647 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 2.143427 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 25.274146 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 24.467331 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 2.608243 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 18.877365 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 6.574918 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 53.739219 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 9.070715 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 10.064146 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 3.110345 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 37.922652 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 44.463865 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 43.445835 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 44.560730 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 34.390958 & 52.657543 & NaN & 57.886321 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 55.576448 & 28.878949 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 33.108078 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 42.291774 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 40.607135 & 32.937898 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 44.731989 \\ +104 & 1839 & 661 & 7 & 200619 & 43.071149 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 24.305088 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 137.506706 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 15.307039 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 5.947286 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 41.105942 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 29.648894 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 37.297471 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 30.814172 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 27.103680 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 19.786332 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 17.572436 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 22.005851 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 36.536894 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 44.561280 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 44.314221 & 46.406721 & 59.014241 & 30.650553 \\ +207 & 1849 & 678 & 0 & 150319 & 44.171381 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 34.490402 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 35.255221 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 20.461153 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 40.599045 \\ +37 & 1849 & 683 & 0 & 220319 & 78.758046 & NaN & 60.778723 & 77.412082 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 47.547460 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 31.350466 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 36.007307 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 31.140987 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 21.005128 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 39.887828 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 39.850143 \\ +137 & 1849 & 691 & 1 & 10319 & 31.174570 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 4.959837 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 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NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 3.315138 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 18.470400 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 32.136392 & 37.316246 & 38.114132 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 10.199261 & 15.711567 & 10.286627 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 34.722483 & 41.506766 & 38.467560 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 54.164117 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 39.446798 & NaN & 39.738098 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 46.911608 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 28.398140 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 30.318787 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 19.455862 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 33.989600 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 28.125909 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 25.144185 & NaN \\ 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& 60319 & NaN & 56.184266 & NaN & 40.970837 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 13.320364 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 29.906436 \\ +231 & 1849 & 756 & 2 & 110319 & 21.313166 & 45.966221 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 17.649322 & 17.720038 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 29.331854 & 49.862797 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 15.685447 & 8.640170 & 22.772932 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 19.035234 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 4.101910 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 17.210405 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 2.476084 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 31.118220 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 9.266761 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 65.590927 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & 51.617057 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 9.389073 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 120.875491 \\ +141 & 1849 & 774 & 3 & 10319 & 3.059892 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 41.709581 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & 64.748450 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & 23.463918 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & 29.314128 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & 58.600558 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 47.088299 & 72.027411 & 54.172111 & 83.137408 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 8.068738 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 42.135042 & 34.255246 & 47.945498 \\ +233 & 1849 & 786 & 3 & 110319 & 49.612739 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 67.551532 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 38.790269 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 21.115332 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 43.552371 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 20.826296 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 39.028076 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 39.554391 \\ +40 & 1849 & 794 & 3 & 220319 & 17.963084 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 38.423126 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 45.726079 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 7.228104 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 35.905029 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 27.545023 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 13.702729 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 45.925884 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 56.298453 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 86.610087 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 66.962886 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 4.665039 \\ +271 & 1849 & 806 & 3 & 280219 & 17.570664 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 25.974388 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 56.899882 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 34.434358 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 48.123595 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 23.680618 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 25.818615 & NaN & 25.181102 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 36.396904 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 35.475493 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 31.059218 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 41.373051 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 38.996007 \\ +158 & 1849 & 820 & 4 & 60319 & 49.390590 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 46.454825 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 57.378464 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 46.029822 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 24.109284 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 23.235686 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 27.427771 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 4.288325 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 20.487249 \\ +44 & 1849 & 837 & 4 & 220319 & 6.371331 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 8.232353 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 23.530080 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 27.170230 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 9.840612 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 22.963776 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 2.298137 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 1.818393 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 56.109718 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 47.395148 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 35.036293 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 49.729067 & 65.288363 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 12.927760 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 70.762649 \\ +234 & 1849 & 857 & 5 & 110319 & 40.597441 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 47.828530 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 39.829646 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 43.262941 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 49.959016 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 29.763792 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 7.527837 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 25.589881 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 45.157019 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 28.833323 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 52.159844 & 38.891423 & 49.404587 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 42.429294 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 19.048338 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 44.613781 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 64.041883 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 47.317742 \\ +47 & 1849 & 874 & 5 & 220319 & 21.889193 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 32.787939 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 29.167211 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 27.915184 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 52.151403 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 36.082268 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 45.550063 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 50.933896 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 47.877249 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 35.128042 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 45.277116 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 68.675766 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 59.482285 \\ +274 & 1849 & 887 & 5 & 280219 & 32.019196 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 58.748048 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 48.527799 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 37.415054 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 46.285783 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 10.768059 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 27.329737 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 12.499844 \\ +275 & 1849 & 903 & 6 & 280219 & 37.249665 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 8.799531 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 42.079594 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 44.548155 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 66.955742 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 44.720664 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 3.310861 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 28.336752 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 17.255547 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 74.095358 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 41.452998 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 77.853710 \\ +148 & 1849 & 918 & 7 & 10319 & 45.992635 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 53.271995 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 33.323983 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 24.684066 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 49.922344 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 8.783803 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 32.351164 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 75.313407 \\ +221 & 1849 & 930 & 7 & 150319 & 13.374175 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 37.132321 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 20.059526 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 24.107414 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 1.798224 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 15.471898 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 29.950709 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 26.787396 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 31.433526 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 40.221920 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 26.254942 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_average_rate.csv new file mode 100644 index 000000000..b54302d63 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_average_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,14.64930995399693,,9.238641288042931,8.953631787726255 +0,1833,1,0,260619,3.715123837461249,,1.8850314171902864,6.2603520395272385 +6,1833,2,0,10719,0.4983416390273171,,, +7,1833,3,0,10719,4.496741612360206,4.6170514209517455,, +8,1833,4,0,10719,2.4467074451240856,2.023501958496541,, +403,1833,6,0,10719,,5.598799899991666,, +404,1833,7,0,10719,,3.376948079006584,, +188,1833,9,0,20719,1.2650843389559299,,, +189,1833,10,0,20719,14.5826388425895,12.692512834188946,12.327077569252305,13.745458181939394 +359,1833,12,0,20719,,23.348223214880985,, +474,1833,15,0,20719,,,0.20334011133704447, +475,1833,16,0,20719,,,1.1467048901630053, +476,1833,17,0,20719,,,0.1083369445648188, +559,1833,18,0,20719,,,,16.740558018600613 +639,1833,20,0,60619,,,,3.031767725590853 +92,1833,21,0,120619,2.00510025501275,1.7034752896074672,1.923397446581552, +369,1833,24,0,200619,,11.552629385782144,, +585,1833,28,0,200619,,,,2.531751058368612 +586,1833,29,0,200619,,,,0.3850128337611253 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b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_average_rate.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 14.649310 & NaN & 9.238641 & 8.953632 \\ +0 & 1833 & 1 & 0 & 260619 & 3.715124 & NaN & 1.885031 & 6.260352 \\ +6 & 1833 & 2 & 0 & 10719 & 0.498342 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 4.496742 & 4.617051 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 2.446707 & 2.023502 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 5.598800 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 3.376948 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 1.265084 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 14.582639 & 12.692513 & 12.327078 & 13.745458 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 23.348223 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.203340 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.146705 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.108337 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 16.740558 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 3.031768 \\ +92 & 1833 & 21 & 0 & 120619 & 2.005100 & 1.703475 & 1.923397 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 11.552629 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 2.531751 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.385013 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 7.018450 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 3.633636 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 6.546776 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 9.640643 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 5.937062 & NaN & 17.018617 & 17.438915 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 1.366781 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 20.497350 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 18.650622 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 17.892263 \\ +93 & 1833 & 72 & 1 & 120619 & 20.552694 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 23.706580 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 17.424785 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 19.651994 & 19.238975 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 30.850904 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 25.063751 & 26.999523 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 4.608237 \\ +51 & 1833 & 87 & 1 & 290519 & 8.957264 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 2.558547 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 5.817151 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 16.282209 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 16.751946 \\ +190 & 1833 & 96 & 2 & 20719 & 25.923395 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.485040 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 26.800120 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.063338 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 1.628442 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 31.804393 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.436681 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 35.301177 \\ +94 & 1833 & 109 & 2 & 120619 & 18.977616 & NaN & 31.342711 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 2.788566 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 10.145845 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 16.218018 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 7.268939 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 19.161986 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.335028 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.155013 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.090008 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.011668 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 6.902242 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 2.165144 & NaN & 3.380113 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 7.568838 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 12.112070 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 5.423514 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 2.200073 \\ +196 & 1833 & 145 & 3 & 200619 & 3.990266 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 20.381698 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 6.935116 & 4.601218 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 13.976306 \\ +52 & 1833 & 156 & 3 & 290519 & 0.538369 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 3.141928 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 8.002334 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 12.059338 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 5.016834 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.781693 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 3.528627 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.785060 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.150005 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 10.042504 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 2.888430 \\ +53 & 1833 & 178 & 4 & 290519 & 3.153544 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 14.338811 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 5.728429 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 6.963914 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 23.033202 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 28.195213 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 4.633642 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.671689 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 24.639155 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 21.372379 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 4.100137 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.480008 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 2.816854 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 1.865124 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 14.763825 & 6.965116 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 8.965299 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 15.758596 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 7.111785 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 16.175270 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 1.601693 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 28.782399 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 26.515101 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 27.226815 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 12.967099 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 24.157472 & 27.114237 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 15.352178 \\ +32 & 1833 & 230 & 6 & 50619 & 0.973350 & 2.035170 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 8.733624 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 16.075268 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 9.467456 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 15.527961 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.880029 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 14.215474 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 1.453358 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 26.663778 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 17.888157 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 3.191933 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 6.040101 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 25.469182 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 14.727158 \\ +2 & 1833 & 264 & 6 & 260619 & 20.505684 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 6.910576 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 5.022085 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 4.823735 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 1.700142 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 8.051430 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 10.749277 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 3.806743 \\ +56 & 1833 & 276 & 6 & 290519 & 4.516968 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 13.964264 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.633376 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 6.735449 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.938396 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 17.339778 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 3.088436 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 1.840061 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 1.623387 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 15.540259 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 19.806997 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 10.518509 \\ +16 & 1833 & 293 & 7 & 10719 & 0.438341 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 8.346806 & 7.518960 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 11.060184 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 2.358530 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 1.080090 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 11.512626 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 16.125538 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 15.705262 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.486707 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 1.110019 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 14.105470 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 1.663361 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.106668 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 10.218691 \\ +61 & 1833 & 312 & 7 & 290519 & 2.180145 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.376692 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.366691 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.366691 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 6.118741 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 5.816764 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 13.710229 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 6.790113 \\ +80 & 1834 & 327 & 0 & 10319 & 30.944362 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 1.401051 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 15.536295 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 28.344751 & 22.081472 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 0.718877 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.639198 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.887087 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 1.469625 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 0.779078 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 25.307510 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 1.055053 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 22.561504 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 17.957565 & 22.753184 & 20.937365 & 24.480816 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 19.200320 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 4.923580 & 16.919461 & 15.191246 & 19.403657 \\ +123 & 1834 & 346 & 0 & 220319 & 19.537644 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 13.779806 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & 2.635220 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.418340 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 1.170078 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & 1.628415 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & 1.276752 & 0.803360 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & 9.422295 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & 1.375092 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & 0.758384 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 22.629088 \\ +83 & 1834 & 363 & 3 & 10319 & 18.070524 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 1.016684 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 27.313789 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 10.458682 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 14.275476 \\ +142 & 1834 & 369 & 3 & 60319 & 10.687537 & NaN & NaN & NaN \\ +143 & 1834 & 370 & 3 & 60319 & 3.544806 & NaN & NaN & NaN \\ +144 & 1834 & 371 & 3 & 60319 & 11.131965 & 25.071671 & 19.268976 & 17.517251 \\ +326 & 1834 & 372 & 3 & 60319 & NaN & 3.761917 & NaN & NaN \\ +612 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 1.736725 \\ +348 & 1834 & 374 & 3 & 110319 & NaN & 18.446230 & NaN & NaN \\ +151 & 1834 & 376 & 3 & 120319 & 29.778156 & 35.459031 & 30.892696 & NaN \\ +239 & 1834 & 377 & 3 & 120319 & NaN & 11.444096 & NaN & NaN \\ +543 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 35.761192 \\ +258 & 1834 & 380 & 3 & 150319 & NaN & 16.529711 & NaN & NaN \\ +426 & 1834 & 382 & 3 & 150319 & NaN & NaN & 14.761913 & NaN \\ +567 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 12.662089 \\ +124 & 1834 & 384 & 3 & 220319 & 19.509309 & 17.909527 & 17.593288 & 15.956933 \\ +84 & 1834 & 385 & 4 & 10319 & 15.485653 & NaN & NaN & NaN \\ +85 & 1834 & 386 & 4 & 10319 & 9.160717 & NaN & NaN & NaN \\ +306 & 1834 & 387 & 4 & 10319 & NaN & 2.291858 & NaN & NaN \\ +307 & 1834 & 388 & 4 & 10319 & NaN & 8.080673 & NaN & NaN \\ +308 & 1834 & 389 & 4 & 10319 & NaN & 5.680473 & NaN & NaN \\ +309 & 1834 & 390 & 4 & 10319 & NaN & 17.194766 & NaN & NaN \\ +506 & 1834 & 391 & 4 & 10319 & NaN & NaN & 4.555076 & NaN \\ +507 & 1834 & 392 & 4 & 10319 & NaN & NaN & 2.063368 & NaN \\ +508 & 1834 & 393 & 4 & 10319 & NaN & NaN & 2.635044 & NaN \\ +485 & 1834 & 399 & 4 & 120319 & NaN & NaN & 0.308344 & NaN \\ +486 & 1834 & 400 & 4 & 120319 & NaN & NaN & 4.965166 & NaN \\ +125 & 1834 & 402 & 4 & 220319 & 10.285514 & 4.265284 & NaN & NaN \\ +488 & 1834 & 404 & 4 & 220319 & NaN & NaN & 16.690854 & 8.735146 \\ +579 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 2.611710 \\ +580 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 4.788413 \\ +581 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 21.512025 \\ +86 & 1834 & 408 & 5 & 10319 & 27.278391 & NaN & NaN & NaN \\ +87 & 1834 & 409 & 5 & 10319 & 29.472585 & NaN & NaN & NaN \\ +310 & 1834 & 410 & 5 & 10319 & NaN & 22.090174 & NaN & NaN \\ +311 & 1834 & 411 & 5 & 10319 & NaN & 16.023002 & 12.028534 & NaN \\ +509 & 1834 & 412 & 5 & 10319 & NaN & NaN & 25.520425 & NaN \\ +592 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 32.209407 \\ +593 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 20.504017 \\ +145 & 1834 & 415 & 5 & 60319 & 32.291021 & NaN & NaN & NaN \\ +327 & 1834 & 416 & 5 & 60319 & NaN & 37.519168 & NaN & NaN \\ +328 & 1834 & 417 & 5 & 60319 & NaN & 27.223482 & 20.232341 & 13.463782 \\ +470 & 1834 & 418 & 5 & 60319 & NaN & NaN & 20.694023 & NaN \\ +471 & 1834 & 419 & 5 & 60319 & NaN & NaN & 23.959132 & NaN \\ +70 & 1834 & 420 & 5 & 110319 & 9.353801 & NaN & NaN & NaN \\ +614 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 24.264142 \\ +71 & 1834 & 422 & 5 & 110319 & 32.383286 & NaN & NaN & NaN \\ +72 & 1834 & 423 & 5 & 110319 & 9.462140 & 9.150610 & NaN & NaN \\ +349 & 1834 & 424 & 5 & 110319 & NaN & 25.076672 & NaN & NaN \\ +350 & 1834 & 425 & 5 & 110319 & NaN & 21.884792 & NaN & NaN \\ +152 & 1834 & 428 & 5 & 120319 & 13.178992 & 25.108341 & 13.917131 & 15.343845 \\ +487 & 1834 & 429 & 5 & 120319 & NaN & NaN & 20.564019 & NaN \\ +544 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 8.726958 \\ +545 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 5.128504 \\ +33 & 1834 & 432 & 5 & 150319 & 19.089606 & NaN & NaN & NaN \\ +34 & 1834 & 433 & 5 & 150319 & 1.826788 & NaN & NaN & NaN \\ +35 & 1834 & 434 & 5 & 150319 & 14.564304 & NaN & NaN & NaN \\ +36 & 1834 & 435 & 5 & 150319 & 7.475498 & NaN & NaN & NaN \\ +259 & 1834 & 436 & 5 & 150319 & NaN & 24.420368 & NaN & NaN \\ +427 & 1834 & 437 & 5 & 150319 & NaN & NaN & 1.420024 & 0.876696 \\ +428 & 1834 & 438 & 5 & 150319 & NaN & NaN & 21.265354 & NaN \\ +568 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 13.300443 \\ +569 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 15.202173 \\ +570 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 0.480016 \\ +571 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 18.152272 \\ +572 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 0.873362 \\ +126 & 1834 & 444 & 5 & 220319 & 0.888378 & NaN & NaN & NaN \\ +88 & 1834 & 445 & 6 & 10319 & 24.126027 & NaN & NaN & NaN \\ +89 & 1834 & 446 & 6 & 10319 & 28.330864 & 23.445287 & NaN & NaN \\ +312 & 1834 & 447 & 6 & 10319 & NaN & 22.920243 & NaN & NaN \\ +313 & 1834 & 448 & 6 & 10319 & NaN & 0.611718 & NaN & NaN \\ +510 & 1834 & 449 & 6 & 10319 & NaN & NaN & 25.608760 & 26.032534 \\ +511 & 1834 & 450 & 6 & 10319 & NaN & NaN & 21.225354 & 19.145638 \\ +594 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 0.761692 \\ +329 & 1834 & 452 & 6 & 60319 & NaN & 36.112407 & 45.186506 & NaN \\ +330 & 1834 & 453 & 6 & 60319 & NaN & 11.869125 & 7.068569 & NaN \\ +331 & 1834 & 454 & 6 & 60319 & NaN & 14.157611 & NaN & NaN \\ +332 & 1834 & 455 & 6 & 60319 & NaN & 7.997200 & 15.158839 & 16.142205 \\ +472 & 1834 & 456 & 6 & 60319 & NaN & NaN & 10.137005 & NaN \\ +615 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 16.495550 \\ +616 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 24.682489 \\ +73 & 1834 & 459 & 6 & 110319 & 15.790790 & NaN & NaN & NaN \\ +74 & 1834 & 460 & 6 & 110319 & 22.326116 & NaN & NaN & NaN \\ +351 & 1834 & 461 & 6 & 110319 & NaN & 18.122875 & NaN & NaN \\ +352 & 1834 & 462 & 6 & 110319 & NaN & 20.896393 & NaN & NaN \\ +353 & 1834 & 464 & 6 & 110319 & NaN & 0.148343 & NaN & NaN \\ +354 & 1834 & 465 & 6 & 110319 & NaN & 0.346690 & NaN & NaN \\ +153 & 1834 & 472 & 6 & 120319 & 15.530777 & 20.738049 & 20.357345 & 18.278943 \\ +260 & 1834 & 473 & 6 & 150319 & NaN & 23.135261 & 34.583910 & 25.967532 \\ +261 & 1834 & 474 & 6 & 150319 & NaN & 18.521543 & NaN & NaN \\ +429 & 1834 & 475 & 6 & 150319 & NaN & NaN & 0.291672 & NaN \\ +430 & 1834 & 476 & 6 & 150319 & NaN & NaN & 15.405257 & NaN \\ +573 & 1834 & 477 & 6 & 150319 & NaN & NaN & NaN & 16.028868 \\ +128 & 1834 & 478 & 6 & 220319 & 8.743771 & NaN & NaN & NaN \\ +129 & 1834 & 479 & 6 & 220319 & 6.303649 & NaN & NaN & NaN \\ +130 & 1834 & 480 & 6 & 220319 & 0.290015 & NaN & NaN & NaN \\ +131 & 1834 & 481 & 6 & 220319 & 9.258796 & NaN & NaN & NaN \\ +228 & 1834 & 483 & 6 & 220319 & NaN & 25.661711 & NaN & NaN \\ +229 & 1834 & 484 & 6 & 220319 & NaN & 7.265484 & NaN & NaN \\ +230 & 1834 & 485 & 6 & 220319 & NaN & 4.206947 & NaN & NaN \\ +231 & 1834 & 486 & 6 & 220319 & NaN & 8.533902 & NaN & NaN \\ +489 & 1834 & 487 & 6 & 220319 & NaN & NaN & 7.896712 & 7.590127 \\ +490 & 1834 & 488 & 6 & 220319 & NaN & NaN & 6.760747 & 6.270105 \\ +491 & 1834 & 489 & 6 & 220319 & NaN & NaN & 21.409865 & 22.530376 \\ +90 & 1834 & 490 & 7 & 10319 & 20.874310 & NaN & NaN & NaN \\ +91 & 1834 & 491 & 7 & 10319 & 21.973932 & NaN & NaN & NaN \\ +314 & 1834 & 492 & 7 & 10319 & NaN & 11.175931 & NaN & NaN \\ +315 & 1834 & 493 & 7 & 10319 & NaN & 12.592716 & NaN & NaN \\ +316 & 1834 & 494 & 7 & 10319 & NaN & 6.273856 & NaN & NaN \\ +317 & 1834 & 495 & 7 & 10319 & NaN & 12.564380 & NaN & NaN \\ +318 & 1834 & 496 & 7 & 10319 & NaN & 23.720310 & NaN & NaN \\ +512 & 1834 & 497 & 7 & 10319 & NaN & NaN & 18.975316 & 23.817461 \\ +513 & 1834 & 498 & 7 & 10319 & NaN & NaN & 19.360323 & NaN \\ +514 & 1834 & 499 & 7 & 10319 & NaN & NaN & 12.760213 & 16.128871 \\ +595 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 3.573452 \\ +596 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 12.698757 \\ +147 & 1834 & 502 & 7 & 60319 & 19.043150 & NaN & NaN & NaN \\ +148 & 1834 & 503 & 7 & 60319 & 16.100359 & NaN & NaN & NaN \\ +333 & 1834 & 504 & 7 & 60319 & NaN & 6.333756 & NaN & NaN \\ +334 & 1834 & 505 & 7 & 60319 & NaN & 16.339423 & 6.858562 & NaN \\ +335 & 1834 & 506 & 7 & 60319 & NaN & 17.351157 & 17.430581 & 17.540585 \\ +336 & 1834 & 507 & 7 & 60319 & NaN & 7.430495 & 9.380313 & 8.378613 \\ +337 & 1834 & 508 & 7 & 60319 & NaN & 8.358891 & 8.495283 & 5.493516 \\ +473 & 1834 & 509 & 7 & 60319 & NaN & NaN & 7.581919 & NaN \\ +617 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 18.190606 \\ +75 & 1834 & 511 & 7 & 110319 & 7.248696 & NaN & NaN & NaN \\ +76 & 1834 & 512 & 7 & 110319 & 2.938480 & 5.478699 & NaN & NaN \\ +77 & 1834 & 513 & 7 & 110319 & 0.281681 & NaN & NaN & NaN \\ +78 & 1834 & 514 & 7 & 110319 & 20.314349 & 22.209814 & NaN & NaN \\ +79 & 1834 & 515 & 7 & 110319 & 7.748721 & NaN & NaN & NaN \\ +355 & 1834 & 516 & 7 & 110319 & NaN & 0.128342 & NaN & NaN \\ +356 & 1834 & 517 & 7 & 110319 & NaN & 2.578505 & NaN & NaN \\ +357 & 1834 & 519 & 7 & 110319 & NaN & 0.201680 & NaN & NaN \\ +358 & 1834 & 520 & 7 & 110319 & NaN & 0.156677 & NaN & NaN \\ +154 & 1834 & 527 & 7 & 120319 & 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NaN & NaN \\ +431 & 1834 & 543 & 7 & 150319 & NaN & NaN & 19.333656 & NaN \\ +432 & 1834 & 544 & 7 & 150319 & NaN & NaN & 15.516925 & NaN \\ +433 & 1834 & 545 & 7 & 150319 & NaN & NaN & 17.895298 & NaN \\ +434 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.658344 & NaN \\ +435 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.736679 & NaN \\ +436 & 1834 & 548 & 7 & 150319 & NaN & NaN & 7.470125 & NaN \\ +437 & 1834 & 549 & 7 & 150319 & NaN & NaN & 4.791747 & NaN \\ +574 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 13.550452 \\ +575 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 14.970499 \\ +576 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 29.567652 \\ +577 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 26.144205 \\ +578 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 2.368412 \\ +132 & 1834 & 555 & 7 & 220319 & 25.179592 & NaN & NaN & NaN \\ +133 & 1834 & 556 & 7 & 220319 & 2.110106 & NaN & NaN & NaN \\ +134 & 1834 & 557 & 7 & 220319 & 1.406737 & NaN & NaN & NaN \\ +135 & 1834 & 558 & 7 & 220319 & 0.296682 & NaN & NaN & NaN \\ +136 & 1834 & 559 & 7 & 220319 & 30.518193 & NaN & NaN & NaN \\ +232 & 1834 & 560 & 7 & 220319 & NaN & 24.519968 & NaN & NaN \\ +233 & 1834 & 561 & 7 & 220319 & NaN & 5.483699 & 4.120169 & 2.633377 \\ +234 & 1834 & 562 & 7 & 220319 & NaN & 6.408761 & 6.785768 & NaN \\ +235 & 1834 & 563 & 7 & 220319 & NaN & 15.474365 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & 22.445746 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 8.360440 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 32.550543 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.306672 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.391673 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 0.793399 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 3.713395 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 2.250188 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 3.548511 & 4.111735 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 0.286691 & NaN & NaN \\ 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8.046801 \\ +536 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 9.240154 \\ +67 & 1839 & 597 & 4 & 200619 & 13.201100 & NaN & NaN & NaN \\ +392 & 1839 & 598 & 4 & 200619 & NaN & 5.345445 & NaN & NaN \\ +393 & 1839 & 599 & 4 & 200619 & NaN & 5.603800 & NaN & NaN \\ +394 & 1839 & 600 & 4 & 200619 & NaN & 1.635136 & NaN & NaN \\ +45 & 1839 & 601 & 4 & 290519 & 1.371690 & NaN & NaN & NaN \\ +46 & 1839 & 602 & 4 & 290519 & 23.445391 & 37.706476 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & 9.415785 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & 12.412494 & NaN & 9.120304 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 7.273939 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 2.545085 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & 4.643720 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & 7.162264 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 1.056755 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 2.838570 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 8.357363 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 13.809254 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 4.363479 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 4.240141 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 1.791816 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 1.193433 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.181676 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 9.312132 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.170003 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 5.930099 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 12.861881 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.256671 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 8.866814 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.420035 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 3.568631 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 4.262022 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 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& 0.480024 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.660033 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 3.045152 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 17.025851 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 3.168492 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 11.700585 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 2.120106 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 16.137474 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 34.304477 \\ +174 & 1849 & 709 & 1 & 110319 & 3.721853 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 3.926863 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 4.633565 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 2.790140 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 2.458456 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 6.165308 & 11.542629 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 9.964164 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.338362 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 2.863572 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 10.815541 & 12.546046 & 13.562119 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 1.686751 & 3.285274 & 2.345078 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 11.597247 & 15.091258 & 13.997133 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 16.793893 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 3.641727 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 18.918649 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 11.125742 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 12.686057 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 7.435620 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 14.240712 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 8.040402 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 5.171925 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 6.211977 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 21.729420 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 4.813574 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 8.810441 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 3.986866 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 2.060172 & NaN & 1.645055 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 16.634720 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 5.057023 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 1.815726 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 4.588486 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.720057 \\ +96 & 1849 & 745 & 2 & 10319 & 12.253946 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.145007 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 17.622548 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 15.984399 & 22.666889 & 20.487691 & 25.199173 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 24.173681 & NaN & 15.552185 \\ +423 & 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NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 18.113937 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 13.458558 \\ +22 & 1849 & 794 & 3 & 220319 & 8.210547 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 9.217281 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 22.963198 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.670045 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 16.583049 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 13.662805 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.118439 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 20.134340 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 14.027368 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 10.378679 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 26.729224 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.413347 \\ +207 & 1849 & 806 & 3 & 280219 & 4.065203 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 13.674017 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 19.814324 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 17.523127 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 16.988082 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 6.402200 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 5.657138 & NaN & 6.273542 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 8.336668 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 11.217820 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 6.385213 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 19.417314 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 16.573886 \\ +116 & 1849 & 820 & 4 & 60319 & 15.664117 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 30.394200 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 22.514084 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 26.617218 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 10.058836 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 4.308549 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 17.803150 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.538351 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.548370 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 1.031735 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 7.275485 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 14.056171 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 1.400117 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 6.741030 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.476691 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.343351 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 21.904429 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 14.240712 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 28.839070 & 33.913362 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 1.350113 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 41.149705 \\ +184 & 1849 & 857 & 5 & 110319 & 19.402637 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 19.400970 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 15.554111 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 24.228686 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 23.880323 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 14.127373 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.528360 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 11.533910 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 19.449306 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 12.499375 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 18.026502 & 7.090236 & 21.572026 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 20.490041 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 10.124177 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 6.915231 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 37.554585 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 27.020450 \\ +29 & 1849 & 874 & 5 & 220319 & 9.492299 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 16.856124 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 11.350757 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 12.502709 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 18.539878 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 24.927077 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 18.065903 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 34.201710 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 10.738870 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 18.772292 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 24.844161 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 30.292676 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 32.459415 \\ +210 & 1849 & 887 & 5 & 280219 & 17.249196 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 24.590383 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 17.657063 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 17.272530 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 30.249846 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 2.505125 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 9.981999 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.810027 \\ +211 & 1849 & 903 & 6 & 280219 & 7.690385 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.518359 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 19.754321 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 18.964282 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 32.934411 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 24.013668 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.551887 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 12.945178 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.223756 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 24.458117 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 14.768826 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 26.967566 \\ +106 & 1849 & 918 & 7 & 10319 & 21.914429 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 22.372785 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 11.702252 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 10.962580 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 23.755313 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 3.540295 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 8.798773 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 23.912464 \\ +172 & 1849 & 930 & 7 & 150319 & 6.008634 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 18.415921 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 10.705535 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.128344 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 2.675223 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 16.836403 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 13.031879 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 5.840195 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_border_score.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_border_score.csv new file mode 100644 index 000000000..210e60067 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_border_score.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,0.1690297152344381,,0.16909015072686467,0.1796111626963819 +0,1833,1,0,260619,0.2539993049432505,,0.2705124344523221,0.30592640202907145 +6,1833,2,0,10719,0.23020662107869966,,, +7,1833,3,0,10719,0.2795697026818177,0.24415854797058195,, +8,1833,4,0,10719,0.265533494613448,0.00025518511569693657,, +403,1833,6,0,10719,,0.1164861286310388,, +404,1833,7,0,10719,,0.12391961227511562,, 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a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_border_score.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_border_score.tex new file mode 100644 index 000000000..f33204966 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_border_score.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.169030 & NaN & 0.169090 & 0.179611 \\ +0 & 1833 & 1 & 0 & 260619 & 0.253999 & NaN & 0.270512 & 0.305926 \\ +6 & 1833 & 2 & 0 & 10719 & 0.230207 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.279570 & 0.244159 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.265533 & 0.000255 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.116486 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.123920 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.336599 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.279283 & 0.276390 & 0.224791 & 0.171318 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.279336 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.267123 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.174667 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.292511 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.296792 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.370024 \\ +92 & 1833 & 21 & 0 & 120619 & 0.272505 & 0.316540 & 0.292962 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.328489 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.293397 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.279112 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.256950 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.156831 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.258709 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.262343 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.332636 & NaN & 0.185742 & 0.277175 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.130576 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.177456 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.291436 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.173955 \\ +93 & 1833 & 72 & 1 & 120619 & 0.247774 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.256730 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.262624 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.197529 & 0.248646 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.240526 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.273622 & 0.207228 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.238703 \\ +51 & 1833 & 87 & 1 & 290519 & 0.252759 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.352985 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.041048 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.258039 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.260258 \\ +190 & 1833 & 96 & 2 & 20719 & 0.201331 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.262499 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.272922 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & -0.329554 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & -0.004659 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.167168 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.289816 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.190148 \\ +94 & 1833 & 109 & 2 & 120619 & 0.352945 & NaN & 0.174088 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.242198 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.265892 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.155619 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.229672 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.155045 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.236432 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.247115 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & -0.001019 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.009732 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.154477 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.211197 & NaN & 0.126286 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.058577 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.160491 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.194183 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.199709 \\ +196 & 1833 & 145 & 3 & 200619 & 0.269577 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.166407 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.243911 & 0.174979 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.233329 \\ +52 & 1833 & 156 & 3 & 290519 & 0.109886 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & -0.053752 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.132903 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 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& NaN & NaN & NaN \\ +135 & 1834 & 558 & 7 & 220319 & 0.180158 & NaN & NaN & NaN \\ +136 & 1834 & 559 & 7 & 220319 & 0.266278 & NaN & NaN & NaN \\ +232 & 1834 & 560 & 7 & 220319 & NaN & 0.244917 & NaN & NaN \\ +233 & 1834 & 561 & 7 & 220319 & NaN & 0.213332 & 0.254378 & 0.296731 \\ +234 & 1834 & 562 & 7 & 220319 & NaN & 0.264408 & 0.197323 & NaN \\ +235 & 1834 & 563 & 7 & 220319 & NaN & 0.314469 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & 0.367648 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 0.285504 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 0.226840 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.239836 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.238210 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 0.367531 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 0.441421 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 0.487102 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 0.140760 & 0.106929 \\ +390 & 1839 & 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& 595 & 4 & 120619 & NaN & NaN & NaN & 0.231502 \\ +536 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 0.229027 \\ +67 & 1839 & 597 & 4 & 200619 & 0.193147 & NaN & NaN & NaN \\ +392 & 1839 & 598 & 4 & 200619 & NaN & 0.248783 & NaN & NaN \\ +393 & 1839 & 599 & 4 & 200619 & NaN & 0.180493 & NaN & NaN \\ +394 & 1839 & 600 & 4 & 200619 & NaN & 0.184328 & NaN & NaN \\ +45 & 1839 & 601 & 4 & 290519 & 0.317139 & NaN & NaN & NaN \\ +46 & 1839 & 602 & 4 & 290519 & 0.181336 & 0.232001 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & 0.076018 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & 0.322800 & NaN & 0.075789 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.192496 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.159094 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & 0.231530 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & 0.186909 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 0.310103 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 0.063086 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 0.192417 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 0.180426 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.214208 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.286553 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 0.307147 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 0.217185 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.259158 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.242854 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.146041 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.271459 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.197766 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.174927 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.235007 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.309025 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 0.315835 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 0.161129 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 0.212216 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 0.300734 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 0.271598 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 0.200760 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 0.264049 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 0.115912 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 0.126297 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 0.231398 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 0.301857 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 0.200416 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 0.297364 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 0.226912 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 0.121629 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & -0.015069 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 0.330273 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 0.286781 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 0.161836 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 0.272294 & 0.127841 & 0.297317 & 0.150201 \\ +158 & 1849 & 678 & 0 & 150319 & 0.213817 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & 0.244728 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.193685 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.145198 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.110465 \\ +19 & 1849 & 683 & 0 & 220319 & 0.283342 & NaN & 0.334879 & 0.071288 \\ +197 & 1849 & 685 & 0 & 280219 & 0.285985 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 0.312429 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.054271 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.103200 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.237205 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.182405 \\ +95 & 1849 & 691 & 1 & 10319 & 0.224624 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.175501 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.237509 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 0.204766 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 0.288632 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.029328 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.143252 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.268948 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.218744 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.213658 \\ +174 & 1849 & 709 & 1 & 110319 & 0.376148 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 0.326863 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 0.305886 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 0.425875 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 0.277762 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 0.329178 & 0.303969 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 0.235780 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.302073 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.285253 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 0.249348 & 0.280023 & 0.248060 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.292536 & 0.249774 & 0.319145 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.181339 & 0.280465 & 0.270138 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.213376 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.196769 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.233322 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.233973 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.158408 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.179090 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.313418 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.323342 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.218005 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.291135 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 0.230637 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.321575 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.221483 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.232696 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.219602 & NaN & 0.326883 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 0.204886 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.217908 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.032096 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.278525 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.242065 \\ +96 & 1849 & 745 & 2 & 10319 & 0.264099 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.022612 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.311290 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.229104 & 0.186523 & 0.245741 & 0.278436 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.189050 & NaN & 0.156831 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.330777 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.245550 \\ +181 & 1849 & 756 & 2 & 110319 & 0.232937 & 0.108033 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 0.288697 & 0.204756 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 0.359112 & 0.309131 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 0.170657 & 0.019153 & 0.113132 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.149467 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.213137 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 0.230198 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 0.254567 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 0.271954 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 0.300264 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 0.295963 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 0.201770 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.205401 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.310870 \\ +99 & 1849 & 774 & 3 & 10319 & 0.160970 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 0.330370 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 0.350467 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 0.158743 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 0.283692 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 0.205333 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 0.222221 & 0.312396 & 0.278254 & 0.260158 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 0.182370 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 0.134002 & 0.229252 & 0.151882 \\ +183 & 1849 & 786 & 3 & 110319 & 0.377771 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.388271 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 0.252754 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 0.289337 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 0.225873 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 0.333111 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.247025 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.213928 \\ +22 & 1849 & 794 & 3 & 220319 & 0.228478 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 0.287560 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.355902 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.199208 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 0.243834 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.413191 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.201841 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.415812 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.293263 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.333458 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.216403 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.017976 \\ +207 & 1849 & 806 & 3 & 280219 & 0.076482 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.327362 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.290636 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.214648 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.187320 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.241361 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 0.239843 & NaN & 0.331329 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.116942 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.183403 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.210008 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.310172 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.286380 \\ +116 & 1849 & 820 & 4 & 60319 & 0.234326 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 0.135310 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.208392 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 0.240153 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 0.268810 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 0.307783 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 0.235061 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.149895 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.282229 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.099353 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 0.328614 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 0.227905 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.299096 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.218920 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.166709 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.234621 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 0.177312 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 0.226480 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 0.345502 & 0.304690 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 0.113551 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.220935 \\ +184 & 1849 & 857 & 5 & 110319 & 0.208801 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 0.155025 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 0.329036 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 0.347034 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 0.233327 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 0.309942 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & -0.087716 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 0.312656 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 0.219374 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 0.286650 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 0.190451 & 0.144734 & 0.357630 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 0.300551 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 0.324687 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.282318 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.257711 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.279204 \\ +29 & 1849 & 874 & 5 & 220319 & 0.335731 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 0.256170 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 0.279071 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 0.181569 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.247244 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.222687 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.294803 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.330674 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.299536 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.259168 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.214607 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.242425 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.296760 \\ +210 & 1849 & 887 & 5 & 280219 & 0.280512 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.210281 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.248069 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.315119 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.236980 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.211420 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.285372 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.350617 \\ +211 & 1849 & 903 & 6 & 280219 & 0.428016 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.255649 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.268323 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 0.303716 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 0.305827 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.263563 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.317099 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.286463 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.223707 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.228618 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.341387 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.276954 \\ +106 & 1849 & 918 & 7 & 10319 & 0.254716 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 0.280733 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 0.404430 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 0.280838 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 0.362964 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 0.306711 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.437277 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.345526 \\ +172 & 1849 & 930 & 7 & 150319 & 0.206679 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.302433 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.272946 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.234264 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 0.208034 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.360255 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.317440 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.159231 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_burst_event_ratio.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_burst_event_ratio.csv new file mode 100644 index 000000000..6089038a7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_burst_event_ratio.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,0.2743990966284885,,0.2397094430992736,0.19225384974335044 +0,1833,1,0,260619,0.14138118542686245,,0.15090329436769395,0.0759648265754763 +6,1833,2,0,10719,0.10305343511450382,,, +7,1833,3,0,10719,0.021268515001898976,0.009475218658892129,, +8,1833,4,0,10719,0.1832907075873828,0.16566265060240964,, +403,1833,6,0,10719,,0.19984917043740572,, +404,1833,7,0,10719,,0.29759450171821306,, +188,1833,9,0,20719,0.08284883720930232,,, 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+300,1849,910,6,280219,,0.3079293344289236,, +447,1849,912,6,280219,,,0.06578947368421052, +448,1849,913,6,280219,,,0.2721449487554905, +449,1849,914,6,280219,,,0.15612952968388588, +450,1849,915,6,280219,,,0.3864901645428677, +555,1849,916,6,280219,,,,0.21178909952606634 +556,1849,917,6,280219,,,,0.3774628748908085 +106,1849,918,7,10319,0.3577969649398221,,, +120,1849,922,7,60319,0.3883792048929664,,, +121,1849,923,7,60319,0.286438809261301,,, +344,1849,924,7,60319,,0.09276094276094277,, +345,1849,925,7,60319,,0.3623709546456328,, +346,1849,926,7,60319,,0.13443526170798895,, +424,1849,928,7,60319,,,0.3070818070818071, +603,1849,929,7,60319,,,,0.3136299664393201 +172,1849,930,7,150319,0.22917437985931136,,, +215,1849,931,7,280219,0.3157530454042082,,, +216,1849,933,7,280219,0.2140827922077922,,, +301,1849,934,7,280219,,0.0273972602739726,, +302,1849,935,7,280219,,0.39601769911504425,, +303,1849,936,7,280219,,0.2816959385290889,, +451,1849,938,7,280219,,,0.25146302535910625, +558,1849,940,7,280219,,,,0.14123711340206185 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_burst_event_ratio.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_burst_event_ratio.tex new file mode 100644 index 000000000..834be3482 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_burst_event_ratio.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.274399 & NaN & 0.239709 & 0.192254 \\ +0 & 1833 & 1 & 0 & 260619 & 0.141381 & NaN & 0.150903 & 0.075965 \\ +6 & 1833 & 2 & 0 & 10719 & 0.103053 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.021269 & 0.009475 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.183291 & 0.165663 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.199849 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.297595 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.082849 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.148903 & 0.133736 & 0.148038 & 0.130770 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.287222 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.016667 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.034743 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.031746 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.190311 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.117500 \\ +92 & 1833 & 21 & 0 & 120619 & 0.193717 & 0.182716 & 0.192691 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.128364 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.035592 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.013158 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.088105 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.125000 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.110504 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.231394 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.163051 & NaN & 0.241179 & 0.208627 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.092517 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.293266 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.221005 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.180235 \\ +93 & 1833 & 72 & 1 & 120619 & 0.288395 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.300293 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.254629 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.283928 & 0.248385 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.352706 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.320688 & 0.281597 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.103954 \\ +51 & 1833 & 87 & 1 & 290519 & 0.215787 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.147554 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.214286 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.246098 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.203530 \\ +190 & 1833 & 96 & 2 & 20719 & 0.284128 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.021053 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.269338 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.085714 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.146040 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.344625 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.065844 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.332976 \\ +94 & 1833 & 109 & 2 & 120619 & 0.266127 & NaN & 0.362768 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.125261 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.224093 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.213351 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.149087 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.201460 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.010050 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.021978 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.038462 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.000000 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.106512 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.357410 & NaN & 0.476498 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.216743 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.254097 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.225434 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.222222 \\ +196 & 1833 & 145 & 3 & 200619 & 0.144131 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.244308 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.133548 & 0.080977 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.171811 \\ +52 & 1833 & 156 & 3 & 290519 & 0.060201 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 0.084400 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.101171 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 0.534126 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.154343 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.320690 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.086618 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.047059 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.113924 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.120459 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.538787 \\ +53 & 1833 & 178 & 4 & 290519 & 0.130731 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.157123 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.201158 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.239066 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.336768 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.368629 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.225902 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.070461 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.229243 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.200584 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.160325 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.105469 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 0.155622 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.115578 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.201830 & 0.151316 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.124757 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.214346 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 0.200844 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 0.230651 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 0.166881 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 0.302187 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 0.348722 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 0.461445 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.172295 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.295547 & 0.249734 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.178705 \\ +32 & 1833 & 230 & 6 & 50619 & 0.164927 & 0.202505 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.202255 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.225758 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.119331 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 0.273864 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.105042 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.191566 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.144790 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.266148 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 0.376797 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 0.152978 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.097756 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.274325 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.178178 \\ +2 & 1833 & 264 & 6 & 260619 & 0.197720 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 0.232124 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.193229 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.130579 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 0.045175 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.083207 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.142748 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 0.125107 \\ +56 & 1833 & 276 & 6 & 290519 & 0.200658 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 0.208145 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.209836 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 0.279467 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.094488 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 0.160987 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 0.154633 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 0.217695 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 0.268531 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.154746 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 0.116728 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.149382 \\ +16 & 1833 & 293 & 7 & 10719 & 0.122066 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 0.086480 & 0.074987 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 0.153930 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 0.125311 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 0.045307 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 0.129097 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.160989 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 0.174788 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.227723 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.045597 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 0.158456 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 0.087196 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.000000 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.113394 \\ +61 & 1833 & 312 & 7 & 290519 & 0.122575 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.061033 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.095960 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.107143 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 0.076923 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 0.137340 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 0.122670 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.143433 \\ +80 & 1834 & 327 & 0 & 10319 & 0.406042 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.224700 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 0.383007 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.373550 & 0.338981 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 0.248227 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.310757 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.258856 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 0.254457 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 0.238671 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.342180 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 0.048333 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 0.357502 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 0.299734 & 0.359126 & 0.319945 & 0.304813 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 0.367783 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 0.181159 & 0.281138 & 0.237248 & 0.250570 \\ +123 & 1834 & 346 & 0 & 220319 & 0.312640 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 0.205735 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & 0.088194 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.088889 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 0.082278 & NaN & NaN \\ +150 & 1834 & 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NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.251208 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.290837 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 0.188772 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 0.241978 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.398230 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.373986 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.087413 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.248771 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.463821 \\ +174 & 1849 & 709 & 1 & 110319 & 0.079980 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 0.097872 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 0.134110 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 0.137705 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 0.104900 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 0.232533 & 0.289062 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 0.192364 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.030457 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.136624 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 0.230273 & 0.263522 & 0.237471 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.108967 & 0.156815 & 0.123242 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.206408 & 0.247417 & 0.234467 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.333446 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.153050 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.249050 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.228911 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.214852 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.135567 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.242242 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.225210 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.195142 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.142810 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 0.339519 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.168321 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.229550 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.169474 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.103575 & NaN & 0.095294 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 0.286295 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.176447 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.120172 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.104416 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.085903 \\ +96 & 1849 & 745 & 2 & 10319 & 0.187941 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.075000 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.243215 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.279964 & 0.326578 & 0.323436 & 0.317940 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.280137 & NaN & 0.188023 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.232804 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.144649 \\ +181 & 1849 & 756 & 2 & 110319 & 0.150334 & 0.197473 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 0.149632 & 0.154984 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 0.217706 & 0.212472 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 0.170639 & 0.109244 & 0.180392 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.129078 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.046610 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 0.161388 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 0.120000 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 0.230415 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 0.078723 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 0.317546 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 0.266249 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.087824 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.326792 \\ +99 & 1849 & 774 & 3 & 10319 & 0.071429 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 0.256660 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 0.352333 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 0.168490 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 0.137353 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 0.178913 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 0.317539 & 0.358967 & 0.296337 & 0.288450 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 0.075758 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 0.306963 & 0.233988 & 0.252052 \\ +183 & 1849 & 786 & 3 & 110319 & 0.291426 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.364016 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 0.234114 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 0.160768 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 0.291552 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 0.133362 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.270331 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.217047 \\ +22 & 1849 & 794 & 3 & 220319 & 0.290206 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 0.219915 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.306728 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.066313 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 0.209144 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.048799 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.050539 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.278364 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.168450 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.244673 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.308785 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.078603 \\ +207 & 1849 & 806 & 3 & 280219 & 0.180428 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.213291 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.285556 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.246061 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.240579 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.240594 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 0.204277 & NaN & 0.219993 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.187108 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.236611 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.223199 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.238041 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.205649 \\ +116 & 1849 & 820 & 4 & 60319 & 0.265541 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 0.492179 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.267547 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 0.424442 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 0.215047 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 0.403101 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 0.303961 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.293617 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.184211 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.171079 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 0.296982 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 0.214860 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.073930 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.162970 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.050980 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.057292 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 0.409582 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 0.248549 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 0.383989 & 0.432164 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 0.053947 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.421121 \\ +184 & 1849 & 857 & 5 & 110319 & 0.445924 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 0.362234 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 0.281956 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 0.378869 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 0.396729 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 0.351411 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.301020 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 0.236264 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 0.341905 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 0.224970 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 0.304177 & 0.295225 & 0.314811 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 0.339118 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 0.251128 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.265716 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.495532 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.311452 \\ +29 & 1849 & 874 & 5 & 220319 & 0.274593 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 0.291704 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 0.301502 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 0.233807 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.306241 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.441073 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.411844 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.335417 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.282634 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.257460 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.256794 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.305712 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.395454 \\ +210 & 1849 & 887 & 5 & 280219 & 0.239605 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.414578 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.249365 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.236749 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.449890 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.184573 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.199832 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.161290 \\ +211 & 1849 & 903 & 6 & 280219 & 0.187676 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.186235 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.324335 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 0.275704 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 0.436660 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.307929 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.065789 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.272145 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.156130 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.386490 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.211789 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.377463 \\ +106 & 1849 & 918 & 7 & 10319 & 0.357797 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 0.388379 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 0.286439 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 0.092761 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 0.362371 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 0.134435 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.307082 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.313630 \\ +172 & 1849 & 930 & 7 & 150319 & 0.229174 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.315753 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.214083 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.027397 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 0.396018 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.281696 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.251463 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.141237 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_field_area.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_field_area.csv new file mode 100644 index 000000000..b94ae0282 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_field_area.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,0.3818856000000001,,0.36682656,0.380496 +0,1833,1,0,260619,0.34433344000000005,,0.40636448,0.36218512 +6,1833,2,0,10719,0.4858937600000001,,, +7,1833,3,0,10719,0.40451984,0.35208896,, +8,1833,4,0,10719,0.40567744,0.41285504,, +403,1833,6,0,10719,,0.4147542400000001,, +404,1833,7,0,10719,,0.39103936,, +188,1833,9,0,20719,0.41186352,,, +189,1833,10,0,20719,0.358192,0.32779936,0.37641584,0.32586528 +359,1833,12,0,20719,,0.35688640000000005,, +474,1833,15,0,20719,,,0.39425056, +475,1833,16,0,20719,,,0.34257296000000004, +476,1833,17,0,20719,,,0.41406816, +559,1833,18,0,20719,,,,0.37475904 +639,1833,20,0,60619,,,,0.48291008 +92,1833,21,0,120619,0.41228384,0.44212224,0.4700816, +369,1833,24,0,200619,,0.32950208,, +585,1833,28,0,200619,,,,0.38590176 +586,1833,29,0,200619,,,,0.3934296 +522,1833,36,0,260619,,,0.376184, +377,1833,41,0,290519,,0.40081472,, +9,1833,48,1,10719,0.38162208,,, +360,1833,50,1,20719,,0.39242528,, +194,1833,51,1,200619,0.374448,,0.3848272,0.42156720000000003 +407,1833,54,1,10719,,0.5437424000000001,, +477,1833,60,1,20719,,,0.35367264000000004, +560,1833,62,1,20719,,,,0.45926912 +640,1833,70,1,60619,,,,0.48916 +93,1833,72,1,120619,0.39650128,,, +195,1833,74,1,200619,0.36086528,,, +370,1833,75,1,200619,,0.40289408,, +529,1833,76,1,200619,,,0.36707632,0.33282864 +242,1833,80,1,260619,,0.35979776,, +523,1833,82,1,260619,,,0.3812633600000001,0.392764 +619,1833,85,1,260619,,,,0.38252064 +51,1833,87,1,290519,0.41231392,,, 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+1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.381886 & NaN & 0.366827 & 0.380496 \\ +0 & 1833 & 1 & 0 & 260619 & 0.344333 & NaN & 0.406364 & 0.362185 \\ +6 & 1833 & 2 & 0 & 10719 & 0.485894 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.404520 & 0.352089 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.405677 & 0.412855 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.414754 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.391039 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.411864 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.358192 & 0.327799 & 0.376416 & 0.325865 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.356886 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.394251 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.342573 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.414068 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.374759 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.482910 \\ +92 & 1833 & 21 & 0 & 120619 & 0.412284 & 0.442122 & 0.470082 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.329502 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.385902 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.393430 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.376184 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.400815 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.381622 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.392425 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.374448 & NaN & 0.384827 & 0.421567 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.543742 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.353673 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.459269 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.489160 \\ +93 & 1833 & 72 & 1 & 120619 & 0.396501 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 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0.508507 & NaN \\ +436 & 1834 & 548 & 7 & 150319 & NaN & NaN & 0.403196 & NaN \\ +437 & 1834 & 549 & 7 & 150319 & NaN & NaN & 0.374548 & NaN \\ +574 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 0.454017 \\ +575 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 0.392553 \\ +576 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 0.426332 \\ +577 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 0.417565 \\ +578 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 0.406912 \\ +132 & 1834 & 555 & 7 & 220319 & 0.344483 & NaN & NaN & NaN \\ +133 & 1834 & 556 & 7 & 220319 & 0.513589 & NaN & NaN & NaN \\ +134 & 1834 & 557 & 7 & 220319 & 0.459028 & NaN & NaN & NaN \\ +135 & 1834 & 558 & 7 & 220319 & 0.712454 & NaN & NaN & NaN \\ +136 & 1834 & 559 & 7 & 220319 & 0.419307 & NaN & NaN & NaN \\ +232 & 1834 & 560 & 7 & 220319 & NaN & 0.361844 & NaN & NaN \\ +233 & 1834 & 561 & 7 & 220319 & NaN & 0.484503 & 0.541057 & 0.514714 \\ +234 & 1834 & 562 & 7 & 220319 & NaN & 0.436866 & 0.446040 & NaN \\ +235 & 1834 & 563 & 7 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1839 & 601 & 4 & 290519 & 0.396584 & NaN & NaN & NaN \\ +46 & 1839 & 602 & 4 & 290519 & 0.476928 & 0.381141 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & 0.460461 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & 0.455575 & NaN & 0.363244 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.370313 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.445934 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & 0.429331 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & 0.363773 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 0.378427 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 0.503260 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 0.478360 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 0.384574 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.440916 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.372686 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 0.414202 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 0.382047 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.408492 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.404366 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.540211 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.463153 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.396835 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.482876 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.383832 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.475625 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 0.402093 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 0.358851 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 0.367236 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 0.439637 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 0.378686 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 0.483021 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 0.375099 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 0.409932 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 0.461514 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 0.447641 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 0.368334 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 0.462392 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 0.424016 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 0.444114 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 0.439108 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & 0.524537 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 0.355723 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 0.455115 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 0.431222 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 0.380268 & 0.440156 & 0.403095 & 0.388598 \\ +158 & 1849 & 678 & 0 & 150319 & 0.433424 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & 0.476235 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.459178 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.465620 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.436836 \\ +19 & 1849 & 683 & 0 & 220319 & 0.407556 & NaN & 0.400740 & 0.456954 \\ +197 & 1849 & 685 & 0 & 280219 & 0.388571 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 0.402628 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.474488 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.400804 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.456174 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.390949 \\ +95 & 1849 & 691 & 1 & 10319 & 0.482429 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.533106 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.549128 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 0.417184 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 0.483827 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.412306 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.468221 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.425901 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.395395 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.446557 \\ +174 & 1849 & 709 & 1 & 110319 & 0.453981 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 0.451656 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 0.369377 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 0.468910 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 0.399399 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 0.419850 & 0.407484 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 0.363063 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.445260 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.439040 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 0.405556 & 0.394243 & 0.367050 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.446087 & 0.540341 & 0.352025 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.422121 & 0.431258 & 0.467686 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.345752 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.596374 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.509119 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.421493 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.471216 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.375849 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.359731 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.418954 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.386413 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.362129 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 0.464059 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.343653 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.492253 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.476154 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.467673 & NaN & 0.463365 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 0.463162 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.394637 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.556942 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.440596 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.457857 \\ +96 & 1849 & 745 & 2 & 10319 & 0.447364 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.511613 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.417562 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.437189 & 0.367128 & 0.325539 & 0.416404 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.412081 & NaN & 0.419880 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.466175 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.517720 \\ +181 & 1849 & 756 & 2 & 110319 & 0.419474 & 0.411305 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 0.365677 & 0.513369 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 0.373914 & 0.482991 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 0.470760 & 0.420912 & 0.422395 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NaN & 0.448690 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.420995 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.571544 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.347588 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.411624 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.448377 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.459337 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.546718 \\ +207 & 1849 & 806 & 3 & 280219 & 0.446050 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.467013 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.385781 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.425404 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.381568 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.421320 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 0.465941 & NaN & 0.486986 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.469558 & NaN \\ +444 & 1849 & 815 & 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+216,1849,933,7,280219,-0.1402696383199849,,, +301,1849,934,7,280219,,-0.3547278702603791,, +302,1849,935,7,280219,,-0.2469849842344197,, +303,1849,936,7,280219,,-0.15823028409822432,, +451,1849,938,7,280219,,,-0.16753948163303026, +558,1849,940,7,280219,,,,-0.15671643331428414 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_gridness.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_gridness.tex new file mode 100644 index 000000000..c13e6ac83 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_gridness.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.145272 & NaN & 0.178135 & -0.043238 \\ +0 & 1833 & 1 & 0 & 260619 & -0.258936 & NaN & -0.096550 & -0.497661 \\ +6 & 1833 & 2 & 0 & 10719 & 0.504094 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.283821 & 0.076701 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & -0.346167 & -0.486876 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.110713 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & -0.227136 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & -0.109821 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.190561 & -0.257128 & -0.230030 & -0.047517 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.000602 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.425437 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & -0.100432 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & -0.310607 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & -0.290807 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & -0.877740 \\ +92 & 1833 & 21 & 0 & 120619 & -0.554196 & -0.560750 & -0.724879 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & -0.243298 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & -0.498184 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & -0.051258 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.077377 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & -0.259000 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & -0.083238 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & -0.010744 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & -0.251294 & NaN & -0.223217 & -0.194212 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & -0.358050 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & -0.253791 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & -0.047618 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & -0.315521 \\ +93 & 1833 & 72 & 1 & 120619 & -0.328024 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & -0.173961 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & -0.434031 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & -0.368079 & -0.424742 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.039747 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.133482 & 0.016680 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & -0.472374 \\ +51 & 1833 & 87 & 1 & 290519 & 0.083000 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & -0.391518 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.144481 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & -0.173064 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & -0.565742 \\ +190 & 1833 & 96 & 2 & 20719 & 0.616886 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & -0.380261 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.299294 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.215533 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & -0.629264 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & -0.220751 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & -0.300880 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & -0.145528 \\ +94 & 1833 & 109 & 2 & 120619 & -0.060931 & NaN & -0.489057 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & -0.546920 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & -0.508505 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & -0.545756 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.122145 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.090213 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & -0.040597 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & -0.272567 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & -0.169873 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & -0.089514 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & -0.394431 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & -0.531888 & NaN & -0.206539 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & -0.554284 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.152858 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & -0.554206 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.171310 \\ +196 & 1833 & 145 & 3 & 200619 & -0.413503 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & -0.254751 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.202633 & -0.225493 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & -0.441292 \\ +52 & 1833 & 156 & 3 & 290519 & -0.244518 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & -0.185210 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & -0.473217 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & -1.135133 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & -0.253988 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & -0.147548 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.521703 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.158280 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & -0.276576 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & -0.245894 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & -0.184195 \\ +53 & 1833 & 178 & 4 & 290519 & -0.221634 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.123661 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.040681 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & -0.425945 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & -0.173495 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & -0.374333 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.083470 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & -0.449068 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & -0.378902 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & -0.258434 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.032879 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & -0.066076 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & -0.160012 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.189717 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & -0.417745 & -0.540726 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & -0.287078 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.176820 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & -0.116451 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & -0.469038 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & -0.589380 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & -0.554814 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & -0.635897 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & -0.447276 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & -0.209019 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & -0.362686 & -0.291277 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & -0.614481 \\ +32 & 1833 & 230 & 6 & 50619 & -0.150121 & -0.129559 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.038968 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.154491 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.174460 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & -0.340462 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & -0.697601 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & -0.679700 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & -0.385910 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.625703 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & -0.287447 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & -0.267322 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & -0.035934 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & -0.352180 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.166162 \\ +2 & 1833 & 264 & 6 & 260619 & -0.497828 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & -0.386188 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.174898 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.132354 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & -0.069932 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & -0.249869 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & -0.410056 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & -0.148779 \\ +56 & 1833 & 276 & 6 & 290519 & -0.286566 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & -0.323437 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & -0.287756 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 0.107642 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & -0.148061 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & -0.522267 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & -0.022371 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & -0.404577 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & -0.510847 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & -0.042930 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & -0.497513 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & -0.716835 \\ +16 & 1833 & 293 & 7 & 10719 & -0.207910 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & -0.476439 & -0.062033 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & -0.208603 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 0.113467 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & -0.833862 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & -0.049736 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & -0.129249 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & -0.381899 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & -0.416137 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & -0.164922 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & -0.511342 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & -0.334770 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & -0.307059 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & -0.638049 \\ +61 & 1833 & 312 & 7 & 290519 & -0.056535 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.066433 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & -0.120394 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & -0.165374 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & -0.485579 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & -0.444581 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & -0.310012 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.163415 \\ +80 & 1834 & 327 & 0 & 10319 & 0.308639 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & -0.081669 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 0.040162 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.738310 & 0.403133 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & -0.447518 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.114546 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & -0.276443 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 0.319046 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & -0.171473 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.742337 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 0.182101 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & -0.620163 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 0.018864 & -0.087617 & -0.316733 & -0.290238 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & -0.624375 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & -0.068254 & -0.206591 & -0.425158 & 0.010476 \\ +123 & 1834 & 346 & 0 & 220319 & -0.339891 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & -0.115455 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & -0.207749 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & -0.694959 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & -0.223506 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & -0.080157 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & -0.058318 & -0.058520 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & -0.553393 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & -0.330973 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & -0.326030 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 0.053632 \\ +83 & 1834 & 363 & 3 & 10319 & -0.427919 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & -0.344647 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 0.049838 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & -0.388143 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & -0.257291 \\ +142 & 1834 & 369 & 3 & 60319 & 0.113267 & NaN & NaN & NaN \\ +143 & 1834 & 370 & 3 & 60319 & -0.129201 & NaN & NaN & NaN \\ +144 & 1834 & 371 & 3 & 60319 & -0.375064 & -0.512738 & -0.532028 & -0.918904 \\ +326 & 1834 & 372 & 3 & 60319 & NaN & -0.475933 & NaN & NaN \\ +612 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 0.175165 \\ +348 & 1834 & 374 & 3 & 110319 & NaN & -0.677973 & NaN & NaN \\ +151 & 1834 & 376 & 3 & 120319 & 0.352570 & 0.036546 & 0.355523 & NaN \\ +239 & 1834 & 377 & 3 & 120319 & NaN & -0.555580 & NaN & NaN \\ +543 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 0.241924 \\ +258 & 1834 & 380 & 3 & 150319 & NaN & -0.351089 & NaN & NaN \\ +426 & 1834 & 382 & 3 & 150319 & NaN & NaN & -0.252814 & NaN \\ +567 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & -0.421813 \\ +124 & 1834 & 384 & 3 & 220319 & 0.008504 & 0.059104 & -0.385317 & -0.174503 \\ +84 & 1834 & 385 & 4 & 10319 & -0.493374 & NaN & NaN & NaN \\ +85 & 1834 & 386 & 4 & 10319 & -0.795488 & NaN & NaN & NaN \\ +306 & 1834 & 387 & 4 & 10319 & NaN & -0.291788 & NaN & NaN \\ +307 & 1834 & 388 & 4 & 10319 & NaN & -0.505905 & NaN & NaN \\ +308 & 1834 & 389 & 4 & 10319 & NaN & -0.563324 & NaN & NaN \\ +309 & 1834 & 390 & 4 & 10319 & NaN & -0.361716 & NaN & NaN \\ +506 & 1834 & 391 & 4 & 10319 & NaN & NaN & -0.837099 & NaN \\ +507 & 1834 & 392 & 4 & 10319 & NaN & NaN & -0.318359 & NaN \\ +508 & 1834 & 393 & 4 & 10319 & NaN & NaN & 0.187906 & NaN \\ +485 & 1834 & 399 & 4 & 120319 & NaN & NaN & -0.344670 & NaN \\ +486 & 1834 & 400 & 4 & 120319 & NaN & NaN & -0.446647 & NaN \\ +125 & 1834 & 402 & 4 & 220319 & -0.603620 & -0.651727 & NaN & NaN \\ +488 & 1834 & 404 & 4 & 220319 & NaN & NaN & -0.704193 & -0.866138 \\ +579 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & -0.623095 \\ +580 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & -0.463738 \\ +581 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & -0.451867 \\ +86 & 1834 & 408 & 5 & 10319 & -0.475118 & NaN & NaN & NaN \\ +87 & 1834 & 409 & 5 & 10319 & -0.003095 & NaN & NaN & NaN \\ +310 & 1834 & 410 & 5 & 10319 & NaN & -0.687219 & NaN & NaN \\ +311 & 1834 & 411 & 5 & 10319 & NaN & -0.521069 & -0.329323 & NaN \\ +509 & 1834 & 412 & 5 & 10319 & NaN & NaN & -0.625825 & NaN \\ +592 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & -0.269893 \\ +593 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & -0.268595 \\ +145 & 1834 & 415 & 5 & 60319 & -0.287128 & NaN & NaN & NaN \\ +327 & 1834 & 416 & 5 & 60319 & NaN & -0.217993 & NaN & NaN \\ +328 & 1834 & 417 & 5 & 60319 & NaN & -0.438403 & -0.476624 & -0.638614 \\ +470 & 1834 & 418 & 5 & 60319 & NaN & NaN & -0.752900 & NaN \\ +471 & 1834 & 419 & 5 & 60319 & NaN & NaN & -0.419223 & NaN \\ +70 & 1834 & 420 & 5 & 110319 & 0.002259 & NaN & NaN & NaN \\ +614 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & -0.662932 \\ +71 & 1834 & 422 & 5 & 110319 & -0.689718 & NaN & NaN & NaN \\ +72 & 1834 & 423 & 5 & 110319 & -0.254392 & -0.484664 & NaN & NaN \\ +349 & 1834 & 424 & 5 & 110319 & NaN & 0.096220 & NaN & NaN \\ +350 & 1834 & 425 & 5 & 110319 & NaN & -0.389462 & NaN & NaN \\ +152 & 1834 & 428 & 5 & 120319 & -0.714317 & -0.827101 & -0.604724 & -0.395343 \\ +487 & 1834 & 429 & 5 & 120319 & NaN & NaN & -0.370828 & NaN \\ +544 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & -0.416118 \\ +545 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & -0.732017 \\ +33 & 1834 & 432 & 5 & 150319 & -0.629759 & NaN & NaN & NaN \\ +34 & 1834 & 433 & 5 & 150319 & -0.345131 & NaN & NaN & NaN \\ +35 & 1834 & 434 & 5 & 150319 & -0.276309 & NaN & NaN & NaN \\ +36 & 1834 & 435 & 5 & 150319 & -0.633955 & NaN & NaN & NaN \\ +259 & 1834 & 436 & 5 & 150319 & NaN & -0.281312 & NaN & NaN \\ +427 & 1834 & 437 & 5 & 150319 & NaN & NaN & 0.122016 & -0.364064 \\ +428 & 1834 & 438 & 5 & 150319 & NaN & NaN & -0.280010 & NaN \\ +568 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & -0.696664 \\ +569 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & -0.726745 \\ +570 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & -0.368485 \\ +571 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & -0.499824 \\ +572 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & -0.344343 \\ +126 & 1834 & 444 & 5 & 220319 & 0.144958 & NaN & NaN & NaN \\ +88 & 1834 & 445 & 6 & 10319 & -0.379414 & NaN & NaN & NaN \\ +89 & 1834 & 446 & 6 & 10319 & -0.561639 & -0.701988 & NaN & NaN \\ +312 & 1834 & 447 & 6 & 10319 & NaN & -0.457039 & NaN & NaN \\ +313 & 1834 & 448 & 6 & 10319 & NaN & -0.537676 & NaN & NaN \\ +510 & 1834 & 449 & 6 & 10319 & NaN & NaN & -0.677637 & -0.462703 \\ +511 & 1834 & 450 & 6 & 10319 & NaN & NaN & -0.458330 & -0.563179 \\ +594 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & -0.120881 \\ +329 & 1834 & 452 & 6 & 60319 & NaN & -0.470979 & -0.122041 & NaN \\ +330 & 1834 & 453 & 6 & 60319 & NaN & -0.337065 & -0.334123 & NaN \\ +331 & 1834 & 454 & 6 & 60319 & NaN & -0.453202 & NaN & NaN \\ +332 & 1834 & 455 & 6 & 60319 & NaN & -0.504810 & 0.057662 & -0.382309 \\ +472 & 1834 & 456 & 6 & 60319 & NaN & NaN & -0.643811 & NaN \\ 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479 & 6 & 220319 & -0.032685 & NaN & NaN & NaN \\ +130 & 1834 & 480 & 6 & 220319 & -0.481936 & NaN & NaN & NaN \\ +131 & 1834 & 481 & 6 & 220319 & -0.340228 & NaN & NaN & NaN \\ +228 & 1834 & 483 & 6 & 220319 & NaN & 0.248548 & NaN & NaN \\ +229 & 1834 & 484 & 6 & 220319 & NaN & -0.405163 & NaN & NaN \\ +230 & 1834 & 485 & 6 & 220319 & NaN & -0.505999 & NaN & NaN \\ +231 & 1834 & 486 & 6 & 220319 & NaN & -0.509362 & NaN & NaN \\ +489 & 1834 & 487 & 6 & 220319 & NaN & NaN & -0.286315 & -0.593038 \\ +490 & 1834 & 488 & 6 & 220319 & NaN & NaN & -0.388271 & -0.401590 \\ +491 & 1834 & 489 & 6 & 220319 & NaN & NaN & -0.323943 & -0.417062 \\ +90 & 1834 & 490 & 7 & 10319 & -0.265730 & NaN & NaN & NaN \\ +91 & 1834 & 491 & 7 & 10319 & -0.034019 & NaN & NaN & NaN \\ +314 & 1834 & 492 & 7 & 10319 & NaN & -0.110956 & NaN & NaN \\ +315 & 1834 & 493 & 7 & 10319 & NaN & -0.566615 & NaN & NaN \\ +316 & 1834 & 494 & 7 & 10319 & NaN & -0.554132 & NaN & NaN \\ +317 & 1834 & 495 & 7 & 10319 & NaN & -0.693529 & NaN & NaN \\ +318 & 1834 & 496 & 7 & 10319 & NaN & -0.209183 & NaN & NaN \\ +512 & 1834 & 497 & 7 & 10319 & NaN & NaN & -0.438151 & -0.640483 \\ +513 & 1834 & 498 & 7 & 10319 & NaN & NaN & -0.367015 & NaN \\ +514 & 1834 & 499 & 7 & 10319 & NaN & NaN & -0.452281 & -0.716128 \\ +595 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & -0.391549 \\ +596 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & -0.801403 \\ +147 & 1834 & 502 & 7 & 60319 & -0.136887 & NaN & NaN & NaN \\ +148 & 1834 & 503 & 7 & 60319 & -0.389505 & NaN & NaN & NaN \\ +333 & 1834 & 504 & 7 & 60319 & NaN & -0.641633 & NaN & NaN \\ +334 & 1834 & 505 & 7 & 60319 & NaN & -0.615225 & -0.027299 & NaN \\ +335 & 1834 & 506 & 7 & 60319 & NaN & -0.281295 & -0.223835 & 0.140892 \\ +336 & 1834 & 507 & 7 & 60319 & NaN & -0.418117 & -0.443424 & -0.125689 \\ +337 & 1834 & 508 & 7 & 60319 & NaN & -0.551439 & -0.643212 & -0.208518 \\ +473 & 1834 & 509 & 7 & 60319 & NaN & NaN & -0.031478 & NaN \\ +617 & 1834 & 510 & 7 & 60319 & NaN & 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-0.866031 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & -0.585846 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & -0.383327 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & -0.815721 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & -0.634747 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & -0.358536 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & -0.469833 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & -0.406047 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & -0.225675 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & -0.397657 & -0.457022 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & -0.462762 & NaN & NaN \\ +44 & 1839 & 580 & 1 & 290519 & -0.448126 & NaN & NaN & NaN \\ +516 & 1839 & 581 & 2 & 120619 & NaN & NaN & -0.627206 & NaN \\ +517 & 1839 & 582 & 3 & 120619 & NaN & NaN & -0.162981 & NaN \\ +532 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & -0.219062 \\ +66 & 1839 & 584 & 3 & 200619 & -0.161871 & NaN & NaN & NaN \\ +391 & 1839 & 585 & 3 & 200619 & NaN & -0.679238 & NaN & NaN \\ +156 & 1839 & 586 & 4 & 60619 & -0.813976 & NaN & NaN & NaN \\ +217 & 1839 & 587 & 4 & 60619 & NaN & -0.234386 & NaN & NaN \\ +459 & 1839 & 588 & 4 & 60619 & NaN & NaN & 0.061976 & NaN \\ +635 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & -0.389235 \\ +386 & 1839 & 590 & 4 & 120619 & NaN & -0.101117 & NaN & NaN \\ +518 & 1839 & 591 & 4 & 120619 & NaN & NaN & -0.091720 & NaN \\ +519 & 1839 & 592 & 4 & 120619 & NaN & NaN & -0.249137 & NaN \\ +533 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.076280 \\ +534 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & -0.281935 \\ +535 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & -0.236529 \\ +536 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & -0.198806 \\ +67 & 1839 & 597 & 4 & 200619 & -0.097482 & NaN & NaN & NaN \\ +392 & 1839 & 598 & 4 & 200619 & NaN & -0.386542 & NaN & NaN \\ +393 & 1839 & 599 & 4 & 200619 & NaN & -0.263753 & NaN & NaN \\ +394 & 1839 & 600 & 4 & 200619 & NaN & -0.133601 & NaN & NaN \\ +45 & 1839 & 601 & 4 & 290519 & -0.408409 & NaN & NaN & NaN \\ +46 & 1839 & 602 & 4 & 290519 & -0.078817 & -0.090090 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & -0.251254 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & -0.056032 & NaN & -0.116546 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.160646 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.242949 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & -0.172501 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & -0.332241 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & -0.530493 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & -0.083149 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & -0.436603 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & -0.532325 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & -0.070380 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.042573 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 0.275104 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & -0.098546 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & -0.332397 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.019414 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & -0.112511 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & -0.080891 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & -0.166584 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & -0.255129 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & -0.405768 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & -0.266263 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & -0.525810 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & -0.091262 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & -0.362630 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & -0.257053 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & -0.456667 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & -0.487650 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & -0.162348 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 0.177362 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & -0.073791 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & -0.161998 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & -0.436723 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & -0.304787 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 0.122447 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & -0.156813 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 0.089798 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & -0.062439 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & -0.315260 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & -0.357241 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & -0.240248 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & -0.176947 & -0.102902 & 0.023928 & -0.171728 \\ +158 & 1849 & 678 & 0 & 150319 & -0.429654 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & -0.301610 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & -0.448980 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.177838 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & -0.543883 \\ +19 & 1849 & 683 & 0 & 220319 & -0.136818 & NaN & 0.086672 & -0.406703 \\ +197 & 1849 & 685 & 0 & 280219 & -0.446234 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & -0.428483 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & -0.115100 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & -0.177345 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & -0.453000 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & -0.289402 \\ +95 & 1849 & 691 & 1 & 10319 & -0.390571 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & -0.302987 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & -0.215394 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & -0.620462 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & -0.428242 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & -0.466836 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & -0.571614 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & -0.428802 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & -0.083406 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & -0.597067 \\ +174 & 1849 & 709 & 1 & 110319 & -0.488902 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & -0.365441 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & -0.583552 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & -0.693096 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 0.084659 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & -0.068454 & -0.012130 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & -0.444970 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & -0.586536 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & -0.533702 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & -0.363884 & -0.008279 & -0.078418 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & -0.640036 & -0.219616 & -0.467208 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & -0.450143 & -0.421875 & -0.517332 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & -0.222409 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & -0.375254 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & -0.522937 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & -0.673369 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & -0.394398 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & -0.518288 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & -0.338942 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & -0.607389 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & -0.141615 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & -0.512967 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & -0.635256 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & -0.564544 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & -0.625653 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & -0.423727 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & -0.422462 & NaN & -0.555899 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & -0.790027 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & -0.235101 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & -0.526738 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & -0.341775 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & -0.476634 \\ +96 & 1849 & 745 & 2 & 10319 & -0.498765 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & -0.077621 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & -0.290360 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & -0.098297 & -0.451906 & -0.742386 & -0.512765 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & -0.077885 & NaN & -0.527182 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & -0.538569 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & -0.406815 \\ +181 & 1849 & 756 & 2 & 110319 & -0.510866 & -0.244515 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & -0.340584 & -0.389218 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & -0.054578 & -0.739452 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & -0.276712 & -0.391990 & -0.651560 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & -0.894912 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.055488 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & -0.646451 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & -0.417876 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & -0.666794 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & -0.640746 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & -0.426442 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & -0.190023 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.075536 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & -0.405507 \\ +99 & 1849 & 774 & 3 & 10319 & -0.186781 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & -0.198619 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & -0.611297 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & -0.405479 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & -0.427827 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & -0.244771 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & -0.739324 & -0.905776 & -0.703598 & -0.853447 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & -0.323481 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & -0.177743 & -0.158881 & -0.409358 \\ +183 & 1849 & 786 & 3 & 110319 & -0.513852 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.193159 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & -0.467939 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & -0.666834 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & -0.294864 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & -0.538742 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & -0.501930 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & -0.567089 \\ +22 & 1849 & 794 & 3 & 220319 & -0.389169 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & -0.566025 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & -0.410198 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & -0.618064 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & -0.547265 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & -0.551297 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & -0.605979 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & -0.454063 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & -0.266880 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & -0.447258 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & -0.297430 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & -0.659833 \\ +207 & 1849 & 806 & 3 & 280219 & -0.223358 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & -0.377681 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & -0.641548 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.316810 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & -0.544304 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & -0.136538 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & -0.543937 & NaN & -0.749414 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & -0.178693 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & -0.257142 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & -0.419304 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & -0.443873 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & -0.442541 \\ +116 & 1849 & 820 & 4 & 60319 & -0.316400 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & -0.719242 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & -0.113353 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & -0.536278 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & -0.742574 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & -0.024881 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & -0.379771 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & -0.207434 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & -0.399438 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & -0.007234 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & -0.315949 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & -0.315309 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & -0.151820 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & -0.477027 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & -0.300723 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & -0.390446 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & -0.335485 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & -0.368549 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & -0.083264 & -0.178653 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & -0.262467 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & -0.022151 \\ +184 & 1849 & 857 & 5 & 110319 & -0.386893 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & -0.537606 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & -0.541389 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & -0.192108 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & -0.501289 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & -0.566040 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & -0.136442 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 0.087133 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & -0.523304 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & -0.691885 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & -0.451110 & -0.681026 & -0.489406 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & -0.192227 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & -0.303603 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & -0.322198 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & -0.587523 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & -0.369007 \\ +29 & 1849 & 874 & 5 & 220319 & -0.516259 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & -0.215136 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & -0.231830 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & -0.437684 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & -0.542224 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & -0.325597 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & -0.158752 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & -0.516638 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & -0.391840 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & -0.816588 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & -0.200772 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & -0.018499 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & -0.219244 \\ +210 & 1849 & 887 & 5 & 280219 & -0.643767 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & -0.567871 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & -0.436545 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & -0.925595 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & -0.457020 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & -0.205901 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & -0.083603 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.106814 \\ +211 & 1849 & 903 & 6 & 280219 & -0.914270 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & -0.465540 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & -0.366799 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & -0.755193 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & -0.828050 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & -0.447026 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & -0.186652 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.048954 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & -0.133815 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & -0.512678 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & -0.208414 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & -0.574203 \\ +106 & 1849 & 918 & 7 & 10319 & -0.202128 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & -0.261443 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & -0.410420 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & -0.271290 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & -0.539596 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & -0.669098 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & -0.486811 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & -0.247477 \\ +172 & 1849 & 930 & 7 & 150319 & -0.363547 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & -0.434409 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & -0.140270 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & -0.354728 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & -0.246985 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & -0.158230 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & -0.167539 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & -0.156716 \\ +\bottomrule +\end{tabular} diff --git 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+345,1849,925,7,60319,,0.0869561734640664,, +346,1849,926,7,60319,,0.13471634359566645,, +424,1849,928,7,60319,,,0.12836995655164324, +603,1849,929,7,60319,,,,0.08261250402569266 +172,1849,930,7,150319,0.019651310628445842,,, +215,1849,931,7,280219,0.017207742358261457,,, +216,1849,933,7,280219,0.04024286374404146,,, +301,1849,934,7,280219,,0.2752060364345353,, +302,1849,935,7,280219,,0.11830384979851148,, +303,1849,936,7,280219,,0.020209068407031704,, +451,1849,938,7,280219,,,0.012813899122564006, +558,1849,940,7,280219,,,,0.19453956047026413 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_head_mean_vec_len.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_head_mean_vec_len.tex new file mode 100644 index 000000000..6f1a70698 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_head_mean_vec_len.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.040892 & NaN & 0.064459 & 0.005773 \\ +0 & 1833 & 1 & 0 & 260619 & 0.055993 & NaN & 0.025147 & 0.024453 \\ +6 & 1833 & 2 & 0 & 10719 & 0.244665 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.054030 & 0.033623 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.135391 & 0.024729 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.019649 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.026947 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.044170 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.023060 & 0.053173 & 0.045032 & 0.079823 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.048526 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.134808 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.035411 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.059389 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.075692 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.099937 \\ +92 & 1833 & 21 & 0 & 120619 & 0.212888 & 0.219532 & 0.197090 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.102576 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.320936 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.066141 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.054670 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.131136 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.035905 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.047381 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.060904 & NaN & 0.062794 & 0.034657 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.276437 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.048294 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.029186 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.020393 \\ +93 & 1833 & 72 & 1 & 120619 & 0.050726 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.026631 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.025369 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.023519 & 0.073664 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.054545 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.083142 & 0.035950 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.042205 \\ +51 & 1833 & 87 & 1 & 290519 & 0.176769 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.126797 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.161234 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.071563 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.033882 \\ +190 & 1833 & 96 & 2 & 20719 & 0.036642 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.043725 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.031584 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.214773 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.014856 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.006841 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.186757 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.052727 \\ +94 & 1833 & 109 & 2 & 120619 & 0.013918 & NaN & 0.023354 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.122549 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.068697 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.032859 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.032531 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.088150 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.266342 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.219384 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.109109 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.561476 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.058523 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.112497 & NaN & 0.069751 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.050881 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.109585 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.086640 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.100754 \\ +196 & 1833 & 145 & 3 & 200619 & 0.087787 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.056320 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.080423 & 0.065417 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.020529 \\ +52 & 1833 & 156 & 3 & 290519 & 0.653856 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 0.093175 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.061819 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 0.051754 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.117099 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.069076 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.021901 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.039350 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.345193 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.023775 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.094001 \\ +53 & 1833 & 178 & 4 & 290519 & 0.265272 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.092116 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.081769 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.268111 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.032061 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.013655 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.058601 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.127096 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.053651 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.036283 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.206020 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.489417 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 0.116420 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.173648 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.049203 & 0.078937 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.130812 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.103624 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 0.078429 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 0.066159 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 0.149495 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 0.062715 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 0.034713 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 0.039507 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.035118 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.050445 & 0.026803 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.036313 \\ +32 & 1833 & 230 & 6 & 50619 & 0.171575 & 0.067552 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.100875 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.045155 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.049572 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 0.027411 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.115338 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.001440 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.020491 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.106757 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 0.047365 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 0.088194 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.043503 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.062212 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.051629 \\ +2 & 1833 & 264 & 6 & 260619 & 0.056571 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 0.100707 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.100897 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.047096 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 0.036126 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.064828 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.070891 \\ +623 & 1833 & 273 & 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& NaN & NaN & 0.066871 \\ +19 & 1849 & 683 & 0 & 220319 & 0.010653 & NaN & 0.057725 & 0.053899 \\ +197 & 1849 & 685 & 0 & 280219 & 0.022325 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 0.032789 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.038296 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.064506 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.019375 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.033930 \\ +95 & 1849 & 691 & 1 & 10319 & 0.019220 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.382972 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.181371 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 0.080896 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 0.069807 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.040874 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.124731 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.101911 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.053810 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.063739 \\ +174 & 1849 & 709 & 1 & 110319 & 0.086199 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 0.055984 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 0.117535 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 0.113995 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 0.029931 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 0.093861 & 0.051931 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 0.040793 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.223013 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.043052 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 0.043744 & 0.031958 & 0.053487 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.145183 & 0.134654 & 0.088517 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.019904 & 0.013355 & 0.018989 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.020104 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.118342 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.019037 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.047121 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.048017 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.081024 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.073882 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.036597 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.061755 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.114637 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 0.033379 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.093230 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.055355 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.119992 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.218009 & NaN & 0.204653 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 0.052453 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.059094 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.089710 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.018292 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.082675 \\ +96 & 1849 & 745 & 2 & 10319 & 0.029920 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.127336 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.024940 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.032157 & 0.005696 & 0.022313 & 0.039298 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.041045 & NaN & 0.058419 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.100085 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.004799 \\ +181 & 1849 & 756 & 2 & 110319 & 0.039787 & 0.021564 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 0.010225 & 0.121460 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 0.040357 & 0.034690 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 0.123912 & 0.178131 & 0.081386 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.009203 \\ 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& 0.046048 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 0.075826 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 0.029803 & 0.025693 & 0.045961 \\ +183 & 1849 & 786 & 3 & 110319 & 0.051357 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.004091 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 0.018075 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 0.034475 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 0.014263 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 0.115580 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.060084 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.056755 \\ +22 & 1849 & 794 & 3 & 220319 & 0.066883 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 0.063041 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.019639 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.042340 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 0.022982 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.023764 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.118985 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.035910 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.086379 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.084396 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.073514 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.225269 \\ +207 & 1849 & 806 & 3 & 280219 & 0.081769 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.031384 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.047388 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.028324 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.026998 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.048266 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 0.112130 & NaN & 0.043295 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.070410 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.046974 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.080560 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.030458 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.022703 \\ +116 & 1849 & 820 & 4 & 60319 & 0.068019 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 0.024000 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.036680 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 0.049129 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 0.026110 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 0.028529 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 0.005130 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.262657 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.123733 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.206510 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 0.077500 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 0.014013 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.133272 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.019635 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.125441 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.088645 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 0.046225 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 0.023966 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 0.039223 & 0.028951 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 0.120337 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.016594 \\ +184 & 1849 & 857 & 5 & 110319 & 0.033903 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 0.085153 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 0.107036 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 0.054849 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 0.062692 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 0.064190 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.215767 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 0.058931 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 0.048447 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 0.021454 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 0.072359 & 0.058941 & 0.054803 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 0.011224 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 0.028421 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.123516 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.038802 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.035011 \\ +29 & 1849 & 874 & 5 & 220319 & 0.067414 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 0.039698 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 0.047319 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 0.027425 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.032814 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.039017 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.053492 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.017138 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.099051 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.075317 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.035251 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.054959 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.029275 \\ +210 & 1849 & 887 & 5 & 280219 & 0.029326 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.057388 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.015217 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.065638 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.006328 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.144673 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.049095 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.162849 \\ +211 & 1849 & 903 & 6 & 280219 & 0.319158 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.269179 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.044293 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 0.085184 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 0.034036 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.111783 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.110750 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.071806 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.102639 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.023770 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.017693 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.040300 \\ +106 & 1849 & 918 & 7 & 10319 & 0.040291 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 0.052470 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 0.035922 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 0.212968 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 0.086956 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 0.134716 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.128370 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.082613 \\ +172 & 1849 & 930 & 7 & 150319 & 0.019651 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.017208 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.040243 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.275206 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 0.118304 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.020209 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.012814 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.194540 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_in_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_in_field_mean_rate.csv new file mode 100644 index 000000000..2fdf95641 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_in_field_mean_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,21.990202193723693,,14.883204717073136,13.36910054847591 +0,1833,1,0,260619,5.567810924281851,,3.0091984794403803,8.296788501939014 +6,1833,2,0,10719,1.2309703666597558,,, +7,1833,3,0,10719,8.594503311967923,6.9496371307961375,, +8,1833,4,0,10719,4.153442829021254,3.376846302152208,, +403,1833,6,0,10719,,11.047877371538815,, +404,1833,7,0,10719,,6.5708156541149325,, +188,1833,9,0,20719,1.8042455340523096,,, +189,1833,10,0,20719,18.281079754320704,15.773887433482214,17.071374667167685,16.991008400714186 +359,1833,12,0,20719,,27.44655112891664,, +474,1833,15,0,20719,,,0.4395866892334791, +475,1833,16,0,20719,,,1.7125426630404277, +476,1833,17,0,20719,,,0.3100618401560937, +559,1833,18,0,20719,,,,21.44932324052454 +639,1833,20,0,60619,,,,3.826243208309039 +92,1833,21,0,120619,3.458622462700005,3.467607117555797,4.239752994401133, +369,1833,24,0,200619,,14.78895190760282,, 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+502,1849,882,5,220319,,,18.84872671994673, +652,1849,883,5,220319,,,,21.606665552346676 +653,1849,884,5,220319,,,,27.74920462799841 +654,1849,885,5,220319,,,,34.76199350736067 +655,1849,886,5,220319,,,,41.904909698706156 +210,1849,887,5,280219,20.52986229206112,,, +298,1849,888,5,280219,,30.643937266350928,, +446,1849,889,5,280219,,,29.774910844885675, +104,1849,892,6,10319,21.875610091410643,,, +105,1849,894,6,10319,35.499906224873314,,, +119,1849,900,6,60319,4.325818115390058,,, +601,1849,901,6,60319,,,,12.848120274712098 +602,1849,902,6,60319,,,,1.1924744389365294 +211,1849,903,6,280219,15.415425247795365,,, +212,1849,904,6,280219,1.0947732378832506,,, +213,1849,905,6,280219,24.176139737657923,,, +214,1849,906,6,280219,31.134270421724576,,, +299,1849,909,6,280219,,39.23501396328476,, +300,1849,910,6,280219,,30.012471095679683,, +447,1849,912,6,280219,,,0.7590055898359085, +448,1849,913,6,280219,,,18.847405762822344, +449,1849,914,6,280219,,,8.960699623077671, +450,1849,915,6,280219,,,30.621662656758343, +555,1849,916,6,280219,,,,18.858098186392 +556,1849,917,6,280219,,,,33.99480601490939 +106,1849,918,7,10319,28.540815125858327,,, +120,1849,922,7,60319,26.596169765761672,,, +121,1849,923,7,60319,15.979095210661269,,, +344,1849,924,7,60319,,12.716936112996649,, +345,1849,925,7,60319,,25.952479209164945,, +346,1849,926,7,60319,,4.317997200964384,, +424,1849,928,7,60319,,,11.857216573193874, +603,1849,929,7,60319,,,,27.859954936572265 +172,1849,930,7,150319,7.7830343723118,,, +215,1849,931,7,280219,21.505906809871167,,, +216,1849,933,7,280219,12.80581818684909,,, +301,1849,934,7,280219,,0.2570118670416107,, +302,1849,935,7,280219,,4.519744546089012,, +303,1849,936,7,280219,,19.553336223092717,, +451,1849,938,7,280219,,,18.63889686130485, +558,1849,940,7,280219,,,,9.78638987757158 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_in_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_in_field_mean_rate.tex new file mode 100644 index 000000000..337e7912c --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_in_field_mean_rate.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 21.990202 & NaN & 14.883205 & 13.369101 \\ +0 & 1833 & 1 & 0 & 260619 & 5.567811 & NaN & 3.009198 & 8.296789 \\ +6 & 1833 & 2 & 0 & 10719 & 1.230970 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 8.594503 & 6.949637 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 4.153443 & 3.376846 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 11.047877 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 6.570816 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 1.804246 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 18.281080 & 15.773887 & 17.071375 & 16.991008 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 27.446551 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.439587 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.712543 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.310062 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 21.449323 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 3.826243 \\ +92 & 1833 & 21 & 0 & 120619 & 3.458622 & 3.467607 & 4.239753 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 14.788952 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 3.688171 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.698282 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 10.266092 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 6.631445 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 8.621683 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 13.583278 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 9.818861 & NaN & 22.761562 & 24.180543 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 3.267705 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 26.495372 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 22.415634 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 22.439247 \\ +93 & 1833 & 72 & 1 & 120619 & 25.400819 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 29.049224 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 22.025521 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 23.110148 & 24.016874 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 38.054479 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 38.216299 & 34.954372 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 6.409548 \\ +51 & 1833 & 87 & 1 & 290519 & 15.027531 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 3.779829 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 12.290092 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 19.557773 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 23.098155 \\ +190 & 1833 & 96 & 2 & 20719 & 33.511566 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.832523 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 31.926074 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.237117 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 4.101484 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 41.389146 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.819115 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 42.600347 \\ +94 & 1833 & 109 & 2 & 120619 & 23.422265 & NaN & 40.128711 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 4.621850 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 13.793434 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 23.007707 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 11.519903 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 28.075745 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.611917 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.331917 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.317131 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.067335 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 9.080420 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 3.528652 & NaN & 5.619160 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 10.455395 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 19.403451 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 9.706094 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 4.704907 \\ +196 & 1833 & 145 & 3 & 200619 & 6.127490 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 23.948591 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 11.915293 & 7.497133 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 18.475258 \\ +52 & 1833 & 156 & 3 & 290519 & 1.119355 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 7.193840 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 11.093651 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 25.106212 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 7.974203 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 1.392802 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 4.989893 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 2.770970 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.295145 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 14.585912 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 5.855794 \\ +53 & 1833 & 178 & 4 & 290519 & 7.063953 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 18.347142 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 9.635434 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 10.203676 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 29.377909 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 31.639384 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 8.653596 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 1.282485 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 27.031142 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 24.281928 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 7.263225 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.829925 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 6.564684 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 4.476337 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 21.193969 & 11.382473 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 13.228047 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 24.202284 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 12.373550 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 22.531396 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 4.109134 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 39.523936 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 30.911920 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 30.018256 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 15.644386 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 30.700265 & 30.892142 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 18.321633 \\ +32 & 1833 & 230 & 6 & 50619 & 2.571621 & 3.705289 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 14.731435 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 24.591616 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 12.915860 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 18.904990 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 1.929310 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 19.575505 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 3.331728 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 34.830345 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 20.179540 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 4.405519 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 8.019430 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 31.065674 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 20.354642 \\ +2 & 1833 & 264 & 6 & 260619 & 27.844611 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 14.601637 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 8.292755 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 7.682953 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 2.534145 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 9.926631 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 13.947628 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 5.994087 \\ +56 & 1833 & 276 & 6 & 290519 & 6.051298 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 18.657256 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 1.659284 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 12.270000 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 2.178415 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 21.621368 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 4.968890 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 3.074449 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 5.361016 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 20.791111 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 22.938818 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 14.032875 \\ +16 & 1833 & 293 & 7 & 10719 & 0.618628 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 11.862406 & 11.298971 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 14.437567 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 5.211674 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 2.487996 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 14.310167 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 19.518006 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 21.455584 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 1.430867 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 2.126170 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 18.506255 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 3.393898 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.307859 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 13.116159 \\ +61 & 1833 & 312 & 7 & 290519 & 6.765768 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.876836 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 1.387215 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 1.054181 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 8.735556 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 12.066210 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 19.122812 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 11.101583 \\ +80 & 1834 & 327 & 0 & 10319 & 41.115568 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 3.788964 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 18.518202 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 39.458068 & 30.073830 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 1.434215 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 1.106315 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 1.614256 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 2.794602 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 1.349894 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 39.925579 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 2.281989 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 25.681658 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 25.779221 & 28.765889 & 28.942539 & 30.855877 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 27.806939 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 7.988159 & 24.056595 & 20.716061 & 27.239510 \\ +123 & 1834 & 346 & 0 & 220319 & 23.405223 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 17.023531 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & 3.805178 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.873618 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 3.349345 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & 9.929635 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & 8.594074 & 15.437716 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & 11.411328 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & 3.325796 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & 2.385179 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 28.514151 \\ +83 & 1834 & 363 & 3 & 10319 & 22.463093 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 3.121848 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 34.668515 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 15.086772 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 17.239419 \\ +142 & 1834 & 369 & 3 & 60319 & 12.963540 & NaN & NaN & NaN \\ +143 & 1834 & 370 & 3 & 60319 & 7.887968 & NaN & NaN & NaN \\ +144 & 1834 & 371 & 3 & 60319 & 15.554584 & 30.934938 & 25.983886 & 24.802766 \\ +326 & 1834 & 372 & 3 & 60319 & NaN & 5.734476 & NaN & NaN \\ +612 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 3.518817 \\ +348 & 1834 & 374 & 3 & 110319 & NaN & 24.859469 & NaN & NaN \\ +151 & 1834 & 376 & 3 & 120319 & 38.289713 & 42.686904 & 43.351629 & NaN \\ +239 & 1834 & 377 & 3 & 120319 & NaN & 17.569216 & NaN & NaN \\ +543 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 42.346574 \\ +258 & 1834 & 380 & 3 & 150319 & NaN & 20.155081 & NaN & NaN \\ +426 & 1834 & 382 & 3 & 150319 & NaN & NaN & 17.926469 & NaN \\ +567 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 16.930129 \\ +124 & 1834 & 384 & 3 & 220319 & 26.295053 & 23.868747 & 22.801594 & 20.607144 \\ +84 & 1834 & 385 & 4 & 10319 & 18.564480 & NaN & NaN & NaN \\ +85 & 1834 & 386 & 4 & 10319 & 11.486399 & NaN & NaN & NaN \\ +306 & 1834 & 387 & 4 & 10319 & NaN & 2.988890 & NaN & NaN \\ +307 & 1834 & 388 & 4 & 10319 & NaN & 10.358083 & NaN & NaN \\ +308 & 1834 & 389 & 4 & 10319 & NaN & 7.150004 & NaN & NaN \\ +309 & 1834 & 390 & 4 & 10319 & NaN & 19.548735 & NaN & NaN \\ +506 & 1834 & 391 & 4 & 10319 & NaN & NaN & 6.117960 & NaN \\ +507 & 1834 & 392 & 4 & 10319 & NaN & NaN & 4.026065 & NaN \\ +508 & 1834 & 393 & 4 & 10319 & NaN & NaN & 3.365512 & NaN \\ +485 & 1834 & 399 & 4 & 120319 & NaN & NaN & 0.683127 & NaN \\ +486 & 1834 & 400 & 4 & 120319 & NaN & NaN & 6.752857 & NaN \\ +125 & 1834 & 402 & 4 & 220319 & 16.418834 & 6.102082 & NaN & NaN \\ +488 & 1834 & 404 & 4 & 220319 & NaN & NaN & 23.811799 & 13.534078 \\ +579 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 3.720205 \\ +580 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 6.760296 \\ +581 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 26.321037 \\ +86 & 1834 & 408 & 5 & 10319 & 30.691277 & NaN & NaN & NaN \\ +87 & 1834 & 409 & 5 & 10319 & 32.929827 & NaN & NaN & NaN \\ +310 & 1834 & 410 & 5 & 10319 & NaN & 26.108582 & NaN & NaN \\ +311 & 1834 & 411 & 5 & 10319 & NaN & 18.218253 & 14.417770 & NaN \\ +509 & 1834 & 412 & 5 & 10319 & NaN & NaN & 29.602141 & NaN \\ +592 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 39.952369 \\ +593 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 31.267721 \\ +145 & 1834 & 415 & 5 & 60319 & 35.298942 & NaN & NaN & NaN \\ +327 & 1834 & 416 & 5 & 60319 & NaN & 41.470708 & NaN & NaN \\ +328 & 1834 & 417 & 5 & 60319 & NaN & 30.296108 & 23.798715 & 15.744755 \\ +470 & 1834 & 418 & 5 & 60319 & NaN & NaN & 43.885697 & NaN \\ +471 & 1834 & 419 & 5 & 60319 & NaN & NaN & 27.731601 & NaN \\ +70 & 1834 & 420 & 5 & 110319 & 11.167027 & NaN & NaN & NaN \\ +614 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 27.680796 \\ +71 & 1834 & 422 & 5 & 110319 & 38.638135 & NaN & NaN & NaN \\ +72 & 1834 & 423 & 5 & 110319 & 12.408145 & 11.906969 & NaN & NaN \\ +349 & 1834 & 424 & 5 & 110319 & NaN & 28.698096 & NaN & NaN \\ +350 & 1834 & 425 & 5 & 110319 & NaN & 27.383946 & NaN & NaN \\ +152 & 1834 & 428 & 5 & 120319 & 21.265036 & 36.812644 & 16.967035 & 19.555615 \\ +487 & 1834 & 429 & 5 & 120319 & NaN & NaN & 24.957467 & NaN \\ +544 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 11.404415 \\ +545 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 8.826036 \\ +33 & 1834 & 432 & 5 & 150319 & 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& 448 & 6 & 10319 & NaN & 0.916686 & NaN & NaN \\ +510 & 1834 & 449 & 6 & 10319 & NaN & NaN & 28.710161 & 30.344158 \\ +511 & 1834 & 450 & 6 & 10319 & NaN & NaN & 25.214006 & 21.457565 \\ +594 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 1.506001 \\ +329 & 1834 & 452 & 6 & 60319 & NaN & 40.491857 & 50.051883 & NaN \\ +330 & 1834 & 453 & 6 & 60319 & NaN & 13.311246 & 8.698006 & NaN \\ +331 & 1834 & 454 & 6 & 60319 & NaN & 16.429334 & NaN & NaN \\ +332 & 1834 & 455 & 6 & 60319 & NaN & 9.031416 & 17.537685 & 18.715102 \\ +472 & 1834 & 456 & 6 & 60319 & NaN & NaN & 16.017542 & NaN \\ +615 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 18.875831 \\ +616 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 28.272328 \\ +73 & 1834 & 459 & 6 & 110319 & 17.563694 & NaN & NaN & NaN \\ +74 & 1834 & 460 & 6 & 110319 & 25.899135 & NaN & NaN & NaN \\ +351 & 1834 & 461 & 6 & 110319 & NaN & 21.263933 & NaN & NaN \\ +352 & 1834 & 462 & 6 & 110319 & NaN & 23.275866 & NaN & NaN \\ +353 & 1834 & 464 & 6 & 110319 & 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NaN & NaN \\ +489 & 1834 & 487 & 6 & 220319 & NaN & NaN & 9.784959 & 9.487434 \\ +490 & 1834 & 488 & 6 & 220319 & NaN & NaN & 7.842790 & 7.387571 \\ +491 & 1834 & 489 & 6 & 220319 & NaN & NaN & 24.368663 & 25.345925 \\ +90 & 1834 & 490 & 7 & 10319 & 24.023640 & NaN & NaN & NaN \\ +91 & 1834 & 491 & 7 & 10319 & 25.265215 & NaN & NaN & NaN \\ +314 & 1834 & 492 & 7 & 10319 & NaN & 13.514194 & NaN & NaN \\ +315 & 1834 & 493 & 7 & 10319 & NaN & 14.807212 & NaN & NaN \\ +316 & 1834 & 494 & 7 & 10319 & NaN & 10.130184 & NaN & NaN \\ +317 & 1834 & 495 & 7 & 10319 & NaN & 17.143730 & NaN & NaN \\ +318 & 1834 & 496 & 7 & 10319 & NaN & 26.417275 & NaN & NaN \\ +512 & 1834 & 497 & 7 & 10319 & NaN & NaN & 21.839370 & 33.127682 \\ +513 & 1834 & 498 & 7 & 10319 & NaN & NaN & 21.340463 & NaN \\ +514 & 1834 & 499 & 7 & 10319 & NaN & NaN & 15.675112 & 19.175985 \\ +595 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 5.720015 \\ +596 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 17.266887 \\ +147 & 1834 & 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NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 4.086507 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 5.714062 & 6.513018 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 0.706510 & NaN & NaN \\ +44 & 1839 & 580 & 1 & 290519 & 9.984174 & NaN & NaN & NaN \\ +516 & 1839 & 581 & 2 & 120619 & NaN & NaN & 11.827079 & NaN \\ +517 & 1839 & 582 & 3 & 120619 & NaN & NaN & 1.344981 & NaN \\ +532 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.541990 \\ +66 & 1839 & 584 & 3 & 200619 & 5.546806 & NaN & NaN & NaN \\ +391 & 1839 & 585 & 3 & 200619 & NaN & 1.857939 & NaN & NaN \\ +156 & 1839 & 586 & 4 & 60619 & 14.609564 & NaN & NaN & NaN \\ +217 & 1839 & 587 & 4 & 60619 & NaN & 18.303738 & NaN & NaN \\ +459 & 1839 & 588 & 4 & 60619 & NaN & NaN & 5.169197 & NaN \\ +635 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 4.894557 \\ +386 & 1839 & 590 & 4 & 120619 & NaN & 39.046154 & NaN & NaN \\ +518 & 1839 & 591 & 4 & 120619 & NaN & NaN & 21.511213 & NaN \\ +519 & 1839 & 592 & 4 & 120619 & NaN & NaN & 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& 200619 & NaN & 11.086847 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 1.797375 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 6.109934 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 13.623628 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 15.874531 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 5.608334 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 5.481682 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 3.134171 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 1.680558 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.332545 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 12.604441 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.373136 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 8.424651 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 15.827972 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.446969 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 11.206441 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.948020 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 4.510111 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 5.335265 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 1.379473 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 23.152719 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 17.242606 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 26.843989 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 16.106956 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 14.024533 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 3.049798 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 28.705483 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 7.404695 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 1.113862 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 9.433980 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 15.695409 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 5.747030 & NaN & NaN \\ 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& 220319 & NaN & NaN & 16.828437 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 12.280125 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 7.527037 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 8.169034 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 28.721554 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 5.868394 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 14.291811 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 6.871453 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 4.111316 & NaN & 3.161737 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 26.495908 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 8.033599 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 5.791542 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 5.938414 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 2.436252 \\ +96 & 1849 & 745 & 2 & 10319 & 16.495695 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.383868 & NaN & NaN & NaN \\ +98 & 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& 17.114636 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 11.505621 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 23.935183 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 6.473126 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 23.178465 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 19.465404 \\ +22 & 1849 & 794 & 3 & 220319 & 9.668741 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 12.052237 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 28.514290 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 1.378722 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 20.289100 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 15.785051 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 9.046829 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 24.453203 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 16.916609 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 16.305218 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 36.386008 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 1.705725 \\ +207 & 1849 & 806 & 3 & 280219 & 6.179794 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 16.498006 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 24.030433 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 20.893331 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 20.435792 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 9.789167 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 9.323834 & NaN & 12.024553 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 12.583350 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 18.155629 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 9.283937 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 23.610233 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 21.561110 \\ +116 & 1849 & 820 & 4 & 60319 & 21.276596 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 34.040059 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 27.149220 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 32.722903 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 12.466194 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 6.687339 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 20.533685 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 1.361201 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 1.394824 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 1.804847 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 9.176012 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 18.233738 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 2.228809 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 9.455433 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.833919 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.613901 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 26.060853 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 18.924955 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 33.994309 & 39.784826 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 2.117930 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 48.585633 \\ +184 & 1849 & 857 & 5 & 110319 & 23.873723 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 25.428868 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 20.239745 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 29.143028 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 29.948578 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 17.010600 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 1.224100 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 15.311282 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 26.113763 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 15.986612 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 21.687518 & 12.205897 & 28.544672 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 23.642379 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 11.863980 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 10.306089 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 41.755071 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 31.296466 \\ +29 & 1849 & 874 & 5 & 220319 & 11.694917 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 19.846883 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 13.600930 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 15.395012 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 23.152717 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 27.497741 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 23.121785 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 37.873096 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 18.848727 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 21.606666 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 27.749205 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 34.761994 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 41.904910 \\ +210 & 1849 & 887 & 5 & 280219 & 20.529862 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 30.643937 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 29.774911 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 21.875610 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 35.499906 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 4.325818 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 12.848120 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 1.192474 \\ +211 & 1849 & 903 & 6 & 280219 & 15.415425 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 1.094773 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 24.176140 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 31.134270 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 39.235014 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 30.012471 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.759006 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 18.847406 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 8.960700 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 30.621663 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 18.858098 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 33.994806 \\ +106 & 1849 & 918 & 7 & 10319 & 28.540815 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 26.596170 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 15.979095 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 12.716936 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 25.952479 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 4.317997 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 11.857217 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 27.859955 \\ +172 & 1849 & 930 & 7 & 150319 & 7.783034 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 21.505907 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 12.805818 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.257012 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 4.519745 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 19.553336 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 18.638897 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 9.786390 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_information_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_information_rate.csv new file mode 100644 index 000000000..17a884d46 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_information_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,1.0918633750541176,,0.9653938398388592,0.8829825701908655 +0,1833,1,0,260619,0.36814508394544576,,0.14001165528150072,0.3433582580434657 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NaN & 1.037158 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 1.216750 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.176358 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.489691 & 0.437575 & 0.786854 & 0.319408 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.338138 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.047952 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.060995 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.040635 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.852710 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.323129 \\ +92 & 1833 & 21 & 0 & 120619 & 0.373516 & 0.332519 & 0.708682 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.462779 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.124076 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.060060 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.428633 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.950833 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 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& 3 & 290519 & NaN & 0.922161 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.425451 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 2.867364 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.488769 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.392501 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.283012 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.196434 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.066188 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.782229 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.614605 \\ +53 & 1833 & 178 & 4 & 290519 & 1.120108 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.337408 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 1.243326 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.941472 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.925523 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.172976 & NaN & NaN \\ +367 & 1833 & 192 & 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NaN \\ +133 & 1834 & 556 & 7 & 220319 & 1.106741 & NaN & NaN & NaN \\ +134 & 1834 & 557 & 7 & 220319 & 0.755945 & NaN & NaN & NaN \\ +135 & 1834 & 558 & 7 & 220319 & 0.431528 & NaN & NaN & NaN \\ +136 & 1834 & 559 & 7 & 220319 & 0.355218 & NaN & NaN & NaN \\ +232 & 1834 & 560 & 7 & 220319 & NaN & 0.152490 & NaN & NaN \\ +233 & 1834 & 561 & 7 & 220319 & NaN & 1.864346 & 1.931771 & 2.459894 \\ +234 & 1834 & 562 & 7 & 220319 & NaN & 0.151009 & 0.371487 & NaN \\ +235 & 1834 & 563 & 7 & 220319 & NaN & 0.696814 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & 0.256522 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 0.232943 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 0.342522 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.038682 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.142797 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 0.305197 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 0.734117 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 0.959067 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 0.538611 & 0.625381 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 0.138499 & NaN & NaN \\ +44 & 1839 & 580 & 1 & 290519 & 2.401099 & NaN & NaN & NaN \\ +516 & 1839 & 581 & 2 & 120619 & NaN & NaN & 0.673576 & NaN \\ +517 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.213810 & NaN \\ +532 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.107068 \\ +66 & 1839 & 584 & 3 & 200619 & 0.273270 & NaN & NaN & NaN \\ +391 & 1839 & 585 & 3 & 200619 & NaN & 0.384427 & NaN & NaN \\ +156 & 1839 & 586 & 4 & 60619 & 1.185837 & NaN & NaN & NaN \\ +217 & 1839 & 587 & 4 & 60619 & NaN & 0.148334 & NaN & NaN \\ +459 & 1839 & 588 & 4 & 60619 & NaN & NaN & 0.258389 & NaN \\ +635 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 0.233386 \\ +386 & 1839 & 590 & 4 & 120619 & NaN & 0.405245 & NaN & NaN \\ +518 & 1839 & 591 & 4 & 120619 & NaN & NaN & 0.368685 & NaN \\ +519 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.277885 & NaN \\ +533 & 1839 & 593 & 4 & 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NaN & NaN & NaN & 0.181910 \\ +95 & 1849 & 691 & 1 & 10319 & 0.393632 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.519727 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.694863 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 0.259024 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 0.510784 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 1.009215 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 4.745836 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.157394 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.519153 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 3.261384 \\ +174 & 1849 & 709 & 1 & 110319 & 0.194629 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 0.209876 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 0.433620 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 0.952425 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 0.167148 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 0.876504 & 1.010568 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 0.269448 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.136040 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.625724 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 0.350750 & 0.349057 & 0.269589 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.318922 & 0.737392 & 0.172887 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.984782 & 1.815718 & 0.772043 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 2.180559 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.539862 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 1.390581 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.417695 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.653045 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.415508 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.382925 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.884153 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.617507 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.511824 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 1.032832 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.461317 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.600791 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 1.133392 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.649635 & NaN & 0.595387 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 1.248214 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.552075 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.750144 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.259350 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.236758 \\ +96 & 1849 & 745 & 2 & 10319 & 0.424316 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.105321 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.402406 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.435508 & 0.660960 & 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100644 index 000000000..27a3f1a86 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_information_specificity.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.075035 & NaN & 0.104943 & 0.099364 \\ +0 & 1833 & 1 & 0 & 260619 & 0.100211 & NaN & 0.076058 & 0.055522 \\ +6 & 1833 & 2 & 0 & 10719 & 0.450841 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.250275 & 0.078200 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.112983 & 0.198275 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.189970 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.365920 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.136525 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.033725 & 0.034507 & 0.064275 & 0.023139 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.014479 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.236410 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.053757 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.390214 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.050960 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.108484 \\ +92 & 1833 & 21 & 0 & 120619 & 0.188444 & 0.196651 & 0.373917 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.040400 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.049430 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.155830 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.062009 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.260886 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.029685 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.071714 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.128990 & NaN & 0.043154 & 0.037991 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.241566 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.051767 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.028093 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.031902 \\ +93 & 1833 & 72 & 1 & 120619 & 0.033301 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.016847 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.027731 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.022446 & 0.037744 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.034777 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.072028 & 0.047128 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.059643 \\ +51 & 1833 & 87 & 1 & 290519 & 0.181483 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.182964 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.258002 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.016280 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.028996 \\ +190 & 1833 & 96 & 2 & 20719 & 0.030858 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.105278 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.022155 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.550643 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.194235 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.029049 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.222881 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.022920 \\ +94 & 1833 & 109 & 2 & 120619 & 0.027183 & NaN & 0.043718 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.085826 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.039078 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.046569 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.119478 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.059222 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.227407 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.258950 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.561118 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 1.576681 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.091280 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0.079788 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.110259 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.452918 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.078526 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.218214 \\ +53 & 1833 & 178 & 4 & 290519 & 0.372296 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.023719 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.213829 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.134373 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.040316 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.006159 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.196878 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.214734 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.004763 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.016848 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.385849 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN 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NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.287182 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.313827 & NaN & 0.367202 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 0.074668 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.114926 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.431789 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.056837 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.136228 \\ +96 & 1849 & 745 & 2 & 10319 & 0.034860 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.727271 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.023310 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.027209 & 0.028998 & 0.025943 & 0.029833 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.017250 & NaN & 0.027888 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.802455 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.096866 \\ +181 & 1849 & 756 & 2 & 110319 & 0.037810 & 0.033048 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 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NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.066520 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.006131 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.038680 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.012804 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.145863 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.036952 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.005257 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.019958 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.025612 \\ +210 & 1849 & 887 & 5 & 280219 & 0.020611 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.017983 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.053625 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.070722 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.016040 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.336445 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 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+602,1849,902,6,60319,,,,2.6579120687236046 +211,1849,903,6,280219,2.3304707830460627,,, +212,1849,904,6,280219,4.147097733868886,,, +213,1849,905,6,280219,1.3783962436818604,,, +214,1849,906,6,280219,1.4335506068423538,,, +299,1849,909,6,280219,,1.395277197634737,, +300,1849,910,6,280219,,1.3754740211152918,, +447,1849,912,6,280219,,,1.5082019865646328, +448,1849,913,6,280219,,,1.7357382400198316, +449,1849,914,6,280219,,,3.5432815361428776, +450,1849,915,6,280219,,,1.5688608748211283, +555,1849,916,6,280219,,,,1.4990052837532886 +556,1849,917,6,280219,,,,1.4208594895380111 +106,1849,918,7,10319,1.5730027573334069,,, +120,1849,922,7,60319,1.6217154887603904,,, +121,1849,923,7,60319,1.8076767464226688,,, +344,1849,924,7,60319,,2.2924589761247254,, +345,1849,925,7,60319,,1.3934349281788183,, +346,1849,926,7,60319,,1.3502116706584888,, +424,1849,928,7,60319,,,2.51425901072171, +603,1849,929,7,60319,,,,1.513968846716968 +172,1849,930,7,150319,1.7354353901277,,, +215,1849,931,7,280219,1.3918603150432205,,, +216,1849,933,7,280219,1.2844163880403494,,, +301,1849,934,7,280219,,1.0316648299357971,, +302,1849,935,7,280219,,3.0673991915876635,, +303,1849,936,7,280219,,1.2594475218542736,, +451,1849,938,7,280219,,,1.3806522320482058, +558,1849,940,7,280219,,,,1.8353015568928357 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_interspike_interval_cv.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_interspike_interval_cv.tex new file mode 100644 index 000000000..495adb780 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_interspike_interval_cv.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 1.925841 & NaN & 1.888162 & 2.135278 \\ +0 & 1833 & 1 & 0 & 260619 & 1.561268 & NaN & 1.844538 & 1.513256 \\ +6 & 1833 & 2 & 0 & 10719 & 2.800130 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 2.195377 & 1.943861 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 1.892145 & 1.868298 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 2.343269 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 2.480111 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 1.756945 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 1.482924 & 1.417904 & 1.625728 & 1.459013 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 1.377951 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 1.287331 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.427558 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 1.192683 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 1.519723 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 1.758039 \\ +92 & 1833 & 21 & 0 & 120619 & 1.956153 & 2.144403 & 2.406542 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 3.650503 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 1.433222 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 1.374048 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 1.816210 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 2.733212 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 1.334603 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 1.861466 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 2.552289 & NaN & 1.547899 & 1.466829 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 2.062241 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 1.553345 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 1.458208 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 1.321085 \\ +93 & 1833 & 72 & 1 & 120619 & 3.354318 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 1.428490 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 1.444761 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 1.463600 & 1.386829 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 1.920969 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 2.127960 & 1.562630 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 1.457738 \\ +51 & 1833 & 87 & 1 & 290519 & 2.672417 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 2.859735 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 2.571485 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 1.327127 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 1.408059 \\ +190 & 1833 & 96 & 2 & 20719 & 1.447186 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 1.205436 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 1.461770 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 1.867396 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 2.326542 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 1.517922 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 1.744199 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 1.580080 \\ +94 & 1833 & 109 & 2 & 120619 & 1.502402 & NaN & 2.716019 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 1.628468 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 2.019873 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 1.421167 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 2.257277 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 1.429060 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 1.284077 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 1.044410 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 1.433699 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 1.306903 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 1.790303 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 2.500460 & NaN & 2.416152 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 1.870932 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 2.454282 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 2.766028 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 2.779850 \\ +196 & 1833 & 145 & 3 & 200619 & 2.825745 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 2.075706 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 1.956236 & 2.221988 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 1.478064 \\ +52 & 1833 & 156 & 3 & 290519 & 2.809497 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 2.325997 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 1.619304 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 8.946177 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 3.351927 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 3.794805 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 2.114559 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.683966 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 1.478601 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 2.294453 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 6.140207 \\ +53 & 1833 & 178 & 4 & 290519 & 5.123819 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 1.318664 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 4.827665 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 2.677596 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 2.238789 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 1.194127 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 1.865811 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 1.800486 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 1.094481 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 1.258732 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 2.450454 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 3.407694 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 2.460813 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 2.115299 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 1.789089 & 1.912711 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 5.967758 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 2.154902 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 2.422443 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 1.683786 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 3.350429 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 1.376443 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 1.455984 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 1.213784 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 1.524848 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 1.342938 & 1.114480 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 1.323189 \\ +32 & 1833 & 230 & 6 & 50619 & 2.500487 & 3.183755 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 1.954551 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 1.800111 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 1.337727 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 1.179120 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 2.556398 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 1.746652 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 2.655393 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 1.417262 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 1.204479 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 1.970560 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 1.593786 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 1.372843 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 1.682464 \\ +2 & 1833 & 264 & 6 & 260619 & 1.438873 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 1.989809 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 2.301646 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 1.791772 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 1.500385 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 1.276981 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 1.215211 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 1.930343 \\ +56 & 1833 & 276 & 6 & 290519 & 2.154633 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 1.549624 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 3.033594 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 3.092193 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 2.578267 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 1.205781 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 2.132801 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 2.132896 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 4.978867 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 1.561110 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 1.593311 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 1.710373 \\ +16 & 1833 & 293 & 7 & 10719 & 3.001672 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 1.950550 & 2.782300 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 2.252875 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 2.394497 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 5.333036 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 1.242718 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 1.302745 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 1.402237 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 2.565454 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 2.158031 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 1.463478 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 8.276445 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 1.733674 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 1.216606 \\ +61 & 1833 & 312 & 7 & 290519 & 4.468606 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 2.531724 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 2.972781 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 3.123223 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 1.861310 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 2.473706 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 1.405395 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 2.098030 \\ +80 & 1834 & 327 & 0 & 10319 & 2.036919 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 2.482330 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 1.222587 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 1.644342 & 1.491079 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 2.450546 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 3.368382 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 3.097911 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 3.465361 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 2.931581 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 1.758414 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 1.377155 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 1.455597 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 1.671321 & 1.406007 & 1.570808 & 1.433923 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 5.593805 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 2.482032 & 1.318078 & 1.491407 & 1.295307 \\ +123 & 1834 & 346 & 0 & 220319 & 1.742228 & 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NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 2.105053 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 2.219787 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & 2.921743 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 2.751541 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 1.779162 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 1.475457 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 1.964778 & 2.065639 & 1.791390 & 2.138037 \\ +158 & 1849 & 678 & 0 & 150319 & 1.712782 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & 1.900243 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & 2.090424 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 2.265469 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 1.912785 \\ +19 & 1849 & 683 & 0 & 220319 & 1.660254 & NaN & 1.555404 & 1.428549 \\ +197 & 1849 & 685 & 0 & 280219 & 1.418306 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 1.457296 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 2.395683 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 2.399392 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 1.150850 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 1.186373 \\ +95 & 1849 & 691 & 1 & 10319 & 1.568190 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 2.902422 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 3.367720 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 3.062947 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 1.528856 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 3.807699 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 5.369239 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 1.615379 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 1.423124 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 5.565876 \\ +174 & 1849 & 709 & 1 & 110319 & 1.467586 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 1.874363 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 1.854967 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 2.844236 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 2.020931 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 2.293264 & 2.096944 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 1.414874 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 1.558040 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 1.978767 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 1.595289 & 1.537326 & 1.468917 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 1.793629 & 1.905723 & 1.798877 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 1.736044 & 1.656592 & 1.660322 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 4.110767 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 1.886719 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 1.897446 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 1.730841 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 1.485929 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 1.571978 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 1.706589 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 1.982212 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 3.664658 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 1.647836 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 1.698147 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 1.920342 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 1.809380 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 2.502588 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 2.182034 & NaN & 2.242073 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 1.920788 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 3.768948 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 2.636127 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 1.673389 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.785119 \\ +96 & 1849 & 745 & 2 & 10319 & 1.601444 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 1.706674 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 1.519883 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 1.770654 & 1.536142 & 1.690970 & 1.456886 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 1.335320 & NaN & 1.357997 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 2.918047 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 1.753572 \\ +181 & 1849 & 756 & 2 & 110319 & 1.883899 & 1.782609 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 1.873731 & 2.506650 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 1.677030 & 1.526103 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 1.791385 & 2.328293 & 2.195073 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 1.722229 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 1.649171 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 1.839409 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 1.564486 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 1.721268 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 1.328734 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 1.435137 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 1.144719 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 1.691432 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 1.669190 \\ +99 & 1849 & 774 & 3 & 10319 & 1.612233 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 1.353688 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 1.665871 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 1.614153 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 1.295630 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 1.565045 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 1.710710 & 1.536076 & 1.713940 & 1.571814 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 1.722460 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 1.298292 & 1.321997 & 1.520098 \\ +183 & 1849 & 786 & 3 & 110319 & 1.737767 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 1.751780 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 2.040446 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 1.589293 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 1.921746 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 1.707400 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 1.496049 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 2.203654 \\ +22 & 1849 & 794 & 3 & 220319 & 4.921761 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 2.164197 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 1.488429 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 2.341158 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 1.246770 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 1.096689 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.186713 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 1.410521 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 1.649050 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 2.684982 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 1.626897 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 3.829740 \\ +207 & 1849 & 806 & 3 & 280219 & 1.678746 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 1.288628 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 1.570390 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 1.335896 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 1.327726 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 1.890748 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 1.823323 & NaN & 2.025034 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 2.291451 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 1.862136 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 1.886615 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 1.322057 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 1.383121 \\ +116 & 1849 & 820 & 4 & 60319 & 1.505892 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 1.800440 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 1.325814 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 1.417795 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 1.596017 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 4.402619 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 1.181424 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 2.920971 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 3.929774 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 3.219991 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 5.451349 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 1.125054 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 1.840264 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 1.578741 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 1.612381 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 1.301468 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 2.084093 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 1.465768 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 1.368540 & 1.692335 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 1.202612 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 1.324278 \\ +184 & 1849 & 857 & 5 & 110319 & 1.997300 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 2.600823 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 2.397591 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 1.354482 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 1.323593 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 2.134382 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 4.982396 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 1.483858 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 1.686438 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 1.270853 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 1.513687 & 4.427898 & 1.415952 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 1.253420 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 1.190264 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 3.211420 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 1.956991 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 1.279652 \\ +29 & 1849 & 874 & 5 & 220319 & 5.447484 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 1.607628 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 6.042134 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 1.683724 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 1.286298 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 1.282891 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 2.826347 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 1.458868 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 3.987148 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 1.291524 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 1.167849 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 1.196760 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 1.324902 \\ +210 & 1849 & 887 & 5 & 280219 & 1.339410 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 3.340839 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 1.412771 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 1.584721 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 1.547715 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 2.356985 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 2.239110 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 2.657912 \\ +211 & 1849 & 903 & 6 & 280219 & 2.330471 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 4.147098 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 1.378396 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 1.433551 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 1.395277 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 1.375474 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 1.508202 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 1.735738 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 3.543282 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 1.568861 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 1.499005 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 1.420859 \\ +106 & 1849 & 918 & 7 & 10319 & 1.573003 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 1.621715 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 1.807677 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 2.292459 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 1.393435 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 1.350212 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 2.514259 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 1.513969 \\ +172 & 1849 & 930 & 7 & 150319 & 1.735435 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 1.391860 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 1.284416 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 1.031665 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 3.067399 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 1.259448 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 1.380652 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 1.835302 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_field_mean_rate.csv new file mode 100644 index 000000000..62bcdfe73 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_field_mean_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,21.545645396135807,,12.575748891011575,12.104825485804955 +0,1833,1,0,260619,6.708812933924757,,,8.302759280611332 +6,1833,2,0,10719,,,, +7,1833,3,0,10719,11.993524474985056,,, +8,1833,4,0,10719,4.6254287153635705,3.893127248513558,, +403,1833,6,0,10719,,,, +404,1833,7,0,10719,,8.37260837410307,, +188,1833,9,0,20719,1.1663183446682754,,, +189,1833,10,0,20719,11.415942192927115,15.094997608440538,, +359,1833,12,0,20719,,27.900613429101075,, +474,1833,15,0,20719,,,0.3711814598921789, +475,1833,16,0,20719,,,1.6527626625769567, +476,1833,17,0,20719,,,0.2300656739992611, +559,1833,18,0,20719,,,,25.199187173820206 +639,1833,20,0,60619,,,, +92,1833,21,0,120619,3.007968295812727,2.542483876243459,, +369,1833,24,0,200619,,12.242995287813757,, +585,1833,28,0,200619,,,, +586,1833,29,0,200619,,,,0.7274173641323016 +522,1833,36,0,260619,,,9.741468456411619, +377,1833,41,0,290519,,,, +9,1833,48,1,10719,,,, +360,1833,50,1,20719,,9.770547122164846,, +194,1833,51,1,200619,13.413197190384386,,21.751796125065102, +407,1833,54,1,10719,,,, +477,1833,60,1,20719,,,20.757207103901727, +560,1833,62,1,20719,,,, +640,1833,70,1,60619,,,, 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+161,1849,722,1,150319,14.827427457745404,,, +462,1849,723,1,150319,,,, +606,1849,724,1,150319,,,, +607,1849,725,1,150319,,,, +608,1849,726,1,150319,,,, +20,1849,727,1,220319,,,, +248,1849,728,1,220319,,8.54174230881575,, +249,1849,729,1,220319,,,, +494,1849,731,1,220319,,,, +495,1849,732,1,220319,,,, +496,1849,733,1,220319,,,6.855155255413157, +198,1849,734,1,280219,,,, +199,1849,735,1,280219,26.623563184048532,,, +200,1849,736,1,280219,5.130020528691503,,, +201,1849,737,1,280219,,,, +202,1849,738,1,280219,,,, +289,1849,739,1,280219,,,, +290,1849,740,1,280219,,,, +440,1849,741,1,280219,,,, +441,1849,742,1,280219,,,, +549,1849,743,1,280219,,,, +550,1849,744,1,280219,,,,1.7829067519787318 +96,1849,745,2,10319,,,, +97,1849,746,2,10319,0.4331696761722933,,, +98,1849,747,2,10319,21.043682982940915,,, +21,1849,750,2,220319,,,26.40346133347923, +338,1849,752,2,60319,,,,19.705281154617733 +423,1849,754,2,60319,,,, +598,1849,755,2,60319,,,, +181,1849,756,2,110319,11.745797865771062,,, +182,1849,757,2,110319,,5.36048689836308,, +163,1849,758,2,150319,,,, +280,1849,760,2,150319,,,0.647985838856652, +609,1849,761,2,150319,,,, +250,1849,763,2,220319,,,, +203,1849,764,2,280219,,,, +204,1849,766,2,280219,,,, +205,1849,767,2,280219,,,, +206,1849,768,2,280219,,,, +291,1849,769,2,280219,,,, +292,1849,770,2,280219,,,, +442,1849,771,2,280219,,,0.6870927513873499, +551,1849,773,2,280219,,,, +99,1849,774,3,10319,,,, +100,1849,775,3,10319,26.22288933326041,,, +101,1849,776,3,10319,,,, +112,1849,780,3,60319,,,, +113,1849,781,3,60319,11.025592056141136,,, +114,1849,782,3,60319,11.903907760697846,,, +115,1849,783,3,60319,,,, +339,1849,784,3,60319,,,, +340,1849,785,3,60319,,,17.55983865079536, +183,1849,786,3,110319,,,, +224,1849,787,3,110319,,44.709846229992024,, +164,1849,788,3,150319,,,, +165,1849,789,3,150319,11.132257625517008,,, +281,1849,790,3,150319,,,, +282,1849,791,3,150319,,,, +463,1849,792,3,150319,,,, +610,1849,793,3,150319,,,, +22,1849,794,3,220319,,,, +23,1849,795,3,220319,10.079203625661805,,, +24,1849,796,3,220319,,,, +25,1849,797,3,220319,,,, +251,1849,798,3,220319,,,, +252,1849,799,3,220319,,,, +497,1849,800,3,220319,,,, +498,1849,801,3,220319,,,, +499,1849,802,3,220319,,,, +649,1849,803,3,220319,,,, +650,1849,804,3,220319,,,, +651,1849,805,3,220319,,,, +207,1849,806,3,280219,8.68343763085348,,, +208,1849,807,3,280219,,,, +209,1849,808,3,280219,23.393155734795823,,, +293,1849,810,3,280219,,,, +294,1849,811,3,280219,,22.03739558562305,, +295,1849,812,3,280219,,,, +296,1849,813,3,280219,,,, +443,1849,814,3,280219,,,, +444,1849,815,3,280219,,,, +552,1849,816,3,280219,,,,9.50142068517176 +553,1849,817,3,280219,,,, +554,1849,818,3,280219,,,,16.299090312863047 +116,1849,820,4,60319,,,, +341,1849,822,4,60319,,,, +599,1849,824,4,60319,,,, +225,1849,825,4,110319,,,, +166,1849,828,4,150319,,,, +167,1849,829,4,150319,,,, +283,1849,832,4,150319,,,, +464,1849,833,4,150319,,,, +26,1849,837,4,220319,,,, +27,1849,838,4,220319,1.6464099339394562,,, +28,1849,839,4,220319,8.105239148636763,,, +253,1849,840,4,220319,,,, +297,1849,843,4,280219,,,, +445,1849,845,4,280219,,,9.083719582721578, +102,1849,848,5,10319,,,, +103,1849,849,5,10319,,,, +117,1849,852,5,60319,,,, +118,1849,853,5,60319,,,, +342,1849,854,5,60319,,,40.492588661533034, +343,1849,855,5,60319,,,, +600,1849,856,5,60319,,,, +184,1849,857,5,110319,,,, +185,1849,858,5,110319,,,, +186,1849,859,5,110319,,,, +226,1849,860,5,110319,,,, +227,1849,861,5,110319,,,, +168,1849,863,5,150319,,,, +169,1849,864,5,150319,,,, +170,1849,865,5,150319,,,, +171,1849,866,5,150319,,,, +284,1849,867,5,150319,,13.36727281444962,, +285,1849,868,5,150319,,19.89319166468313,, +286,1849,869,5,150319,,,, +287,1849,870,5,150319,,11.984335874024413,, +465,1849,871,5,150319,,,9.949862164982207, +466,1849,872,5,150319,,,, +611,1849,873,5,150319,,,, +29,1849,874,5,220319,,,, +30,1849,875,5,220319,,,, +31,1849,876,5,220319,,,, +254,1849,877,5,220319,,,, +255,1849,878,5,220319,,,, +256,1849,879,5,220319,,24.846169881855804,, +500,1849,880,5,220319,,,, +501,1849,881,5,220319,,,37.27766710791149, +502,1849,882,5,220319,,,, +652,1849,883,5,220319,,,, +653,1849,884,5,220319,,,, +654,1849,885,5,220319,,,,34.4728115524738 +655,1849,886,5,220319,,,, +210,1849,887,5,280219,,,, +298,1849,888,5,280219,,,, +446,1849,889,5,280219,,,, +104,1849,892,6,10319,,,, +105,1849,894,6,10319,,,, +119,1849,900,6,60319,6.903030823955757,,, +601,1849,901,6,60319,,,,13.412366825467544 +602,1849,902,6,60319,,,, +211,1849,903,6,280219,,,, +212,1849,904,6,280219,1.9576426252436636,,, +213,1849,905,6,280219,,,, +214,1849,906,6,280219,,,, +299,1849,909,6,280219,,,, +300,1849,910,6,280219,,,, +447,1849,912,6,280219,,,0.9181167661502716, +448,1849,913,6,280219,,,, +449,1849,914,6,280219,,,5.576649916845888, +450,1849,915,6,280219,,,34.46915552496497, +555,1849,916,6,280219,,,, +556,1849,917,6,280219,,,, +106,1849,918,7,10319,28.980507385327982,,, +120,1849,922,7,60319,,,, +121,1849,923,7,60319,,,, +344,1849,924,7,60319,,11.514410889788499,, +345,1849,925,7,60319,,27.22083252408777,, +346,1849,926,7,60319,,,, +424,1849,928,7,60319,,,7.784689852763845, +603,1849,929,7,60319,,,,30.82889836080894 +172,1849,930,7,150319,,,, +215,1849,931,7,280219,19.13008741346769,,, +216,1849,933,7,280219,,,, +301,1849,934,7,280219,,,, +302,1849,935,7,280219,,4.102352898296061,, +303,1849,936,7,280219,,20.76874374117867,, +451,1849,938,7,280219,,,, +558,1849,940,7,280219,,,,10.484439992999016 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_field_mean_rate.tex new file mode 100644 index 000000000..2d15b47d8 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_field_mean_rate.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 21.545645 & NaN & 12.575749 & 12.104825 \\ +0 & 1833 & 1 & 0 & 260619 & 6.708813 & NaN & NaN & 8.302759 \\ +6 & 1833 & 2 & 0 & 10719 & NaN & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 11.993524 & NaN & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 4.625429 & 3.893127 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & NaN & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 8.372608 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 1.166318 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 11.415942 & 15.094998 & NaN & NaN \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 27.900613 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.371181 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.652763 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.230066 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 25.199187 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & NaN \\ +92 & 1833 & 21 & 0 & 120619 & 3.007968 & 2.542484 & NaN & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 12.242995 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & NaN \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.727417 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 9.741468 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 9.770547 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 13.413197 & NaN & 21.751796 & NaN \\ +407 & 1833 & 54 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 20.757207 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & NaN \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & NaN \\ +93 & 1833 & 72 & 1 & 120619 & NaN & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 20.033411 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 18.168759 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & NaN & NaN \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 36.507023 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 36.914769 & 32.992602 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 7.822735 \\ +51 & 1833 & 87 & 1 & 290519 & 12.879684 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 2.868997 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +190 & 1833 & 96 & 2 & 20719 & 22.730998 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.796247 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 31.820520 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 33.427512 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +94 & 1833 & 109 & 2 & 120619 & 30.347389 & NaN & 47.837762 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & NaN & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 13.055768 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & NaN & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & NaN & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.393332 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.223338 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 3.654148 & NaN & 1.927602 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 12.549113 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 17.291004 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & NaN \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 3.163132 \\ +196 & 1833 & 145 & 3 & 200619 & 7.547935 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 18.332537 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & NaN & NaN \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 16.320463 \\ +52 & 1833 & 156 & 3 & 290519 & 1.173308 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & NaN & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & NaN & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & NaN & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 8.103019 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 1.847291 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 7.483124 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.666248 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.243179 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 17.382814 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & NaN \\ +53 & 1833 & 178 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 12.030703 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 4.841180 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 28.053982 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 28.661853 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 10.115700 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 1.177804 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 29.156819 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & NaN \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 2.508605 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & NaN & NaN \\ +54 & 1833 & 212 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.663727 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +12 & 1833 & 219 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 16.939676 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & NaN & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 27.765241 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & NaN & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 17.637991 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & NaN & NaN \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 19.075577 \\ +32 & 1833 & 230 & 6 & 50619 & NaN & NaN & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 11.997237 & NaN & NaN & NaN \\ +644 & 1833 & 232 & 6 & 60619 & NaN & NaN & NaN & 23.132745 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & NaN & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & NaN & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & NaN \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & NaN \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & NaN \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 30.308203 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 29.366461 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 19.311240 \\ +2 & 1833 & 264 & 6 & 260619 & NaN & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 13.544267 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 9.167276 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 10.575696 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 2.174762 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & NaN \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 12.529437 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & NaN \\ +56 & 1833 & 276 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 13.670528 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 10.696693 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 2.173953 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 2.246114 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 24.720281 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +16 & 1833 & 293 & 7 & 10719 & 0.548361 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 14.165333 & 10.538244 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & NaN & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & NaN & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & NaN & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 13.825239 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & NaN \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & NaN \\ +375 & 1833 & 305 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +3 & 1833 & 308 & 7 & 260619 & NaN & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 1.086978 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & NaN & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & NaN \\ +61 & 1833 & 312 & 7 & 290519 & 8.539966 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.505127 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 14.765209 \\ +80 & 1834 & 327 & 0 & 10319 & 42.524567 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & NaN & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 18.093021 & NaN & NaN \\ 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1849 & 760 & 2 & 150319 & NaN & NaN & 0.647986 & NaN \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & NaN \\ +250 & 1849 & 763 & 2 & 220319 & NaN & NaN & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.687093 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +99 & 1849 & 774 & 3 & 10319 & NaN & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 26.222889 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & NaN & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & NaN & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 11.025592 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 11.903908 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & NaN & NaN & NaN & NaN \\ +339 & 1849 & 784 & 3 & 60319 & NaN & NaN & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & NaN & 17.559839 & NaN \\ +183 & 1849 & 786 & 3 & 110319 & NaN & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 44.709846 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 11.132258 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +22 & 1849 & 794 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 10.079204 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & NaN \\ +207 & 1849 & 806 & 3 & 280219 & 8.683438 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 23.393156 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 22.037396 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 9.501421 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 16.299090 \\ +116 & 1849 & 820 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +225 & 1849 & 825 & 4 & 110319 & NaN & NaN & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +26 & 1849 & 837 & 4 & 220319 & NaN & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 1.646410 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 8.105239 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & NaN & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & NaN & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 9.083720 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & NaN & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & NaN & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & NaN & 40.492589 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +184 & 1849 & 857 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & NaN & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 13.367273 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 19.893192 & NaN & NaN \\ +286 & 1849 & 869 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 11.984336 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 9.949862 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & NaN \\ +29 & 1849 & 874 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 24.846170 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 37.277667 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 34.472812 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & NaN \\ +210 & 1849 & 887 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +104 & 1849 & 892 & 6 & 10319 & NaN & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & NaN & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 6.903031 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 13.412367 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & NaN \\ +211 & 1849 & 903 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 1.957643 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.918117 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.576650 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 34.469156 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +106 & 1849 & 918 & 7 & 10319 & 28.980507 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 11.514411 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 27.220833 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 7.784690 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 30.828898 \\ +172 & 1849 & 930 & 7 & 150319 & NaN & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 19.130087 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 4.102353 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 20.768744 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 10.484440 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_rate.csv new file mode 100644 index 000000000..d517f8c21 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,44.49518350120676,,28.88112859758078,30.74355263927847 +0,1833,1,0,260619,15.911813736578507,,11.279850229615462,13.765945483973432 +6,1833,2,0,10719,4.4423367196870425,,, +7,1833,3,0,10719,32.098292292420396,16.479180000224027,, +8,1833,4,0,10719,13.337398416896765,14.022295976449705,, +403,1833,6,0,10719,,31.512688141797685,, +404,1833,7,0,10719,,30.83402959770893,, +188,1833,9,0,20719,5.76542376571896,,, +189,1833,10,0,20719,34.77606687680189,34.705565699921785,35.49041025942782,43.616384187315084 +359,1833,12,0,20719,,39.18706301356254,, +474,1833,15,0,20719,,,3.0728493762925235, +475,1833,16,0,20719,,,5.523424481411508, +476,1833,17,0,20719,,,3.205264909891795, +559,1833,18,0,20719,,,,81.12427762457126 +639,1833,20,0,60619,,,,11.247018145714156 +92,1833,21,0,120619,13.352430191937554,17.23449377817726,21.016610792154946, +369,1833,24,0,200619,,32.906689537490266,, +585,1833,28,0,200619,,,,9.894015364792024 +586,1833,29,0,200619,,,,2.2432106358796235 +522,1833,36,0,260619,,,22.35794721940723, +377,1833,41,0,290519,,27.3276300833748,, +9,1833,48,1,10719,16.441332756209608,,, +360,1833,50,1,20719,,36.218259304742105,, +194,1833,51,1,200619,28.478082117629427,,50.03618135295848,53.56488341621006 +407,1833,54,1,10719,,10.553279285815238,, +477,1833,60,1,20719,,,59.20421869141335, 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+172,1849,930,7,150319,13.374174778480047,,, +215,1849,931,7,280219,37.13232144383572,,, +216,1849,933,7,280219,24.107414099299866,,, +301,1849,934,7,280219,,1.7982236152440336,, +302,1849,935,7,280219,,15.471898106718939,, +303,1849,936,7,280219,,29.95070857643003,, +451,1849,938,7,280219,,,31.433525640729126, +558,1849,940,7,280219,,,,26.254941860674954 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_rate.tex new file mode 100644 index 000000000..e7f5647cc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_max_rate.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 44.495184 & NaN & 28.881129 & 30.743553 \\ +0 & 1833 & 1 & 0 & 260619 & 15.911814 & NaN & 11.279850 & 13.765945 \\ +6 & 1833 & 2 & 0 & 10719 & 4.442337 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 32.098292 & 16.479180 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 13.337398 & 14.022296 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 31.512688 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 30.834030 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 5.765424 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 34.776067 & 34.705566 & 35.490410 & 43.616384 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 39.187063 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 3.072849 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 5.523424 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 3.205265 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 81.124278 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 11.247018 \\ +92 & 1833 & 21 & 0 & 120619 & 13.352430 & 17.234494 & 21.016611 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 32.906690 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 9.894015 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 2.243211 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 22.357947 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 27.327630 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 16.441333 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 36.218259 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 28.478082 & NaN & 50.036181 & 53.564883 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 10.553279 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 59.204219 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 34.979899 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 31.232383 \\ +93 & 1833 & 72 & 1 & 120619 & 39.701457 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 43.489316 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 40.401097 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 41.455555 & 48.855330 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 65.262116 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN 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\\ +316 & 1834 & 494 & 7 & 10319 & NaN & 20.053198 & NaN & NaN \\ +317 & 1834 & 495 & 7 & 10319 & NaN & 24.034235 & NaN & NaN \\ +318 & 1834 & 496 & 7 & 10319 & NaN & 35.273241 & NaN & NaN \\ +512 & 1834 & 497 & 7 & 10319 & NaN & NaN & 35.336165 & 63.949704 \\ +513 & 1834 & 498 & 7 & 10319 & NaN & NaN & 34.250695 & NaN \\ +514 & 1834 & 499 & 7 & 10319 & NaN & NaN & 35.271216 & 31.437230 \\ +595 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 13.532475 \\ +596 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 31.093080 \\ +147 & 1834 & 502 & 7 & 60319 & 51.453227 & NaN & NaN & NaN \\ +148 & 1834 & 503 & 7 & 60319 & 44.346200 & NaN & NaN & NaN \\ +333 & 1834 & 504 & 7 & 60319 & NaN & 39.153207 & NaN & NaN \\ +334 & 1834 & 505 & 7 & 60319 & NaN & 32.521258 & 20.442197 & NaN \\ +335 & 1834 & 506 & 7 & 60319 & NaN & 31.546319 & 44.181171 & 41.356255 \\ +336 & 1834 & 507 & 7 & 60319 & NaN & 15.838354 & 26.465505 & 35.553671 \\ +337 & 1834 & 508 & 7 & 60319 & NaN & 21.062639 & 26.496541 & 21.870078 \\ +473 & 1834 & 509 & 7 & 60319 & NaN & NaN & 23.578264 & NaN \\ +617 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 45.799405 \\ +75 & 1834 & 511 & 7 & 110319 & 29.633691 & NaN & NaN & NaN \\ +76 & 1834 & 512 & 7 & 110319 & 19.607355 & 35.996558 & NaN & NaN \\ +77 & 1834 & 513 & 7 & 110319 & 1.625049 & NaN & NaN & NaN \\ +78 & 1834 & 514 & 7 & 110319 & 45.615239 & 35.670228 & NaN & NaN \\ +79 & 1834 & 515 & 7 & 110319 & 17.621956 & NaN & NaN & NaN \\ +355 & 1834 & 516 & 7 & 110319 & NaN & 3.599834 & NaN & NaN \\ +356 & 1834 & 517 & 7 & 110319 & NaN & 9.300861 & NaN & NaN \\ +357 & 1834 & 519 & 7 & 110319 & NaN & 1.384348 & NaN & NaN \\ +358 & 1834 & 520 & 7 & 110319 & NaN & 2.015187 & NaN & NaN \\ +154 & 1834 & 527 & 7 & 120319 & 65.149775 & 56.607135 & 75.168938 & 54.503768 \\ +155 & 1834 & 528 & 7 & 120319 & 37.134224 & NaN & NaN & NaN \\ +240 & 1834 & 529 & 7 & 120319 & NaN & 3.605277 & 3.532715 & 9.154262 \\ +241 & 1834 & 530 & 7 & 120319 & NaN & 54.822146 & NaN & NaN \\ +37 & 1834 & 531 & 7 & 150319 & 25.059377 & NaN & NaN & NaN \\ +38 & 1834 & 532 & 7 & 150319 & 7.285653 & NaN & NaN & NaN \\ +39 & 1834 & 533 & 7 & 150319 & 6.488828 & NaN & 3.219269 & NaN \\ +40 & 1834 & 534 & 7 & 150319 & 17.148634 & NaN & 10.082025 & NaN \\ +41 & 1834 & 535 & 7 & 150319 & 33.681376 & NaN & NaN & NaN \\ +42 & 1834 & 536 & 7 & 150319 & 7.737940 & NaN & NaN & NaN \\ +262 & 1834 & 537 & 7 & 150319 & NaN & 40.807031 & NaN & NaN \\ +263 & 1834 & 538 & 7 & 150319 & NaN & 33.901109 & NaN & NaN \\ +264 & 1834 & 539 & 7 & 150319 & NaN & 9.896777 & NaN & NaN \\ +265 & 1834 & 540 & 7 & 150319 & NaN & 51.823442 & NaN & NaN \\ +266 & 1834 & 541 & 7 & 150319 & NaN & 10.916579 & NaN & NaN \\ +267 & 1834 & 542 & 7 & 150319 & NaN & 5.218711 & NaN & NaN \\ +431 & 1834 & 543 & 7 & 150319 & NaN & NaN & 58.764012 & NaN \\ +432 & 1834 & 544 & 7 & 150319 & NaN & NaN & 71.741780 & NaN \\ +433 & 1834 & 545 & 7 & 150319 & NaN & NaN & 55.254070 & NaN \\ +434 & 1834 & 546 & 7 & 150319 & NaN & NaN & 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& 562 & 7 & 220319 & NaN & 15.881681 & 19.493433 & NaN \\ +235 & 1834 & 563 & 7 & 220319 & NaN & 35.331256 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & 33.592439 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 17.942780 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 57.908165 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 2.544411 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 6.487387 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 6.369988 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 15.690949 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 20.103749 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 14.166695 & 17.341356 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 4.001870 & NaN & NaN \\ +44 & 1839 & 580 & 1 & 290519 & 71.644982 & NaN & NaN & NaN \\ +516 & 1839 & 581 & 2 & 120619 & NaN & NaN & 30.892077 & NaN \\ +517 & 1839 & 582 & 3 & 120619 & NaN & NaN & 5.395394 & NaN \\ +532 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 2.239500 \\ +66 & 1839 & 584 & 3 & 200619 & 13.280776 & NaN & NaN & NaN \\ +391 & 1839 & 585 & 3 & 200619 & NaN & 5.789878 & NaN & NaN \\ +156 & 1839 & 586 & 4 & 60619 & 25.655736 & NaN & NaN & NaN \\ +217 & 1839 & 587 & 4 & 60619 & NaN & 30.906714 & NaN & NaN \\ +459 & 1839 & 588 & 4 & 60619 & NaN & NaN & 13.268262 & NaN \\ +635 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 15.051734 \\ +386 & 1839 & 590 & 4 & 120619 & NaN & 59.718012 & NaN & NaN \\ +518 & 1839 & 591 & 4 & 120619 & NaN & NaN & 31.412805 & NaN \\ +519 & 1839 & 592 & 4 & 120619 & NaN & NaN & 13.693564 & NaN \\ +533 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 54.127900 \\ +534 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 27.490761 \\ +535 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 19.500563 \\ +536 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 36.873702 \\ +67 & 1839 & 597 & 4 & 200619 & 26.980346 & NaN & NaN & NaN \\ +392 & 1839 & 598 & 4 & 200619 & NaN & 11.588988 & NaN & NaN \\ +393 & 1839 & 599 & 4 & 200619 & NaN & 10.692403 & NaN & NaN \\ +394 & 1839 & 600 & 4 & 200619 & NaN & 4.957578 & NaN & NaN \\ +45 & 1839 & 601 & 4 & 290519 & 28.956608 & NaN & NaN & NaN \\ +46 & 1839 & 602 & 4 & 290519 & 50.738636 & 79.603163 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & 30.805692 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & 44.310175 & NaN & 38.480015 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 48.785620 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 21.057213 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & 41.794363 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & 42.653390 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 5.072796 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 14.254824 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 30.147091 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 23.665877 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 14.951012 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 10.987255 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 12.630354 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 5.306406 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 1.159877 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 24.441647 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 2.143427 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 25.274146 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 24.467331 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 2.608243 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 18.877365 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 6.574918 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 9.070715 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 10.064146 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 3.110345 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 37.922652 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 44.463865 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 43.445835 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 44.560730 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 33.108078 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 24.305088 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 137.506706 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 15.307039 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 5.947286 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 37.297471 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 30.814172 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 27.103680 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & 17.572436 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 22.005851 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 36.536894 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 44.561280 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 44.314221 & 46.406721 & 59.014241 & 30.650553 \\ +158 & 1849 & 678 & 0 & 150319 & 44.171381 & NaN & NaN & NaN \\ 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36.249258 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 23.006163 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 53.507974 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 9.759683 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 36.885142 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 112.889884 \\ +174 & 1849 & 709 & 1 & 110319 & 13.953072 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 12.108815 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 16.539026 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 12.340434 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 13.962150 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 33.666795 & 34.984632 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 20.601177 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 3.315138 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 18.470400 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 32.136392 & 37.316246 & 38.114132 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 10.199261 & 15.711567 & 10.286627 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 34.722483 & 41.506766 & 38.467560 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 54.164117 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 21.389129 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 46.911608 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 28.398140 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 30.318787 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 19.455862 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 33.989600 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 28.125909 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 25.144185 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 17.441499 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 45.998867 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 16.859589 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 28.207162 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 19.691600 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 21.629452 & NaN & 21.808691 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 48.388082 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 22.007017 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 22.133833 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 16.820753 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 9.891199 \\ +96 & 1849 & 745 & 2 & 10319 & 27.646986 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 2.063511 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 35.509300 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 40.041262 & 41.155859 & 47.298240 & 51.333217 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 56.184266 & NaN & 40.970837 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 13.320364 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 29.906436 \\ +181 & 1849 & 756 & 2 & 110319 & 21.313166 & 45.966221 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 17.649322 & 17.720038 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 29.331854 & 49.862797 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 15.685447 & 8.640170 & 22.772932 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 19.035234 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 4.101910 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 17.210405 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 2.476084 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 31.118220 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 9.266761 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 65.590927 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 51.617057 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 9.389073 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 120.875491 \\ +99 & 1849 & 774 & 3 & 10319 & 3.059892 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 41.709581 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 64.748450 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 23.463918 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 29.314128 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 58.600558 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 47.088299 & 72.027411 & 54.172111 & 83.137408 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 8.068738 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 42.135042 & 34.255246 & 47.945498 \\ +183 & 1849 & 786 & 3 & 110319 & 49.612739 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 67.551532 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 38.790269 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 21.115332 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 43.552371 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 20.826296 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 39.028076 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 39.554391 \\ +22 & 1849 & 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NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 48.123595 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 23.680618 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 25.818615 & NaN & 25.181102 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 36.396904 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 35.475493 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 31.059218 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 41.373051 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 38.996007 \\ +116 & 1849 & 820 & 4 & 60319 & 49.390590 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 46.454825 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 57.378464 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 46.029822 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 24.109284 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 23.235686 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 27.427771 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 4.288325 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 6.371331 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 8.232353 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 23.530080 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 27.170230 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 9.840612 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 22.963776 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 2.298137 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 1.818393 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 47.395148 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 35.036293 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 49.729067 & 65.288363 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 12.927760 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 70.762649 \\ +184 & 1849 & 857 & 5 & 110319 & 40.597441 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 47.828530 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 39.829646 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 43.262941 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 49.959016 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 29.763792 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 7.527837 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 25.589881 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 45.157019 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 28.833323 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 52.159844 & 38.891423 & 49.404587 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 42.429294 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 19.048338 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 44.613781 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 64.041883 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 47.317742 \\ +29 & 1849 & 874 & 5 & 220319 & 21.889193 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 32.787939 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 29.167211 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 27.915184 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 52.151403 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 36.082268 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 45.550063 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 50.933896 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 47.877249 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 35.128042 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 45.277116 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 68.675766 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 59.482285 \\ +210 & 1849 & 887 & 5 & 280219 & 32.019196 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 58.748048 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 48.527799 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 37.415054 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 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1849 & 918 & 7 & 10319 & 45.992635 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 53.271995 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 33.323983 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 24.684066 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 49.922344 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 8.783803 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 32.351164 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 75.313407 \\ +172 & 1849 & 930 & 7 & 150319 & 13.374175 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 37.132321 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 24.107414 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 1.798224 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 15.471898 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 29.950709 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 31.433526 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 26.254942 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_out_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_out_field_mean_rate.csv new file mode 100644 index 000000000..e19b13684 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_out_field_mean_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,9.943940124056057,,6.7731088985993155,5.536571908186371 +0,1833,1,0,260619,2.7362094427019548,,1.4041464477598449,4.945500309550432 +6,1833,2,0,10719,0.2051932197418133,,, +7,1833,3,0,10719,2.1110581240445923,3.10028370927199,, +8,1833,4,0,10719,1.9818994496571167,1.1457195925906578,, +403,1833,6,0,10719,,3.5023686375735057,, +404,1833,7,0,10719,,1.8858298368260848,, +188,1833,9,0,20719,0.765231388300373,,, 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+166,1849,828,4,150319,9.175284396820246,,, +167,1849,829,4,150319,2.015539773255416,,, +283,1849,832,4,150319,,17.180424553152452,, +464,1849,833,4,150319,,,0.3740727142800999, +26,1849,837,4,220319,0.2801792643023194,,, +27,1849,838,4,220319,0.5759905269622397,,, +28,1849,839,4,220319,5.41254616002048,,, +253,1849,840,4,220319,,12.684762510348554,, +297,1849,843,4,280219,,0.9074944244154602,, +445,1849,845,4,280219,,,6.2892382096019706, +102,1849,848,5,10319,0.3433586925257029,,, +103,1849,849,5,10319,0.2392862974776563,,, +117,1849,852,5,60319,19.59679914076672,,, +118,1849,853,5,60319,13.013835906576464,,, +342,1849,854,5,60319,,25.346690578289262,30.229959624800877, +343,1849,855,5,60319,,1.0221070357364472,, +600,1849,856,5,60319,,,,38.546817083554615 +184,1849,857,5,110319,19.18854735421696,,, +185,1849,858,5,110319,18.066900008446005,,, +186,1849,859,5,110319,15.040139837049146,,, +226,1849,860,5,110319,,23.631938640373864,, +227,1849,861,5,110319,,24.29080660949352,, +168,1849,863,5,150319,12.808048513896606,,, +169,1849,864,5,150319,0.14773466164169086,,, +170,1849,865,5,150319,9.796460003178105,,, +171,1849,866,5,150319,19.71660655147549,,, +284,1849,867,5,150319,,10.844706233438128,, +285,1849,868,5,150319,,14.53880692030513,5.5507089247008095,17.174085454722093 +286,1849,869,5,150319,,19.176413955510572,, +287,1849,870,5,150319,,9.778045957084542,, +465,1849,871,5,150319,,,4.797417633491612, +466,1849,872,5,150319,,,34.977341287192566, +611,1849,873,5,150319,,,,24.793278020688444 +29,1849,874,5,220319,7.829131911583767,,, +30,1849,875,5,220319,13.896638631399293,,, +31,1849,876,5,220319,8.585060627773032,,, +254,1849,877,5,220319,,10.325770072003012,, +255,1849,878,5,220319,,15.119178786160694,, +256,1849,879,5,220319,,23.340121298086228,, +500,1849,880,5,220319,,,14.542420365850234, +501,1849,881,5,220319,,,30.3551889757478, +502,1849,882,5,220319,,,9.217248201684717, +652,1849,883,5,220319,,,,16.33345331236073 +653,1849,884,5,220319,,,,23.279134621182717 +654,1849,885,5,220319,,,,27.907746499399558 +655,1849,886,5,220319,,,,32.633248586834476 +210,1849,887,5,280219,15.88748026558503,,, +298,1849,888,5,280219,,22.429237841008007,, +446,1849,889,5,280219,,,19.286997041714024, +104,1849,892,6,10319,13.966598681209971,,, +105,1849,894,6,10319,28.786894114751874,,, +119,1849,900,6,60319,1.6712041494439245,,, +601,1849,901,6,60319,,,,8.503702264527558 +602,1849,902,6,60319,,,,0.2463418098774039 +211,1849,903,6,280219,5.402621261235108,,, +212,1849,904,6,280219,0.26284033252368155,,, +213,1849,905,6,280219,18.814569161325174,,, +214,1849,906,6,280219,16.968071784897635,,, +299,1849,909,6,280219,,31.77101476182556,, +300,1849,910,6,280219,,21.075341140889282,, +447,1849,912,6,280219,,,0.2638950045747636, +448,1849,913,6,280219,,,13.500446206655536, +449,1849,914,6,280219,,,5.380024529002526, +450,1849,915,6,280219,,,23.15360103792211, +555,1849,916,6,280219,,,,14.006587282325963 +556,1849,917,6,280219,,,,25.97572695696391 +106,1849,918,7,10319,19.67193975053296,,, +120,1849,922,7,60319,19.916473606443514,,, +121,1849,923,7,60319,9.585156091261126,,, +344,1849,924,7,60319,,7.868688829294398,, +345,1849,925,7,60319,,20.3776355086068,, +346,1849,926,7,60319,,2.8716550209990515,, +424,1849,928,7,60319,,,5.733243532159278, +603,1849,929,7,60319,,,,20.580515593706135 +172,1849,930,7,150319,5.709001681284981,,, +215,1849,931,7,280219,17.000910018640038,,, +216,1849,933,7,280219,9.784242618922963,,, +301,1849,934,7,280219,,0.04630331259025814,, +302,1849,935,7,280219,,1.5848941483395091,, +303,1849,936,7,280219,,15.539861433828339,, +451,1849,938,7,280219,,,13.251726431233823, +558,1849,940,7,280219,,,,4.165514128028416 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_out_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_out_field_mean_rate.tex new file mode 100644 index 000000000..86eab0ffb --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_out_field_mean_rate.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 9.943940 & NaN & 6.773109 & 5.536572 \\ +0 & 1833 & 1 & 0 & 260619 & 2.736209 & NaN & 1.404146 & 4.945500 \\ +6 & 1833 & 2 & 0 & 10719 & 0.205193 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 2.111058 & 3.100284 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 1.981899 & 1.145720 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 3.502369 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 1.885830 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.765231 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 11.333635 & 10.434753 & 10.499190 & 11.345984 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 19.755522 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.107499 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.806753 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.042503 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 13.261232 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 2.994144 \\ +92 & 1833 & 21 & 0 & 120619 & 1.404811 & 1.312685 & 1.587993 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 9.037331 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 2.156188 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.172740 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 6.096321 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 2.460499 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 5.548959 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 6.455178 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 3.925440 & NaN & 13.413080 & 14.386867 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 1.084590 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 18.431044 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 15.831627 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 16.267308 \\ +93 & 1833 & 72 & 1 & 120619 & 18.207974 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 21.265166 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 14.951058 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 16.418144 & 17.271524 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 26.203167 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 21.934184 & 22.240186 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 3.528196 \\ +51 & 1833 & 87 & 1 & 290519 & 6.201194 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 1.500936 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 3.612216 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 15.200591 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 16.829394 \\ +190 & 1833 & 96 & 2 & 20719 & 21.452977 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.323518 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 22.118229 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.028384 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 1.539165 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 28.795285 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.242110 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 31.156989 \\ +94 & 1833 & 109 & 2 & 120619 & 16.526542 & NaN & 26.547296 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 2.164669 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 8.887987 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 15.298017 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 4.789720 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 15.726705 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.282528 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.076475 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.036650 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.001065 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 5.709731 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 1.385571 & NaN & 2.350667 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 5.714235 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 7.612867 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 3.477109 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.889847 \\ +196 & 1833 & 145 & 3 & 200619 & 2.469313 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 16.533651 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 5.557310 & 3.225428 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 12.634947 \\ +52 & 1833 & 156 & 3 & 290519 & 0.280595 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 2.361279 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 6.833744 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 10.966433 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 4.111766 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.450926 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 2.221560 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.157393 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.031451 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 7.693415 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 2.247801 \\ +53 & 1833 & 178 & 4 & 290519 & 2.310782 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 12.944204 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 3.398917 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 4.087039 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 19.625113 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 26.071906 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 2.871973 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.367578 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 22.603359 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 20.485308 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 1.997978 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.085256 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 2.290666 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 1.108091 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 13.792966 & 6.137285 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 5.645555 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 13.476501 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 5.119428 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 12.941557 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 0.834988 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 25.772844 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 24.898482 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 25.462160 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 11.035030 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 23.414759 & 25.091091 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 13.268599 \\ +32 & 1833 & 230 & 6 & 50619 & 0.677189 & 0.986859 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 6.494680 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 12.323131 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 7.942791 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 14.203297 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.571392 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 12.988704 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 1.004311 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 23.926773 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 16.727516 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 2.088946 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 4.905678 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 22.823370 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 11.760888 \\ +2 & 1833 & 264 & 6 & 260619 & 18.617083 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 5.113159 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 3.422997 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 3.903512 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 1.411346 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 7.265495 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 9.731831 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 2.936744 \\ +56 & 1833 & 276 & 6 & 290519 & 2.675589 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 14.222675 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.296257 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 3.940320 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.662163 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 15.875512 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 2.048997 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 1.075400 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 1.177584 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 12.928170 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 14.571455 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 11.225379 \\ +16 & 1833 & 293 & 7 & 10719 & 0.163081 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 5.994749 & 5.661520 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 9.556587 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 1.768810 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 0.823082 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 10.083042 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 14.553894 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 15.690750 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.377284 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.781618 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 13.315091 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 0.744686 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.042952 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 9.243278 \\ +61 & 1833 & 312 & 7 & 290519 & 1.200062 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.153705 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.117172 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.114262 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 5.450361 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 4.958402 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 13.152715 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 4.662774 \\ +80 & 1834 & 327 & 0 & 10319 & 25.239072 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.647508 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 13.412881 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 23.014384 & 16.888453 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 0.370872 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.293455 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.547697 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 1.252110 & NaN & NaN & NaN \\ +141 & 1834 & 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& NaN & 1.097256 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & 0.572519 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 18.012606 \\ +83 & 1834 & 363 & 3 & 10319 & 15.264905 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 0.262606 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 23.628826 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 9.266254 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 12.227316 \\ +142 & 1834 & 369 & 3 & 60319 & 8.845956 & NaN & NaN & NaN \\ +143 & 1834 & 370 & 3 & 60319 & 2.712814 & NaN & NaN & NaN \\ +144 & 1834 & 371 & 3 & 60319 & 8.886146 & 21.383048 & 15.325860 & 15.401840 \\ +326 & 1834 & 372 & 3 & 60319 & NaN & 3.257207 & NaN & NaN \\ +612 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 0.638757 \\ +348 & 1834 & 374 & 3 & 110319 & NaN & 16.484574 & NaN & NaN \\ +151 & 1834 & 376 & 3 & 120319 & 21.422676 & 27.910976 & 29.981378 & NaN \\ +239 & 1834 & 377 & 3 & 120319 & NaN & 8.310285 & NaN & NaN \\ +543 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 29.777306 \\ +258 & 1834 & 380 & 3 & 150319 & NaN & 14.334340 & NaN & NaN \\ +426 & 1834 & 382 & 3 & 150319 & NaN & NaN & 12.224476 & NaN \\ +567 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 10.091079 \\ +124 & 1834 & 384 & 3 & 220319 & 16.552685 & 14.436426 & 13.030398 & 11.542948 \\ +84 & 1834 & 385 & 4 & 10319 & 13.560845 & NaN & NaN & NaN \\ +85 & 1834 & 386 & 4 & 10319 & 8.523114 & NaN & NaN & NaN \\ +306 & 1834 & 387 & 4 & 10319 & NaN & 1.964827 & NaN & NaN \\ +307 & 1834 & 388 & 4 & 10319 & NaN & 6.962576 & NaN & NaN \\ +308 & 1834 & 389 & 4 & 10319 & NaN & 4.883439 & NaN & NaN \\ +309 & 1834 & 390 & 4 & 10319 & NaN & 15.047084 & NaN & NaN \\ +506 & 1834 & 391 & 4 & 10319 & NaN & NaN & 4.288562 & NaN \\ +507 & 1834 & 392 & 4 & 10319 & NaN & NaN & 1.929717 & NaN \\ +508 & 1834 & 393 & 4 & 10319 & NaN & NaN & 2.228233 & NaN \\ +485 & 1834 & 399 & 4 & 120319 & NaN & NaN & 0.096770 & NaN \\ +486 & 1834 & 400 & 4 & 120319 & NaN & 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& 19.742263 & 21.461866 \\ +90 & 1834 & 490 & 7 & 10319 & 18.762022 & NaN & NaN & NaN \\ +91 & 1834 & 491 & 7 & 10319 & 19.624880 & NaN & NaN & NaN \\ +314 & 1834 & 492 & 7 & 10319 & NaN & 9.508064 & NaN & NaN \\ +315 & 1834 & 493 & 7 & 10319 & NaN & 10.883271 & NaN & NaN \\ +316 & 1834 & 494 & 7 & 10319 & NaN & 5.178377 & NaN & NaN \\ +317 & 1834 & 495 & 7 & 10319 & NaN & 12.699690 & NaN & NaN \\ +318 & 1834 & 496 & 7 & 10319 & NaN & 22.290941 & NaN & NaN \\ +512 & 1834 & 497 & 7 & 10319 & NaN & NaN & 16.615055 & 24.865873 \\ +513 & 1834 & 498 & 7 & 10319 & NaN & NaN & 16.785638 & NaN \\ +514 & 1834 & 499 & 7 & 10319 & NaN & NaN & 11.364308 & 16.404243 \\ +595 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 3.262171 \\ +596 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 11.369646 \\ +147 & 1834 & 502 & 7 & 60319 & 18.280784 & NaN & NaN & NaN \\ +148 & 1834 & 503 & 7 & 60319 & 11.094777 & NaN & NaN & NaN \\ +333 & 1834 & 504 & 7 & 60319 & NaN & 6.260962 & NaN & NaN \\ +334 & 1834 & 505 & 7 & 60319 & NaN & 15.963885 & 6.646507 & NaN \\ +335 & 1834 & 506 & 7 & 60319 & NaN & 16.676602 & 16.280925 & 15.483965 \\ +336 & 1834 & 507 & 7 & 60319 & NaN & 6.831874 & 8.449086 & 7.996282 \\ +337 & 1834 & 508 & 7 & 60319 & NaN & 7.221845 & 7.734893 & 5.269076 \\ +473 & 1834 & 509 & 7 & 60319 & NaN & NaN & 6.375398 & NaN \\ +617 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 15.607627 \\ +75 & 1834 & 511 & 7 & 110319 & 6.976727 & NaN & NaN & NaN \\ +76 & 1834 & 512 & 7 & 110319 & 1.827445 & 4.268722 & NaN & NaN \\ +77 & 1834 & 513 & 7 & 110319 & 0.121274 & NaN & NaN & NaN \\ +78 & 1834 & 514 & 7 & 110319 & 20.242337 & 20.608175 & NaN & NaN \\ +79 & 1834 & 515 & 7 & 110319 & 6.467046 & NaN & NaN & NaN \\ +355 & 1834 & 516 & 7 & 110319 & NaN & 0.047059 & NaN & NaN \\ +356 & 1834 & 517 & 7 & 110319 & NaN & 1.595191 & NaN & NaN \\ +357 & 1834 & 519 & 7 & 110319 & NaN & 0.119537 & NaN & NaN \\ +358 & 1834 & 520 & 7 & 110319 & NaN & 0.113602 & NaN & NaN \\ +154 & 1834 & 527 & 7 & 120319 & 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6.998145 \\ +536 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 7.836365 \\ +67 & 1839 & 597 & 4 & 200619 & 11.813555 & NaN & NaN & NaN \\ +392 & 1839 & 598 & 4 & 200619 & NaN & 4.737348 & NaN & NaN \\ +393 & 1839 & 599 & 4 & 200619 & NaN & 5.179017 & NaN & NaN \\ +394 & 1839 & 600 & 4 & 200619 & NaN & 1.381863 & NaN & NaN \\ +45 & 1839 & 601 & 4 & 290519 & 0.794368 & NaN & NaN & NaN \\ +46 & 1839 & 602 & 4 & 290519 & 20.694366 & 35.327681 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & 8.369557 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & 9.801527 & NaN & 5.988637 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 5.011543 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 1.982235 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & 2.078964 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & 5.277304 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 0.568260 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 2.610898 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 6.609834 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 12.719055 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 3.689768 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 3.635348 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 0.946993 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 0.685038 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.088417 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 7.985235 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.110322 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 4.508946 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 11.624868 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.040038 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 8.114334 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.275811 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 3.111963 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 3.659568 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 0.736969 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 17.626504 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 10.099737 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 21.909610 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 9.695835 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 5.541379 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 0.615201 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 8.231300 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 5.355997 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 0.144133 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 3.944062 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 8.410089 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 2.478994 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & 0.970547 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 5.088061 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 19.450238 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 25.833802 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 7.811334 & 10.046033 & 12.211856 & 9.589783 \\ +158 & 1849 & 678 & 0 & 150319 & 20.275381 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & 12.593320 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & 10.062173 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 2.764232 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 12.587909 \\ +19 & 1849 & 683 & 0 & 220319 & 22.716205 & NaN & 22.597809 & 31.708685 \\ +197 & 1849 & 685 & 0 & 280219 & 15.015406 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 18.610872 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 10.745676 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 9.150727 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 21.478647 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 19.101033 \\ +95 & 1849 & 691 & 1 & 10319 & 14.245716 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.160015 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.232667 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 2.758334 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 16.833787 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 1.857990 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 6.711861 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 1.577998 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 15.059285 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 32.021431 \\ +174 & 1849 & 709 & 1 & 110319 & 3.104915 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 3.319242 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 3.524039 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 1.651703 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 1.729936 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 4.821950 & 8.810002 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 8.519576 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.211332 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 1.992700 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 9.638250 & 11.089446 & 11.664613 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 1.256268 & 2.827313 & 1.472887 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 9.737653 & 13.940206 & 10.874990 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 10.060260 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 3.694016 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 18.100180 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 9.680260 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 10.797181 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 5.641617 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 12.090213 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 6.363583 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 3.517520 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 4.521200 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 20.968337 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 3.127768 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 8.270237 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 3.302246 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 1.521347 & NaN & 0.974995 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 15.229669 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 4.773345 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 2.164938 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 4.113110 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.451364 \\ +96 & 1849 & 745 & 2 & 10319 & 11.425444 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.060633 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 15.926457 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 13.298116 & 19.168309 & 17.626971 & 21.998198 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 22.220669 & NaN & 13.948268 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.477965 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 6.710670 \\ +181 & 1849 & 756 & 2 & 110319 & 6.338985 & 9.020765 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 3.304761 & 2.037562 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 9.640500 & 9.984483 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 3.037577 & 0.251037 & 2.440142 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 3.565966 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.849736 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 3.799625 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 0.330732 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 12.310172 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 4.032695 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 20.262521 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 25.767172 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.615211 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 25.673010 \\ +99 & 1849 & 774 & 3 & 10319 & 0.324256 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 16.972709 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 26.522029 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 5.572192 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 8.216665 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 8.195824 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 20.754801 & 29.188249 & 20.839749 & 20.011291 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 0.611089 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 21.127552 & 15.219586 & 17.928752 \\ +183 & 1849 & 786 & 3 & 110319 & 20.827172 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 25.125202 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 11.363715 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 7.011797 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 16.492658 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 3.895677 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 16.050871 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 13.430581 \\ +22 & 1849 & 794 & 3 & 220319 & 6.873820 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 8.375037 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 22.063138 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.570966 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 15.253714 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 12.682616 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.514780 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 18.987601 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 9.886135 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 8.932569 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 24.274346 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.294286 \\ +207 & 1849 & 806 & 3 & 280219 & 3.210085 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 12.188139 & NaN & NaN & NaN \\ 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NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 17.180425 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.374073 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.280179 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.575991 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 5.412546 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 12.684763 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.907494 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 6.289238 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.343359 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.239286 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 19.596799 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 13.013836 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 25.346691 & 30.229960 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 1.022107 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 38.546817 \\ +184 & 1849 & 857 & 5 & 110319 & 19.188547 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 18.066900 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 15.040140 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 23.631939 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 24.290807 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 12.808049 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.147735 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 9.796460 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 19.716607 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 10.844706 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 14.538807 & 5.550709 & 17.174085 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 19.176414 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 9.778046 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 4.797418 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 34.977341 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 24.793278 \\ +29 & 1849 & 874 & 5 & 220319 & 7.829132 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 13.896639 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 8.585061 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 10.325770 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 15.119179 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 23.340121 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 14.542420 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 30.355189 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 9.217248 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 16.333453 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 23.279135 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 27.907746 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 32.633249 \\ +210 & 1849 & 887 & 5 & 280219 & 15.887480 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 22.429238 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 19.286997 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 13.966599 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 28.786894 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 1.671204 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 8.503702 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.246342 \\ +211 & 1849 & 903 & 6 & 280219 & 5.402621 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.262840 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 18.814569 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 16.968072 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 31.771015 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 21.075341 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.263895 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 13.500446 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.380025 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 23.153601 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 14.006587 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 25.975727 \\ +106 & 1849 & 918 & 7 & 10319 & 19.671940 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 19.916474 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 9.585156 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 7.868689 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 20.377636 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 2.871655 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 5.733244 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 20.580516 \\ +172 & 1849 & 930 & 7 & 150319 & 5.709002 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 17.000910 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 9.784243 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.046303 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 1.584894 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 15.539861 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 13.251726 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 4.165514 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_selectivity.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_selectivity.csv new file mode 100644 index 000000000..171d14d79 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_selectivity.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,3.0695835892828605,,3.1537287619875336,3.4793053652046977 +0,1833,1,0,260619,4.3479103839417865,,6.072713493511412,2.2241806543377542 +6,1833,2,0,10719,8.826911097460426,,, +7,1833,3,0,10719,7.223777679902573,3.5691709309704174,, +8,1833,4,0,10719,5.565759947268171,7.045747085477134,, +403,1833,6,0,10719,,5.730898791517062,, +404,1833,7,0,10719,,9.3273597003901,, +188,1833,9,0,20719,4.512799827732799,,, 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+297,1849,843,4,280219,,7.2150346210142935,, +445,1849,845,4,280219,,,3.4521618476353435, +102,1849,848,5,10319,4.767294914631943,,, +103,1849,849,5,10319,5.2751635951973865,,, +117,1849,852,5,60319,2.172269084639704,,, +118,1849,853,5,60319,2.4637927347279103,,, +342,1849,854,5,60319,,1.7262345631283658,1.9362566814264697, +343,1849,855,5,60319,,9.691517379216933,, +600,1849,856,5,60319,,,,1.7376574022064966 +184,1849,857,5,110319,2.0963199511223127,,, +185,1849,858,5,110319,2.487658930218967,,, +186,1849,859,5,110319,2.594178725855752,,, +226,1849,860,5,110319,,1.800518318237776,, +227,1849,861,5,110319,,2.110720667355383,, +168,1849,863,5,150319,2.0910344768365574,,, +169,1849,864,5,150319,14.812232133622892,,, +170,1849,865,5,150319,2.221358085272469,,, +171,1849,866,5,150319,2.3297559697354697,,, +284,1849,867,5,150319,,2.312611902387085,, +285,1849,868,5,150319,,2.9197031118271783,5.482233116194215,2.2907081799180373 +286,1849,869,5,150319,,2.066846619450976,, +287,1849,870,5,150319,,1.889280532789512,, +465,1849,871,5,150319,,,6.393732955512832, +466,1849,872,5,150319,,,1.702830627937384, +611,1849,873,5,150319,,,,1.7526435628717687 +29,1849,874,5,220319,2.2563498930765684,,, +30,1849,875,5,220319,1.9265853497651853,,, +31,1849,876,5,220319,2.521714236274882,,, +254,1849,877,5,220319,,2.2318451335694065,, +255,1849,878,5,220319,,2.816349042910384,, +256,1849,879,5,220319,,1.455809818425818,, +500,1849,880,5,220319,,,2.5116025151622297, +501,1849,881,5,220319,,,1.4961500685423477, +502,1849,882,5,220319,,,4.511068152492718, +652,1849,883,5,220319,,,,1.8725681139821908 +653,1849,884,5,220319,,,,1.8346701724458423 +654,1849,885,5,220319,,,,2.2729301994109825 +655,1849,886,5,220319,,,,1.8431628929482944 +210,1849,887,5,280219,1.8698984543979065,,, +298,1849,888,5,280219,,2.4209452685674893,, +446,1849,889,5,280219,,,2.765383444534053, +104,1849,892,6,10319,2.1633039989241047,,, +105,1849,894,6,10319,1.5460888971266469,,, +119,1849,900,6,60319,4.208242932401533,,, +601,1849,901,6,60319,,,,2.7902153722410485 +602,1849,902,6,60319,,,,15.158901278879789 +211,1849,903,6,280219,4.891891799845814,,, +212,1849,904,6,280219,16.73704469561867,,, +213,1849,905,6,280219,2.151075764852548,,, +214,1849,906,6,280219,2.370571120911118,,, +299,1849,909,6,280219,,2.0472028980563373,, +300,1849,910,6,280219,,1.8743140397228728,, +447,1849,912,6,280219,,,5.990194394833857, +448,1849,913,6,280219,,,2.246317517950012, +449,1849,914,6,280219,,,3.369161826194597, +450,1849,915,6,280219,,,3.0711829695288677, +555,1849,916,6,280219,,,,2.8540927836564123 +556,1849,917,6,280219,,,,2.9389248889537303 +106,1849,918,7,10319,2.115318356043861,,, +120,1849,922,7,60319,2.381602530470643,,, +121,1849,923,7,60319,2.8444893099211512,,, +344,1849,924,7,60319,,2.2455565688139334,, +345,1849,925,7,60319,,2.100270820837126,, +346,1849,926,7,60319,,2.4558565651369033,, +424,1849,928,7,60319,,,3.6347966608103035, +603,1849,929,7,60319,,,,3.2005145251506235 +172,1849,930,7,150319,2.229330720121144,,, +215,1849,931,7,280219,2.03739715570426,,, +216,1849,933,7,280219,2.2572007787124044,,, +301,1849,934,7,280219,,14.11970565494748,, +302,1849,935,7,280219,,5.780874334820994,, +303,1849,936,7,280219,,1.790769851820205,, +451,1849,938,7,280219,,,2.426548678736605, +558,1849,940,7,280219,,,,4.528564207828646 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_selectivity.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_selectivity.tex new file mode 100644 index 000000000..c7950b55e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_selectivity.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 3.069584 & NaN & 3.153729 & 3.479305 \\ +0 & 1833 & 1 & 0 & 260619 & 4.347910 & NaN & 6.072713 & 2.224181 \\ +6 & 1833 & 2 & 0 & 10719 & 8.826911 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 7.223778 & 3.569171 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 5.565760 & 7.045747 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 5.730899 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 9.327360 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 4.512800 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 2.403171 & 2.732899 & 2.914075 & 3.169910 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 1.679726 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 14.969097 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 4.911512 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 29.351043 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 4.848075 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 3.754093 \\ +92 & 1833 & 21 & 0 & 120619 & 6.723985 & 10.220545 & 11.114602 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 2.874518 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 3.978579 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 5.741048 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 3.233517 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 7.545286 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 2.560949 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 3.768359 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 4.832501 & NaN & 2.965280 & 3.119575 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 7.873738 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 2.916999 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 1.911971 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 1.773114 \\ +93 & 1833 & 72 & 1 & 120619 & 1.955209 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 1.848229 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 2.346379 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 2.118051 & 2.555936 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 2.144987 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 3.123188 & 2.926625 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 2.560472 \\ +51 & 1833 & 87 & 1 & 290519 & 7.242792 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 6.229567 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 5.000038 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 2.335852 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 2.248791 \\ +190 & 1833 & 96 & 2 & 20719 & 2.336026 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 5.576254 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 1.893765 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 24.405334 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 5.824477 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 2.427438 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 9.452644 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 1.962091 \\ +94 & 1833 & 109 & 2 & 120619 & 2.376875 & NaN & 3.479540 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 8.452025 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 2.653862 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 1.981959 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 3.086340 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 2.904485 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 11.347967 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 11.434386 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 20.899896 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 55.850624 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 3.039410 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 5.200195 & NaN & 6.987441 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 3.516088 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 4.517396 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 5.470771 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 6.571774 \\ +196 & 1833 & 145 & 3 & 200619 & 4.207254 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 2.761657 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 4.560021 & 5.960116 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 2.537270 \\ +52 & 1833 & 156 & 3 & 290519 & 10.309065 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 5.680167 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 3.103987 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 5.127832 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 4.329529 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 13.128486 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 4.847226 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 5.702760 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 19.434912 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 2.836534 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 9.115596 \\ +53 & 1833 & 178 & 4 & 290519 & 7.019654 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 2.082756 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 5.235993 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 4.053309 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 4.290526 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 1.669085 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 5.531451 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 7.015921 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 1.647208 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 1.749828 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 4.548409 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 10.870023 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 8.228421 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 6.964253 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 3.275953 & 3.782767 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 3.357647 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 3.807313 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 4.286397 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 2.896069 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 9.312266 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 2.146471 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 1.735972 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 2.003975 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 2.047732 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 2.202841 & 1.623599 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 2.506560 \\ +32 & 1833 & 230 & 6 & 50619 & 13.291184 & 7.534088 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 3.728298 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 4.609320 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 2.741259 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 1.864896 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 8.102101 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 2.189272 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 5.281942 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 2.300938 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 1.799117 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 4.364471 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 2.607682 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 2.008963 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 2.656961 \\ +2 & 1833 & 264 & 6 & 260619 & 2.441578 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 11.430083 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 4.238271 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 4.948597 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 3.510432 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 2.141130 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 3.144808 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 4.145973 \\ +56 & 1833 & 276 & 6 & 290519 & 4.381520 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 1.940535 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 16.459605 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 5.219353 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 8.354331 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 2.127026 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 9.475230 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 8.074309 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 11.847174 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 9.820757 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 2.507828 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 2.991864 \\ +16 & 1833 & 293 & 7 & 10719 & 12.847370 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 7.096490 & 6.596680 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 2.474401 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 8.047495 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 12.867778 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 2.425926 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 2.207613 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 2.300986 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 79.107941 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 7.029109 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 2.384499 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 5.221789 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 15.443633 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 2.458934 \\ +61 & 1833 & 312 & 7 & 290519 & 9.605550 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 10.933601 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 18.513773 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 18.720811 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 2.530285 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 9.943939 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 3.150418 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 5.354509 \\ +80 & 1834 & 327 & 0 & 10319 & 2.549649 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 16.781789 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 2.109784 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 3.012047 & 3.465332 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 14.110093 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 9.967730 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 7.690892 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 7.154197 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 10.160241 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 3.182129 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 5.182481 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 1.975895 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 4.037025 & 2.630462 & 3.350881 & 3.362491 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 5.223404 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 5.468846 & 4.086143 & 3.457157 & 3.109684 \\ +123 & 1834 & 346 & 0 & 220319 & 2.394125 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 2.386305 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & 3.919737 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & 8.033076 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 8.320790 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & 18.363101 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & 22.500725 & 37.750498 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & 2.482459 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & 26.777117 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & 19.141789 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 4.334436 \\ +83 & 1834 & 363 & 3 & 10319 & 2.635592 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 14.226352 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 2.157667 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 3.277451 \\ +591 & 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3.787475 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 3.103157 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 3.602057 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 4.434425 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 5.687180 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 5.526686 & 3.054746 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 2.074780 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 9.814301 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 6.429757 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 2.949088 & 2.974332 & 2.819027 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 6.051640 & 4.838476 & 4.353023 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 2.995924 & 2.746991 & 2.741771 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 3.218361 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 5.961659 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 2.497636 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 2.514381 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 2.397821 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 2.590896 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 2.397256 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 3.441745 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 4.845984 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 2.778280 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 2.126017 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 3.442885 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 3.244437 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 4.980451 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 10.508683 & NaN & 13.433839 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 2.897843 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 4.476059 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 12.709951 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 3.709589 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 5.784646 \\ +96 & 1849 & 745 & 2 & 10319 & 2.276549 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 14.194510 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 2.045963 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 2.484732 & 1.815842 & 2.302659 & 2.042078 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 2.335426 & NaN & 2.665957 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 16.353534 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 4.503314 \\ +181 & 1849 & 756 & 2 & 110319 & 2.848217 & 4.530157 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 4.078060 & 6.344246 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 2.516681 & 4.587155 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 4.150259 & 12.210128 & 5.509588 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 4.806629 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 3.311210 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 4.222245 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 6.447259 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 2.551195 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 2.183403 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 2.925584 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 1.885313 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 9.519679 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 4.410180 \\ +99 & 1849 & 774 & 3 & 10319 & 6.290136 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 2.299468 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 2.334801 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 3.474182 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 3.223996 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 5.790749 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 2.096789 & 2.564870 & 2.650441 & 4.123756 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 7.401839 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 1.778778 & 2.083137 & 2.488816 \\ +183 & 1849 & 786 & 3 & 110319 & 2.400771 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 2.536710 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 3.016086 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 2.531315 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 2.370328 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 4.379589 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 2.171589 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 2.959509 \\ +22 & 1849 & 794 & 3 & 220319 & 2.169477 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 4.161057 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 1.987480 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 11.020076 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 2.173088 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 2.018738 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 6.496119 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 2.276469 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 4.008167 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 8.407534 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 2.519412 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 11.065348 \\ +207 & 1849 & 806 & 3 & 280219 & 4.370041 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 1.901478 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 2.871741 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 1.965001 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 2.837494 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 3.722971 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 4.567682 & NaN & 3.984795 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 4.450254 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 3.173367 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 4.883756 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 2.128832 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 2.364952 \\ +116 & 1849 & 820 & 4 & 60319 & 3.164061 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 1.535817 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 2.591648 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 1.741880 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 2.395417 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 5.320036 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 1.541961 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 8.115274 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 11.553394 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 8.072106 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 3.145244 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 1.938067 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 7.215035 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 3.452162 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 4.767295 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 5.275164 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 2.172269 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 2.463793 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 1.726235 & 1.936257 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 9.691517 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 1.737657 \\ +184 & 1849 & 857 & 5 & 110319 & 2.096320 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 2.487659 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 2.594179 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 1.800518 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 2.110721 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 2.091034 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 14.812232 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 2.221358 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 2.329756 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 2.312612 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 2.919703 & 5.482233 & 2.290708 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 2.066847 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 1.889281 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 6.393733 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 1.702831 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 1.752644 \\ +29 & 1849 & 874 & 5 & 220319 & 2.256350 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 1.926585 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 2.521714 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 2.231845 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 2.816349 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 1.455810 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 2.511603 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 1.496150 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 4.511068 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 1.872568 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 1.834670 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 2.272930 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 1.843163 \\ +210 & 1849 & 887 & 5 & 280219 & 1.869898 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 2.420945 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 2.765383 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 2.163304 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 1.546089 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 4.208243 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 2.790215 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 15.158901 \\ +211 & 1849 & 903 & 6 & 280219 & 4.891892 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 16.737045 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 2.151076 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 2.370571 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 2.047203 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 1.874314 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 5.990194 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 2.246318 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 3.369162 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 3.071183 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 2.854093 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 2.938925 \\ +106 & 1849 & 918 & 7 & 10319 & 2.115318 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 2.381603 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 2.844489 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 2.245557 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 2.100271 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 2.455857 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 3.634797 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 3.200515 \\ +172 & 1849 & 930 & 7 & 150319 & 2.229331 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 2.037397 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 2.257201 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 14.119706 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 5.780874 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 1.790770 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 2.426549 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 4.528564 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spacing.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spacing.csv new file mode 100644 index 000000000..2b8a9e0ae --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spacing.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,0.3639881531722727,,0.3349963147010236,0.4962859315077188 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+451,1849,938,7,280219,,,0.6309879203975328, +558,1849,940,7,280219,,,,0.42115471080700106 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spacing.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spacing.tex new file mode 100644 index 000000000..e15e0e4e8 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spacing.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.363988 & NaN & 0.334996 & 0.496286 \\ +0 & 1833 & 1 & 0 & 260619 & 0.481205 & NaN & 0.511408 & 0.428342 \\ +6 & 1833 & 2 & 0 & 10719 & 0.344784 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.360759 & 0.404989 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.487671 & 0.440470 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.355455 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.366652 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.525389 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.359420 & 0.418814 & 0.490740 & 0.431176 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.341625 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.508269 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.413701 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.354869 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.409161 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.940719 \\ +92 & 1833 & 21 & 0 & 120619 & 0.472219 & 0.605267 & 0.702087 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.363515 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.432273 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.366428 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.455799 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.393735 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.381842 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.331176 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.523808 & NaN & 0.430326 & 0.356104 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.736015 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.538405 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.580830 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.730670 \\ +93 & 1833 & 72 & 1 & 120619 & 0.499002 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.324712 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.424989 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.544456 & 0.442917 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.422044 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.361516 & 0.357203 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.416837 \\ +51 & 1833 & 87 & 1 & 290519 & 0.406818 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.438514 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.462552 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.548669 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.750924 \\ +190 & 1833 & 96 & 2 & 20719 & 0.351660 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.462712 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.518570 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.401211 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.758225 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.407898 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.523572 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.541078 \\ +94 & 1833 & 109 & 2 & 120619 & 0.406026 & NaN & 0.529333 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.509177 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.499867 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.945227 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.419696 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.349138 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.637932 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.465547 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.474060 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.427644 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.502878 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.495105 & NaN & 0.399111 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.401324 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.394014 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.693673 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.380414 \\ +196 & 1833 & 145 & 3 & 200619 & 0.394755 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.430106 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.362262 & 0.347255 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.539465 \\ +52 & 1833 & 156 & 3 & 290519 & 0.657812 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 0.467750 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.459536 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 0.892382 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.539924 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.497988 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.347931 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.365879 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.352713 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.449780 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.540474 \\ +53 & 1833 & 178 & 4 & 290519 & 0.348425 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.421414 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.336613 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.569400 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.519760 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.477520 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.344194 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.421762 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.467369 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.811197 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.435739 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.380409 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 0.499467 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.395106 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.648174 & 0.599558 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.601391 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.373547 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 0.517089 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 0.620283 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 0.851542 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 0.921368 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 0.697005 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 0.505881 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.609379 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.839810 & 0.685797 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.579841 \\ +32 & 1833 & 230 & 6 & 50619 & 0.594344 & 0.562941 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.377590 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.371053 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.399933 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 0.577005 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.823769 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.841160 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.710432 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.383262 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 0.696324 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 0.516637 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.368669 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.379324 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.351801 \\ +2 & 1833 & 264 & 6 & 260619 & 0.592958 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 0.553477 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.344106 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.572722 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 0.386623 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.634330 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.630111 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 0.710765 \\ +56 & 1833 & 276 & 6 & 290519 & 0.548896 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 0.802254 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.363951 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 0.369376 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.431780 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 0.603499 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 0.433852 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 0.462721 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 0.701788 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.476413 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 0.439603 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.881696 \\ +16 & 1833 & 293 & 7 & 10719 & 0.440936 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 0.516760 & 0.377405 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 0.513252 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 0.702060 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 0.694113 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 0.345557 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.590926 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 0.553473 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.604074 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.667951 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 0.648666 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 0.724190 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.444709 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.730992 \\ +61 & 1833 & 312 & 7 & 290519 & 0.408860 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.460479 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.387775 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.476948 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 0.435698 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 0.643232 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 0.622636 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.341792 \\ +80 & 1834 & 327 & 0 & 10319 & 0.519466 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.540382 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 0.562595 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.598909 & 0.640396 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 0.548335 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.319515 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.414402 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 0.669359 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 0.456203 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.598001 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 0.611369 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 0.442132 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 0.586479 & 0.578432 & 0.563596 & 0.612635 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 0.818108 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 0.670096 & 0.826698 & 0.870984 & 0.736247 \\ +123 & 1834 & 346 & 0 & 220319 & 0.617592 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 0.565104 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & 0.765089 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.477709 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 0.909502 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & 0.802406 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & 0.756640 & 0.788589 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & 0.516303 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & 0.550645 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & 0.671604 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 0.662059 \\ +83 & 1834 & 363 & 3 & 10319 & 0.642199 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 0.445873 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 0.532409 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 0.596634 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 0.394527 \\ +142 & 1834 & 369 & 3 & 60319 & 0.573846 & NaN & NaN & NaN \\ +143 & 1834 & 370 & 3 & 60319 & 0.674257 & NaN & NaN & NaN \\ +144 & 1834 & 371 & 3 & 60319 & 0.490374 & 0.521453 & 0.633058 & 0.864365 \\ +326 & 1834 & 372 & 3 & 60319 & NaN & 0.869795 & NaN & NaN \\ +612 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 0.563788 \\ +348 & 1834 & 374 & 3 & 110319 & NaN & 0.679480 & NaN & NaN \\ +151 & 1834 & 376 & 3 & 120319 & 0.587455 & 0.556914 & 0.564172 & NaN \\ +239 & 1834 & 377 & 3 & 120319 & NaN & 0.853632 & NaN & NaN \\ +543 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 0.602787 \\ +258 & 1834 & 380 & 3 & 150319 & NaN & 0.645864 & NaN & NaN \\ +426 & 1834 & 382 & 3 & 150319 & NaN & NaN & 0.689426 & NaN \\ +567 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 0.432330 \\ +124 & 1834 & 384 & 3 & 220319 & 0.556361 & 0.756473 & 0.453133 & 0.796724 \\ +84 & 1834 & 385 & 4 & 10319 & 0.750725 & NaN & NaN & NaN \\ +85 & 1834 & 386 & 4 & 10319 & 0.698537 & NaN & NaN & NaN \\ +306 & 1834 & 387 & 4 & 10319 & NaN & 0.408280 & NaN & NaN \\ +307 & 1834 & 388 & 4 & 10319 & NaN & 0.657501 & NaN & NaN \\ +308 & 1834 & 389 & 4 & 10319 & NaN & 0.769143 & NaN & NaN \\ +309 & 1834 & 390 & 4 & 10319 & NaN & 0.421965 & NaN & NaN \\ +506 & 1834 & 391 & 4 & 10319 & NaN & NaN & 0.963226 & NaN \\ +507 & 1834 & 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NaN \\ +134 & 1834 & 557 & 7 & 220319 & 0.737968 & NaN & NaN & NaN \\ +135 & 1834 & 558 & 7 & 220319 & 0.715622 & NaN & NaN & NaN \\ +136 & 1834 & 559 & 7 & 220319 & 0.563414 & NaN & NaN & NaN \\ +232 & 1834 & 560 & 7 & 220319 & NaN & 0.562185 & NaN & NaN \\ +233 & 1834 & 561 & 7 & 220319 & NaN & 0.877759 & 0.822335 & 0.868473 \\ +234 & 1834 & 562 & 7 & 220319 & NaN & 0.657782 & 0.555159 & NaN \\ +235 & 1834 & 563 & 7 & 220319 & NaN & 0.966658 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & 0.955891 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 0.645267 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 0.982969 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.410414 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.409421 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 0.520294 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 0.653333 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 0.694535 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 0.482191 & 0.511812 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 0.665864 & NaN & NaN \\ +44 & 1839 & 580 & 1 & 290519 & 0.625783 & NaN & NaN & NaN \\ +516 & 1839 & 581 & 2 & 120619 & NaN & NaN & 0.694074 & NaN \\ +517 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.549226 & NaN \\ +532 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.496899 \\ +66 & 1839 & 584 & 3 & 200619 & 0.532989 & NaN & NaN & NaN \\ +391 & 1839 & 585 & 3 & 200619 & NaN & 0.920184 & NaN & NaN \\ +156 & 1839 & 586 & 4 & 60619 & 1.061273 & NaN & NaN & NaN \\ +217 & 1839 & 587 & 4 & 60619 & NaN & 0.426664 & NaN & NaN \\ +459 & 1839 & 588 & 4 & 60619 & NaN & NaN & 0.457376 & NaN \\ +635 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 0.691196 \\ +386 & 1839 & 590 & 4 & 120619 & NaN & 0.564332 & NaN & NaN \\ +518 & 1839 & 591 & 4 & 120619 & NaN & NaN & 0.462216 & NaN \\ +519 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.596445 & NaN \\ +533 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.433324 \\ +534 & 1839 & 594 & 4 & 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110319 & NaN & 0.558112 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.700070 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.728310 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 0.783799 & 0.517542 & 0.380855 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.573837 & 0.940269 & 0.450586 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.801064 & 0.863194 & 0.874623 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.459220 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.777632 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.804039 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.605267 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.723233 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.551340 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.528546 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.823110 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.512149 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.637047 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 0.925526 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.480285 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.866588 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.897272 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.816899 & NaN & 0.706867 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 1.104923 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.615681 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.730334 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.703376 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.575655 \\ +96 & 1849 & 745 & 2 & 10319 & 0.841025 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.566710 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.456402 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.636804 & 0.730115 & 0.441492 & 0.758595 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.662693 & NaN & 0.692082 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.511975 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.769729 \\ +181 & 1849 & 756 & 2 & 110319 & 0.650496 & 0.482056 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 0.576844 & 0.771840 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 0.505929 & 0.954685 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 0.803656 & 0.707322 & 0.847149 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 1.285059 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.436236 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 0.828154 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 0.631031 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 0.673048 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 0.845701 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 0.845406 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 0.648099 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.464537 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.920731 \\ +99 & 1849 & 774 & 3 & 10319 & 0.545132 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 0.591172 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 0.983218 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 0.698858 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 0.610580 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 0.579769 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 0.934349 & 1.293758 & 0.915853 & NaN \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 0.525151 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 0.717368 & 0.526968 & 0.645787 \\ +183 & 1849 & 786 & 3 & 110319 & 0.870309 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.777236 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 0.653988 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 0.680248 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 0.551927 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 0.518205 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.895388 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.905780 \\ +22 & 1849 & 794 & 3 & 220319 & 0.669571 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 0.650979 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.660069 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.749883 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 0.976595 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.709419 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.844244 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.474028 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.721148 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.525893 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.718125 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.888951 \\ +207 & 1849 & 806 & 3 & 280219 & 0.674067 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.991271 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.720691 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.567331 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.629024 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.493854 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 0.856159 & NaN & 1.104038 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.497227 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.712062 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.510678 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.571823 \\ +116 & 1849 & 820 & 4 & 60319 & 0.655290 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 0.791399 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.655586 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 0.834889 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 0.885584 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 0.616291 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 0.868348 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.712360 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.531133 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.413135 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 0.512727 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 0.772253 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.655282 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.525581 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.437422 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.429472 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 0.631153 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 0.887821 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 0.675828 & 0.478101 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 0.676899 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.633222 \\ +184 & 1849 & 857 & 5 & 110319 & 0.883469 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 0.857523 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 0.889339 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 0.657838 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 0.779875 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 0.506255 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.552014 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 0.574702 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 0.881529 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 0.683133 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 0.685354 & 0.906014 & 0.927150 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 0.834801 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 0.799023 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.487051 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.574403 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.755660 \\ +29 & 1849 & 874 & 5 & 220319 & 0.583327 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 0.697612 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 0.588107 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 0.842111 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.703664 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.598638 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.658970 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.733240 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.647026 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.842976 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.531089 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.492047 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.657417 \\ +210 & 1849 & 887 & 5 & 280219 & 0.842597 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.619168 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.747656 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 1.239198 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.752571 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.616213 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.351461 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.553398 \\ +211 & 1849 & 903 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.412239 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.904669 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 1.211428 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.950809 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.584745 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.730464 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.529578 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.466790 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.568138 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.544293 \\ +106 & 1849 & 918 & 7 & 10319 & 0.513600 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 0.451399 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 0.836418 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 0.510037 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 0.546667 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 0.613333 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.617427 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.673333 \\ +172 & 1849 & 930 & 7 & 150319 & 0.760307 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.654663 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.479377 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.461177 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 0.442631 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.511834 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.630988 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.421155 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_sparsity.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_sparsity.csv new file mode 100644 index 000000000..93d5914d3 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_sparsity.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,0.7913093299301173,,0.7623231501067206,0.7495340027664352 +0,1833,1,0,260619,0.7668987064709731,,0.7170444108347349,0.8620680384004241 +6,1833,2,0,10719,0.3784828790045278,,, +7,1833,3,0,10719,0.5239685945112745,0.7668574761927884,, +8,1833,4,0,10719,0.7146741997490622,0.5929049801459007,, +403,1833,6,0,10719,,0.5908361459156092,, +404,1833,7,0,10719,,0.4433785158522137,, +188,1833,9,0,20719,0.7065067936705737,,, 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a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_sparsity.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_sparsity.tex new file mode 100644 index 000000000..4f1345171 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_sparsity.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.791309 & NaN & 0.762323 & 0.749534 \\ +0 & 1833 & 1 & 0 & 260619 & 0.766899 & NaN & 0.717044 & 0.862068 \\ +6 & 1833 & 2 & 0 & 10719 & 0.378483 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.523969 & 0.766857 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.714674 & 0.592905 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.590836 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.443379 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.706507 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.900910 & 0.910422 & 0.850808 & 0.921960 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.952415 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.482820 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.774642 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.300954 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.807208 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.780161 \\ +92 & 1833 & 21 & 0 & 120619 & 0.633502 & 0.639745 & 0.479968 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.877139 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.843249 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.579524 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.858169 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.560949 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.901507 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.797714 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.723372 & NaN & 0.878476 & 0.876360 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.518620 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.893651 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.919938 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.928781 \\ +93 & 1833 & 72 & 1 & 120619 & 0.918490 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.944682 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.909431 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.935560 & 0.919343 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.908065 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.825855 & 0.887898 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.849986 \\ +51 & 1833 & 87 & 1 & 290519 & 0.615097 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.659988 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.575501 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.949732 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.921147 \\ +190 & 1833 & 96 & 2 & 20719 & 0.912402 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.689405 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.936330 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.227841 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.639678 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.922615 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.508553 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.941713 \\ +94 & 1833 & 109 & 2 & 120619 & 0.927691 & NaN & 0.871597 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.747159 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.886065 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.907135 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.718823 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.836867 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.563669 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.468951 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.270994 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.082318 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.788545 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.634090 & NaN & 0.581924 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.803032 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.718863 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.676768 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.474718 \\ +196 & 1833 & 145 & 3 & 200619 & 0.707445 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.924998 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.731693 & 0.720390 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.903898 \\ +52 & 1833 & 156 & 3 & 290519 & 0.420804 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 0.530684 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.861714 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 0.627218 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.765678 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.291832 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.737338 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.710445 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.286296 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.806913 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.552962 \\ +53 & 1833 & 178 & 4 & 290519 & 0.500383 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.926754 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.556183 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.705813 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.878470 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.978652 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.590880 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.562034 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.980624 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.963530 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.503232 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.374801 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 0.537092 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.482518 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.847361 & 0.760523 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.649047 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.809450 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 0.634644 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 0.829092 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 0.354842 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 0.900844 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 0.957710 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 0.981269 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.919386 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.952631 & 0.976523 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.929562 \\ +32 & 1833 & 230 & 6 & 50619 & 0.374602 & 0.584313 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.721529 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.793500 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.885387 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 0.953040 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.423485 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.887178 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.558563 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.936133 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 0.971850 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 0.704199 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.891500 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.938582 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.880162 \\ +2 & 1833 & 264 & 6 & 260619 & 0.905321 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 0.531682 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.725204 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.731839 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 0.756660 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.937698 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.929768 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 0.704573 \\ +56 & 1833 & 276 & 6 & 290519 & 0.716193 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 0.903611 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.293822 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 0.585159 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.444063 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 0.946421 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 0.638043 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 0.543572 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 0.384699 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.834326 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 0.906698 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.855887 \\ +16 & 1833 & 293 & 7 & 10719 & 0.226473 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 0.510021 & 0.615634 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 0.878125 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 0.544268 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 0.487109 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 0.934630 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.951985 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 0.932630 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.146350 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.552713 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 0.903329 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 0.442384 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.327764 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.935192 \\ +61 & 1833 & 312 & 7 & 290519 & 0.320406 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.364795 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.189007 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.212015 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 0.841806 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 0.673427 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 0.933516 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.674353 \\ +80 & 1834 & 327 & 0 & 10319 & 0.867304 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.280326 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 0.931779 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.851952 & 0.861765 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 0.488783 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.516461 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.593515 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 0.658518 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 0.614072 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.800421 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 0.579479 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & 0.964190 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 0.686507 & 0.813944 & 0.787110 & 0.791323 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 0.814607 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & 0.623262 & 0.843942 & 0.792683 & 0.871078 \\ +123 & 1834 & 346 & 0 & 220319 & 0.934331 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 0.919229 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & 0.728880 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.447453 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 0.361634 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & 0.132019 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & 0.106446 & 0.062081 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & 0.894422 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & 0.318402 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & 0.349370 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & 0.810883 \\ +83 & 1834 & 363 & 3 & 10319 & 0.915103 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 0.203945 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 0.915190 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 0.808705 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 0.933192 \\ +142 & 1834 & 369 & 3 & 60319 & 0.931157 & NaN & NaN & NaN \\ +143 & 1834 & 370 & 3 & 60319 & 0.548622 & NaN & NaN & NaN \\ +144 & 1834 & 371 & 3 & 60319 & 0.822538 & 0.926040 & 0.849173 & 0.840724 \\ +326 & 1834 & 372 & 3 & 60319 & NaN & 0.756642 & NaN & NaN \\ +612 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 0.237070 \\ +348 & 1834 & 374 & 3 & 110319 & NaN & 0.911576 & NaN & NaN \\ +151 & 1834 & 376 & 3 & 120319 & 0.862674 & 0.916077 & 0.882586 & NaN \\ +239 & 1834 & 377 & 3 & 120319 & NaN & 0.746130 & NaN & NaN \\ +543 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 0.895495 \\ +258 & 1834 & 380 & 3 & 150319 & NaN & 0.923379 & NaN & NaN \\ +426 & 1834 & 382 & 3 & 150319 & NaN & NaN & 0.939329 & NaN \\ +567 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 0.841534 \\ +124 & 1834 & 384 & 3 & 220319 & 0.900929 & 0.862992 & 0.830993 & 0.821347 \\ +84 & 1834 & 385 & 4 & 10319 & 0.928652 & NaN & NaN & NaN \\ +85 & 1834 & 386 & 4 & 10319 & 0.934718 & NaN & NaN & NaN \\ +306 & 1834 & 387 & 4 & 10319 & NaN & 0.912801 & NaN & NaN \\ +307 & 1834 & 388 & 4 & 10319 & NaN & 0.895678 & NaN & NaN \\ +308 & 1834 & 389 & 4 & 10319 & NaN & 0.895721 & NaN & NaN \\ +309 & 1834 & 390 & 4 & 10319 & NaN & 0.949806 & NaN & NaN \\ +506 & 1834 & 391 & 4 & 10319 & NaN & NaN & 0.861137 & NaN \\ +507 & 1834 & 392 & 4 & 10319 & NaN & NaN & 0.679722 & NaN \\ +508 & 1834 & 393 & 4 & 10319 & NaN & NaN & 0.923899 & NaN \\ +485 & 1834 & 399 & 4 & 120319 & NaN & NaN & 0.382547 & NaN \\ +486 & 1834 & 400 & 4 & 120319 & NaN & NaN & 0.702450 & NaN \\ +125 & 1834 & 402 & 4 & 220319 & 0.880393 & 0.792738 & NaN & NaN \\ +488 & 1834 & 404 & 4 & 220319 & NaN & NaN & 0.892960 & 0.804904 \\ +579 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 0.775797 \\ +580 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 0.804188 \\ +581 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 0.940281 \\ +86 & 1834 & 408 & 5 & 10319 & 0.943549 & NaN & NaN & NaN \\ +87 & 1834 & 409 & 5 & 10319 & 0.970604 & NaN & NaN & NaN \\ +310 & 1834 & 410 & 5 & 10319 & NaN & 0.965432 & NaN & NaN \\ +311 & 1834 & 411 & 5 & 10319 & NaN & 0.952003 & 0.905448 & NaN \\ +509 & 1834 & 412 & 5 & 10319 & NaN & NaN & 0.956833 & NaN \\ +592 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 0.931966 \\ +593 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 0.887607 \\ +145 & 1834 & 415 & 5 & 60319 & 0.980003 & NaN & NaN & NaN \\ +327 & 1834 & 416 & 5 & 60319 & NaN & 0.979567 & NaN & NaN \\ +328 & 1834 & 417 & 5 & 60319 & NaN & 0.963666 & 0.945602 & 0.851416 \\ +470 & 1834 & 418 & 5 & 60319 & NaN & NaN & 0.889083 & NaN \\ +471 & 1834 & 419 & 5 & 60319 & NaN & NaN & 0.911115 & NaN \\ +70 & 1834 & 420 & 5 & 110319 & 0.941943 & NaN & NaN & NaN \\ +614 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 0.948534 \\ +71 & 1834 & 422 & 5 & 110319 & 0.937474 & NaN & NaN & NaN \\ +72 & 1834 & 423 & 5 & 110319 & 0.891366 & 0.877313 & NaN & NaN \\ +349 & 1834 & 424 & 5 & 110319 & NaN & 0.949146 & NaN & NaN \\ +350 & 1834 & 425 & 5 & 110319 & NaN & 0.878511 & NaN & NaN \\ +152 & 1834 & 428 & 5 & 120319 & 0.907622 & 0.906160 & 0.939337 & 0.879990 \\ +487 & 1834 & 429 & 5 & 120319 & NaN & NaN & 0.950799 & NaN \\ +544 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 0.708985 \\ +545 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 0.661207 \\ +33 & 1834 & 432 & 5 & 150319 & 0.942559 & NaN & NaN & NaN \\ +34 & 1834 & 433 & 5 & 150319 & 0.540364 & NaN & NaN & NaN \\ +35 & 1834 & 434 & 5 & 150319 & 0.906770 & NaN & NaN & NaN \\ +36 & 1834 & 435 & 5 & 150319 & 0.846774 & NaN & NaN & NaN \\ +259 & 1834 & 436 & 5 & 150319 & NaN & 0.877587 & NaN & NaN \\ +427 & 1834 & 437 & 5 & 150319 & NaN & NaN & 0.620460 & 0.302230 \\ +428 & 1834 & 438 & 5 & 150319 & NaN & NaN & 0.923987 & NaN \\ +568 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 0.930142 \\ +569 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 0.960015 \\ +570 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 0.738902 \\ +571 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 0.882863 \\ +572 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 0.367056 \\ +126 & 1834 & 444 & 5 & 220319 & 0.704556 & NaN & NaN & NaN \\ +88 & 1834 & 445 & 6 & 10319 & 0.967804 & NaN & NaN & NaN \\ +89 & 1834 & 446 & 6 & 10319 & 0.940555 & 0.962763 & NaN & NaN \\ +312 & 1834 & 447 & 6 & 10319 & NaN & 0.979671 & NaN & NaN \\ +313 & 1834 & 448 & 6 & 10319 & NaN & 0.734237 & NaN & NaN \\ +510 & 1834 & 449 & 6 & 10319 & NaN & NaN & 0.983346 & 0.975597 \\ +511 & 1834 & 450 & 6 & 10319 & NaN & NaN & 0.962497 & 0.973235 \\ +594 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 0.732225 \\ +329 & 1834 & 452 & 6 & 60319 & NaN & 0.973309 & 0.984266 & NaN \\ +330 & 1834 & 453 & 6 & 60319 & NaN & 0.977899 & 0.911864 & NaN \\ +331 & 1834 & 454 & 6 & 60319 & NaN & 0.958021 & NaN & NaN \\ +332 & 1834 & 455 & 6 & 60319 & NaN & 0.977618 & 0.972621 & 0.978379 \\ +472 & 1834 & 456 & 6 & 60319 & NaN & NaN & 0.874212 & NaN \\ +615 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 0.973389 \\ +616 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 0.965550 \\ +73 & 1834 & 459 & 6 & 110319 & 0.968048 & NaN & NaN & NaN \\ +74 & 1834 & 460 & 6 & 110319 & 0.966098 & NaN & NaN & NaN \\ +351 & 1834 & 461 & 6 & 110319 & NaN & 0.954961 & NaN & NaN \\ +352 & 1834 & 462 & 6 & 110319 & NaN & 0.979037 & NaN & NaN \\ +353 & 1834 & 464 & 6 & 110319 & NaN & 0.504847 & NaN & NaN \\ +354 & 1834 & 465 & 6 & 110319 & NaN & 0.709895 & NaN & NaN \\ +153 & 1834 & 472 & 6 & 120319 & 0.936908 & 0.964986 & 0.978969 & 0.967301 \\ +260 & 1834 & 473 & 6 & 150319 & NaN & 0.973263 & 0.949579 & 0.975719 \\ +261 & 1834 & 474 & 6 & 150319 & NaN & 0.970484 & NaN & NaN \\ +429 & 1834 & 475 & 6 & 150319 & NaN & NaN & 0.288260 & NaN \\ +430 & 1834 & 476 & 6 & 150319 & NaN & NaN & 0.958858 & NaN \\ +573 & 1834 & 477 & 6 & 150319 & NaN & NaN & NaN & 0.970670 \\ +128 & 1834 & 478 & 6 & 220319 & 0.962133 & NaN & NaN & NaN \\ +129 & 1834 & 479 & 6 & 220319 & 0.901049 & NaN & NaN & NaN \\ +130 & 1834 & 480 & 6 & 220319 & 0.163818 & NaN & NaN & NaN \\ +131 & 1834 & 481 & 6 & 220319 & 0.934969 & NaN & NaN & NaN \\ +228 & 1834 & 483 & 6 & 220319 & NaN & 0.981135 & NaN & NaN \\ +229 & 1834 & 484 & 6 & 220319 & NaN & 0.960585 & NaN & NaN \\ +230 & 1834 & 485 & 6 & 220319 & NaN & 0.852675 & NaN & NaN \\ +231 & 1834 & 486 & 6 & 220319 & NaN & 0.948012 & NaN & NaN \\ +489 & 1834 & 487 & 6 & 220319 & NaN & NaN & 0.925746 & 0.919230 \\ +490 & 1834 & 488 & 6 & 220319 & NaN & NaN & 0.946671 & 0.961426 \\ 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NaN \\ +334 & 1834 & 505 & 7 & 60319 & NaN & 0.917909 & 0.928782 & NaN \\ +335 & 1834 & 506 & 7 & 60319 & NaN & 0.984552 & 0.976329 & 0.977542 \\ +336 & 1834 & 507 & 7 & 60319 & NaN & 0.965431 & 0.939349 & 0.954906 \\ +337 & 1834 & 508 & 7 & 60319 & NaN & 0.952467 & 0.905909 & 0.938870 \\ +473 & 1834 & 509 & 7 & 60319 & NaN & NaN & 0.905078 & NaN \\ +617 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 0.938529 \\ +75 & 1834 & 511 & 7 & 110319 & 0.840524 & NaN & NaN & NaN \\ +76 & 1834 & 512 & 7 & 110319 & 0.578862 & 0.688320 & NaN & NaN \\ +77 & 1834 & 513 & 7 & 110319 & 0.511456 & NaN & NaN & NaN \\ +78 & 1834 & 514 & 7 & 110319 & 0.948934 & 0.976719 & NaN & NaN \\ +79 & 1834 & 515 & 7 & 110319 & 0.931714 & NaN & NaN & NaN \\ +355 & 1834 & 516 & 7 & 110319 & NaN & 0.426663 & NaN & NaN \\ +356 & 1834 & 517 & 7 & 110319 & NaN & 0.680737 & NaN & NaN \\ +357 & 1834 & 519 & 7 & 110319 & NaN & 0.496654 & NaN & NaN \\ +358 & 1834 & 520 & 7 & 110319 & NaN & 0.505045 & NaN & NaN \\ +154 & 1834 & 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0.567892 & NaN & NaN \\ +431 & 1834 & 543 & 7 & 150319 & NaN & NaN & 0.923060 & NaN \\ +432 & 1834 & 544 & 7 & 150319 & NaN & NaN & 0.652036 & NaN \\ +433 & 1834 & 545 & 7 & 150319 & NaN & NaN & 0.899397 & NaN \\ +434 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.324728 & NaN \\ +435 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.533550 & NaN \\ +436 & 1834 & 548 & 7 & 150319 & NaN & NaN & 0.904002 & NaN \\ +437 & 1834 & 549 & 7 & 150319 & NaN & NaN & 0.629138 & NaN \\ +574 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 0.843975 \\ +575 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 0.960167 \\ +576 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 0.985423 \\ +577 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 0.945318 \\ +578 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 0.774199 \\ +132 & 1834 & 555 & 7 & 220319 & 0.951579 & NaN & NaN & NaN \\ +133 & 1834 & 556 & 7 & 220319 & 0.428319 & NaN & NaN & NaN \\ +134 & 1834 & 557 & 7 & 220319 & 0.394086 & NaN & NaN & NaN \\ +135 & 1834 & 558 & 7 & 220319 & 0.133087 & NaN & NaN & NaN \\ +136 & 1834 & 559 & 7 & 220319 & 0.960121 & NaN & NaN & NaN \\ +232 & 1834 & 560 & 7 & 220319 & NaN & 0.982731 & NaN & NaN \\ +233 & 1834 & 561 & 7 & 220319 & NaN & 0.553695 & 0.482601 & 0.333892 \\ +234 & 1834 & 562 & 7 & 220319 & NaN & 0.920554 & 0.849019 & NaN \\ +235 & 1834 & 563 & 7 & 220319 & NaN & 0.918236 & NaN & NaN \\ +492 & 1834 & 564 & 7 & 220319 & NaN & NaN & 0.972440 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 0.919501 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 0.976127 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.628756 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.394766 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 0.475206 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 0.664150 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 0.460677 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 0.699501 & 0.703226 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 0.367548 & NaN & NaN \\ +44 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NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 0.969358 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.883763 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.909066 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 0.613627 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 0.664674 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.464965 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.886573 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.330013 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.820427 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.943561 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.213360 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.927671 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.330018 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 0.910933 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 0.920451 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 0.834923 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 0.942901 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 0.845310 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 0.962268 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 0.869158 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 0.572469 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 0.342584 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 0.432418 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 0.938029 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 0.315423 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 0.593420 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 0.790578 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 0.627621 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & 0.425861 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 0.736053 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 0.948864 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 0.975047 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 0.773896 & 0.821337 & 0.820790 & 0.838659 \\ +158 & 1849 & 678 & 0 & 150319 & 0.943493 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & 0.892824 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.786266 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.702148 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.828997 \\ +19 & 1849 & 683 & 0 & 220319 & 0.886987 & NaN & 0.866248 & 0.919425 \\ +197 & 1849 & 685 & 0 & 280219 & 0.940231 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 0.963650 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.825866 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.814313 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.970108 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.966363 \\ +95 & 1849 & 691 & 1 & 10319 & 0.931851 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.209769 & NaN & NaN & NaN \\ +109 & 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& 0.906991 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.776370 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.835277 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 0.642746 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 0.555122 & NaN & 0.475536 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 0.864639 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.759166 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.473036 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.863716 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.710387 \\ +96 & 1849 & 745 & 2 & 10319 & 0.910936 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.285058 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.928291 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.921915 & 0.929347 & 0.929355 & 0.930450 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.948367 & NaN & 0.930329 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.263259 & NaN \\ +598 & 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& NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.477847 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.376512 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.534466 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 0.783400 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 0.939056 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.689898 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.799374 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.583754 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.585043 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 0.939605 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 0.918693 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 0.943956 & 0.957991 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 0.667006 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.960147 \\ +184 & 1849 & 857 & 5 & 110319 & 0.952713 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 0.892922 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 0.895130 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 0.948863 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 0.942304 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 0.929945 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.328082 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 0.897299 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 0.958330 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 0.936139 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 0.868716 & 0.644385 & 0.888962 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 0.975413 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 0.971975 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.657647 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.980152 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.965139 \\ +29 & 1849 & 874 & 5 & 220319 & 0.885094 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 0.933862 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 0.864480 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 0.891703 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.884198 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.980491 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.848222 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.968905 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.694108 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.922399 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.968610 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.931978 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.944690 \\ +210 & 1849 & 887 & 5 & 280219 & 0.951992 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.940219 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.881491 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.887156 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.964271 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.553352 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.903514 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.243790 \\ +211 & 1849 & 903 & 6 & 280219 & 0.610594 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.307615 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.930871 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 0.840037 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 0.926911 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.912743 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.590608 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.868974 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.731103 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.876548 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.906693 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.924301 \\ +106 & 1849 & 918 & 7 & 10319 & 0.923466 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 0.937536 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 0.885913 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 0.865325 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 0.952350 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 0.856228 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.756402 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.915940 \\ +172 & 1849 & 930 & 7 & 150319 & 0.927865 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.955148 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.950043 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.419317 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 0.619252 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.967923 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.929127 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.698362 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spatial_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spatial_average_rate.csv new file mode 100644 index 000000000..4fd41b050 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spatial_average_rate.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,14.551459310557995,,9.199202144974118,8.886358829223209 +0,1833,1,0,260619,3.673688463669595,,1.8408546984778773,6.184156970989502 +6,1833,2,0,10719,0.4988906811365215,,, +7,1833,3,0,10719,4.495538558019354,4.675059760860163,, +8,1833,4,0,10719,2.375166397071472,2.004329321383117,, +403,1833,6,0,10719,,5.459588148716652,, +404,1833,7,0,10719,,3.3251755633262823,, +188,1833,9,0,20719,1.2917671559816741,,, +189,1833,10,0,20719,14.519908704799207,12.680712886760444,12.24206495027309,13.803795755107613 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+445,1849,845,4,280219,,,6.598800809739371, +102,1849,848,5,10319,0.4836596761562798,,, +103,1849,849,5,10319,0.34446887418133165,,, +117,1849,852,5,60319,21.822527653038147,,, +118,1849,853,5,60319,14.185911427390785,,, +342,1849,854,5,60319,,28.87923573130039,33.75397557303391, +343,1849,855,5,60319,,1.3364220619715197,, +600,1849,856,5,60319,,,,40.85072310934653 +184,1849,857,5,110319,19.45328077587923,,, +185,1849,858,5,110319,19.3107713211033,,, +186,1849,859,5,110319,15.342791860240618,,, +226,1849,860,5,110319,,23.957801824511748,, +227,1849,861,5,110319,,23.62480559335364,, +168,1849,863,5,150319,14.14710192727199,,, +169,1849,864,5,150319,0.5457932767596466,,, +170,1849,865,5,150319,11.509760084618346,,, +171,1849,866,5,150319,19.376125345270644,,, +284,1849,867,5,150319,,12.42272732345867,, +285,1849,868,5,150319,,17.879894752796734,6.977562969821904,21.53843547957398 +286,1849,869,5,150319,,20.497570970302533,, +287,1849,870,5,150319,,10.084178144421788,, 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+601,1849,901,6,60319,,,,9.808343224556776 +602,1849,902,6,60319,,,,0.8640599919038146 +211,1849,903,6,280219,7.604632238017763,,, +212,1849,904,6,280219,0.5181546862324278,,, +213,1849,905,6,280219,19.544642265483798,,, +214,1849,906,6,280219,18.78272623836054,,, +299,1849,909,6,280219,,32.793454292582275,, +300,1849,910,6,280219,,23.918645553808798,, +447,1849,912,6,280219,,,0.5631769223939238, +448,1849,913,6,280219,,,12.510735200018775, +449,1849,914,6,280219,,,5.091997684796863, +450,1849,915,6,280219,,,24.209047103854022, +555,1849,916,6,280219,,,,14.641379372826982 +556,1849,917,6,280219,,,,26.63410938841168 +106,1849,918,7,10319,21.60932043712665,,, +120,1849,922,7,60319,22.267228171924682,,, +121,1849,923,7,60319,11.774567193021257,,, +344,1849,924,7,60319,,11.04103143918148,, +345,1849,925,7,60319,,23.74485561600677,, +346,1849,926,7,60319,,3.557483932531037,, +424,1849,928,7,60319,,,8.883066012742978, +603,1849,929,7,60319,,,,23.601560824609837 +172,1849,930,7,150319,6.004997782484858,,, +215,1849,931,7,280219,18.190262760261096,,, +216,1849,933,7,280219,10.683477353504033,,, +301,1849,934,7,280219,,0.12912210054964693,, +302,1849,935,7,280219,,2.668384634422165,, +303,1849,936,7,280219,,16.745368897842695,, +451,1849,938,7,280219,,,12.822256107236868, +558,1849,940,7,280219,,,,5.8152229377167215 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spatial_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spatial_average_rate.tex new file mode 100644 index 000000000..b7175ba47 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_spatial_average_rate.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 14.551459 & NaN & 9.199202 & 8.886359 \\ +0 & 1833 & 1 & 0 & 260619 & 3.673688 & NaN & 1.840855 & 6.184157 \\ +6 & 1833 & 2 & 0 & 10719 & 0.498891 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 4.495539 & 4.675060 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 2.375166 & 2.004329 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 5.459588 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 3.325176 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 1.291767 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 14.519909 & 12.680713 & 12.242065 & 13.803796 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 23.353148 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.202834 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.134642 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.104135 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 16.732910 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 2.978598 \\ +92 & 1833 & 21 & 0 & 120619 & 1.982113 & 1.690909 & 1.895292 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 11.454885 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 2.510153 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.385417 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 6.912428 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 3.644629 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 6.502070 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 9.638754 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 5.934518 & NaN & 16.963708 & 17.256086 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 1.342858 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 20.450208 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 18.427656 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 17.670585 \\ +93 & 1833 & 72 & 1 & 120619 & 20.447744 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 23.539703 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 17.257253 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 19.651709 & 19.127405 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 30.494282 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 24.376373 & 26.760803 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 4.569749 \\ +51 & 1833 & 87 & 1 & 290519 & 8.872136 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 2.584772 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 5.631354 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 16.142286 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 16.433298 \\ +190 & 1833 & 96 & 2 & 20719 & 25.809358 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.476285 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 26.797096 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.060729 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 1.623229 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 31.424594 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.437157 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 34.966735 \\ +94 & 1833 & 109 & 2 & 120619 & 18.875972 & NaN & 31.145968 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 2.749988 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 9.966034 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 16.063896 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 7.326060 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 18.955507 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.327422 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.151602 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.086158 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.011506 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 6.934569 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 2.170676 & NaN & 3.331333 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 7.533711 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 11.948847 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 5.332778 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 2.150617 \\ +196 & 1833 & 145 & 3 & 200619 & 3.995187 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 20.306845 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 6.768518 & 4.550125 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 13.786441 \\ +52 & 1833 & 156 & 3 & 290519 & 0.537859 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 3.067245 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 7.862957 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 11.992060 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 4.881424 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.776215 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 3.547051 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.781563 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.146136 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 9.961419 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 2.816532 \\ +53 & 1833 & 178 & 4 & 290519 & 3.008649 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 14.225003 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 5.814584 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 7.006419 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 22.956880 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 28.085529 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 4.604762 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.670104 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 24.570082 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 21.222402 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 4.201842 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.504973 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 2.741506 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 1.819979 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 14.665561 & 6.854494 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 8.898938 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 15.391420 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 7.037139 & NaN & NaN & 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& 564 & 7 & 220319 & NaN & NaN & 22.391612 & NaN \\ +493 & 1834 & 565 & 7 & 220319 & NaN & NaN & 8.403163 & NaN \\ +582 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 32.632583 \\ +583 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.307407 \\ +584 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.395063 \\ +385 & 1839 & 569 & 0 & 120619 & NaN & 0.802190 & NaN & NaN \\ +43 & 1839 & 572 & 0 & 290519 & 3.691426 & NaN & NaN & NaN \\ +268 & 1839 & 574 & 0 & 290519 & NaN & 2.284097 & NaN & NaN \\ +515 & 1839 & 576 & 1 & 120619 & NaN & NaN & 3.501499 & 4.090641 \\ +390 & 1839 & 579 & 1 & 200619 & NaN & 0.280502 & NaN & NaN \\ +44 & 1839 & 580 & 1 & 290519 & 7.433384 & NaN & NaN & NaN \\ +516 & 1839 & 581 & 2 & 120619 & NaN & NaN & 8.810274 & NaN \\ +517 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.855240 & NaN \\ +532 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.316898 \\ +66 & 1839 & 584 & 3 & 200619 & 3.934114 & NaN & NaN & NaN \\ +391 & 1839 & 585 & 3 & 200619 & NaN & 0.558116 & NaN & NaN \\ 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NaN \\ +46 & 1839 & 602 & 4 & 290519 & 22.933264 & 37.316649 & NaN & NaN \\ +269 & 1839 & 603 & 4 & 290519 & NaN & 9.397266 & NaN & NaN \\ +218 & 1839 & 606 & 5 & 60619 & NaN & 12.240570 & NaN & 9.138466 \\ +460 & 1839 & 607 & 5 & 60619 & NaN & NaN & 7.196079 & NaN \\ +636 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 2.524994 \\ +387 & 1839 & 610 & 5 & 120619 & NaN & 4.857393 & NaN & NaN \\ +395 & 1839 & 614 & 5 & 200619 & NaN & 7.086360 & NaN & NaN \\ +270 & 1839 & 618 & 5 & 290519 & NaN & 1.058020 & NaN & NaN \\ +271 & 1839 & 619 & 5 & 290519 & NaN & 2.792308 & NaN & NaN \\ +272 & 1839 & 620 & 5 & 290519 & NaN & 8.286910 & NaN & NaN \\ +219 & 1839 & 623 & 6 & 60619 & NaN & 13.729359 & NaN & NaN \\ +637 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 4.376908 \\ +638 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 4.231049 \\ +388 & 1839 & 630 & 6 & 120619 & NaN & 1.795351 & NaN & NaN \\ +389 & 1839 & 631 & 6 & 120619 & NaN & 1.223543 & NaN & NaN \\ +520 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.185008 & NaN \\ +521 & 1839 & 635 & 6 & 120619 & NaN & NaN & 9.242102 & NaN \\ +537 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.168951 \\ +538 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 5.910104 \\ +539 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 12.762300 \\ +540 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.291961 \\ +541 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 8.777132 \\ +396 & 1839 & 643 & 6 & 200619 & NaN & 0.425020 & NaN & NaN \\ +397 & 1839 & 647 & 6 & 200619 & NaN & 3.543738 & NaN & NaN \\ +398 & 1839 & 648 & 6 & 200619 & NaN & 4.237369 & NaN & NaN \\ +399 & 1839 & 650 & 6 & 200619 & NaN & 0.958711 & NaN & NaN \\ +47 & 1839 & 651 & 6 & 290519 & 17.667824 & NaN & NaN & NaN \\ +48 & 1839 & 652 & 6 & 290519 & 11.327859 & NaN & NaN & NaN \\ +273 & 1839 & 653 & 6 & 290519 & NaN & 22.955222 & NaN & NaN \\ +274 & 1839 & 654 & 6 & 290519 & NaN & 11.675846 & NaN & NaN \\ +275 & 1839 & 657 & 7 & 290519 & NaN & 8.202262 & NaN & NaN \\ +400 & 1839 & 662 & 7 & 200619 & NaN & 1.373465 & NaN & NaN \\ +401 & 1839 & 663 & 7 & 200619 & NaN & 16.672133 & NaN & NaN \\ +402 & 1839 & 664 & 7 & 200619 & NaN & 5.946227 & NaN & NaN \\ +49 & 1839 & 665 & 7 & 290519 & 0.496733 & NaN & NaN & NaN \\ +50 & 1839 & 668 & 7 & 290519 & 4.774078 & NaN & NaN & NaN \\ +276 & 1839 & 669 & 7 & 290519 & NaN & 9.841429 & NaN & NaN \\ +277 & 1839 & 670 & 7 & 290519 & NaN & 3.076089 & NaN & NaN \\ +278 & 1839 & 672 & 7 & 290519 & NaN & 1.489931 & NaN & NaN \\ +107 & 1849 & 674 & 0 & 60319 & 7.775560 & NaN & NaN & NaN \\ +173 & 1849 & 675 & 0 & 110319 & 19.375413 & NaN & NaN & NaN \\ +220 & 1849 & 676 & 0 & 110319 & NaN & 25.245400 & NaN & NaN \\ +157 & 1849 & 677 & 0 & 150319 & 11.684119 & 11.726908 & 16.412321 & 12.534337 \\ +158 & 1849 & 678 & 0 & 150319 & 22.434991 & NaN & NaN & NaN \\ +279 & 1849 & 679 & 0 & 150319 & NaN & 14.925053 & NaN & NaN \\ +461 & 1849 & 680 & 0 & 150319 & NaN & NaN & 10.469513 & NaN \\ +604 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 3.176666 \\ +605 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 13.734104 \\ +19 & 1849 & 683 & 0 & 220319 & 24.952958 & NaN & 24.073996 & 30.656019 \\ +197 & 1849 & 685 & 0 & 280219 & 16.055976 & NaN & NaN & NaN \\ +288 & 1849 & 686 & 0 & 280219 & NaN & 18.910871 & NaN & NaN \\ +438 & 1849 & 687 & 0 & 280219 & NaN & NaN & 10.060471 & NaN \\ +439 & 1849 & 688 & 0 & 280219 & NaN & NaN & 8.544465 & NaN \\ +546 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 22.480735 \\ +547 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 19.413957 \\ +95 & 1849 & 691 & 1 & 10319 & 15.947131 & NaN & NaN & NaN \\ +108 & 1849 & 699 & 1 & 60319 & 0.527410 & NaN & NaN & NaN \\ +109 & 1849 & 700 & 1 & 60319 & 0.704705 & NaN & NaN & NaN \\ +110 & 1849 & 701 & 1 & 60319 & 3.077257 & NaN & NaN & NaN \\ +111 & 1849 & 702 & 1 & 60319 & 16.964896 & NaN & NaN & NaN \\ +419 & 1849 & 703 & 1 & 60319 & NaN & NaN & 3.181077 & NaN \\ +420 & 1849 & 705 & 1 & 60319 & NaN & NaN & 12.054315 & NaN \\ +421 & 1849 & 706 & 1 & 60319 & NaN & NaN & 2.139881 & NaN \\ +422 & 1849 & 707 & 1 & 60319 & NaN & NaN & 15.884605 & NaN \\ +597 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 34.452028 \\ +174 & 1849 & 709 & 1 & 110319 & 3.693513 & NaN & NaN & NaN \\ +175 & 1849 & 710 & 1 & 110319 & 3.939870 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 4.591683 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & 2.874653 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & 2.459947 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 6.053608 & 11.543369 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 9.981944 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.338564 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 2.916708 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & 10.880407 & 12.431987 & 13.509013 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 1.693322 & 3.254579 & 2.364534 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 11.562850 & 15.116601 & 14.018785 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 16.999484 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 3.609443 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 18.781044 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 11.237654 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 12.649469 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 7.537142 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 14.159380 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 8.270223 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 5.075312 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 6.286883 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 21.724913 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 4.915512 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 8.682691 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 & 3.946597 & NaN & NaN & NaN \\ +289 & 1849 & 739 & 1 & 280219 & NaN & 2.070039 & NaN & 1.621417 \\ +290 & 1849 & 740 & 1 & 280219 & NaN & 16.716746 & NaN & NaN \\ +440 & 1849 & 741 & 1 & 280219 & NaN & NaN & 4.803764 & NaN \\ +441 & 1849 & 742 & 1 & 280219 & NaN & NaN & 1.737293 & NaN \\ +549 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 4.563082 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.737953 \\ +96 & 1849 & 745 & 2 & 10319 & 12.172125 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & 0.144817 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 17.263126 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 16.006187 & 22.792941 & 20.656673 & 25.241216 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 24.133860 & NaN & 15.363973 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.823512 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 6.597425 \\ +181 & 1849 & 756 & 2 & 110319 & 7.499472 & 10.170097 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 4.344018 & 2.865430 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & 11.600165 & 10.818679 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 3.751563 & 0.715645 & 4.166080 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 4.006658 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 1.244709 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 4.076105 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 0.385144 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 12.218664 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 4.238188 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 22.482082 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 27.450729 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 1.000016 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 27.630387 \\ +99 & 1849 & 774 & 3 & 10319 & 0.490000 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 18.012593 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 27.522408 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 6.713775 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 9.089343 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 10.083280 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 22.410394 & 28.121517 & 20.395840 & 20.173156 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 1.097586 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 23.775157 & 16.406612 & 19.289119 \\ +183 & 1849 & 786 & 3 & 110319 & 20.637971 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 26.493511 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 12.816223 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 8.287487 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 18.313593 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 4.738573 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 17.966484 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 13.432803 \\ +22 & 1849 & 794 & 3 & 220319 & 8.233197 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 9.161433 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 22.930628 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.649090 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 16.605978 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 13.620572 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.106770 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 20.144394 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 14.028211 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 10.209261 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 26.525266 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.433388 \\ +207 & 1849 & 806 & 3 & 280219 & 4.020685 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 13.691495 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 19.787382 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 17.485655 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 16.935005 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 6.323200 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & 5.613112 & NaN & 6.284644 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 8.063286 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 11.153598 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 6.388702 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 19.488241 \\ +554 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 16.429092 \\ +116 & 1849 & 820 & 4 & 60319 & 15.552802 & NaN & NaN & NaN \\ +341 & 1849 & 822 & 4 & 60319 & NaN & 30.374720 & NaN & NaN \\ +599 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 22.298834 \\ +225 & 1849 & 825 & 4 & 110319 & NaN & 26.399646 & NaN & NaN \\ +166 & 1849 & 828 & 4 & 150319 & 10.028617 & NaN & NaN & NaN \\ +167 & 1849 & 829 & 4 & 150319 & 4.365876 & NaN & NaN & NaN \\ +283 & 1849 & 832 & 4 & 150319 & NaN & 17.740353 & NaN & NaN \\ +464 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.542320 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.553285 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 1.026605 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 7.354876 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 14.092063 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 1.378296 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 6.598801 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.483660 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.344469 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 21.822528 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 14.185911 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 28.879236 & 33.753976 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 1.336422 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 40.850723 \\ +184 & 1849 & 857 & 5 & 110319 & 19.453281 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 19.310771 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 15.342792 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 23.957802 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 23.624806 & NaN & NaN \\ +168 & 1849 & 863 & 5 & 150319 & 14.147102 & NaN & NaN & NaN \\ +169 & 1849 & 864 & 5 & 150319 & 0.545793 & NaN & NaN & NaN \\ +170 & 1849 & 865 & 5 & 150319 & 11.509760 & NaN & NaN & NaN \\ +171 & 1849 & 866 & 5 & 150319 & 19.376125 & NaN & NaN & NaN \\ +284 & 1849 & 867 & 5 & 150319 & NaN & 12.422727 & NaN & NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 17.879895 & 6.977563 & 21.538435 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 20.497571 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 10.084178 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & 6.923515 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & 37.490209 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 27.000904 \\ +29 & 1849 & 874 & 5 & 220319 & 9.596840 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 16.935808 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 11.452225 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 12.578536 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 18.573928 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 24.840780 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 17.869808 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 34.114747 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 10.462665 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 18.794454 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 24.717170 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 30.372150 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 32.165978 \\ +210 & 1849 & 887 & 5 & 280219 & 17.199551 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 24.387615 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 17.439048 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 17.262552 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 29.913521 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 2.601613 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 9.808343 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.864060 \\ +211 & 1849 & 903 & 6 & 280219 & 7.604632 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.518155 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 19.544642 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 18.782726 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 32.793454 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 23.918646 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.563177 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 12.510735 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.091998 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 24.209047 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 14.641379 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 26.634109 \\ +106 & 1849 & 918 & 7 & 10319 & 21.609320 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 22.267228 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 11.774567 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 11.041031 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 23.744856 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 3.557484 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 8.883066 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 23.601561 \\ +172 & 1849 & 930 & 7 & 150319 & 6.004998 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 18.190263 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 10.683477 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.129122 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 2.668385 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 16.745369 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 12.822256 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 5.815223 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_specificity.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_specificity.csv new file mode 100644 index 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+556,1849,917,6,280219,,,,0.11684485672667524 +106,1849,918,7,10319,0.16161918679467607,,, +120,1849,922,7,60319,0.12560665133939602,,, +121,1849,923,7,60319,0.22195299485987371,,, +344,1849,924,7,60319,,0.20848011821004106,, +345,1849,925,7,60319,,0.10502506197581153,, +346,1849,926,7,60319,,0.17715009064108375,, +424,1849,928,7,60319,,,0.31558236258721056, +603,1849,929,7,60319,,,,0.13152415888558752 +172,1849,930,7,150319,0.13458877752793652,,, +215,1849,931,7,280219,0.10208559081142256,,, +216,1849,933,7,280219,0.11688011822938732,,, +301,1849,934,7,280219,,0.7443411144910231,, +302,1849,935,7,280219,,0.45511362744700556,, +303,1849,936,7,280219,,0.09977372615287554,, +451,1849,938,7,280219,,,0.14814774343947848, +558,1849,940,7,280219,,,,0.3709539017294482 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_specificity.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_specificity.tex new file mode 100644 index 000000000..478714829 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_specificity.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.344671 & NaN & 0.341908 & 0.382861 \\ +0 & 1833 & 1 & 0 & 260619 & 0.308535 & NaN & 0.331038 & 0.224700 \\ +6 & 1833 & 2 & 0 & 10719 & 0.778085 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.609721 & 0.350561 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.321327 & 0.469433 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.498917 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.542117 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & 0.372503 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.207633 & 0.179457 & 0.211113 & 0.175377 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.142799 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.611642 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.326901 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.863027 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.208830 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.106500 \\ +92 & 1833 & 21 & 0 & 120619 & 0.391285 & 0.421869 & 0.426492 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.213897 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.233124 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.606637 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.226337 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.430585 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.191381 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.323096 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.398173 & NaN & 0.229674 & 0.225500 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & 0.478977 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.157620 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.151025 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.139693 \\ +93 & 1833 & 72 & 1 & 120619 & 0.144586 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.135466 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.168254 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.148479 & 0.143186 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.162052 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.241127 & 0.196363 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.259275 \\ +51 & 1833 & 87 & 1 & 290519 & 0.384412 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & 0.401110 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.531781 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.109459 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.137509 \\ +190 & 1833 & 96 & 2 & 20719 & 0.193707 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.410499 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.159395 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.921882 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.425656 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.157565 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.529332 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.135858 \\ +94 & 1833 & 109 & 2 & 120619 & 0.151447 & NaN & 0.179435 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.329424 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.190869 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.177238 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.381139 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.251694 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.335630 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.637509 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.937170 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 1.801063 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.201490 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.405980 & NaN & 0.378480 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.262382 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.406331 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.445826 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.723236 \\ +196 & 1833 & 145 & 3 & 200619 & 0.394706 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.160911 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.331240 & 0.366308 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.165017 \\ +52 & 1833 & 156 & 3 & 290519 & 0.600889 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 0.483814 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.210416 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 0.359716 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.287659 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.489784 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & 0.351433 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.379151 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.972408 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.277814 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.415828 \\ +53 & 1833 & 178 & 4 & 290519 & 0.485289 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.151493 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.452531 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & 0.397348 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.175209 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.084055 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.479016 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.542702 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.077691 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.073841 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.560539 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.988312 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 0.457252 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.606347 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.186555 & 0.268260 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.369789 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.254279 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 0.383273 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 0.240802 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & 0.692070 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 0.185698 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 0.093953 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 0.071490 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.151585 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.117652 & 0.090328 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.140139 \\ +32 & 1833 & 230 & 6 & 50619 & 0.579497 & 0.574567 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.355687 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.300066 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.211150 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 0.124187 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.528468 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.178147 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.520801 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.163074 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 0.081480 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 0.324070 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.213444 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.133901 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.238223 \\ +2 & 1833 & 264 & 6 & 260619 & 0.174830 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 0.455712 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.384292 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.294073 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 0.254198 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.135537 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.156306 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 0.309857 \\ +56 & 1833 & 276 & 6 & 290519 & 0.354429 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 0.117866 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.748253 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 0.493313 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.517176 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 0.134155 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 0.384718 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 0.456197 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 0.658255 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.206341 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 0.197068 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.096946 \\ +16 & 1833 & 293 & 7 & 10719 & 0.579026 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 0.296402 & 0.300106 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 0.179191 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 0.469296 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 0.480406 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 0.152053 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.127456 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 0.135897 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.578931 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.434603 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 0.142974 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & 0.658726 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.855369 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.151981 \\ +61 & 1833 & 312 & 7 & 290519 & 0.751113 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.756231 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 1.073321 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.965013 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 0.204865 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 0.386229 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 0.162536 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.376741 \\ +80 & 1834 & 327 & 0 & 10319 & 0.211933 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.767275 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 0.140077 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.234136 & 0.250599 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & 0.587391 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.576337 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.469432 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 0.348677 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 0.506883 & NaN & NaN & NaN \\ +469 & 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& 0.338264 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.209471 & 0.169955 & 0.209688 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.288658 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.384905 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.227857 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.156020 & NaN & NaN & NaN \\ +248 & 1849 & 728 & 1 & 220319 & NaN & 0.215200 & NaN & NaN \\ +249 & 1849 & 729 & 1 & 220319 & NaN & 0.228198 & NaN & NaN \\ +494 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.143610 & NaN \\ +495 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.285501 & NaN \\ +496 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.330387 & NaN \\ +198 & 1849 & 734 & 1 & 280219 & 0.256917 & NaN & NaN & NaN \\ +199 & 1849 & 735 & 1 & 280219 & 0.136644 & NaN & NaN & NaN \\ +200 & 1849 & 736 & 1 & 280219 & 0.273285 & NaN & NaN & NaN \\ +201 & 1849 & 737 & 1 & 280219 & 0.237569 & NaN & NaN & NaN \\ +202 & 1849 & 738 & 1 & 280219 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\\ +163 & 1849 & 758 & 2 & 150319 & 0.196035 & 0.294580 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & 0.296047 & 0.679637 & 0.421831 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.440929 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.292822 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 0.327361 & NaN & NaN & NaN \\ +204 & 1849 & 766 & 2 & 280219 & 0.267215 & NaN & NaN & NaN \\ +205 & 1849 & 767 & 2 & 280219 & 0.117706 & NaN & NaN & NaN \\ +206 & 1849 & 768 & 2 & 280219 & 0.130218 & NaN & NaN & NaN \\ +291 & 1849 & 769 & 2 & 280219 & NaN & 0.161932 & NaN & NaN \\ +292 & 1849 & 770 & 2 & 280219 & NaN & 0.098191 & NaN & NaN \\ +442 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.341777 & NaN \\ +551 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.200238 \\ +99 & 1849 & 774 & 3 & 10319 & 0.412451 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 0.150158 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & 0.178368 & NaN & NaN & NaN \\ +112 & 1849 & 780 & 3 & 60319 & 0.211111 & NaN & NaN & NaN \\ +113 & 1849 & 781 & 3 & 60319 & 0.118730 & NaN & NaN & NaN \\ +114 & 1849 & 782 & 3 & 60319 & 0.211459 & NaN & NaN & NaN \\ +115 & 1849 & 783 & 3 & 60319 & 0.144157 & 0.188915 & 0.279864 & 0.232851 \\ +339 & 1849 & 784 & 3 & 60319 & NaN & 0.470318 & NaN & NaN \\ +340 & 1849 & 785 & 3 & 60319 & NaN & 0.115813 & 0.123857 & 0.127371 \\ +183 & 1849 & 786 & 3 & 110319 & 0.082676 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.131462 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 0.177847 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & 0.215081 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 0.161746 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & 0.220531 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.159586 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.161169 \\ +22 & 1849 & 794 & 3 & 220319 & 0.148172 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 0.158081 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.111395 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.382866 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 0.123887 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.095037 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.555996 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.109866 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.233287 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.261350 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.175787 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.763140 \\ +207 & 1849 & 806 & 3 & 280219 & 0.284457 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.131494 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.153068 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.122250 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.127203 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.306264 & NaN & NaN \\ +296 & 1849 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& 1849 & 839 & 4 & 220319 & 0.229252 & NaN & NaN & NaN \\ +253 & 1849 & 840 & 4 & 220319 & NaN & 0.157593 & NaN & NaN \\ +297 & 1849 & 843 & 4 & 280219 & NaN & 0.390229 & NaN & NaN \\ +445 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.177083 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.385376 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.409180 & NaN & NaN & NaN \\ +117 & 1849 & 852 & 5 & 60319 & 0.123803 & NaN & NaN & NaN \\ +118 & 1849 & 853 & 5 & 60319 & 0.162630 & NaN & NaN & NaN \\ +342 & 1849 & 854 & 5 & 60319 & NaN & 0.127485 & 0.119280 & NaN \\ +343 & 1849 & 855 & 5 & 60319 & NaN & 0.316415 & NaN & NaN \\ +600 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.100519 \\ +184 & 1849 & 857 & 5 & 110319 & 0.094878 & NaN & NaN & NaN \\ +185 & 1849 & 858 & 5 & 110319 & 0.148443 & NaN & NaN & NaN \\ +186 & 1849 & 859 & 5 & 110319 & 0.128953 & NaN & NaN & NaN \\ +226 & 1849 & 860 & 5 & 110319 & NaN & 0.091035 & NaN & NaN \\ +227 & 1849 & 861 & 5 & 110319 & NaN & 0.090934 & NaN & NaN \\ 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& NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.071194 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.201385 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.096098 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.310681 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.121510 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.076284 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.095380 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.108605 \\ +210 & 1849 & 887 & 5 & 280219 & 0.111331 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.135530 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.188586 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.194870 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.091032 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & 0.413039 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.179232 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.684911 \\ +211 & 1849 & 903 & 6 & 280219 & 0.455351 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & 0.619632 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.108893 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 0.263606 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 0.091643 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.153527 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.458814 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.144903 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.221558 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.121410 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.129166 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.116845 \\ +106 & 1849 & 918 & 7 & 10319 & 0.161619 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & 0.125607 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & 0.221953 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & 0.208480 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & 0.105025 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & 0.177150 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.315582 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.131524 \\ +172 & 1849 & 930 & 7 & 150319 & 0.134589 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.102086 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.116880 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & 0.744341 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & 0.455114 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.099774 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.148148 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.370954 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_speed_score.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_speed_score.csv new file mode 100644 index 000000000..10457ea88 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_speed_score.csv @@ -0,0 +1,640 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +187,1833,0,0,20719,0.1819246966409548,,0.195529201605923,0.16354938614248074 +0,1833,1,0,260619,0.18982415111975376,,0.06542110166171805,0.12400165295713834 +6,1833,2,0,10719,0.046562117924745135,,, +7,1833,3,0,10719,0.03730589854659764,0.0246707199035594,, +8,1833,4,0,10719,0.17603949135411048,0.053318145737968656,, +403,1833,6,0,10719,,0.1876104101811316,, +404,1833,7,0,10719,,0.11531642623661957,, +188,1833,9,0,20719,-0.014780099053736152,,, +189,1833,10,0,20719,0.09971855270151046,0.037400707571132535,0.19419225691569297,0.03272078330930015 +359,1833,12,0,20719,,0.08586105324537187,, +474,1833,15,0,20719,,,0.04813138776044824, +475,1833,16,0,20719,,,0.13696714686172906, +476,1833,17,0,20719,,,0.0779442147397005, +559,1833,18,0,20719,,,,0.03818417787493949 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+215,1849,931,7,280219,0.2483424405233435,,, +216,1849,933,7,280219,0.08505975202809724,,, +301,1849,934,7,280219,,-0.016141031658807342,, +302,1849,935,7,280219,,-0.044982957408253484,, +303,1849,936,7,280219,,0.2158498876700599,, +451,1849,938,7,280219,,,0.14833243718071698, +558,1849,940,7,280219,,,,0.06274378381966976 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_speed_score.tex b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_speed_score.tex new file mode 100644 index 000000000..40e75363b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_speed_score.tex @@ -0,0 +1,645 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +187 & 1833 & 0 & 0 & 20719 & 0.181925 & NaN & 0.195529 & 0.163549 \\ +0 & 1833 & 1 & 0 & 260619 & 0.189824 & NaN & 0.065421 & 0.124002 \\ +6 & 1833 & 2 & 0 & 10719 & 0.046562 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.037306 & 0.024671 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.176039 & 0.053318 & NaN & NaN \\ +403 & 1833 & 6 & 0 & 10719 & NaN & 0.187610 & NaN & NaN \\ +404 & 1833 & 7 & 0 & 10719 & NaN & 0.115316 & NaN & NaN \\ +188 & 1833 & 9 & 0 & 20719 & -0.014780 & NaN & NaN & NaN \\ +189 & 1833 & 10 & 0 & 20719 & 0.099719 & 0.037401 & 0.194192 & 0.032721 \\ +359 & 1833 & 12 & 0 & 20719 & NaN & 0.085861 & NaN & NaN \\ +474 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.048131 & NaN \\ +475 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.136967 & NaN \\ +476 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.077944 & NaN \\ +559 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.038184 \\ +639 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.041812 \\ +92 & 1833 & 21 & 0 & 120619 & 0.028135 & 0.085638 & 0.048943 & NaN \\ +369 & 1833 & 24 & 0 & 200619 & NaN & 0.164626 & NaN & NaN \\ +585 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.180565 \\ +586 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & -0.005888 \\ +522 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.207896 & NaN \\ +377 & 1833 & 41 & 0 & 290519 & NaN & 0.051880 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.312866 & NaN & NaN & NaN \\ +360 & 1833 & 50 & 1 & 20719 & NaN & 0.095752 & NaN & NaN \\ +194 & 1833 & 51 & 1 & 200619 & 0.082687 & NaN & 0.226549 & 0.180991 \\ +407 & 1833 & 54 & 1 & 10719 & NaN & -0.019001 & NaN & NaN \\ +477 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.303515 & NaN \\ +560 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.314066 \\ +640 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.421489 \\ +93 & 1833 & 72 & 1 & 120619 & 0.263432 & NaN & NaN & NaN \\ +195 & 1833 & 74 & 1 & 200619 & 0.309798 & NaN & NaN & NaN \\ +370 & 1833 & 75 & 1 & 200619 & NaN & 0.313086 & NaN & NaN \\ +529 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.149549 & 0.200701 \\ +242 & 1833 & 80 & 1 & 260619 & NaN & 0.314281 & NaN & NaN \\ +523 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.274920 & 0.221453 \\ +619 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.109000 \\ +51 & 1833 & 87 & 1 & 290519 & 0.027601 & NaN & NaN & NaN \\ +378 & 1833 & 90 & 1 & 290519 & NaN & -0.029595 & NaN & NaN \\ +379 & 1833 & 92 & 1 & 290519 & NaN & 0.161390 & NaN & NaN \\ +452 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.277546 & NaN \\ +627 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.464783 \\ +190 & 1833 & 96 & 2 & 20719 & 0.278280 & NaN & NaN & NaN \\ +408 & 1833 & 98 & 2 & 10719 & NaN & 0.144089 & NaN & NaN \\ +362 & 1833 & 100 & 2 & 20719 & NaN & 0.146035 & NaN & NaN \\ +363 & 1833 & 101 & 2 & 20719 & NaN & 0.080551 & NaN & NaN \\ +364 & 1833 & 102 & 2 & 20719 & NaN & 0.106121 & NaN & NaN \\ +478 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.237545 & NaN \\ +479 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.127750 & NaN \\ +561 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.277407 \\ +94 & 1833 & 109 & 2 & 120619 & 0.221967 & NaN & 0.103544 & NaN \\ +323 & 1833 & 110 & 2 & 120619 & NaN & 0.079953 & NaN & NaN \\ +243 & 1833 & 114 & 2 & 260619 & NaN & 0.295761 & NaN & NaN \\ +380 & 1833 & 115 & 2 & 290519 & NaN & 0.386967 & NaN & NaN \\ +381 & 1833 & 116 & 2 & 290519 & NaN & 0.029340 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.288527 & NaN & NaN & NaN \\ +409 & 1833 & 122 & 3 & 10719 & NaN & 0.120165 & NaN & NaN \\ +410 & 1833 & 123 & 3 & 10719 & NaN & 0.054512 & NaN & NaN \\ +411 & 1833 & 125 & 3 & 10719 & NaN & 0.032801 & NaN & NaN \\ +412 & 1833 & 126 & 3 & 10719 & NaN & 0.030029 & NaN & NaN \\ +413 & 1833 & 127 & 3 & 10719 & NaN & 0.053909 & NaN & NaN \\ +191 & 1833 & 131 & 3 & 20719 & 0.007952 & NaN & 0.026061 & NaN \\ +365 & 1833 & 133 & 3 & 20719 & NaN & 0.077812 & NaN & NaN \\ +562 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.092268 \\ +563 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.104702 \\ +564 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.042583 \\ +196 & 1833 & 145 & 3 & 200619 & 0.015274 & NaN & NaN & NaN \\ +371 & 1833 & 148 & 3 & 200619 & NaN & 0.174375 & NaN & NaN \\ +524 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.207259 & 0.139120 \\ +620 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.333943 \\ +52 & 1833 & 156 & 3 & 290519 & 0.049286 & NaN & NaN & NaN \\ +382 & 1833 & 158 & 3 & 290519 & NaN & 0.185076 & NaN & NaN \\ +383 & 1833 & 159 & 3 & 290519 & NaN & 0.268000 & NaN & NaN \\ +414 & 1833 & 162 & 4 & 10719 & NaN & 0.062828 & NaN & NaN \\ +480 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.122586 & NaN \\ +481 & 1833 & 166 & 4 & 20719 & NaN & NaN & -0.012719 & NaN \\ +319 & 1833 & 169 & 4 & 50619 & NaN & -0.010870 & NaN & NaN \\ +467 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.043915 & NaN \\ +468 & 1833 & 173 & 4 & 120619 & NaN & NaN & -0.000472 & NaN \\ +372 & 1833 & 175 & 4 & 200619 & NaN & 0.120244 & NaN & NaN \\ +587 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.028791 \\ +53 & 1833 & 178 & 4 & 290519 & 0.191259 & NaN & NaN & NaN \\ +453 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.257758 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & 0.079987 & NaN & NaN & NaN \\ +415 & 1833 & 189 & 5 & 10719 & NaN & -0.064272 & NaN & NaN \\ +192 & 1833 & 190 & 5 & 20719 & 0.182604 & NaN & NaN & NaN \\ +366 & 1833 & 191 & 5 & 20719 & NaN & 0.237524 & NaN & NaN \\ +367 & 1833 & 192 & 5 & 20719 & NaN & 0.084520 & NaN & NaN \\ +482 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.082203 & NaN \\ +565 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.367849 \\ +641 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.361123 \\ +642 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.035153 \\ +525 & 1833 & 208 & 5 & 260619 & NaN & NaN & -0.115292 & NaN \\ +54 & 1833 & 212 & 5 & 290519 & 0.215903 & NaN & NaN & NaN \\ +55 & 1833 & 213 & 5 & 290519 & 0.151105 & NaN & NaN & NaN \\ +454 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.129692 & 0.198808 \\ +455 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.019108 & NaN \\ +12 & 1833 & 219 & 6 & 10719 & 0.340889 & NaN & NaN & NaN \\ +13 & 1833 & 220 & 6 & 10719 & 0.101596 & NaN & NaN & NaN \\ +14 & 1833 & 221 & 6 & 10719 & 0.204569 & NaN & NaN & NaN \\ +15 & 1833 & 222 & 6 & 10719 & -0.003327 & NaN & NaN & NaN \\ +416 & 1833 & 223 & 6 & 10719 & NaN & 0.186224 & NaN & NaN \\ +193 & 1833 & 224 & 6 & 20719 & 0.433673 & NaN & NaN & NaN \\ +368 & 1833 & 225 & 6 & 20719 & NaN & 0.285995 & NaN & NaN \\ +483 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.219289 & NaN \\ +484 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.340229 & 0.257921 \\ +566 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.148467 \\ +32 & 1833 & 230 & 6 & 50619 & 0.050723 & 0.035476 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.214039 & NaN & NaN & NaN \\ +628 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.214816 \\ +320 & 1833 & 235 & 6 & 50619 & NaN & 0.198952 & NaN & NaN \\ +321 & 1833 & 236 & 6 & 50619 & NaN & 0.353373 & NaN & NaN \\ +645 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.003187 \\ +646 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.268696 \\ +625 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.002896 \\ +526 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.312459 & NaN \\ +373 & 1833 & 255 & 6 & 200619 & NaN & 0.314627 & NaN & NaN \\ +374 & 1833 & 256 & 6 & 200619 & NaN & 0.047810 & NaN & NaN \\ +530 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.190476 & NaN \\ +588 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.253089 \\ +589 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.197966 \\ +2 & 1833 & 264 & 6 & 260619 & 0.367042 & NaN & NaN & NaN \\ +244 & 1833 & 266 & 6 & 260619 & NaN & 0.074905 & NaN & NaN \\ +245 & 1833 & 267 & 6 & 260619 & NaN & 0.146127 & NaN & NaN \\ +246 & 1833 & 268 & 6 & 260619 & NaN & 0.122932 & NaN & NaN \\ +247 & 1833 & 269 & 6 & 260619 & NaN & 0.206157 & NaN & NaN \\ +621 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.235114 \\ +622 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.303418 \\ +623 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 0.071956 \\ +56 & 1833 & 276 & 6 & 290519 & 0.017045 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 0.446955 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & 0.043814 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & 0.130446 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.134758 & NaN & NaN & NaN \\ +384 & 1833 & 283 & 6 & 290519 & NaN & 0.229512 & NaN & NaN \\ +456 & 1833 & 287 & 6 & 290519 & NaN & NaN & 0.091840 & NaN \\ +457 & 1833 & 288 & 6 & 290519 & NaN & NaN & 0.030988 & NaN \\ +458 & 1833 & 289 & 6 & 290519 & NaN & NaN & 0.014740 & NaN \\ +629 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.116808 \\ +630 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & -0.018892 \\ +631 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.238301 \\ +16 & 1833 & 293 & 7 & 10719 & -0.025382 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 0.017395 & 0.072413 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & 0.047867 & NaN & NaN & NaN \\ +417 & 1833 & 296 & 7 & 10719 & NaN & 0.011552 & NaN & NaN \\ +418 & 1833 & 297 & 7 & 10719 & NaN & 0.092445 & NaN & NaN \\ +322 & 1833 & 298 & 7 & 50619 & NaN & 0.303842 & NaN & NaN \\ +647 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.288428 \\ +626 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 0.323601 \\ +375 & 1833 & 305 & 7 & 200619 & NaN & 0.043080 & NaN & NaN \\ +376 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +531 & 1833 & 307 & 7 & 200619 & NaN & NaN & -0.098628 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & 0.419742 & NaN & NaN & NaN \\ +527 & 1833 & 309 & 7 & 260619 & NaN & NaN & -0.075563 & NaN \\ +528 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.138126 & NaN \\ +624 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.395153 \\ +61 & 1833 & 312 & 7 & 290519 & 0.127087 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & 0.092977 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.066887 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.058052 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 0.380281 & NaN & NaN & NaN \\ +632 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 0.190507 \\ +633 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 0.371464 \\ +634 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.210148 \\ +80 & 1834 & 327 & 0 & 10319 & 0.272012 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.073294 & NaN & NaN & NaN \\ +304 & 1834 & 330 & 0 & 10319 & NaN & 0.082869 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.140363 & 0.021050 & NaN & NaN \\ +137 & 1834 & 333 & 0 & 60319 & -0.114393 & NaN & NaN & NaN \\ +138 & 1834 & 334 & 0 & 60319 & 0.028539 & NaN & NaN & NaN \\ +139 & 1834 & 335 & 0 & 60319 & 0.077785 & NaN & NaN & NaN \\ +140 & 1834 & 336 & 0 & 60319 & 0.063352 & NaN & NaN & NaN \\ +141 & 1834 & 337 & 0 & 60319 & 0.042815 & NaN & NaN & NaN \\ +469 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.169691 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & 0.031463 & NaN & NaN & NaN \\ +347 & 1834 & 341 & 0 & 110319 & NaN & -0.033073 & NaN & NaN \\ +149 & 1834 & 343 & 0 & 120319 & 0.139941 & 0.099317 & 0.067857 & -0.023604 \\ +425 & 1834 & 344 & 0 & 150319 & NaN & NaN & 0.045015 & NaN \\ +122 & 1834 & 345 & 0 & 220319 & -0.005235 & 0.025119 & 0.102536 & 0.103920 \\ +123 & 1834 & 346 & 0 & 220319 & 0.174434 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 0.246263 & NaN & NaN & NaN \\ +305 & 1834 & 348 & 1 & 10319 & NaN & -0.076268 & NaN & NaN \\ +503 & 1834 & 349 & 1 & 10319 & NaN & NaN & -0.055761 & NaN \\ +324 & 1834 & 350 & 1 & 60319 & NaN & 0.062363 & NaN & NaN \\ +150 & 1834 & 351 & 1 & 120319 & 0.084585 & NaN & NaN & NaN \\ +236 & 1834 & 352 & 1 & 120319 & NaN & 0.078115 & 0.102763 & NaN \\ +325 & 1834 & 353 & 2 & 60319 & NaN & 0.079785 & NaN & NaN \\ +237 & 1834 & 354 & 2 & 120319 & NaN & -0.017843 & NaN & NaN \\ +238 & 1834 & 355 & 2 & 120319 & NaN & -0.038566 & NaN & NaN \\ +542 & 1834 & 357 & 2 & 120319 & NaN & NaN & NaN & -0.027090 \\ +83 & 1834 & 363 & 3 & 10319 & 0.173750 & NaN & NaN & NaN \\ +504 & 1834 & 365 & 3 & 10319 & NaN & NaN & 0.023191 & NaN \\ +505 & 1834 & 366 & 3 & 10319 & NaN & NaN & 0.018827 & NaN \\ +590 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & -0.009516 \\ +591 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 0.092973 \\ +142 & 1834 & 369 & 3 & 60319 & 0.119627 & 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\\ +175 & 1849 & 710 & 1 & 110319 & 0.053710 & NaN & NaN & NaN \\ +176 & 1849 & 711 & 1 & 110319 & 0.036506 & NaN & NaN & NaN \\ +177 & 1849 & 712 & 1 & 110319 & -0.054519 & NaN & NaN & NaN \\ +178 & 1849 & 713 & 1 & 110319 & -0.000015 & NaN & NaN & NaN \\ +179 & 1849 & 714 & 1 & 110319 & 0.017321 & 0.017816 & NaN & NaN \\ +221 & 1849 & 716 & 1 & 110319 & NaN & 0.024271 & NaN & NaN \\ +222 & 1849 & 717 & 1 & 110319 & NaN & 0.024402 & NaN & NaN \\ +223 & 1849 & 718 & 1 & 110319 & NaN & 0.001369 & NaN & NaN \\ +159 & 1849 & 720 & 1 & 150319 & -0.020800 & 0.080068 & -0.067768 & NaN \\ +160 & 1849 & 721 & 1 & 150319 & 0.038441 & 0.092429 & -0.004842 & NaN \\ +161 & 1849 & 722 & 1 & 150319 & 0.041399 & 0.018831 & -0.005301 & NaN \\ +462 & 1849 & 723 & 1 & 150319 & NaN & NaN & -0.033963 & NaN \\ +606 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & 0.079066 \\ +607 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.073094 \\ +608 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 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0.055651 \\ +550 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.029458 \\ +96 & 1849 & 745 & 2 & 10319 & 0.113720 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & -0.018855 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.133971 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & -0.040552 & 0.062129 & 0.050755 & 0.079585 \\ +338 & 1849 & 752 & 2 & 60319 & NaN & 0.091324 & NaN & 0.185195 \\ +423 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.008315 & NaN \\ +598 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.164142 \\ +181 & 1849 & 756 & 2 & 110319 & 0.015122 & -0.001865 & NaN & NaN \\ +182 & 1849 & 757 & 2 & 110319 & 0.037141 & -0.005491 & NaN & NaN \\ +163 & 1849 & 758 & 2 & 150319 & -0.036656 & 0.003301 & NaN & NaN \\ +280 & 1849 & 760 & 2 & 150319 & NaN & -0.028813 & -0.071241 & -0.033851 \\ +609 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.085639 \\ +250 & 1849 & 763 & 2 & 220319 & NaN & 0.018240 & NaN & NaN \\ +203 & 1849 & 764 & 2 & 280219 & 0.023268 & NaN & NaN & NaN \\ 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& 0.177395 & 0.139915 \\ +183 & 1849 & 786 & 3 & 110319 & 0.164546 & NaN & NaN & NaN \\ +224 & 1849 & 787 & 3 & 110319 & NaN & 0.040291 & NaN & NaN \\ +164 & 1849 & 788 & 3 & 150319 & 0.079080 & NaN & NaN & NaN \\ +165 & 1849 & 789 & 3 & 150319 & -0.022220 & NaN & NaN & NaN \\ +281 & 1849 & 790 & 3 & 150319 & NaN & 0.119332 & NaN & NaN \\ +282 & 1849 & 791 & 3 & 150319 & NaN & -0.016202 & NaN & NaN \\ +463 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.013915 & NaN \\ +610 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.060694 \\ +22 & 1849 & 794 & 3 & 220319 & -0.054931 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & -0.014002 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.032064 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & -0.001433 & NaN & NaN & NaN \\ +251 & 1849 & 798 & 3 & 220319 & NaN & 0.204748 & NaN & NaN \\ +252 & 1849 & 799 & 3 & 220319 & NaN & 0.006905 & NaN & NaN \\ +497 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.160630 & NaN \\ +498 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.054860 & NaN \\ +499 & 1849 & 802 & 3 & 220319 & NaN & NaN & -0.039134 & NaN \\ +649 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & -0.001149 \\ +650 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.012612 \\ +651 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & -0.019701 \\ +207 & 1849 & 806 & 3 & 280219 & 0.033304 & NaN & NaN & NaN \\ +208 & 1849 & 807 & 3 & 280219 & 0.052119 & NaN & NaN & NaN \\ +209 & 1849 & 808 & 3 & 280219 & 0.060241 & NaN & NaN & NaN \\ +293 & 1849 & 810 & 3 & 280219 & NaN & 0.009807 & NaN & NaN \\ +294 & 1849 & 811 & 3 & 280219 & NaN & 0.023441 & NaN & NaN \\ +295 & 1849 & 812 & 3 & 280219 & NaN & 0.007485 & NaN & NaN \\ +296 & 1849 & 813 & 3 & 280219 & NaN & -0.007219 & NaN & 0.014025 \\ +443 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.148882 & NaN \\ +444 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.077346 & NaN \\ +552 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.001730 \\ +553 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.022127 \\ +554 & 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NaN \\ +285 & 1849 & 868 & 5 & 150319 & NaN & 0.078166 & 0.015340 & -0.017336 \\ +286 & 1849 & 869 & 5 & 150319 & NaN & 0.085091 & NaN & NaN \\ +287 & 1849 & 870 & 5 & 150319 & NaN & 0.205330 & NaN & NaN \\ +465 & 1849 & 871 & 5 & 150319 & NaN & NaN & -0.071744 & NaN \\ +466 & 1849 & 872 & 5 & 150319 & NaN & NaN & -0.010422 & NaN \\ +611 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.022209 \\ +29 & 1849 & 874 & 5 & 220319 & -0.053558 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & -0.088666 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & -0.112982 & NaN & NaN & NaN \\ +254 & 1849 & 877 & 5 & 220319 & NaN & 0.007255 & NaN & NaN \\ +255 & 1849 & 878 & 5 & 220319 & NaN & 0.072063 & NaN & NaN \\ +256 & 1849 & 879 & 5 & 220319 & NaN & 0.219261 & NaN & NaN \\ +500 & 1849 & 880 & 5 & 220319 & NaN & NaN & -0.015231 & NaN \\ +501 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.009757 & NaN \\ +502 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.141454 & NaN \\ +652 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.004156 \\ +653 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.020371 \\ +654 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.024999 \\ +655 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.150684 \\ +210 & 1849 & 887 & 5 & 280219 & 0.295986 & NaN & NaN & NaN \\ +298 & 1849 & 888 & 5 & 280219 & NaN & 0.234047 & NaN & NaN \\ +446 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.151128 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.006746 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.256006 & NaN & NaN & NaN \\ +119 & 1849 & 900 & 6 & 60319 & -0.016061 & NaN & NaN & NaN \\ +601 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.148655 \\ +602 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & -0.046393 \\ +211 & 1849 & 903 & 6 & 280219 & 0.058529 & NaN & NaN & NaN \\ +212 & 1849 & 904 & 6 & 280219 & -0.045578 & NaN & NaN & NaN \\ +213 & 1849 & 905 & 6 & 280219 & 0.251176 & NaN & NaN & NaN \\ +214 & 1849 & 906 & 6 & 280219 & 0.141944 & NaN & NaN & NaN \\ +299 & 1849 & 909 & 6 & 280219 & NaN & 0.266256 & NaN & NaN \\ +300 & 1849 & 910 & 6 & 280219 & NaN & 0.166317 & NaN & NaN \\ +447 & 1849 & 912 & 6 & 280219 & NaN & NaN & -0.011378 & NaN \\ +448 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.340681 & NaN \\ +449 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.206362 & NaN \\ +450 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.144208 & NaN \\ +555 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.172084 \\ +556 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.257602 \\ +106 & 1849 & 918 & 7 & 10319 & 0.106245 & NaN & NaN & NaN \\ +120 & 1849 & 922 & 7 & 60319 & -0.037956 & NaN & NaN & NaN \\ +121 & 1849 & 923 & 7 & 60319 & -0.064601 & NaN & NaN & NaN \\ +344 & 1849 & 924 & 7 & 60319 & NaN & -0.037893 & NaN & NaN \\ +345 & 1849 & 925 & 7 & 60319 & NaN & -0.113545 & NaN & NaN \\ +346 & 1849 & 926 & 7 & 60319 & NaN & -0.169742 & NaN & NaN \\ +424 & 1849 & 928 & 7 & 60319 & NaN & NaN & -0.152146 & NaN \\ +603 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & -0.020665 \\ +172 & 1849 & 930 & 7 & 150319 & 0.095072 & NaN & NaN & NaN \\ +215 & 1849 & 931 & 7 & 280219 & 0.248342 & NaN & NaN & NaN \\ +216 & 1849 & 933 & 7 & 280219 & 0.085060 & NaN & NaN & NaN \\ +301 & 1849 & 934 & 7 & 280219 & NaN & -0.016141 & NaN & NaN \\ +302 & 1849 & 935 & 7 & 280219 & NaN & -0.044983 & NaN & NaN \\ +303 & 1849 & 936 & 7 & 280219 & NaN & 0.215850 & NaN & NaN \\ +451 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.148332 & NaN \\ +558 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.062744 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_theta_score.csv b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_theta_score.csv new file mode 100644 index 000000000..f295efdae --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_theta_score.csv @@ -0,0 +1,642 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz 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b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_theta_score.tex new file mode 100644 index 000000000..3669bccd7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_not_gridcell_theta_score.tex @@ -0,0 +1,647 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +189 & 1833 & 0 & 0 & 20719 & 0.110360 & NaN & 0.194635 & -0.012004 \\ +0 & 1833 & 1 & 0 & 260619 & 0.251852 & NaN & 0.446585 & 0.053892 \\ +6 & 1833 & 2 & 0 & 10719 & 0.220339 & NaN & NaN & NaN \\ +7 & 1833 & 3 & 0 & 10719 & 0.033658 & 0.012405 & NaN & NaN \\ +8 & 1833 & 4 & 0 & 10719 & 0.325077 & 0.115183 & NaN & NaN \\ +405 & 1833 & 6 & 0 & 10719 & NaN & 0.044919 & NaN & NaN \\ +406 & 1833 & 7 & 0 & 10719 & NaN & -0.026631 & NaN & NaN \\ +190 & 1833 & 9 & 0 & 20719 & 0.297071 & NaN & NaN & NaN \\ +191 & 1833 & 10 & 0 & 20719 & 0.051134 & -0.016725 & 0.060302 & 0.009020 \\ +361 & 1833 & 12 & 0 & 20719 & NaN & 0.006825 & NaN & NaN \\ +477 & 1833 & 15 & 0 & 20719 & NaN & NaN & 1.000000 & NaN \\ +478 & 1833 & 16 & 0 & 20719 & NaN & NaN & -0.021898 & NaN \\ +479 & 1833 & 17 & 0 & 20719 & NaN & NaN & 1.000000 & NaN \\ +562 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & -0.008054 \\ +642 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.170984 \\ +92 & 1833 & 21 & 0 & 120619 & 0.360000 & 0.246512 & 0.671141 & NaN \\ +371 & 1833 & 24 & 0 & 200619 & NaN & -0.035019 & NaN & NaN \\ +588 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & -0.176119 \\ +589 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.142857 \\ +525 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.057998 & NaN \\ +379 & 1833 & 41 & 0 & 290519 & NaN & -0.064639 & NaN & NaN \\ +9 & 1833 & 48 & 1 & 10719 & 0.149791 & NaN & NaN & NaN \\ +362 & 1833 & 50 & 1 & 20719 & NaN & -0.018429 & NaN & NaN \\ +196 & 1833 & 51 & 1 & 200619 & 0.031481 & NaN & 0.103769 & -0.004063 \\ +409 & 1833 & 54 & 1 & 10719 & NaN & 0.131148 & NaN & NaN \\ +480 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.219232 & NaN \\ +563 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.052579 \\ +643 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.083118 \\ +93 & 1833 & 72 & 1 & 120619 & 0.226158 & NaN & NaN & NaN \\ +197 & 1833 & 74 & 1 & 200619 & 0.139980 & NaN & NaN & NaN \\ +372 & 1833 & 75 & 1 & 200619 & NaN & 0.093635 & NaN & NaN \\ +532 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.148185 & 0.010572 \\ +244 & 1833 & 80 & 1 & 260619 & NaN & 0.081807 & NaN & NaN \\ +526 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.095013 & 0.017657 \\ +622 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & -0.006123 \\ +51 & 1833 & 87 & 1 & 290519 & -0.052252 & NaN & NaN & NaN \\ +380 & 1833 & 90 & 1 & 290519 & NaN & 0.047918 & NaN & NaN \\ +381 & 1833 & 92 & 1 & 290519 & NaN & -0.015698 & NaN & NaN \\ +455 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.326466 & NaN \\ +630 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.081717 \\ +192 & 1833 & 96 & 2 & 20719 & 0.097766 & NaN & NaN & NaN \\ +410 & 1833 & 98 & 2 & 10719 & NaN & 0.000000 & NaN & NaN \\ +364 & 1833 & 100 & 2 & 20719 & NaN & 0.006658 & NaN & NaN \\ +365 & 1833 & 101 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +366 & 1833 & 102 & 2 & 20719 & NaN & -0.043841 & NaN & NaN \\ +481 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.098628 & NaN \\ +482 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.034483 & NaN \\ +564 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.027308 \\ +94 & 1833 & 109 & 2 & 120619 & 0.279039 & NaN & 0.088074 & NaN \\ +325 & 1833 & 110 & 2 & 120619 & NaN & -0.005302 & NaN & NaN \\ +245 & 1833 & 114 & 2 & 260619 & NaN & 0.158605 & NaN & NaN \\ +382 & 1833 & 115 & 2 & 290519 & NaN & 0.063683 & NaN & NaN \\ +383 & 1833 & 116 & 2 & 290519 & NaN & 0.013875 & NaN & NaN \\ +10 & 1833 & 119 & 3 & 10719 & 0.024269 & NaN & NaN & NaN \\ +411 & 1833 & 122 & 3 & 10719 & NaN & 0.333333 & NaN & NaN \\ +412 & 1833 & 123 & 3 & 10719 & NaN & 1.000000 & NaN & NaN \\ +413 & 1833 & 125 & 3 & 10719 & NaN & 1.000000 & NaN & NaN \\ +414 & 1833 & 126 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +415 & 1833 & 127 & 3 & 10719 & NaN & -0.034808 & NaN & NaN \\ +193 & 1833 & 131 & 3 & 20719 & 0.316854 & NaN & 0.399594 & NaN \\ +367 & 1833 & 133 & 3 & 20719 & NaN & -0.032987 & NaN & NaN \\ +565 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & -0.001052 \\ +566 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.023471 \\ +567 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & -0.037245 \\ +198 & 1833 & 145 & 3 & 200619 & 0.015817 & NaN & NaN & NaN \\ +373 & 1833 & 148 & 3 & 200619 & NaN & -0.021419 & NaN & NaN \\ +527 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.004064 & 0.039052 \\ +623 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.053204 \\ +52 & 1833 & 156 & 3 & 290519 & 0.087248 & NaN & NaN & NaN \\ +384 & 1833 & 158 & 3 & 290519 & NaN & 0.019175 & NaN & NaN \\ +385 & 1833 & 159 & 3 & 290519 & NaN & -0.011164 & NaN & NaN \\ +416 & 1833 & 162 & 4 & 10719 & NaN & -0.757636 & NaN & NaN \\ +483 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.164917 & NaN \\ +484 & 1833 & 166 & 4 & 20719 & NaN & NaN & -0.650794 & NaN \\ +321 & 1833 & 169 & 4 & 50619 & NaN & 0.035404 & NaN & NaN \\ +470 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.016867 & NaN \\ +471 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.692308 & NaN \\ +374 & 1833 & 175 & 4 & 200619 & NaN & 0.010247 & NaN & NaN \\ +590 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & -0.945946 \\ +53 & 1833 & 178 & 4 & 290519 & 0.064419 & NaN & NaN & NaN \\ +456 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.043412 & NaN \\ +11 & 1833 & 187 & 5 & 10719 & -0.012181 & NaN & NaN & NaN \\ +417 & 1833 & 189 & 5 & 10719 & NaN & 0.102875 & NaN & NaN \\ +194 & 1833 & 190 & 5 & 20719 & 0.084895 & NaN & NaN & NaN \\ +368 & 1833 & 191 & 5 & 20719 & NaN & 0.126035 & NaN & NaN \\ +369 & 1833 & 192 & 5 & 20719 & NaN & -0.010239 & NaN & NaN \\ +485 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.340659 & NaN \\ +568 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.091547 \\ +644 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.096768 \\ 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\\ +32 & 1833 & 230 & 6 & 50619 & -0.065949 & -0.085942 & NaN & NaN \\ +1 & 1833 & 231 & 6 & 260619 & 0.051441 & NaN & NaN & NaN \\ +631 & 1833 & 232 & 6 & 290519 & NaN & NaN & NaN & 0.028594 \\ +322 & 1833 & 235 & 6 & 50619 & NaN & 0.012305 & NaN & NaN \\ +323 & 1833 & 236 & 6 & 50619 & NaN & 0.180218 & NaN & NaN \\ +648 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.116279 \\ +649 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.140324 \\ +628 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.049226 \\ +529 & 1833 & 250 & 6 & 260619 & NaN & NaN & 0.025247 & NaN \\ +375 & 1833 & 255 & 6 & 200619 & NaN & 0.280290 & NaN & NaN \\ +376 & 1833 & 256 & 6 & 200619 & NaN & -0.046243 & NaN & NaN \\ +533 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.068063 & NaN \\ +591 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.116271 \\ +592 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.029690 \\ +2 & 1833 & 264 & 6 & 260619 & -0.001251 & NaN & NaN & NaN \\ +246 & 1833 & 266 & 6 & 260619 & NaN & -0.052706 & NaN & NaN \\ +247 & 1833 & 267 & 6 & 260619 & NaN & 0.148757 & NaN & NaN \\ +248 & 1833 & 268 & 6 & 260619 & NaN & -0.021559 & NaN & NaN \\ +249 & 1833 & 269 & 6 & 260619 & NaN & 0.186147 & NaN & NaN \\ +624 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.030544 \\ +625 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.228584 \\ +626 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & -0.007185 \\ +56 & 1833 & 276 & 6 & 290519 & -0.019872 & NaN & NaN & NaN \\ +57 & 1833 & 277 & 6 & 290519 & 0.160643 & NaN & NaN & NaN \\ +58 & 1833 & 280 & 6 & 290519 & -0.116505 & NaN & NaN & NaN \\ +59 & 1833 & 281 & 6 & 290519 & -0.029962 & NaN & NaN & NaN \\ +60 & 1833 & 282 & 6 & 290519 & 0.114625 & NaN & NaN & NaN \\ +386 & 1833 & 283 & 6 & 290519 & NaN & 0.028143 & NaN & NaN \\ +459 & 1833 & 287 & 6 & 290519 & NaN & NaN & -0.012526 & NaN \\ +460 & 1833 & 288 & 6 & 290519 & NaN & NaN & -0.039187 & NaN \\ +461 & 1833 & 289 & 6 & 290519 & NaN & NaN & -0.031891 & NaN \\ +632 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.013384 \\ +633 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 0.078740 \\ +634 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.182836 \\ +16 & 1833 & 293 & 7 & 10719 & 0.558442 & NaN & NaN & NaN \\ +17 & 1833 & 294 & 7 & 10719 & 0.228508 & 0.043022 & NaN & NaN \\ +18 & 1833 & 295 & 7 & 10719 & -0.003201 & NaN & NaN & NaN \\ +419 & 1833 & 296 & 7 & 10719 & NaN & 0.134126 & NaN & NaN \\ +420 & 1833 & 297 & 7 & 10719 & NaN & 0.000000 & NaN & NaN \\ +324 & 1833 & 298 & 7 & 50619 & NaN & -0.000127 & NaN & NaN \\ +650 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.051858 \\ +629 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & -0.006671 \\ +377 & 1833 & 305 & 7 & 200619 & NaN & -0.327511 & NaN & NaN \\ +378 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +534 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.097345 & NaN \\ +3 & 1833 & 308 & 7 & 260619 & -0.007542 & NaN & NaN & NaN \\ +530 & 1833 & 309 & 7 & 260619 & NaN & NaN & -0.066946 & NaN \\ +531 & 1833 & 310 & 7 & 260619 & NaN & NaN & NaN & NaN \\ +627 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.132118 \\ +61 & 1833 & 312 & 7 & 290519 & 0.014177 & NaN & NaN & NaN \\ +62 & 1833 & 313 & 7 & 290519 & -0.037037 & NaN & NaN & NaN \\ +63 & 1833 & 314 & 7 & 290519 & 0.014778 & NaN & NaN & NaN \\ +64 & 1833 & 315 & 7 & 290519 & 0.144105 & NaN & NaN & NaN \\ +65 & 1833 & 316 & 7 & 290519 & 0.000750 & NaN & NaN & NaN \\ +635 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & -0.020979 \\ +636 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & -0.005808 \\ +637 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.016937 \\ +80 & 1834 & 327 & 0 & 10319 & 0.099184 & NaN & NaN & NaN \\ +81 & 1834 & 328 & 0 & 10319 & 0.126620 & NaN & NaN & NaN \\ +306 & 1834 & 330 & 0 & 10319 & NaN & 0.297157 & NaN & NaN \\ +68 & 1834 & 332 & 0 & 110319 & 0.065916 & 0.006018 & NaN & NaN \\ +138 & 1834 & 333 & 0 & 60319 & -0.602740 & NaN & NaN & NaN \\ +139 & 1834 & 334 & 0 & 60319 & 1.000000 & NaN & NaN & NaN \\ +140 & 1834 & 335 & 0 & 60319 & -0.200000 & NaN & NaN & NaN \\ +141 & 1834 & 336 & 0 & 60319 & -0.449275 & NaN & NaN & NaN \\ +142 & 1834 & 337 & 0 & 60319 & -0.800000 & NaN & NaN & NaN \\ +472 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.055325 & NaN \\ +69 & 1834 & 340 & 0 & 110319 & -0.069767 & NaN & NaN & NaN \\ +349 & 1834 & 341 & 0 & 110319 & NaN & -0.006071 & NaN & NaN \\ +150 & 1834 & 343 & 0 & 120319 & 0.048254 & -0.013710 & 0.069955 & 0.071760 \\ +427 & 1834 & 344 & 0 & 150319 & NaN & NaN & -0.257865 & NaN \\ +123 & 1834 & 345 & 0 & 220319 & 0.046129 & -0.049794 & 0.039235 & 0.063292 \\ +124 & 1834 & 346 & 0 & 220319 & 0.207040 & NaN & NaN & NaN \\ +82 & 1834 & 347 & 1 & 10319 & 0.180276 & NaN & NaN & NaN \\ +307 & 1834 & 348 & 1 & 10319 & NaN & 0.089947 & NaN & NaN \\ +506 & 1834 & 349 & 1 & 10319 & NaN & NaN & -0.375000 & NaN \\ +326 & 1834 & 350 & 1 & 60319 & NaN & -0.198444 & NaN & NaN \\ +151 & 1834 & 351 & 1 & 120319 & -0.221093 & NaN & NaN & NaN \\ +238 & 1834 & 352 & 1 & 120319 & NaN & 0.015206 & 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& NaN \\ +109 & 1849 & 699 & 1 & 60319 & -0.179331 & NaN & NaN & NaN \\ +110 & 1849 & 700 & 1 & 60319 & -0.150476 & NaN & NaN & NaN \\ +111 & 1849 & 701 & 1 & 60319 & -0.076445 & NaN & NaN & NaN \\ +112 & 1849 & 702 & 1 & 60319 & 0.125565 & NaN & NaN & NaN \\ +421 & 1849 & 703 & 1 & 60319 & NaN & NaN & -0.430279 & NaN \\ +422 & 1849 & 705 & 1 & 60319 & NaN & NaN & -0.059705 & NaN \\ +423 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.132632 & NaN \\ +424 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.218721 & NaN \\ +600 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & -0.033333 \\ +176 & 1849 & 709 & 1 & 110319 & 0.128834 & NaN & NaN & NaN \\ +177 & 1849 & 710 & 1 & 110319 & 0.066774 & NaN & NaN & NaN \\ +178 & 1849 & 711 & 1 & 110319 & 0.051208 & NaN & NaN & NaN \\ +179 & 1849 & 712 & 1 & 110319 & -0.271922 & NaN & NaN & NaN \\ +180 & 1849 & 713 & 1 & 110319 & 0.043091 & NaN & NaN & NaN \\ +181 & 1849 & 714 & 1 & 110319 & -0.050132 & 0.002499 & NaN & NaN \\ +223 & 1849 & 716 & 1 & 110319 & NaN & 0.037156 & NaN & NaN \\ +224 & 1849 & 717 & 1 & 110319 & NaN & -0.263158 & NaN & NaN \\ +225 & 1849 & 718 & 1 & 110319 & NaN & -0.147224 & NaN & NaN \\ +160 & 1849 & 720 & 1 & 150319 & 0.103900 & -0.022780 & 0.107376 & NaN \\ +161 & 1849 & 721 & 1 & 150319 & 0.196581 & -0.129338 & -0.047382 & NaN \\ +162 & 1849 & 722 & 1 & 150319 & 0.013664 & -0.048929 & 0.044510 & NaN \\ +465 & 1849 & 723 & 1 & 150319 & NaN & NaN & -0.062489 & NaN \\ +609 & 1849 & 724 & 1 & 150319 & NaN & NaN & NaN & -0.045763 \\ +610 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.045381 \\ +611 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 727 & 1 & 220319 & 0.118382 & NaN & NaN & NaN \\ +250 & 1849 & 728 & 1 & 220319 & NaN & -0.066176 & NaN & NaN \\ +251 & 1849 & 729 & 1 & 220319 & NaN & 0.003132 & NaN & NaN \\ +497 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.175931 & NaN \\ +498 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.072419 & NaN \\ +499 & 1849 & 733 & 1 & 220319 & NaN & NaN & -0.025821 & NaN \\ +200 & 1849 & 734 & 1 & 280219 & 0.077324 & NaN & NaN & NaN \\ +201 & 1849 & 735 & 1 & 280219 & 0.175367 & NaN & NaN & NaN \\ +202 & 1849 & 736 & 1 & 280219 & 0.069619 & NaN & NaN & NaN \\ +203 & 1849 & 737 & 1 & 280219 & 0.173213 & NaN & NaN & NaN \\ +204 & 1849 & 738 & 1 & 280219 & 0.499110 & NaN & NaN & NaN \\ +291 & 1849 & 739 & 1 & 280219 & NaN & 0.050536 & NaN & -0.170384 \\ +292 & 1849 & 740 & 1 & 280219 & NaN & -0.017651 & NaN & NaN \\ +442 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.089876 & NaN \\ +443 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.376093 & NaN \\ +552 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & -0.080889 \\ +553 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & -0.126761 \\ +96 & 1849 & 745 & 2 & 10319 & -0.015576 & NaN & NaN & NaN \\ +97 & 1849 & 746 & 2 & 10319 & -0.230769 & NaN & NaN & NaN \\ +98 & 1849 & 747 & 2 & 10319 & 0.067574 & NaN & NaN & NaN \\ +21 & 1849 & 750 & 2 & 220319 & 0.065760 & -0.023987 & 0.081081 & 0.073935 \\ +340 & 1849 & 752 & 2 & 60319 & NaN & 0.025669 & NaN & 0.047804 \\ +425 & 1849 & 754 & 2 & 60319 & NaN & NaN & -0.081724 & NaN \\ +601 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.067507 \\ +183 & 1849 & 756 & 2 & 110319 & 0.014192 & -0.087784 & NaN & NaN \\ +184 & 1849 & 757 & 2 & 110319 & -0.031739 & -0.049779 & NaN & NaN \\ +164 & 1849 & 758 & 2 & 150319 & 0.092519 & -0.031783 & NaN & NaN \\ +165 & 1849 & 759 & 2 & 150319 & 0.070140 & NaN & 0.117573 & 0.064350 \\ +282 & 1849 & 760 & 2 & 150319 & NaN & -0.095636 & -0.087866 & -0.049517 \\ +612 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.105719 \\ +252 & 1849 & 763 & 2 & 220319 & NaN & 0.071429 & NaN & NaN \\ +205 & 1849 & 764 & 2 & 280219 & -0.103661 & NaN & NaN & NaN \\ +206 & 1849 & 766 & 2 & 280219 & -0.230769 & NaN & NaN & NaN \\ +207 & 1849 & 767 & 2 & 280219 & -0.101687 & NaN & NaN & NaN \\ +208 & 1849 & 768 & 2 & 280219 & -0.006192 & NaN & NaN & NaN \\ +293 & 1849 & 769 & 2 & 280219 & NaN & -0.028958 & NaN & NaN \\ +294 & 1849 & 770 & 2 & 280219 & NaN & -0.005858 & NaN & NaN \\ +444 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.219512 & NaN \\ +554 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.149050 \\ +99 & 1849 & 774 & 3 & 10319 & -0.090909 & NaN & NaN & NaN \\ +100 & 1849 & 775 & 3 & 10319 & 0.074084 & NaN & NaN & NaN \\ +101 & 1849 & 776 & 3 & 10319 & -0.005472 & NaN & NaN & NaN \\ +113 & 1849 & 780 & 3 & 60319 & -0.012745 & NaN & NaN & NaN \\ +114 & 1849 & 781 & 3 & 60319 & 0.098262 & NaN & NaN & NaN \\ +115 & 1849 & 782 & 3 & 60319 & -0.007609 & NaN & NaN & NaN \\ +116 & 1849 & 783 & 3 & 60319 & -0.009711 & 0.058703 & 0.007878 & 0.083222 \\ +341 & 1849 & 784 & 3 & 60319 & NaN & -0.120482 & NaN & NaN \\ +342 & 1849 & 785 & 3 & 60319 & NaN & 0.026038 & 0.099001 & 0.061428 \\ +185 & 1849 & 786 & 3 & 110319 & 0.015893 & NaN & NaN & NaN \\ +226 & 1849 & 787 & 3 & 110319 & NaN & -0.114466 & NaN & NaN \\ +166 & 1849 & 788 & 3 & 150319 & -0.049245 & NaN & NaN & NaN \\ +167 & 1849 & 789 & 3 & 150319 & 0.034430 & NaN & NaN & NaN \\ +283 & 1849 & 790 & 3 & 150319 & NaN & -0.120769 & NaN & NaN \\ +284 & 1849 & 791 & 3 & 150319 & NaN & -0.034256 & NaN & NaN \\ +466 & 1849 & 792 & 3 & 150319 & NaN & NaN & -0.052342 & NaN \\ +613 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.089695 \\ +22 & 1849 & 794 & 3 & 220319 & 0.360668 & NaN & NaN & NaN \\ +23 & 1849 & 795 & 3 & 220319 & 0.073839 & NaN & NaN & NaN \\ +24 & 1849 & 796 & 3 & 220319 & 0.063424 & NaN & NaN & NaN \\ +25 & 1849 & 797 & 3 & 220319 & 0.102564 & NaN & NaN & NaN \\ +253 & 1849 & 798 & 3 & 220319 & NaN & -0.045239 & NaN & NaN \\ +254 & 1849 & 799 & 3 & 220319 & NaN & -0.040866 & NaN & NaN \\ +500 & 1849 & 800 & 3 & 220319 & NaN & NaN & -0.018498 & NaN \\ +501 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.152606 & NaN \\ +502 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.064252 & NaN \\ +652 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & -0.039983 \\ +653 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & -0.077707 \\ +654 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.058824 \\ +209 & 1849 & 806 & 3 & 280219 & -0.056545 & NaN & NaN & NaN \\ +210 & 1849 & 807 & 3 & 280219 & 0.166130 & NaN & NaN & NaN \\ +211 & 1849 & 808 & 3 & 280219 & 0.011139 & NaN & NaN & NaN \\ +295 & 1849 & 810 & 3 & 280219 & NaN & -0.029280 & NaN & NaN \\ +296 & 1849 & 811 & 3 & 280219 & NaN & -0.012981 & NaN & NaN \\ +297 & 1849 & 812 & 3 & 280219 & NaN & -0.085624 & NaN & NaN \\ +298 & 1849 & 813 & 3 & 280219 & NaN & -0.036284 & NaN & 0.033968 \\ +445 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.017353 & NaN \\ +446 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.130603 & NaN \\ +555 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & -0.021929 \\ +556 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.031146 \\ +557 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.030985 \\ +117 & 1849 & 820 & 4 & 60319 & 0.190952 & NaN & NaN & NaN \\ +343 & 1849 & 822 & 4 & 60319 & NaN & 0.050255 & NaN & NaN \\ +602 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.033057 \\ +227 & 1849 & 825 & 4 & 110319 & NaN & 0.043767 & NaN & NaN \\ +168 & 1849 & 828 & 4 & 150319 & 0.166404 & NaN & NaN & NaN \\ +169 & 1849 & 829 & 4 & 150319 & -0.440764 & NaN & NaN & NaN \\ +285 & 1849 & 832 & 4 & 150319 & NaN & 0.031712 & NaN & NaN \\ +467 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.351351 & NaN \\ +26 & 1849 & 837 & 4 & 220319 & 0.304348 & NaN & NaN & NaN \\ +27 & 1849 & 838 & 4 & 220319 & 0.384615 & NaN & NaN & NaN \\ +28 & 1849 & 839 & 4 & 220319 & 0.238969 & NaN & NaN & NaN \\ +255 & 1849 & 840 & 4 & 220319 & NaN & -0.020004 & NaN & NaN \\ +299 & 1849 & 843 & 4 & 280219 & NaN & 0.174888 & NaN & NaN \\ +447 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.255662 & NaN \\ +102 & 1849 & 848 & 5 & 10319 & 0.040000 & NaN & NaN & NaN \\ +103 & 1849 & 849 & 5 & 10319 & 0.076923 & NaN & NaN & NaN \\ +118 & 1849 & 852 & 5 & 60319 & -0.006193 & NaN & NaN & NaN \\ +119 & 1849 & 853 & 5 & 60319 & 0.142691 & NaN & NaN & NaN \\ +344 & 1849 & 854 & 5 & 60319 & NaN & 0.020739 & 0.229223 & NaN \\ +345 & 1849 & 855 & 5 & 60319 & NaN & 0.033816 & NaN & NaN \\ +603 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.053410 \\ +186 & 1849 & 857 & 5 & 110319 & 0.267982 & NaN & NaN & NaN \\ +187 & 1849 & 858 & 5 & 110319 & 0.075985 & NaN & NaN & NaN \\ +188 & 1849 & 859 & 5 & 110319 & 0.045615 & NaN & NaN & NaN \\ +228 & 1849 & 860 & 5 & 110319 & NaN & -0.002375 & NaN & NaN \\ +229 & 1849 & 861 & 5 & 110319 & NaN & -0.007310 & NaN & NaN \\ +170 & 1849 & 863 & 5 & 150319 & 0.334835 & NaN & NaN & NaN \\ +171 & 1849 & 864 & 5 & 150319 & 0.324138 & NaN & NaN & NaN \\ +172 & 1849 & 865 & 5 & 150319 & 0.090060 & NaN & NaN & NaN \\ +173 & 1849 & 866 & 5 & 150319 & 0.239716 & NaN & NaN & NaN \\ +286 & 1849 & 867 & 5 & 150319 & NaN & -0.043300 & NaN & NaN \\ +287 & 1849 & 868 & 5 & 150319 & NaN & -0.047354 & 0.080752 & 0.086496 \\ +288 & 1849 & 869 & 5 & 150319 & NaN & -0.073388 & NaN & NaN \\ +289 & 1849 & 870 & 5 & 150319 & NaN & 0.143157 & NaN & NaN \\ +468 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.079044 & NaN \\ +469 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.264535 & NaN \\ +614 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.056912 \\ +29 & 1849 & 874 & 5 & 220319 & 0.149518 & NaN & NaN & NaN \\ +30 & 1849 & 875 & 5 & 220319 & 0.104474 & NaN & NaN & NaN \\ +31 & 1849 & 876 & 5 & 220319 & 0.230369 & NaN & NaN & NaN \\ +256 & 1849 & 877 & 5 & 220319 & NaN & -0.016942 & NaN & NaN \\ +257 & 1849 & 878 & 5 & 220319 & NaN & -0.001315 & NaN & NaN \\ +258 & 1849 & 879 & 5 & 220319 & NaN & 0.024916 & NaN & NaN \\ +503 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.220262 & NaN \\ +504 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.134102 & NaN \\ +505 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.035876 & NaN \\ +655 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.058626 \\ +656 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & -0.005096 \\ +657 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.051155 \\ +658 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.093448 \\ +212 & 1849 & 887 & 5 & 280219 & 0.138837 & NaN & NaN & NaN \\ +300 & 1849 & 888 & 5 & 280219 & NaN & 0.044265 & NaN & NaN \\ +448 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.182381 & NaN \\ +104 & 1849 & 892 & 6 & 10319 & 0.235647 & NaN & NaN & NaN \\ +105 & 1849 & 894 & 6 & 10319 & 0.610198 & NaN & NaN & NaN \\ +120 & 1849 & 900 & 6 & 60319 & -0.230417 & NaN & NaN & NaN \\ +604 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.163331 \\ +605 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & -0.237443 \\ +213 & 1849 & 903 & 6 & 280219 & 0.201574 & NaN & NaN & NaN \\ +214 & 1849 & 904 & 6 & 280219 & 0.200000 & NaN & NaN & NaN \\ +215 & 1849 & 905 & 6 & 280219 & 0.541582 & NaN & NaN & NaN \\ +216 & 1849 & 906 & 6 & 280219 & 0.271254 & NaN & NaN & NaN \\ +301 & 1849 & 909 & 6 & 280219 & NaN & 0.201183 & NaN & NaN \\ +302 & 1849 & 910 & 6 & 280219 & NaN & 0.096109 & NaN & NaN \\ +449 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.032967 & NaN \\ +450 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.527581 & NaN \\ +451 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.250205 & NaN \\ +452 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.381936 & NaN \\ +558 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.178801 \\ +559 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.266989 \\ +106 & 1849 & 918 & 7 & 10319 & 0.405169 & NaN & NaN & NaN \\ +107 & 1849 & 919 & 7 & 10319 & 0.509471 & NaN & NaN & NaN \\ +121 & 1849 & 922 & 7 & 60319 & 0.457545 & NaN & NaN & NaN \\ +122 & 1849 & 923 & 7 & 60319 & 0.319018 & NaN & NaN & NaN \\ +346 & 1849 & 924 & 7 & 60319 & NaN & -0.104502 & NaN & NaN \\ +347 & 1849 & 925 & 7 & 60319 & NaN & 0.170959 & NaN & NaN \\ +348 & 1849 & 926 & 7 & 60319 & NaN & 0.290241 & NaN & NaN \\ +426 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.264068 & NaN \\ +606 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.069011 \\ +174 & 1849 & 930 & 7 & 150319 & 0.303419 & NaN & NaN & NaN \\ +217 & 1849 & 931 & 7 & 280219 & 0.489258 & NaN & NaN & NaN \\ +218 & 1849 & 933 & 7 & 280219 & 0.370358 & NaN & NaN & NaN \\ +303 & 1849 & 934 & 7 & 280219 & NaN & -0.200000 & NaN & NaN \\ +304 & 1849 & 935 & 7 & 280219 & NaN & -0.244970 & NaN & NaN \\ +305 & 1849 & 936 & 7 & 280219 & NaN & 0.082906 & NaN & NaN \\ +454 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.375065 & NaN \\ +561 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.008775 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_out_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_out_field_mean_rate.csv new file mode 100644 index 000000000..3ed6fd5c5 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_out_field_mean_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,9.943940124056057,,6.7731088985993155,5.536571908186371 +0,1833,1,0,260619,2.7362094427019548,,1.4041464477598449,4.945500309550432 +15,1833,2,0,10719,0.2051932197418133,,, +16,1833,3,0,10719,2.1110581240445923,3.10028370927199,, 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+734,1849,856,5,60319,,,,38.546817083554615 +234,1849,857,5,110319,19.18854735421696,,, +235,1849,858,5,110319,18.066900008446005,,, +236,1849,859,5,110319,15.040139837049146,,, +291,1849,860,5,110319,,23.631938640373864,, +292,1849,861,5,110319,,24.29080660949352,, +217,1849,863,5,150319,12.808048513896606,,, +218,1849,864,5,150319,0.14773466164169086,,, +219,1849,865,5,150319,9.796460003178105,,, +220,1849,866,5,150319,19.71660655147549,,, +356,1849,867,5,150319,,10.844706233438128,, +357,1849,868,5,150319,,14.53880692030513,5.5507089247008095,17.174085454722093 +358,1849,869,5,150319,,19.176413955510572,, +359,1849,870,5,150319,,9.778045957084542,, +574,1849,871,5,150319,,,4.797417633491612, +575,1849,872,5,150319,,,34.977341287192566, +746,1849,873,5,150319,,,,24.793278020688444 +47,1849,874,5,220319,7.829131911583767,,, +48,1849,875,5,220319,13.896638631399293,,, +49,1849,876,5,220319,8.585060627773032,,, +323,1849,877,5,220319,,10.325770072003012,, +324,1849,878,5,220319,,15.119178786160694,, +325,1849,879,5,220319,,23.340121298086228,, +618,1849,880,5,220319,,,14.542420365850234, +619,1849,881,5,220319,,,30.3551889757478, +620,1849,882,5,220319,,,9.217248201684717, +797,1849,883,5,220319,,,,16.33345331236073 +798,1849,884,5,220319,,,,23.279134621182717 +799,1849,885,5,220319,,,,27.907746499399558 +800,1849,886,5,220319,,,,32.633248586834476 +274,1849,887,5,280219,15.88748026558503,,, +371,1849,888,5,280219,,22.429237841008007,, +548,1849,889,5,280219,,,19.286997041714024, +146,1849,892,6,10319,13.966598681209971,,, +147,1849,894,6,10319,28.786894114751874,,, +162,1849,900,6,60319,1.6712041494439245,,, +735,1849,901,6,60319,,,,8.503702264527558 +736,1849,902,6,60319,,,,0.2463418098774039 +275,1849,903,6,280219,5.402621261235108,,, +276,1849,904,6,280219,0.26284033252368155,,, +277,1849,905,6,280219,18.814569161325174,,, +278,1849,906,6,280219,16.968071784897635,,, +372,1849,909,6,280219,,31.77101476182556,, +373,1849,910,6,280219,,21.075341140889282,, +549,1849,912,6,280219,,,0.2638950045747636, +550,1849,913,6,280219,,,13.500446206655536, +551,1849,914,6,280219,,,5.380024529002526, +552,1849,915,6,280219,,,23.15360103792211, +684,1849,916,6,280219,,,,14.006587282325963 +685,1849,917,6,280219,,,,25.97572695696391 +148,1849,918,7,10319,19.67193975053296,,, +163,1849,922,7,60319,19.916473606443514,,, +164,1849,923,7,60319,9.585156091261126,,, +426,1849,924,7,60319,,7.868688829294398,, +427,1849,925,7,60319,,20.3776355086068,, +428,1849,926,7,60319,,2.8716550209990515,, +526,1849,928,7,60319,,,5.733243532159278, +737,1849,929,7,60319,,,,20.580515593706135 +221,1849,930,7,150319,5.709001681284981,,, +279,1849,931,7,280219,17.000910018640038,,, +280,1849,932,7,280219,4.484335153728728,,, +281,1849,933,7,280219,9.784242618922963,,, +374,1849,934,7,280219,,0.04630331259025814,, +375,1849,935,7,280219,,1.5848941483395091,, +376,1849,936,7,280219,,15.539861433828339,, +377,1849,937,7,280219,,7.984690884706057,, +553,1849,938,7,280219,,,13.251726431233823, +554,1849,939,7,280219,,,10.00172073217178, +687,1849,940,7,280219,,,,4.165514128028416 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_out_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_out_field_mean_rate.tex new file mode 100644 index 000000000..5b7ba0cbd --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_out_field_mean_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 9.943940 & NaN & 6.773109 & 5.536572 \\ +0 & 1833 & 1 & 0 & 260619 & 2.736209 & NaN & 1.404146 & 4.945500 \\ +15 & 1833 & 2 & 0 & 10719 & 0.205193 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 2.111058 & 3.100284 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 1.981899 & 1.145720 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 3.502369 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 1.885830 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 5.126630 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.765231 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 11.333635 & 10.434753 & 10.499190 & 11.345984 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 19.755522 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 3.676687 & 4.250839 & 6.709415 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 13.120767 & 13.151131 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.107499 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.806753 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.042503 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 13.261232 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 2.994144 \\ +131 & 1833 & 21 & 0 & 120619 & 1.404811 & 1.312685 & 1.587993 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 13.161795 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 9.037331 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 4.431895 & 5.143014 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 2.156188 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.172740 \\ +1 & 1833 & 30 & 0 & 260619 & 4.013533 & NaN & 3.465292 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 1.298752 & 1.444919 & 1.337733 & 0.899638 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 6.199255 & 4.065907 & 3.626906 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 6.096321 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 2.460499 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 1.205516 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 3.970084 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 1.380333 & 1.169795 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 5.548959 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 11.980564 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 6.455178 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 3.925440 & NaN & 13.413080 & 14.386867 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.099060 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 1.084590 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 1.998874 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 10.295932 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 4.159411 & NaN & 4.860594 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 8.142888 & 4.277231 & 6.700440 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 1.392896 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 18.431044 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 9.611779 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 15.831627 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 5.715048 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 16.267308 \\ +132 & 1833 & 72 & 1 & 120619 & 18.207974 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 21.265166 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 14.951058 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 16.418144 & 17.271524 \\ +3 & 1833 & 78 & 1 & 260619 & 12.857838 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 4.800469 & 3.432817 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 26.203167 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 21.934184 & 22.240186 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 2.660920 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 3.528196 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 1.369219 \\ +81 & 1833 & 87 & 1 & 290519 & 6.201194 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 1.500936 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 6.464283 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 3.612216 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 15.200591 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 16.829394 \\ +23 & 1833 & 96 & 2 & 10719 & 20.852603 & 14.351505 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.323518 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 22.118229 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.028384 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 1.539165 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 28.795285 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.242110 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 31.156989 \\ +50 & 1833 & 106 & 2 & 50619 & 1.196232 & 1.125804 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 16.526542 & NaN & 26.547296 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 2.164669 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 8.887987 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 15.298017 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 4.789720 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 3.062338 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 11.673099 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 15.726705 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 1.074233 & 1.074148 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.282528 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.076475 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 8.415959 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.036650 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.001065 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 5.709731 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 3.594048 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 1.258766 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 9.121505 & 8.437359 & 10.011787 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 1.385571 & NaN & 2.350667 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 2.205743 & NaN & 1.377884 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 5.714235 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 1.235634 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 3.541830 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 1.325547 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 7.612867 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 3.477109 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.889847 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 11.881537 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 2.469313 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 16.533651 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 12.442756 & 13.595656 \\ +5 & 1833 & 150 & 3 & 260619 & 11.001397 & 8.810522 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 5.557310 & 3.225428 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 12.634947 \\ +82 & 1833 & 156 & 3 & 290519 & 0.280595 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 2.361279 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 6.833744 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 10.966433 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 4.111766 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.450926 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.762810 & 0.719570 & 1.521684 & 1.051498 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 2.221560 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 10.668684 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.157393 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.031451 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 1.531607 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 7.693415 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 7.186894 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 2.247801 \\ +83 & 1833 & 178 & 4 & 290519 & 2.310782 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 7.046521 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 12.944204 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 4.541400 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 1.281805 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 3.398917 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 4.087039 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 19.625113 & NaN & NaN & NaN \\ 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& NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 13.792966 & 6.137285 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 5.645555 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 4.192511 \\ +30 & 1833 & 219 & 6 & 10719 & 13.476501 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 5.119428 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 12.941557 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 0.834988 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 25.772844 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 24.898482 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 25.462160 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 11.035030 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 23.414759 & 25.091091 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 13.268599 \\ +52 & 1833 & 230 & 6 & 50619 & 0.677189 & 0.986859 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 5.154667 & 6.444029 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 13.864865 & 9.645817 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 6.421906 & 3.866012 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 1.450088 & 1.905550 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 7.942791 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 14.203297 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 2.117012 & 2.371343 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.571392 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 12.988704 \\ +8 & 1833 & 243 & 6 & 260619 & 4.662021 & 3.064351 & 4.532818 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 1.657270 & 3.009646 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.221844 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 2.471965 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 1.004311 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 10.361446 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 7.145987 \\ +256 & 1833 & 250 & 6 & 200619 & 14.012919 & NaN & 18.188929 & NaN \\ +257 & 1833 & 251 & 6 & 200619 & 1.859750 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 2.218133 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 1.629452 & 0.843712 & 1.669844 & 1.584956 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 6.233997 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 16.727516 & NaN & NaN \\ +464 & 1833 & 256 & 6 & 200619 & NaN & 2.088946 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 0.224650 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 4.905678 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 22.823370 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 3.865825 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 7.267426 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 11.760888 \\ +9 & 1833 & 263 & 6 & 260619 & 7.935655 & NaN & NaN & 8.240653 \\ +10 & 1833 & 264 & 6 & 260619 & 18.617083 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 3.810986 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 5.113159 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 3.422997 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 3.903512 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 1.411346 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 6.592943 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 7.265495 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 9.731831 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 2.936744 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 1.689725 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 7.235217 \\ +88 & 1833 & 276 & 6 & 290519 & 2.675589 & NaN & NaN & NaN \\ +89 & 1833 & 277 & 6 & 290519 & 14.222675 & NaN & NaN & NaN \\ +90 & 1833 & 278 & 6 & 290519 & 3.350115 & NaN & NaN & NaN \\ +91 & 1833 & 279 & 6 & 290519 & 2.628899 & NaN & NaN & NaN \\ +92 & 1833 & 280 & 6 & 290519 & 0.296257 & NaN & NaN & NaN \\ +93 & 1833 & 281 & 6 & 290519 & 3.940320 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & 0.662163 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 15.875512 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 4.366730 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 19.459340 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 5.012558 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 2.048997 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 1.075400 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 1.177584 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 12.928170 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 14.571455 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 11.225379 \\ +34 & 1833 & 293 & 7 & 10719 & 0.163081 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 5.994749 & 5.661520 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 9.556587 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 1.768810 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 0.823082 & NaN & NaN \\ 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NaN & NaN & NaN \\ +98 & 1833 & 315 & 7 & 290519 & 0.114262 & NaN & NaN & NaN \\ +99 & 1833 & 316 & 7 & 290519 & 5.450361 & NaN & NaN & NaN \\ +100 & 1833 & 317 & 7 & 290519 & 2.344408 & NaN & 7.466423 & NaN \\ +565 & 1833 & 322 & 7 & 290519 & NaN & NaN & 5.344027 & NaN \\ +774 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 4.958402 \\ +775 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 13.152715 \\ +776 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 4.662774 \\ +117 & 1834 & 327 & 0 & 10319 & 25.239072 & NaN & NaN & NaN \\ +118 & 1834 & 328 & 0 & 10319 & 0.647508 & NaN & NaN & NaN \\ +378 & 1834 & 329 & 0 & 10319 & NaN & 15.730951 & NaN & NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 13.412881 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 23.014384 & 16.888453 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 0.370872 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 0.293455 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 0.547697 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 1.252110 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 0.420162 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 1.726799 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 19.487578 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 0.772754 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 19.844208 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 11.575848 & 17.365444 & 16.568379 & 17.789547 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 16.592510 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 3.702322 & 15.178274 & 13.881338 & 17.054510 \\ +166 & 1834 & 346 & 0 & 220319 & 17.223127 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 11.747620 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 10319 & NaN & 1.889985 & NaN & NaN \\ +622 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.258927 & NaN \\ +406 & 1834 & 350 & 1 & 60319 & NaN & 0.602288 & NaN & NaN \\ +198 & 1834 & 351 & 1 & 120319 & 0.460074 & NaN & NaN & NaN \\ +302 & 1834 & 352 & 1 & 120319 & NaN & 0.762916 & 0.374599 & NaN \\ +407 & 1834 & 353 & 2 & 60319 & NaN & 7.050234 & NaN & NaN \\ +303 & 1834 & 354 & 2 & 120319 & NaN & 1.097256 & NaN & NaN \\ +304 & 1834 & 355 & 2 & 120319 & NaN & 0.572519 & NaN & NaN \\ +602 & 1834 & 356 & 2 & 120319 & NaN & NaN & 21.212364 & NaN \\ +167 & 1834 & 357 & 2 & 220319 & 16.810493 & 17.465346 & 15.369550 & NaN \\ +168 & 1834 & 358 & 2 & 220319 & 1.003413 & 1.812266 & 1.297384 & NaN \\ +169 & 1834 & 359 & 2 & 220319 & 2.059556 & NaN & NaN & NaN \\ +710 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 3.083144 \\ +120 & 1834 & 361 & 3 & 10319 & 0.159076 & 0.247041 & NaN & NaN \\ +121 & 1834 & 362 & 3 & 10319 & 2.766702 & NaN & NaN & NaN \\ +122 & 1834 & 363 & 3 & 10319 & 15.264905 & NaN & NaN & NaN \\ +381 & 1834 & 364 & 3 & 10319 & NaN & 18.565153 & NaN & NaN \\ +623 & 1834 & 365 & 3 & 10319 & NaN & NaN & 0.262606 & NaN \\ +624 & 1834 & 366 & 3 & 10319 & NaN & NaN & 23.628826 & NaN \\ +724 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 9.266254 \\ +725 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 12.227316 \\ +190 & 1834 & 369 & 3 & 60319 & 8.845956 & NaN & NaN & NaN \\ +191 & 1834 & 370 & 3 & 60319 & 2.712814 & NaN & NaN & NaN \\ +192 & 1834 & 371 & 3 & 60319 & 8.886146 & 21.383048 & 15.325860 & 15.401840 \\ +408 & 1834 & 372 & 3 & 60319 & NaN & 3.257207 & NaN & NaN \\ +747 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 0.638757 \\ +430 & 1834 & 374 & 3 & 110319 & NaN & 16.484574 & NaN & NaN \\ +199 & 1834 & 376 & 3 & 120319 & 21.422676 & 27.910976 & 29.981378 & NaN \\ +305 & 1834 & 377 & 3 & 120319 & NaN & 8.310285 & NaN & NaN \\ +672 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 29.777306 \\ +56 & 1834 & 379 & 3 & 150319 & 14.841552 & NaN & NaN & NaN \\ +327 & 1834 & 380 & 3 & 150319 & NaN & 14.334340 & NaN & NaN \\ +328 & 1834 & 381 & 3 & 150319 & NaN & 8.595809 & 11.687703 & 11.074016 \\ +528 & 1834 & 382 & 3 & 150319 & NaN & NaN & 12.224476 & NaN \\ +698 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 10.091079 \\ +170 & 1834 & 384 & 3 & 220319 & 16.552685 & 14.436426 & 13.030398 & 11.542948 \\ +123 & 1834 & 385 & 4 & 10319 & 13.560845 & NaN & NaN & NaN \\ +124 & 1834 & 386 & 4 & 10319 & 8.523114 & NaN & NaN & NaN \\ +382 & 1834 & 387 & 4 & 10319 & NaN & 1.964827 & NaN & NaN \\ +383 & 1834 & 388 & 4 & 10319 & NaN & 6.962576 & NaN & NaN \\ +384 & 1834 & 389 & 4 & 10319 & NaN & 4.883439 & NaN & NaN \\ +385 & 1834 & 390 & 4 & 10319 & NaN & 15.047084 & NaN & NaN \\ +625 & 1834 & 391 & 4 & 10319 & NaN & NaN & 4.288562 & NaN \\ +626 & 1834 & 392 & 4 & 10319 & NaN & NaN & 1.929717 & NaN \\ +627 & 1834 & 393 & 4 & 10319 & NaN & NaN & 2.228233 & NaN \\ +603 & 1834 & 399 & 4 & 120319 & NaN & NaN & 0.096770 & NaN \\ +604 & 1834 & 400 & 4 & 120319 & NaN & NaN & 3.240795 & NaN \\ +171 & 1834 & 402 & 4 & 220319 & 9.432920 & 3.350451 & NaN & NaN \\ +606 & 1834 & 404 & 4 & 220319 & NaN & NaN & 14.760610 & 6.915852 \\ +711 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 2.070336 \\ +712 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 3.007280 \\ +713 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 20.194169 \\ +125 & 1834 & 408 & 5 & 10319 & 22.462604 & NaN & NaN & NaN \\ +126 & 1834 & 409 & 5 & 10319 & 26.555237 & NaN & NaN & NaN \\ +386 & 1834 & 410 & 5 & 10319 & NaN & 21.187075 & NaN & NaN \\ +387 & 1834 & 411 & 5 & 10319 & NaN & 14.377949 & 10.611757 & NaN \\ +628 & 1834 & 412 & 5 & 10319 & NaN & NaN & 22.701689 & NaN \\ +726 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 29.493327 \\ +727 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 19.459835 \\ +193 & 1834 & 415 & 5 & 60319 & 29.595910 & NaN & NaN & NaN \\ +409 & 1834 & 416 & 5 & 60319 & NaN & 35.467258 & NaN & NaN \\ +410 & 1834 & 417 & 5 & 60319 & NaN & 25.562070 & 18.186634 & 11.056150 \\ +585 & 1834 & 418 & 5 & 60319 & NaN & NaN & 19.810787 & NaN \\ +586 & 1834 & 419 & 5 & 60319 & NaN & NaN & 21.230981 & NaN \\ +107 & 1834 & 420 & 5 & 110319 & 8.146490 & NaN & NaN & NaN \\ +749 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 21.954945 \\ +108 & 1834 & 422 & 5 & 110319 & 31.406802 & NaN & NaN & NaN \\ +109 & 1834 & 423 & 5 & 110319 & 7.891549 & 7.519373 & NaN & NaN \\ +431 & 1834 & 424 & 5 & 110319 & NaN & 22.347490 & NaN & NaN \\ +432 & 1834 & 425 & 5 & 110319 & NaN & 18.493390 & NaN & NaN \\ +200 & 1834 & 428 & 5 & 120319 & 13.295868 & 24.265869 & 12.397396 & 15.780508 \\ +605 & 1834 & 429 & 5 & 120319 & NaN & NaN & 18.396732 & NaN \\ +673 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 6.433426 \\ +674 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 4.186885 \\ +57 & 1834 & 432 & 5 & 150319 & 18.206894 & NaN & NaN & NaN \\ +58 & 1834 & 433 & 5 & 150319 & 0.961691 & NaN & NaN & NaN \\ +59 & 1834 & 434 & 5 & 150319 & 12.543878 & NaN & NaN & NaN \\ +60 & 1834 & 435 & 5 & 150319 & 5.822881 & NaN & NaN & NaN \\ +329 & 1834 & 436 & 5 & 150319 & NaN & 22.385999 & NaN & NaN \\ +529 & 1834 & 437 & 5 & 150319 & NaN & NaN & 0.896376 & 0.291959 \\ +530 & 1834 & 438 & 5 & 150319 & NaN & NaN & 19.224881 & NaN \\ +699 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 11.772560 \\ +700 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 13.554588 \\ +701 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 0.361738 \\ +702 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 14.455700 \\ +703 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 0.677705 \\ +172 & 1834 & 444 & 5 & 220319 & 0.677185 & NaN & NaN & NaN \\ +127 & 1834 & 445 & 6 & 10319 & 22.779214 & NaN & NaN & NaN \\ +128 & 1834 & 446 & 6 & 10319 & 25.006077 & 21.784754 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 21.807809 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 0.432866 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 24.364940 & 25.051482 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 19.278900 & 17.405826 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 0.588428 \\ +411 & 1834 & 452 & 6 & 60319 & NaN & 33.963104 & 42.444016 & NaN \\ +412 & 1834 & 453 & 6 & 60319 & NaN & 11.278741 & 5.865841 & NaN \\ +413 & 1834 & 454 & 6 & 60319 & NaN & 12.240370 & NaN & NaN \\ +414 & 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NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & 10.883271 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & 5.178377 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & 12.699690 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & 22.290941 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & 16.615055 & 24.865873 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & 16.785638 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & 11.364308 & 16.404243 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 3.262171 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 11.369646 \\ +195 & 1834 & 502 & 7 & 60319 & 18.280784 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & 11.094777 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & 6.260962 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & 15.963885 & 6.646507 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 16.676602 & 16.280925 & 15.483965 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 6.831874 & 8.449086 & 7.996282 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 7.221845 & 7.734893 & 5.269076 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 6.375398 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 15.607627 \\ +112 & 1834 & 511 & 7 & 110319 & 6.976727 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & 1.827445 & 4.268722 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & 0.121274 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & 20.242337 & 20.608175 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & 6.467046 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & 0.047059 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 1.595191 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 13.784853 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & 0.119537 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & 0.113602 & NaN & NaN \\ +202 & 1834 & 527 & 7 & 120319 & 25.310299 & 24.478758 & 27.290459 & 25.087309 \\ +203 & 1834 & 528 & 7 & 120319 & 4.441740 & NaN & NaN & NaN \\ +306 & 1834 & 529 & 7 & 120319 & NaN & 0.111690 & 0.271793 & 0.145161 \\ +307 & 1834 & 530 & 7 & 120319 & NaN & 17.102761 & NaN & NaN \\ +61 & 1834 & 531 & 7 & 150319 & 5.310098 & NaN & NaN & NaN \\ +62 & 1834 & 532 & 7 & 150319 & 1.606361 & NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & 0.648036 & NaN & 0.301801 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & 1.786713 & NaN & 3.184443 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & 13.149424 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & 0.613706 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & 12.576086 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & 17.499009 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 0.260435 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 22.856704 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 3.497128 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 0.302671 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 17.021558 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 10.829839 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 12.912335 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.331592 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.445001 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 6.319658 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 3.818452 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 11.773439 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 12.773140 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 27.155104 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 22.943406 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 1.775980 \\ +178 & 1834 & 555 & 7 & 220319 & 21.543026 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 1.610146 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 0.939184 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 0.182357 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 29.378665 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 22.816295 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 3.868090 & 3.774370 & 1.603168 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 5.493358 & 6.063323 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 13.636390 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 22.231898 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 6.908343 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 31.309905 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.185435 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.287382 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & 0.404477 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & 2.374011 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & 1.008317 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & 2.703905 & 2.864542 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & 0.144839 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 4.605299 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 7.543578 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.443885 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.129541 \\ +101 & 1839 & 584 & 3 & 200619 & 3.277536 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 0.340878 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 8.181513 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 14.795143 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 2.813542 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 2.697165 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 30.576092 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 15.876115 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 3.200903 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 7.821946 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 13.939869 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 6.998145 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 7.836365 \\ +102 & 1839 & 597 & 4 & 200619 & 11.813555 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 4.737348 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 5.179017 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 1.381863 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 0.794368 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 20.694366 & 35.327681 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 8.369557 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 9.801527 & NaN & 5.988637 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 5.011543 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 1.982235 \\ +67 & 1839 & 609 & 5 & 120619 & 9.578977 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 2.078964 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 18.892928 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 9.489726 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 8.740787 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 5.277304 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 14.035100 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 5.777361 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 21.696265 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 0.568260 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 2.610898 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 6.609834 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 12.719055 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 3.689768 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 3.635348 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.683339 & 0.985802 & 0.766988 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 0.946993 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 0.685038 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.088417 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 7.985235 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.110322 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 4.508946 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 11.624868 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.040038 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 8.114334 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.275811 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 7.047298 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 3.111963 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 3.659568 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.736969 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 17.626504 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 10.099737 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 21.909610 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 9.695835 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 7.409722 & 11.603008 & NaN & 6.737687 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 1.771664 & 1.003018 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 5.541379 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 7.538778 & NaN & NaN & NaN \\ 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& NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 25.833802 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 7.811334 & 10.046033 & 12.211856 & 9.589783 \\ +207 & 1849 & 678 & 0 & 150319 & 20.275381 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 12.593320 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 10.062173 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 2.764232 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 12.587909 \\ +37 & 1849 & 683 & 0 & 220319 & 22.716205 & NaN & 22.597809 & 31.708685 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 14.982157 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 15.015406 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 18.610872 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 10.745676 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 9.150727 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 21.478647 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 19.101033 \\ +137 & 1849 & 691 & 1 & 10319 & 14.245716 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.160015 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.232667 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 2.758334 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 16.833787 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 1.857990 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 6.711861 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 1.577998 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 15.059285 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 32.021431 \\ +223 & 1849 & 709 & 1 & 110319 & 3.104915 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 3.319242 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 3.524039 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 1.651703 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 1.729936 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 4.821950 & 8.810002 & NaN & NaN \\ 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& 732 & 1 & 220319 & NaN & NaN & 6.363583 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 3.517520 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 4.521200 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 20.968337 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 3.127768 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 8.270237 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 3.302246 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 1.521347 & NaN & 0.974995 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 15.229669 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & 4.773345 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 2.164938 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 4.113110 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.451364 \\ +138 & 1849 & 745 & 2 & 10319 & 11.425444 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.060633 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 15.926457 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 13.298116 & 19.168309 & 17.626971 & 21.998198 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 22.220669 & NaN & 13.948268 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.477965 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 6.710670 \\ +231 & 1849 & 756 & 2 & 110319 & 6.338985 & 9.020765 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 3.304761 & 2.037562 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 9.640500 & 9.984483 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 3.037577 & 0.251037 & 2.440142 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 3.565966 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 0.849736 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 3.799625 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 0.330732 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 12.310172 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 4.032695 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 20.262521 & NaN & NaN \\ 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150319 & 7.011797 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 16.492658 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 3.895677 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 16.050871 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 13.430581 \\ +40 & 1849 & 794 & 3 & 220319 & 6.873820 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 8.375037 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 22.063138 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.570966 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 15.253714 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 12.682616 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.514780 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 18.987601 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 9.886135 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 8.932569 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 24.274346 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.294286 \\ +271 & 1849 & 806 & 3 & 280219 & 3.210085 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 12.188139 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 16.892495 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 15.767326 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 15.247127 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 4.835947 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 3.764924 & NaN & 4.614042 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 7.707167 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 11.077652 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 4.503531 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 17.704476 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 14.721927 \\ +158 & 1849 & 820 & 4 & 60319 & 13.970215 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 28.368031 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 19.571785 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 27.148807 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 9.175284 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 2.015540 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 17.180425 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.374073 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 2.468525 \\ +44 & 1849 & 837 & 4 & 220319 & 0.280179 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 0.575991 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 5.412546 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 12.684763 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 0.907494 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 6.289238 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.343359 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.239286 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 20.015831 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 19.596799 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 13.013836 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 25.346691 & 30.229960 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 1.022107 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 38.546817 \\ +234 & 1849 & 857 & 5 & 110319 & 19.188547 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 18.066900 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 15.040140 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 23.631939 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 24.290807 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 12.808049 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.147735 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 9.796460 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 19.716607 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 10.844706 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 14.538807 & 5.550709 & 17.174085 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 19.176414 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 9.778046 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 4.797418 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 34.977341 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 24.793278 \\ +47 & 1849 & 874 & 5 & 220319 & 7.829132 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 13.896639 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 8.585061 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 10.325770 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 15.119179 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 23.340121 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 14.542420 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 30.355189 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 9.217248 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 16.333453 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 23.279135 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 27.907746 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 32.633249 \\ +274 & 1849 & 887 & 5 & 280219 & 15.887480 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 22.429238 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 19.286997 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 13.966599 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 28.786894 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 1.671204 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 8.503702 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.246342 \\ +275 & 1849 & 903 & 6 & 280219 & 5.402621 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.262840 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 18.814569 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 16.968072 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 31.771015 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 21.075341 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.263895 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 13.500446 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.380025 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 23.153601 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 14.006587 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 25.975727 \\ +148 & 1849 & 918 & 7 & 10319 & 19.671940 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 19.916474 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 9.585156 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 7.868689 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 20.377636 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 2.871655 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 5.733244 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 20.580516 \\ +221 & 1849 & 930 & 7 & 150319 & 5.709002 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 17.000910 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 4.484335 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 9.784243 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.046303 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 1.584894 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 15.539861 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 7.984691 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 13.251726 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 10.001721 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 4.165514 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_selectivity.csv b/actions/comparisons-allcells/data/statistics/values_bs_selectivity.csv new file mode 100644 index 000000000..bbd852dd9 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_selectivity.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 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+359,1849,870,5,150319,,1.889280532789512,, +574,1849,871,5,150319,,,6.393732955512832, +575,1849,872,5,150319,,,1.702830627937384, +746,1849,873,5,150319,,,,1.7526435628717687 +47,1849,874,5,220319,2.2563498930765684,,, +48,1849,875,5,220319,1.9265853497651853,,, +49,1849,876,5,220319,2.521714236274882,,, +323,1849,877,5,220319,,2.2318451335694065,, +324,1849,878,5,220319,,2.816349042910384,, +325,1849,879,5,220319,,1.455809818425818,, +618,1849,880,5,220319,,,2.5116025151622297, +619,1849,881,5,220319,,,1.4961500685423477, +620,1849,882,5,220319,,,4.511068152492718, +797,1849,883,5,220319,,,,1.8725681139821908 +798,1849,884,5,220319,,,,1.8346701724458423 +799,1849,885,5,220319,,,,2.2729301994109825 +800,1849,886,5,220319,,,,1.8431628929482944 +274,1849,887,5,280219,1.8698984543979065,,, +371,1849,888,5,280219,,2.4209452685674893,, +548,1849,889,5,280219,,,2.765383444534053, +146,1849,892,6,10319,2.1633039989241047,,, +147,1849,894,6,10319,1.5460888971266469,,, +162,1849,900,6,60319,4.208242932401533,,, +735,1849,901,6,60319,,,,2.7902153722410485 +736,1849,902,6,60319,,,,15.158901278879789 +275,1849,903,6,280219,4.891891799845814,,, +276,1849,904,6,280219,16.73704469561867,,, +277,1849,905,6,280219,2.151075764852548,,, +278,1849,906,6,280219,2.370571120911118,,, +372,1849,909,6,280219,,2.0472028980563373,, +373,1849,910,6,280219,,1.8743140397228728,, +549,1849,912,6,280219,,,5.990194394833857, +550,1849,913,6,280219,,,2.246317517950012, +551,1849,914,6,280219,,,3.369161826194597, +552,1849,915,6,280219,,,3.0711829695288677, +684,1849,916,6,280219,,,,2.8540927836564123 +685,1849,917,6,280219,,,,2.9389248889537303 +148,1849,918,7,10319,2.115318356043861,,, +163,1849,922,7,60319,2.381602530470643,,, +164,1849,923,7,60319,2.8444893099211512,,, +426,1849,924,7,60319,,2.2455565688139334,, +427,1849,925,7,60319,,2.100270820837126,, +428,1849,926,7,60319,,2.4558565651369033,, +526,1849,928,7,60319,,,3.6347966608103035, +737,1849,929,7,60319,,,,3.2005145251506235 +221,1849,930,7,150319,2.229330720121144,,, +279,1849,931,7,280219,2.03739715570426,,, +280,1849,932,7,280219,3.547597541342817,,, +281,1849,933,7,280219,2.2572007787124044,,, +374,1849,934,7,280219,,14.11970565494748,, +375,1849,935,7,280219,,5.780874334820994,, +376,1849,936,7,280219,,1.790769851820205,, +377,1849,937,7,280219,,2.8469244705486862,, +553,1849,938,7,280219,,,2.426548678736605, +554,1849,939,7,280219,,,3.1784130956622287, +687,1849,940,7,280219,,,,4.528564207828646 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_selectivity.tex b/actions/comparisons-allcells/data/statistics/values_bs_selectivity.tex new file mode 100644 index 000000000..6a1f2d6a0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_selectivity.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 3.069584 & NaN & 3.153729 & 3.479305 \\ +0 & 1833 & 1 & 0 & 260619 & 4.347910 & NaN & 6.072713 & 2.224181 \\ +15 & 1833 & 2 & 0 & 10719 & 8.826911 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 7.223778 & 3.569171 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 5.565760 & 7.045747 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 5.730899 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 9.327360 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 4.761273 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 4.512800 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 2.403171 & 2.732899 & 2.914075 & 3.169910 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 1.679726 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 3.641166 & 4.807446 & 3.170382 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 1.972573 & 2.179205 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 14.969097 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 4.911512 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 29.351043 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 4.848075 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 3.754093 \\ +131 & 1833 & 21 & 0 & 120619 & 6.723985 & 10.220545 & 11.114602 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 2.193311 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 2.874518 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 4.312077 & 3.837088 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 3.978579 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 5.741048 \\ +1 & 1833 & 30 & 0 & 260619 & 6.306988 & NaN & 5.744526 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 12.702067 & 5.824371 & 10.068639 & 9.225493 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 3.413269 & 6.537770 & 4.879579 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 3.233517 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 7.545286 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 8.724171 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 4.605922 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 8.394383 & 8.048288 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 2.560949 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 3.504686 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 3.768359 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 4.832501 & NaN & 2.965280 & 3.119575 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 14.509010 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 7.873738 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 5.429962 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 2.587061 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 5.498122 & NaN & 5.387711 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 3.506993 & 4.089421 & 4.598489 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 9.007063 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 2.916999 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 3.661426 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 1.911971 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 5.368486 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 1.773114 \\ +132 & 1833 & 72 & 1 & 120619 & 1.955209 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 1.848229 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 2.346379 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 2.118051 & 2.555936 \\ +3 & 1833 & 78 & 1 & 260619 & 4.028705 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 4.280531 & 5.329229 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 2.144987 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 3.123188 & 2.926625 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 5.823194 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 2.560472 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 9.482881 \\ +81 & 1833 & 87 & 1 & 290519 & 7.242792 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 6.229567 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 4.096294 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 5.000038 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 2.335852 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 2.248791 \\ +23 & 1833 & 96 & 2 & 10719 & 3.099002 & 3.002243 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 5.576254 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 1.893765 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 24.405334 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 5.824477 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 2.427438 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 9.452644 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 1.962091 \\ +50 & 1833 & 106 & 2 & 50619 & 11.282626 & 12.482322 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 2.376875 & NaN & 3.479540 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 8.452025 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 2.653862 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 1.981959 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 3.086340 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 4.616735 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 3.201242 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 2.904485 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 10.979972 & 7.390161 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 11.347967 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 11.434386 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 2.542139 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 20.899896 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 55.850624 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 3.039410 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 5.317162 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 6.085772 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 3.547729 & 3.971156 & 4.462366 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 5.200195 & NaN & 6.987441 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 6.444492 & NaN & 8.456822 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 3.516088 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 7.007704 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 4.904130 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 10.963087 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 4.517396 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 5.470771 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 6.571774 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 2.185050 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 4.207254 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 2.761657 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 2.323753 & 2.373714 \\ +5 & 1833 & 150 & 3 & 260619 & 3.303691 & 5.658917 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 4.560021 & 5.960116 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 2.537270 \\ +82 & 1833 & 156 & 3 & 290519 & 10.309065 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 5.680167 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 3.103987 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 5.127832 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 4.329529 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 13.128486 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 11.388983 & 12.058283 & 8.867463 & 11.158535 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 4.847226 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 2.648715 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 5.702760 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 19.434912 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 9.777594 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 2.836534 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 4.231383 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 9.115596 \\ +83 & 1833 & 178 & 4 & 290519 & 7.019654 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 3.062262 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 2.082756 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 5.819957 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 12.405316 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 5.235993 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 4.053309 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 4.290526 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 1.669085 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 5.531451 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 7.015921 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 1.647208 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 5.818611 & 6.692568 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 1.749828 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 4.548409 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 7.663639 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 4.207235 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 3.875157 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 3.826098 & 3.998364 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 10.870023 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 5.116170 \\ +85 & 1833 & 212 & 5 & 290519 & 8.228421 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 6.964253 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 3.778714 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 3.275953 & 3.782767 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 3.357647 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 6.296281 \\ +30 & 1833 & 219 & 6 & 10719 & 3.807313 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 4.286397 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 2.896069 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 9.312266 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 2.146471 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 1.735972 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 2.003975 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 2.047732 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 2.202841 & 1.623599 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 2.506560 \\ +52 & 1833 & 230 & 6 & 50619 & 13.291184 & 7.534088 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 3.729863 & 4.759869 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 4.467921 & 3.619601 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 3.549061 & 4.277899 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 8.876851 & 8.975437 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 2.741259 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 1.864896 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 7.256444 & 6.489262 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 8.102101 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 2.189272 \\ +8 & 1833 & 243 & 6 & 260619 & 4.019574 & 4.604216 & 3.821846 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 8.040746 & 6.774849 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 7.106608 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 5.800909 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 5.281942 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 2.930249 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 2.917167 \\ +256 & 1833 & 250 & 6 & 200619 & 2.913071 & NaN & 2.952405 & NaN \\ +257 & 1833 & 251 & 6 & 200619 & 5.281616 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 7.304579 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 8.502036 & 9.456077 & 8.817872 & 11.578195 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 3.020004 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 1.799117 & NaN & NaN \\ +464 & 1833 & 256 & 6 & 200619 & NaN & 4.364471 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 6.512587 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 2.607682 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 2.008963 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 7.292966 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 3.117198 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 2.656961 \\ +9 & 1833 & 263 & 6 & 260619 & 3.994177 & NaN & NaN & 2.619118 \\ +10 & 1833 & 264 & 6 & 260619 & 2.441578 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 5.891700 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 11.430083 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 4.238271 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 4.948597 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 3.510432 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 3.795329 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 2.141130 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 3.144808 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 4.145973 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 9.828931 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 3.740364 \\ +88 & 1833 & 276 & 6 & 290519 & 4.381520 & NaN & NaN & NaN \\ +89 & 1833 & 277 & 6 & 290519 & 1.940535 & NaN & NaN & NaN \\ +90 & 1833 & 278 & 6 & 290519 & 6.543258 & NaN & NaN & NaN \\ +91 & 1833 & 279 & 6 & 290519 & 11.580130 & NaN & NaN & NaN \\ +92 & 1833 & 280 & 6 & 290519 & 16.459605 & NaN & NaN & NaN \\ +93 & 1833 & 281 & 6 & 290519 & 5.219353 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & 8.354331 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 2.127026 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 5.483130 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 3.899290 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 4.700318 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 9.475230 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 8.074309 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 11.847174 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 9.820757 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 2.507828 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 2.991864 \\ +34 & 1833 & 293 & 7 & 10719 & 12.847370 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 7.096490 & 6.596680 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 2.474401 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 8.047495 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 12.867778 & NaN & NaN \\ +399 & 1833 & 298 & 7 & 50619 & NaN & 2.425926 & NaN & NaN \\ +792 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 2.207613 \\ +405 & 1833 & 301 & 7 & 120619 & NaN & 4.978389 & NaN & NaN \\ +583 & 1833 & 302 & 7 & 120619 & NaN & NaN & 5.134678 & NaN \\ +767 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 2.300986 \\ +260 & 1833 & 304 & 7 & 200619 & 2.923479 & 2.617972 & 2.801782 & 2.108910 \\ +466 & 1833 & 305 & 7 & 200619 & NaN & 79.107941 & NaN & NaN \\ +467 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +659 & 1833 & 307 & 7 & 200619 & NaN & NaN & 7.029109 & NaN \\ +12 & 1833 & 308 & 7 & 260619 & 2.384499 & NaN & NaN & NaN \\ +650 & 1833 & 309 & 7 & 260619 & NaN & NaN & 5.221789 & NaN \\ +651 & 1833 & 310 & 7 & 260619 & NaN & NaN & 15.443633 & NaN \\ +763 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 2.458934 \\ +95 & 1833 & 312 & 7 & 290519 & 9.605550 & NaN & NaN & NaN \\ +96 & 1833 & 313 & 7 & 290519 & 10.933601 & NaN & NaN & NaN \\ +97 & 1833 & 314 & 7 & 290519 & 18.513773 & NaN & NaN & NaN \\ +98 & 1833 & 315 & 7 & 290519 & 18.720811 & NaN & NaN & NaN \\ +99 & 1833 & 316 & 7 & 290519 & 2.530285 & NaN & NaN & NaN \\ +100 & 1833 & 317 & 7 & 290519 & 5.690351 & NaN & 3.426849 & NaN \\ +565 & 1833 & 322 & 7 & 290519 & NaN & NaN & 4.508373 & NaN \\ +774 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 9.943939 \\ +775 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 3.150418 \\ +776 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 5.354509 \\ +117 & 1834 & 327 & 0 & 10319 & 2.549649 & NaN & NaN & NaN \\ +118 & 1834 & 328 & 0 & 10319 & 16.781789 & NaN & NaN & NaN \\ +378 & 1834 & 329 & 0 & 10319 & NaN & 2.467632 & NaN & NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 2.109784 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 3.012047 & 3.465332 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 14.110093 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 9.967730 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 7.690892 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 7.154197 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 10.160241 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 7.842799 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 3.182129 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 5.182481 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 1.975895 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 4.037025 & 2.630462 & 3.350881 & 3.362491 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 5.223404 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 5.468846 & 4.086143 & 3.457157 & 3.109684 \\ +166 & 1834 & 346 & 0 & 220319 & 2.394125 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 2.386305 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 10319 & NaN & 3.919737 & NaN & NaN \\ +622 & 1834 & 349 & 1 & 10319 & NaN & NaN & 8.033076 & NaN \\ +406 & 1834 & 350 & 1 & 60319 & NaN & 8.320790 & NaN & NaN \\ +198 & 1834 & 351 & 1 & 120319 & 18.363101 & NaN & NaN & NaN \\ +302 & 1834 & 352 & 1 & 120319 & NaN & 22.500725 & 37.750498 & NaN \\ +407 & 1834 & 353 & 2 & 60319 & NaN & 2.482459 & NaN & NaN \\ +303 & 1834 & 354 & 2 & 120319 & NaN & 26.777117 & NaN & NaN \\ +304 & 1834 & 355 & 2 & 120319 & NaN & 19.141789 & NaN & NaN \\ +602 & 1834 & 356 & 2 & 120319 & NaN & NaN & 2.958338 & NaN \\ +167 & 1834 & 357 & 2 & 220319 & 2.128996 & 2.638980 & 3.073033 & NaN \\ +168 & 1834 & 358 & 2 & 220319 & 14.709770 & 12.632198 & 13.899939 & NaN \\ +169 & 1834 & 359 & 2 & 220319 & 4.922373 & NaN & NaN & NaN \\ +710 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 11.611840 \\ +120 & 1834 & 361 & 3 & 10319 & 16.246926 & 15.494573 & NaN & NaN \\ +121 & 1834 & 362 & 3 & 10319 & 5.213481 & NaN & NaN & NaN \\ +122 & 1834 & 363 & 3 & 10319 & 2.635592 & NaN & NaN & NaN \\ +381 & 1834 & 364 & 3 & 10319 & NaN & 2.045242 & NaN & NaN \\ +623 & 1834 & 365 & 3 & 10319 & NaN & NaN & 14.226352 & NaN \\ +624 & 1834 & 366 & 3 & 10319 & NaN & NaN & 2.157667 & NaN \\ +724 & 1834 & 367 & 3 & 10319 & NaN & NaN & NaN & 3.277451 \\ +725 & 1834 & 368 & 3 & 10319 & NaN & NaN & NaN & 2.079544 \\ +190 & 1834 & 369 & 3 & 60319 & 2.566128 & NaN & NaN & NaN \\ +191 & 1834 & 370 & 3 & 60319 & 7.305542 & NaN & NaN & NaN \\ +192 & 1834 & 371 & 3 & 60319 & 5.132967 & 2.395971 & 2.616992 & 3.323117 \\ +408 & 1834 & 372 & 3 & 60319 & NaN & 5.290886 & NaN & NaN \\ +747 & 1834 & 373 & 3 & 60319 & NaN & NaN & NaN & 11.603405 \\ +430 & 1834 & 374 & 3 & 110319 & NaN & 2.805233 & NaN & NaN \\ +199 & 1834 & 376 & 3 & 120319 & 2.297809 & 2.210029 & 3.034224 & NaN \\ +305 & 1834 & 377 & 3 & 120319 & NaN & 4.923346 & NaN & NaN \\ +672 & 1834 & 378 & 3 & 120319 & NaN & NaN & NaN & 2.491000 \\ +56 & 1834 & 379 & 3 & 150319 & 2.750528 & NaN & NaN & NaN \\ +327 & 1834 & 380 & 3 & 150319 & NaN & 1.833236 & NaN & NaN \\ +328 & 1834 & 381 & 3 & 150319 & NaN & 3.473139 & 3.049351 & 3.500385 \\ +528 & 1834 & 382 & 3 & 150319 & NaN & NaN & 2.247657 & NaN \\ +698 & 1834 & 383 & 3 & 150319 & NaN & NaN & NaN & 3.182195 \\ +170 & 1834 & 384 & 3 & 220319 & 4.040222 & 2.730019 & 2.756788 & 2.787365 \\ +123 & 1834 & 385 & 4 & 10319 & 2.208369 & NaN & NaN & NaN \\ +124 & 1834 & 386 & 4 & 10319 & 3.005214 & NaN & NaN & NaN \\ +382 & 1834 & 387 & 4 & 10319 & NaN & 4.408159 & NaN & NaN \\ +383 & 1834 & 388 & 4 & 10319 & NaN & 2.523671 & NaN & NaN \\ +384 & 1834 & 389 & 4 & 10319 & NaN & 2.778952 & NaN & NaN \\ +385 & 1834 & 390 & 4 & 10319 & NaN & 1.768267 & NaN & NaN \\ +625 & 1834 & 391 & 4 & 10319 & NaN & NaN & 3.749600 & NaN \\ +626 & 1834 & 392 & 4 & 10319 & NaN & NaN & 4.498851 & NaN \\ +627 & 1834 & 393 & 4 & 10319 & NaN & NaN & 3.356842 & NaN \\ +603 & 1834 & 399 & 4 & 120319 & NaN & NaN & 15.654722 & NaN \\ +604 & 1834 & 400 & 4 & 120319 & NaN & NaN & 5.067398 & NaN \\ +171 & 1834 & 402 & 4 & 220319 & 2.784652 & 3.720806 & NaN & NaN \\ +606 & 1834 & 404 & 4 & 220319 & NaN & NaN & 2.670832 & 3.233565 \\ +711 & 1834 & 405 & 4 & 220319 & NaN & NaN & NaN & 4.261593 \\ +712 & 1834 & 406 & 4 & 220319 & NaN & NaN & NaN & 3.294122 \\ +713 & 1834 & 407 & 4 & 220319 & NaN & NaN & NaN & 2.268215 \\ +125 & 1834 & 408 & 5 & 10319 & 2.158003 & NaN & NaN & NaN \\ +126 & 1834 & 409 & 5 & 10319 & 1.629417 & NaN & NaN & NaN \\ +386 & 1834 & 410 & 5 & 10319 & NaN & 1.763214 & NaN & NaN \\ +387 & 1834 & 411 & 5 & 10319 & NaN & 1.896872 & 2.562396 & NaN \\ +628 & 1834 & 412 & 5 & 10319 & NaN & NaN & 2.409023 & NaN \\ +726 & 1834 & 413 & 5 & 10319 & NaN & NaN & NaN & 2.290701 \\ +727 & 1834 & 414 & 5 & 10319 & NaN & NaN & NaN & 3.888403 \\ +193 & 1834 & 415 & 5 & 60319 & 1.719956 & NaN & NaN & NaN \\ +409 & 1834 & 416 & 5 & 60319 & NaN & 1.516103 & NaN & NaN \\ +410 & 1834 & 417 & 5 & 60319 & NaN & 2.104695 & 2.253944 & 2.530673 \\ +585 & 1834 & 418 & 5 & 60319 & NaN & NaN & 3.976061 & NaN \\ +586 & 1834 & 419 & 5 & 60319 & NaN & NaN & 3.892361 & NaN \\ +107 & 1834 & 420 & 5 & 110319 & 3.471669 & NaN & NaN & NaN \\ +749 & 1834 & 421 & 5 & 60319 & NaN & NaN & NaN & 2.125353 \\ +108 & 1834 & 422 & 5 & 110319 & 2.593692 & NaN & NaN & NaN \\ +109 & 1834 & 423 & 5 & 110319 & 3.197119 & 3.189997 & NaN & NaN \\ +431 & 1834 & 424 & 5 & 110319 & NaN & 1.750178 & NaN & NaN \\ +432 & 1834 & 425 & 5 & 110319 & NaN & 3.466064 & NaN & NaN \\ +200 & 1834 & 428 & 5 & 120319 & 3.541574 & 2.186676 & 2.152460 & 2.557404 \\ +605 & 1834 & 429 & 5 & 120319 & NaN & NaN & 1.933390 & NaN \\ +673 & 1834 & 430 & 5 & 120319 & NaN & NaN & NaN & 6.403530 \\ +674 & 1834 & 431 & 5 & 120319 & NaN & NaN & NaN & 6.277359 \\ +57 & 1834 & 432 & 5 & 150319 & 2.636349 & NaN & NaN & NaN \\ +58 & 1834 & 433 & 5 & 150319 & 6.074423 & NaN & NaN & NaN \\ +59 & 1834 & 434 & 5 & 150319 & 2.191543 & NaN & NaN & NaN \\ +60 & 1834 & 435 & 5 & 150319 & 3.100917 & NaN & NaN & NaN \\ +329 & 1834 & 436 & 5 & 150319 & NaN & 3.470913 & NaN & NaN \\ +529 & 1834 & 437 & 5 & 150319 & NaN & NaN & 5.218994 & 10.863604 \\ +530 & 1834 & 438 & 5 & 150319 & NaN & NaN & 1.942084 & NaN \\ +699 & 1834 & 439 & 5 & 150319 & NaN & NaN & NaN & 2.432607 \\ +700 & 1834 & 440 & 5 & 150319 & NaN & NaN & NaN & 2.610768 \\ +701 & 1834 & 441 & 5 & 150319 & NaN & NaN & NaN & 6.722403 \\ +702 & 1834 & 442 & 5 & 150319 & NaN & NaN & NaN & 2.296980 \\ +703 & 1834 & 443 & 5 & 150319 & NaN & NaN & NaN & 16.995359 \\ +172 & 1834 & 444 & 5 & 220319 & 5.387785 & NaN & NaN & NaN \\ +127 & 1834 & 445 & 6 & 10319 & 1.621281 & NaN & NaN & NaN \\ +128 & 1834 & 446 & 6 & 10319 & 1.803695 & 1.655312 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 1.686027 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 4.945028 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 1.969815 & 1.745917 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 1.712904 & 2.051130 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 3.956962 \\ 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& 6 & 150319 & NaN & 1.934704 & NaN & NaN \\ +531 & 1834 & 475 & 6 & 150319 & NaN & NaN & 14.900730 & NaN \\ +532 & 1834 & 476 & 6 & 150319 & NaN & NaN & 1.861157 & NaN \\ +704 & 1834 & 477 & 6 & 150319 & NaN & NaN & NaN & 2.223815 \\ +174 & 1834 & 478 & 6 & 220319 & 2.886662 & NaN & NaN & NaN \\ +175 & 1834 & 479 & 6 & 220319 & 3.604935 & NaN & NaN & NaN \\ +176 & 1834 & 480 & 6 & 220319 & 23.238653 & NaN & NaN & NaN \\ +177 & 1834 & 481 & 6 & 220319 & 4.199388 & NaN & NaN & NaN \\ +293 & 1834 & 482 & 6 & 220319 & NaN & 4.385358 & NaN & NaN \\ +294 & 1834 & 483 & 6 & 220319 & NaN & 1.692080 & NaN & NaN \\ +295 & 1834 & 484 & 6 & 220319 & NaN & 1.923518 & NaN & NaN \\ +296 & 1834 & 485 & 6 & 220319 & NaN & 4.177887 & NaN & NaN \\ +297 & 1834 & 486 & 6 & 220319 & NaN & 2.175577 & NaN & NaN \\ +607 & 1834 & 487 & 6 & 220319 & NaN & NaN & 2.439951 & 2.460102 \\ +608 & 1834 & 488 & 6 & 220319 & NaN & NaN & 2.273324 & 2.359060 \\ +609 & 1834 & 489 & 6 & 220319 & NaN & NaN & 2.373947 & 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2.974017 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 1.830436 & 2.546723 & 2.370244 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 2.137255 & 2.823057 & 4.259269 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 2.525978 & 3.122080 & 3.993809 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 3.103000 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 2.531132 \\ +112 & 1834 & 511 & 7 & 110319 & 4.101633 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & 6.681108 & 6.502000 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & 5.550311 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & 2.244184 & 1.610976 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & 2.273200 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & 27.018136 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 3.563184 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 2.572024 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & 6.704343 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & 12.398268 & NaN & NaN \\ 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14.339553 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 9.726510 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 3.514104 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 6.251623 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 6.987597 \\ +101 & 1839 & 584 & 3 & 200619 & 3.423487 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 10.194935 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 3.003608 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 1.940046 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 3.715432 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 4.163135 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 1.835405 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 1.785597 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 3.181959 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 5.121284 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 1.864390 \\ +663 & 1839 & 595 & 4 & 120619 & 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& 13.295247 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 4.008971 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 3.898287 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 7.439464 & 8.428571 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 13.719407 \\ +104 & 1839 & 661 & 7 & 200619 & 4.794970 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 17.902725 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 8.221277 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 2.587166 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 12.810180 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 4.411335 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 8.789353 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 7.785011 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 3.109192 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 8.817185 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 19.911477 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN 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& 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 1.773104 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 2.057581 \\ +137 & 1849 & 691 & 1 & 10319 & 1.950311 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 9.454681 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 18.622120 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 4.747642 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 2.127915 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 7.153172 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 4.584385 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 4.517920 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 2.310546 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 3.285763 \\ +223 & 1849 & 709 & 1 & 110319 & 3.787475 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 3.103157 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 3.602057 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 4.434425 & NaN & NaN & NaN \\ +227 & 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+279 & 1849 & 931 & 7 & 280219 & 2.037397 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 3.547598 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 2.257201 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 14.119706 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 5.780874 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 1.790770 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 2.846924 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 2.426549 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 3.178413 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 4.528564 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_spacing.csv b/actions/comparisons-allcells/data/statistics/values_bs_spacing.csv new file mode 100644 index 000000000..a8fdb9a8b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_spacing.csv @@ -0,0 +1,764 @@ 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--- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_spacing.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.363988 & NaN & 0.334996 & 0.496286 \\ +0 & 1833 & 1 & 0 & 260619 & 0.481205 & NaN & 0.511408 & 0.428342 \\ +15 & 1833 & 2 & 0 & 10719 & 0.344784 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.360759 & 0.404989 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.487671 & 0.440470 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.355455 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.366652 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.361921 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.525389 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.359420 & 0.418814 & 0.490740 & 0.431176 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.341625 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.346778 & 0.363227 & 0.543580 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.398278 & 0.335157 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.508269 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.413701 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.354869 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.409161 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.940719 \\ +131 & 1833 & 21 & 0 & 120619 & 0.472219 & 0.605267 & 0.702087 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.391356 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.363515 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.370479 & 0.383432 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.432273 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.366428 \\ +1 & 1833 & 30 & 0 & 260619 & 0.333416 & NaN & 0.370479 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.351924 & 0.342142 & 0.355808 & 0.371447 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.572852 & 0.360775 & 0.375788 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.455799 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.393735 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.343782 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.346950 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.359232 & 0.344403 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.381842 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.349884 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.331176 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.523808 & NaN & 0.430326 & 0.356104 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.622129 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.736015 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.358831 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.354590 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.363626 & NaN & 0.360775 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.357866 & 0.356249 & 0.460412 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.363980 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.538405 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.434434 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.580830 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.365083 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.730670 \\ +132 & 1833 & 72 & 1 & 120619 & 0.499002 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.324712 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.424989 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.544456 & 0.442917 \\ +3 & 1833 & 78 & 1 & 260619 & 0.358140 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.375787 & 0.361430 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.422044 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.361516 & 0.357203 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.357301 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.416837 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.349958 \\ +81 & 1833 & 87 & 1 & 290519 & 0.406818 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 0.438514 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.453454 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.462552 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.548669 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.750924 \\ +23 & 1833 & 96 & 2 & 10719 & 0.335232 & 0.405348 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.462712 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.518570 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.401211 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 0.758225 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.407898 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.523572 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.541078 \\ +50 & 1833 & 106 & 2 & 50619 & 0.379545 & 0.387257 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.406026 & NaN & 0.529333 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 0.509177 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 0.499867 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 0.945227 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.419696 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.475223 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.358315 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.349138 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.370142 & 0.351311 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.637932 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.465547 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.357032 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.474060 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.427644 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 0.502878 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.354793 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.374574 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.361058 & 0.344101 & 0.358140 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.495105 & NaN & 0.399111 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.367574 & NaN & 0.379375 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.401324 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.369903 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.373728 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.347818 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.394014 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.693673 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.380414 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.384952 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.394755 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.430106 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.355422 & 0.348821 \\ +5 & 1833 & 150 & 3 & 260619 & 0.348932 & 0.477803 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.362262 & 0.347255 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.539465 \\ +82 & 1833 & 156 & 3 & 290519 & 0.657812 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 0.467750 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 0.459536 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 0.892382 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.539924 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.497988 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.378168 & 0.384357 & 0.370986 & 0.384615 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 0.347931 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.406701 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.365879 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.352713 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 0.374574 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 0.449780 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.372031 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.540474 \\ +83 & 1833 & 178 & 4 & 290519 & 0.348425 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.382420 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.421414 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.327594 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 0.371074 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 0.336613 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 0.569400 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 0.519760 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 0.477520 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 0.344194 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.421762 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.467369 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.362283 & 0.355974 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.811197 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.435739 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 0.388757 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.361058 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.360435 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 0.354816 & 0.353196 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.380409 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.357612 \\ +85 & 1833 & 212 & 5 & 290519 & 0.499467 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.395106 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.389700 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.648174 & 0.599558 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.601391 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.394754 \\ +30 & 1833 & 219 & 6 & 10719 & 0.373547 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 0.517089 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 0.620283 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 0.851542 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 0.921368 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 0.697005 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 0.505881 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.609379 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.839810 & 0.685797 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.579841 \\ +52 & 1833 & 230 & 6 & 50619 & 0.594344 & 0.562941 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 0.406177 & 0.434762 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 0.362134 & 0.355665 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 0.398105 & 0.392784 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.380414 & 0.393352 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 0.399933 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 0.577005 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.376785 & 0.394795 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.823769 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.841160 \\ +8 & 1833 & 243 & 6 & 260619 & 0.361777 & 0.343784 & 0.345660 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 0.388683 & 0.368427 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.382377 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.363851 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.710432 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.374918 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.379029 \\ +256 & 1833 & 250 & 6 & 200619 & 0.385988 & NaN & 0.364768 & NaN \\ +257 & 1833 & 251 & 6 & 200619 & 0.363537 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 0.359336 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 0.385030 & 0.390419 & 0.385392 & 0.374432 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 0.363514 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 0.696324 & NaN & NaN \\ +464 & 1833 & 256 & 6 & 200619 & NaN & 0.516637 & NaN & NaN \\ +465 & 1833 & 257 & 6 & 200619 & NaN & 0.364768 & NaN & NaN \\ +658 & 1833 & 258 & 6 & 200619 & NaN & NaN & 0.368669 & NaN \\ +720 & 1833 & 259 & 6 & 200619 & NaN & NaN & NaN & 0.379324 \\ +721 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.377556 \\ +722 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.384113 \\ +723 & 1833 & 262 & 6 & 200619 & NaN & NaN & NaN & 0.351801 \\ +9 & 1833 & 263 & 6 & 260619 & 0.362555 & NaN & NaN & 0.367924 \\ +10 & 1833 & 264 & 6 & 260619 & 0.592958 & NaN & NaN & NaN \\ +11 & 1833 & 265 & 6 & 260619 & 0.372193 & NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 0.553477 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 0.344106 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 0.572722 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 0.386623 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.352604 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 0.634330 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 0.630111 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 0.710765 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.347304 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.352491 \\ +88 & 1833 & 276 & 6 & 290519 & 0.548896 & NaN & NaN & NaN \\ +89 & 1833 & 277 & 6 & 290519 & 0.802254 & NaN & NaN & NaN \\ +90 & 1833 & 278 & 6 & 290519 & 0.401765 & NaN & NaN & NaN \\ +91 & 1833 & 279 & 6 & 290519 & 0.445263 & NaN & NaN & NaN \\ +92 & 1833 & 280 & 6 & 290519 & 0.363951 & NaN & NaN & NaN \\ +93 & 1833 & 281 & 6 & 290519 & 0.369376 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & 0.431780 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 0.603499 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.384464 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.413793 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.398662 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 0.433852 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 0.462721 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 0.701788 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 0.476413 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 0.439603 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 0.881696 \\ +34 & 1833 & 293 & 7 & 10719 & 0.440936 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 0.516760 & 0.377405 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 0.513252 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 0.702060 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 0.694113 & NaN & NaN \\ +399 & 1833 & 298 & 7 & 50619 & NaN & 0.345557 & NaN & NaN \\ +792 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 0.590926 \\ +405 & 1833 & 301 & 7 & 120619 & NaN & 0.363327 & NaN & NaN \\ +583 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.365928 & NaN \\ +767 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 0.553473 \\ +260 & 1833 & 304 & 7 & 200619 & 0.397278 & 0.374918 & 0.433107 & 0.380266 \\ +466 & 1833 & 305 & 7 & 200619 & NaN & 0.604074 & NaN & NaN \\ +467 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +659 & 1833 & 307 & 7 & 200619 & NaN & NaN & 0.667951 & NaN \\ +12 & 1833 & 308 & 7 & 260619 & 0.648666 & NaN & NaN & NaN \\ +650 & 1833 & 309 & 7 & 260619 & NaN & NaN & 0.724190 & NaN \\ +651 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.444709 & NaN \\ +763 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 0.730992 \\ +95 & 1833 & 312 & 7 & 290519 & 0.408860 & NaN & NaN & NaN \\ +96 & 1833 & 313 & 7 & 290519 & 0.460479 & NaN & NaN & NaN \\ +97 & 1833 & 314 & 7 & 290519 & 0.387775 & NaN & NaN & NaN \\ +98 & 1833 & 315 & 7 & 290519 & 0.476948 & NaN & NaN & NaN \\ +99 & 1833 & 316 & 7 & 290519 & 0.435698 & NaN & NaN & NaN \\ +100 & 1833 & 317 & 7 & 290519 & 0.412948 & NaN & 0.390775 & NaN \\ +565 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.374149 & NaN \\ +774 & 1833 & 323 & 7 & 290519 & NaN & NaN & NaN & 0.643232 \\ +775 & 1833 & 325 & 7 & 290519 & NaN & NaN & NaN & 0.622636 \\ +776 & 1833 & 326 & 7 & 290519 & NaN & NaN & NaN & 0.341792 \\ +117 & 1834 & 327 & 0 & 10319 & 0.519466 & NaN & NaN & NaN \\ +118 & 1834 & 328 & 0 & 10319 & 0.540382 & NaN & NaN & NaN \\ +378 & 1834 & 329 & 0 & 10319 & NaN & 0.550904 & NaN & NaN \\ +379 & 1834 & 330 & 0 & 10319 & NaN & 0.562595 & NaN & NaN \\ +105 & 1834 & 332 & 0 & 110319 & 0.598909 & 0.640396 & NaN & NaN \\ +184 & 1834 & 333 & 0 & 60319 & 0.548335 & NaN & NaN & NaN \\ +185 & 1834 & 334 & 0 & 60319 & 0.319515 & NaN & NaN & NaN \\ +186 & 1834 & 335 & 0 & 60319 & 0.414402 & NaN & NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 0.669359 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 0.456203 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 0.622411 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 0.598001 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 0.611369 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 0.442132 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 0.586479 & 0.578432 & 0.563596 & 0.612635 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 0.818108 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 0.670096 & 0.826698 & 0.870984 & 0.736247 \\ +166 & 1834 & 346 & 0 & 220319 & 0.617592 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 0.565104 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 10319 & NaN & 0.765089 & NaN & NaN \\ +622 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.477709 & NaN \\ +406 & 1834 & 350 & 1 & 60319 & NaN & 0.909502 & NaN & NaN \\ +198 & 1834 & 351 & 1 & 120319 & 0.802406 & NaN & NaN & NaN \\ +302 & 1834 & 352 & 1 & 120319 & NaN & 0.756640 & 0.788589 & NaN \\ +407 & 1834 & 353 & 2 & 60319 & NaN & 0.516303 & NaN & NaN \\ +303 & 1834 & 354 & 2 & 120319 & NaN & 0.550645 & NaN & NaN \\ +304 & 1834 & 355 & 2 & 120319 & NaN & 0.671604 & NaN & NaN \\ +602 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.652053 & NaN \\ +167 & 1834 & 357 & 2 & 220319 & 0.652534 & 0.590135 & 0.636960 & NaN \\ +168 & 1834 & 358 & 2 & 220319 & 0.706527 & 0.707647 & 0.737812 & NaN \\ +169 & 1834 & 359 & 2 & 220319 & 0.645897 & NaN & NaN & NaN \\ +710 & 1834 & 360 & 2 & 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NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 0.461808 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.495604 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.482402 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.458184 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.570929 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.438559 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.506349 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.625912 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.552682 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 0.473997 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 0.465293 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 0.519582 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.580340 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 0.501830 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 0.563535 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 0.789556 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 0.529387 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 0.475704 & 0.491483 & NaN & 0.505645 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.474495 & 0.446968 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 0.459449 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 0.461150 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.494923 & 0.490370 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.449955 \\ +104 & 1839 & 661 & 7 & 200619 & 0.477625 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 0.518937 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 0.615848 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 0.496271 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 0.562037 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 0.508556 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 0.484567 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 0.498415 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 0.452173 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.524910 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 0.494257 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 0.581705 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 0.532820 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 0.847525 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 0.645518 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 0.815190 & 0.580601 & 0.544625 & 0.565077 \\ +207 & 1849 & 678 & 0 & 150319 & 0.704324 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.794242 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.794851 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.699469 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.637092 \\ +37 & 1849 & 683 & 0 & 220319 & 0.620766 & NaN & 0.627494 & 0.843275 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.522694 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 0.776118 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 0.721100 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.733591 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.688177 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.454996 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.608532 \\ +137 & 1849 & 691 & 1 & 10319 & 0.732669 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.578344 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.488702 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 0.571548 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 0.762756 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.628784 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.555402 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.492250 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.559905 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.752055 \\ +223 & 1849 & 709 & 1 & 110319 & 0.847143 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 0.702176 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 0.750339 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 0.910854 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 0.622558 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 0.566603 & 0.667184 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & 0.923982 & 0.643598 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & 0.558112 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 0.700070 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 0.728310 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 0.783799 & 0.517542 & 0.380855 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 0.573837 & 0.940269 & 0.450586 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 0.801064 & 0.863194 & 0.874623 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.459220 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 0.968465 & NaN & 0.473208 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.804039 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 0.605267 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 0.723233 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 0.551340 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.528546 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.823110 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.512149 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 0.637047 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 0.925526 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 0.480285 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 0.866588 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 0.897272 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 0.816899 & NaN & 0.706867 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 1.104923 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.615681 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.730334 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.703376 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.575655 \\ +138 & 1849 & 745 & 2 & 10319 & 0.841025 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.566710 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 0.456402 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 0.636804 & 0.730115 & 0.441492 & 0.758595 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 0.662693 & NaN & 0.692082 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.511975 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.769729 \\ +231 & 1849 & 756 & 2 & 110319 & 0.650496 & 0.482056 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 0.576844 & 0.771840 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 0.505929 & 0.954685 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 0.803656 & 0.707322 & 0.847149 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 1.285059 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 0.436236 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 0.828154 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 0.631031 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 0.673048 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 0.845701 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 0.845406 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & 0.648099 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.464537 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.920731 \\ +141 & 1849 & 774 & 3 & 10319 & 0.545132 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 0.591172 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & 0.983218 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & 0.698858 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & 0.610580 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & 0.579769 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 0.934349 & 1.293758 & 0.915853 & NaN \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 0.525151 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 0.717368 & 0.526968 & 0.645787 \\ +233 & 1849 & 786 & 3 & 110319 & 0.870309 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 0.777236 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 0.653988 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 0.680248 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 0.551927 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 0.518205 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.895388 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.905780 \\ +40 & 1849 & 794 & 3 & 220319 & 0.669571 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 0.650979 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 0.660069 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.749883 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 0.976595 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 0.709419 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.844244 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.474028 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.721148 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.525893 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.718125 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.888951 \\ +271 & 1849 & 806 & 3 & 280219 & 0.674067 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 0.991271 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 0.720691 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 0.567331 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 0.629024 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 0.493854 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 0.856159 & NaN & 1.104038 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.497227 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.712062 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.510678 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.571823 \\ +158 & 1849 & 820 & 4 & 60319 & 0.655290 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 0.791399 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.655586 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 0.834889 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 0.885584 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 0.616291 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 0.868348 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.712360 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.533441 \\ +44 & 1849 & 837 & 4 & 220319 & 0.531133 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 0.413135 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 0.512727 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 0.772253 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 0.655282 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.525581 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.437422 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.429472 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 0.695013 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 0.631153 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 0.887821 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 0.675828 & 0.478101 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 0.676899 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.633222 \\ +234 & 1849 & 857 & 5 & 110319 & 0.883469 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 0.857523 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 0.889339 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 0.657838 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 0.779875 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 0.506255 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.552014 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 0.574702 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 0.881529 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 0.683133 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 0.685354 & 0.906014 & 0.927150 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 0.834801 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 0.799023 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.487051 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.574403 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.755660 \\ +47 & 1849 & 874 & 5 & 220319 & 0.583327 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 0.697612 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 0.588107 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 0.842111 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 0.703664 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 0.598638 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.658970 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.733240 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.647026 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.842976 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.531089 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.492047 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.657417 \\ +274 & 1849 & 887 & 5 & 280219 & 0.842597 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 0.619168 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.747656 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 1.239198 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.752571 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 0.616213 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.351461 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.553398 \\ +275 & 1849 & 903 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.412239 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 0.904669 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 1.211428 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 0.950809 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.584745 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.730464 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.529578 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.466790 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.568138 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.544293 \\ +148 & 1849 & 918 & 7 & 10319 & 0.513600 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.451399 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.836418 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.510037 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.546667 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.613333 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.617427 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.673333 \\ +221 & 1849 & 930 & 7 & 150319 & 0.760307 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.654663 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.581307 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.479377 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.461177 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.442631 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.511834 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.519500 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.630988 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.569236 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.421155 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_sparsity.csv b/actions/comparisons-allcells/data/statistics/values_bs_sparsity.csv new file mode 100644 index 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+375,1849,935,7,280219,,0.6192517946594506,, +376,1849,936,7,280219,,0.9679228659562984,, +377,1849,937,7,280219,,0.8210984189431745,, +553,1849,938,7,280219,,,0.929126500458188, +554,1849,939,7,280219,,,0.8159900710795797, +687,1849,940,7,280219,,,,0.6983619364151537 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_sparsity.tex b/actions/comparisons-allcells/data/statistics/values_bs_sparsity.tex new file mode 100644 index 000000000..66e5d89f6 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_sparsity.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.791309 & NaN & 0.762323 & 0.749534 \\ +0 & 1833 & 1 & 0 & 260619 & 0.766899 & NaN & 0.717044 & 0.862068 \\ +15 & 1833 & 2 & 0 & 10719 & 0.378483 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.523969 & 0.766857 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.714674 & 0.592905 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.590836 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.443379 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.692070 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.706507 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.900910 & 0.910422 & 0.850808 & 0.921960 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.952415 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.752849 & 0.730714 & 0.825358 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.919367 & 0.871763 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.482820 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.774642 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.300954 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.807208 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.780161 \\ +131 & 1833 & 21 & 0 & 120619 & 0.633502 & 0.639745 & 0.479968 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.897278 & NaN & NaN & NaN \\ 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NaN & 0.878476 & 0.876360 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.334281 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.518620 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.583630 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.834588 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.564718 & NaN & 0.568092 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.665805 & 0.689888 & 0.629547 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.441139 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.893651 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.756721 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.919938 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.652979 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.928781 \\ +132 & 1833 & 72 & 1 & 120619 & 0.918490 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.944682 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.909431 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & 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NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 0.660918 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 0.710935 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 0.969358 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 0.883763 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.909066 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 0.404096 & 0.343409 & 0.313902 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 0.613627 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 0.664674 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.464965 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.886573 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.330013 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.820427 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.943561 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.213360 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.927671 \\ +493 & 1839 & 643 & 6 & 200619 & 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NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.892824 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.786266 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.702148 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.828997 \\ +37 & 1849 & 683 & 0 & 220319 & 0.886987 & NaN & 0.866248 & 0.919425 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.891753 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 0.940231 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 0.963650 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.825866 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.814313 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.970108 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.966363 \\ +137 & 1849 & 691 & 1 & 10319 & 0.931851 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.209769 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.219107 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 0.770776 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 0.929337 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 0.466751 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 0.534606 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.760064 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.919205 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 0.840581 \\ +223 & 1849 & 709 & 1 & 110319 & 0.886001 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 0.869354 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 0.818197 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 0.571541 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 0.822034 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 0.742676 & 0.802770 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & 0.712401 & 0.690063 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & 0.927626 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 0.514984 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 0.590981 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 0.906999 & 0.925171 & 0.927982 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 0.648226 & 0.626470 & 0.784991 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 0.828371 & 0.821051 & 0.881454 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 0.771781 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 0.916822 & NaN & 0.827824 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.872457 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 0.897003 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 0.884121 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 0.851679 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.894768 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.764535 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 0.707260 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 0.839517 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 0.906991 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 0.776370 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 0.835277 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 0.642746 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 0.555122 & NaN & 0.475536 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 0.864639 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.759166 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.473036 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 0.863716 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 0.710387 \\ +138 & 1849 & 745 & 2 & 10319 & 0.910936 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.285058 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 0.928291 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 0.921915 & 0.929347 & 0.929355 & 0.930450 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 0.948367 & NaN & 0.930329 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.263259 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.781939 \\ +231 & 1849 & 756 & 2 & 110319 & 0.886443 & 0.886394 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 0.847702 & 0.578545 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 0.889193 & 0.804866 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 0.705541 & 0.279334 & 0.611135 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.730217 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 0.788264 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 0.738764 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 0.592157 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 0.872038 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 0.914104 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 0.912071 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & 0.970399 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.699259 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.849288 \\ +141 & 1849 & 774 & 3 & 10319 & 0.561445 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 0.912475 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & 0.892526 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & 0.825464 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & 0.943704 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & 0.855867 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 0.889288 & 0.857708 & 0.831948 & 0.825134 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 0.550574 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 0.957987 & 0.949409 & 0.933699 \\ +233 & 1849 & 786 & 3 & 110319 & 0.908960 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 0.926724 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 0.889741 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 0.887549 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 0.908481 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 0.754073 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 0.913810 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.822809 \\ +40 & 1849 & 794 & 3 & 220319 & 0.867654 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 0.883179 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 0.961000 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.544231 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 0.936736 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 0.957381 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.575211 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.949452 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.767414 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 0.769870 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.872560 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.261919 \\ +271 & 1849 & 806 & 3 & 280219 & 0.779625 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 0.939261 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 0.928857 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 0.947291 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 0.912429 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 0.767822 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 0.692758 & NaN & 0.696735 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.816233 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.859821 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 0.765099 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.929765 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.919653 \\ +158 & 1849 & 820 & 4 & 60319 & 0.884809 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 0.976031 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.926650 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 0.945482 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 0.905047 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 0.560658 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 0.980962 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.477847 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.704349 \\ +44 & 1849 & 837 & 4 & 220319 & 0.376512 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 0.534466 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 0.783400 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 0.939056 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 0.689898 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.799374 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.583754 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.585043 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 0.906357 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 0.939605 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 0.918693 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 0.943956 & 0.957991 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 0.667006 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 0.960147 \\ +234 & 1849 & 857 & 5 & 110319 & 0.952713 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 0.892922 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 0.895130 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 0.948863 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 0.942304 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 0.929945 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.328082 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 0.897299 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 0.958330 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 0.936139 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 0.868716 & 0.644385 & 0.888962 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 0.975413 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 0.971975 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.657647 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.980152 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.965139 \\ +47 & 1849 & 874 & 5 & 220319 & 0.885094 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 0.933862 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 0.864480 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 0.891703 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 0.884198 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 0.980491 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.848222 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.968905 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.694108 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.922399 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 0.968610 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.931978 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.944690 \\ +274 & 1849 & 887 & 5 & 280219 & 0.951992 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 0.940219 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.881491 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 0.887156 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.964271 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 0.553352 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.903514 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.243790 \\ +275 & 1849 & 903 & 6 & 280219 & 0.610594 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.307615 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 0.930871 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 0.840037 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 0.926911 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 0.912743 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.590608 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.868974 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.731103 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.876548 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.906693 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.924301 \\ +148 & 1849 & 918 & 7 & 10319 & 0.923466 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 0.937536 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 0.885913 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 0.865325 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 0.952350 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 0.856228 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.756402 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.915940 \\ +221 & 1849 & 930 & 7 & 150319 & 0.927865 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 0.955148 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 0.716609 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 0.950043 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.419317 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 0.619252 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 0.967923 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 0.821098 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.929127 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.815990 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.698362 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_spatial_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_bs_spatial_average_rate.csv new file mode 100644 index 000000000..e2269419c --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_spatial_average_rate.csv @@ -0,0 +1,764 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +237,1833,0,0,20719,14.551459310557995,,9.199202144974118,8.886358829223209 +0,1833,1,0,260619,3.673688463669595,,1.8408546984778773,6.184156970989502 +15,1833,2,0,10719,0.4988906811365215,,, +16,1833,3,0,10719,4.495538558019354,4.675059760860163,, +17,1833,4,0,10719,2.375166397071472,2.004329321383117,, +501,1833,6,0,10719,,5.459588148716652,, +502,1833,7,0,10719,,3.3251755633262823,, +238,1833,8,0,20719,7.804815011944244,,, +239,1833,9,0,20719,1.2917671559816741,,, +240,1833,10,0,20719,14.519908704799207,12.680712886760444,12.24206495027309,13.803795755107613 +442,1833,12,0,20719,,23.3531475830828,, +443,1833,13,0,20719,,5.396455784441511,6.459835470981845,9.47740450938203 +444,1833,14,0,20719,,16.651782416840803,16.435864030935328, +589,1833,15,0,20719,,,0.20283447965370774, +590,1833,16,0,20719,,,1.1346421567783158, +591,1833,17,0,20719,,,0.10413502085863276, +688,1833,18,0,20719,,,,16.732909830179487 +781,1833,20,0,60619,,,,2.9785982756682663 +131,1833,21,0,120619,1.9821129027173816,1.6909088223196336,1.8952922554361973, +251,1833,23,0,200619,16.032000587074528,,, +457,1833,24,0,200619,,11.45488474857239,, +652,1833,26,0,200619,,,6.987099463390888,6.894638689360333 +717,1833,28,0,200619,,,,2.510153280601916 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+734,1849,856,5,60319,,,,40.85072310934653 +234,1849,857,5,110319,19.45328077587923,,, +235,1849,858,5,110319,19.3107713211033,,, +236,1849,859,5,110319,15.342791860240618,,, +291,1849,860,5,110319,,23.957801824511748,, +292,1849,861,5,110319,,23.62480559335364,, +217,1849,863,5,150319,14.14710192727199,,, +218,1849,864,5,150319,0.5457932767596466,,, +219,1849,865,5,150319,11.509760084618346,,, +220,1849,866,5,150319,19.376125345270644,,, +356,1849,867,5,150319,,12.42272732345867,, +357,1849,868,5,150319,,17.879894752796734,6.977562969821904,21.53843547957398 +358,1849,869,5,150319,,20.497570970302533,, +359,1849,870,5,150319,,10.084178144421788,, +574,1849,871,5,150319,,,6.923514782570336, +575,1849,872,5,150319,,,37.490208638143415, +746,1849,873,5,150319,,,,27.000903903508394 +47,1849,874,5,220319,9.596840296219657,,, +48,1849,875,5,220319,16.935808308564194,,, +49,1849,876,5,220319,11.452225048051119,,, +323,1849,877,5,220319,,12.578535822071142,, 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+377,1849,937,7,280219,,9.460702602990443,, +553,1849,938,7,280219,,,12.822256107236868, +554,1849,939,7,280219,,,12.468587775175829, +687,1849,940,7,280219,,,,5.8152229377167215 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_spatial_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_bs_spatial_average_rate.tex new file mode 100644 index 000000000..7e8fe9044 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_spatial_average_rate.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 14.551459 & NaN & 9.199202 & 8.886359 \\ +0 & 1833 & 1 & 0 & 260619 & 3.673688 & NaN & 1.840855 & 6.184157 \\ +15 & 1833 & 2 & 0 & 10719 & 0.498891 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 4.495539 & 4.675060 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 2.375166 & 2.004329 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 5.459588 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 3.325176 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 7.804815 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 1.291767 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 14.519909 & 12.680713 & 12.242065 & 13.803796 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 23.353148 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 5.396456 & 6.459835 & 9.477405 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 16.651782 & 16.435864 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.202834 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 1.134642 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.104135 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 16.732910 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 2.978598 \\ +131 & 1833 & 21 & 0 & 120619 & 1.982113 & 1.690909 & 1.895292 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 16.032001 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 11.454885 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 6.987099 & 6.894639 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 2.510153 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.385417 \\ +1 & 1833 & 30 & 0 & 260619 & 5.740953 & NaN & 5.206132 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 3.046329 & 3.527646 & 3.403807 & 2.687182 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 9.904025 & 6.238994 & 6.472384 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 6.912428 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 3.644629 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 2.463859 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 7.221141 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 4.053476 & 2.926898 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 6.502070 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 15.919478 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 9.638754 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 5.934518 & NaN & 16.963708 & 17.256086 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.256864 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 1.342858 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 4.916601 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 13.218905 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 7.044047 & NaN & 8.144660 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 15.901892 & 7.595328 & 12.420920 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 3.802677 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 20.450208 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 12.559095 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 18.427656 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 10.318467 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 17.670585 \\ +132 & 1833 & 72 & 1 & 120619 & 20.447744 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 23.539703 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 17.257253 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 19.651709 & 19.127405 \\ +3 & 1833 & 78 & 1 & 260619 & 17.225113 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 6.134350 & 5.181311 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 30.494282 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 24.376373 & 26.760803 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 4.668079 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 4.569749 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 2.164956 \\ +81 & 1833 & 87 & 1 & 290519 & 8.872136 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 2.584772 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 8.428077 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 5.631354 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 16.142286 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 16.433298 \\ +23 & 1833 & 96 & 2 & 10719 & 24.835599 & 16.870422 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.476285 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 26.797096 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.060729 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 1.623229 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 31.424594 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.437157 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 34.966735 \\ +50 & 1833 & 106 & 2 & 50619 & 3.068406 & 2.462695 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 18.875972 & NaN & 31.145968 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 2.749988 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 9.966034 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 16.063896 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 7.326060 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 6.185577 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 15.040955 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 18.955507 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 3.562336 & 3.179376 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.327422 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.151602 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 9.881357 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.086158 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.011506 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 6.934569 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 5.544998 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 2.572895 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 14.546732 & 13.240853 & 14.368019 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 2.170676 & NaN & 3.331333 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 5.386001 & NaN & 3.661410 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 7.533711 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 2.915215 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 6.043572 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 2.509077 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 11.948847 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 5.332778 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 2.150617 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 14.126039 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 3.995187 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 20.306845 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 16.033605 & 16.868411 \\ +5 & 1833 & 150 & 3 & 260619 & 14.442755 & 10.689558 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 6.768518 & 4.550125 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 13.786441 \\ +82 & 1833 & 156 & 3 & 290519 & 0.537859 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 3.067245 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 7.862957 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 11.992060 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 4.881424 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.776215 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 2.583216 & 1.890141 & 4.325149 & 2.424259 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 3.547051 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 12.619649 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 1.781563 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.146136 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 3.785312 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 9.961419 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 12.242817 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 2.816532 \\ +83 & 1833 & 178 & 4 & 290519 & 3.008649 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 9.193194 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 14.225003 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 5.947835 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 2.103320 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 5.814584 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 7.006419 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 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NaN \\ +54 & 1833 & 232 & 6 & 50619 & 16.676228 & 12.386396 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 12.298720 & 6.145018 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 4.278901 & 3.979443 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 9.404416 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 15.356436 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 4.305914 & 3.882118 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.870875 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 14.090482 \\ +8 & 1833 & 243 & 6 & 260619 & 8.035831 & 4.410588 & 7.290608 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 3.836806 & 6.013540 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.478694 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 3.940328 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 1.455830 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 12.918850 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 9.049186 \\ +256 & 1833 & 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& NaN & NaN & NaN \\ +312 & 1833 & 266 & 6 & 260619 & NaN & 6.797464 & NaN & NaN \\ +313 & 1833 & 267 & 6 & 260619 & NaN & 4.921728 & NaN & NaN \\ +314 & 1833 & 268 & 6 & 260619 & NaN & 4.756268 & NaN & NaN \\ +315 & 1833 & 269 & 6 & 260619 & NaN & 1.668148 & NaN & NaN \\ +649 & 1833 & 270 & 6 & 260619 & NaN & NaN & 9.334186 & NaN \\ +758 & 1833 & 271 & 6 & 260619 & NaN & NaN & NaN & 7.945305 \\ +759 & 1833 & 272 & 6 & 260619 & NaN & NaN & NaN & 10.639637 \\ +760 & 1833 & 273 & 6 & 260619 & NaN & NaN & NaN & 3.766541 \\ +761 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 2.911189 \\ +762 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 9.388614 \\ +88 & 1833 & 276 & 6 & 290519 & 4.580339 & NaN & NaN & NaN \\ +89 & 1833 & 277 & 6 & 290519 & 13.719062 & NaN & NaN & NaN \\ +90 & 1833 & 278 & 6 & 290519 & 4.949241 & NaN & NaN & NaN \\ +91 & 1833 & 279 & 6 & 290519 & 3.748486 & NaN & NaN & NaN \\ +92 & 1833 & 280 & 6 & 290519 & 0.620729 & NaN & NaN & NaN \\ +93 & 1833 & 281 & 6 & 290519 & 6.679375 & NaN & NaN & NaN \\ +94 & 1833 & 282 & 6 & 290519 & 0.886537 & NaN & NaN & NaN \\ +477 & 1833 & 283 & 6 & 290519 & NaN & 17.182419 & NaN & NaN \\ +559 & 1833 & 284 & 6 & 290519 & NaN & NaN & 6.314834 & NaN \\ +560 & 1833 & 285 & 6 & 290519 & NaN & NaN & 22.735735 & NaN \\ +561 & 1833 & 286 & 6 & 290519 & NaN & NaN & 6.755638 & NaN \\ +562 & 1833 & 287 & 6 & 290519 & NaN & NaN & 3.051486 & NaN \\ +563 & 1833 & 288 & 6 & 290519 & NaN & NaN & 1.831464 & NaN \\ +564 & 1833 & 289 & 6 & 290519 & NaN & NaN & 1.607543 & NaN \\ +771 & 1833 & 290 & 6 & 290519 & NaN & NaN & NaN & 15.222879 \\ +772 & 1833 & 291 & 6 & 290519 & NaN & NaN & NaN & 19.716974 \\ +773 & 1833 & 292 & 6 & 290519 & NaN & NaN & NaN & 10.442365 \\ +34 & 1833 & 293 & 7 & 10719 & 0.468405 & NaN & NaN & NaN \\ +35 & 1833 & 294 & 7 & 10719 & 8.513426 & 7.464263 & NaN & NaN \\ +36 & 1833 & 295 & 7 & 10719 & 11.015750 & NaN & NaN & NaN \\ +519 & 1833 & 296 & 7 & 10719 & NaN & 2.334094 & NaN & NaN \\ +520 & 1833 & 297 & 7 & 10719 & NaN & 1.028365 & NaN & NaN \\ +399 & 1833 & 298 & 7 & 50619 & NaN & 11.386326 & NaN & NaN \\ +792 & 1833 & 300 & 7 & 60619 & NaN & NaN & NaN & 16.034184 \\ +405 & 1833 & 301 & 7 & 120619 & NaN & 8.552743 & NaN & NaN \\ +583 & 1833 & 302 & 7 & 120619 & NaN & NaN & 2.253340 & NaN \\ +767 & 1833 & 303 & 7 & 120619 & NaN & NaN & NaN & 15.603499 \\ +260 & 1833 & 304 & 7 & 200619 & 8.870495 & 10.869166 & 12.987241 & 17.092565 \\ +466 & 1833 & 305 & 7 & 200619 & NaN & 0.463392 & NaN & NaN \\ +467 & 1833 & 306 & 7 & 200619 & NaN & NaN & NaN & NaN \\ +659 & 1833 & 307 & 7 & 200619 & NaN & NaN & 1.121210 & NaN \\ +12 & 1833 & 308 & 7 & 260619 & 13.820343 & NaN & NaN & NaN \\ +650 & 1833 & 309 & 7 & 260619 & NaN & NaN & 1.706755 & NaN \\ +651 & 1833 & 310 & 7 & 260619 & NaN & NaN & 0.104097 & NaN \\ +763 & 1833 & 311 & 7 & 260619 & NaN & NaN & NaN & 10.089884 \\ +95 & 1833 & 312 & 7 & 290519 & 2.099998 & NaN & NaN & NaN \\ +96 & 1833 & 313 & 7 & 290519 & 0.371428 & NaN & NaN & NaN \\ 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NaN & NaN \\ +187 & 1834 & 336 & 0 & 60319 & 1.464181 & NaN & NaN & NaN \\ +188 & 1834 & 337 & 0 & 60319 & 0.778998 & NaN & NaN & NaN \\ +189 & 1834 & 338 & 0 & 60319 & 3.705666 & NaN & NaN & NaN \\ +584 & 1834 & 339 & 0 & 60319 & NaN & NaN & 25.108285 & NaN \\ +106 & 1834 & 340 & 0 & 110319 & 1.061682 & NaN & NaN & NaN \\ +429 & 1834 & 341 & 0 & 110319 & NaN & 22.552017 & NaN & NaN \\ +197 & 1834 & 343 & 0 & 120319 & 17.900764 & 22.765106 & 20.953977 & 24.713074 \\ +527 & 1834 & 344 & 0 & 150319 & NaN & NaN & 18.910556 & NaN \\ +165 & 1834 & 345 & 0 & 220319 & 4.986752 & 16.802907 & 15.262530 & 19.362861 \\ +166 & 1834 & 346 & 0 & 220319 & 19.538550 & NaN & NaN & NaN \\ +119 & 1834 & 347 & 1 & 10319 & 13.679530 & NaN & NaN & NaN \\ +380 & 1834 & 348 & 1 & 10319 & NaN & 2.660392 & NaN & NaN \\ +622 & 1834 & 349 & 1 & 10319 & NaN & NaN & 0.412485 & NaN \\ +406 & 1834 & 350 & 1 & 60319 & NaN & 1.162550 & NaN & NaN \\ +198 & 1834 & 351 & 1 & 120319 & 1.649454 & NaN & NaN & NaN \\ +302 & 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60319 & NaN & 14.163648 & NaN & NaN \\ +414 & 1834 & 455 & 6 & 60319 & NaN & 7.993974 & 15.087768 & 16.122927 \\ +587 & 1834 & 456 & 6 & 60319 & NaN & NaN & 10.134115 & NaN \\ +750 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 16.414795 \\ +751 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & 24.711068 \\ +110 & 1834 & 459 & 6 & 110319 & 15.826725 & NaN & NaN & NaN \\ +111 & 1834 & 460 & 6 & 110319 & 22.253284 & NaN & NaN & NaN \\ +433 & 1834 & 461 & 6 & 110319 & NaN & 18.077458 & NaN & NaN \\ +434 & 1834 & 462 & 6 & 110319 & NaN & 20.835948 & NaN & NaN \\ +435 & 1834 & 464 & 6 & 110319 & NaN & 0.147929 & NaN & NaN \\ +436 & 1834 & 465 & 6 & 110319 & NaN & 0.343643 & NaN & NaN \\ +201 & 1834 & 472 & 6 & 120319 & 15.392126 & 20.539715 & 20.192703 & 17.990211 \\ +330 & 1834 & 473 & 6 & 150319 & NaN & 23.093481 & 34.417036 & 25.945477 \\ +331 & 1834 & 474 & 6 & 150319 & NaN & 18.419086 & NaN & NaN \\ +531 & 1834 & 475 & 6 & 150319 & NaN & NaN & 0.302386 & NaN \\ +532 & 1834 & 476 & 6 & 150319 & NaN & NaN & 15.478664 & NaN \\ +704 & 1834 & 477 & 6 & 150319 & NaN & NaN & NaN & 15.926131 \\ +174 & 1834 & 478 & 6 & 220319 & 8.675958 & NaN & NaN & NaN \\ +175 & 1834 & 479 & 6 & 220319 & 6.331409 & NaN & NaN & NaN \\ +176 & 1834 & 480 & 6 & 220319 & 0.279099 & NaN & NaN & NaN \\ +177 & 1834 & 481 & 6 & 220319 & 9.186292 & NaN & NaN & NaN \\ +293 & 1834 & 482 & 6 & 220319 & NaN & 2.588444 & NaN & NaN \\ +294 & 1834 & 483 & 6 & 220319 & NaN & 25.522317 & NaN & NaN \\ +295 & 1834 & 484 & 6 & 220319 & NaN & 7.261880 & NaN & NaN \\ +296 & 1834 & 485 & 6 & 220319 & NaN & 4.182623 & NaN & NaN \\ +297 & 1834 & 486 & 6 & 220319 & NaN & 8.531702 & NaN & NaN \\ +607 & 1834 & 487 & 6 & 220319 & NaN & NaN & 7.863999 & 7.516517 \\ +608 & 1834 & 488 & 6 & 220319 & NaN & NaN & 6.742213 & 6.238673 \\ +609 & 1834 & 489 & 6 & 220319 & NaN & NaN & 21.355577 & 22.465214 \\ +129 & 1834 & 490 & 7 & 10319 & 20.843604 & NaN & NaN & NaN \\ +130 & 1834 & 491 & 7 & 10319 & 21.931470 & NaN & NaN & NaN \\ +390 & 1834 & 492 & 7 & 10319 & NaN & 11.136773 & NaN & NaN \\ +391 & 1834 & 493 & 7 & 10319 & NaN & 12.574062 & NaN & NaN \\ +392 & 1834 & 494 & 7 & 10319 & NaN & 6.261197 & NaN & NaN \\ +393 & 1834 & 495 & 7 & 10319 & NaN & 12.471857 & NaN & NaN \\ +394 & 1834 & 496 & 7 & 10319 & NaN & 23.652412 & NaN & NaN \\ +631 & 1834 & 497 & 7 & 10319 & NaN & NaN & 18.978643 & 23.688906 \\ +632 & 1834 & 498 & 7 & 10319 & NaN & NaN & 19.358174 & NaN \\ +633 & 1834 & 499 & 7 & 10319 & NaN & NaN & 12.720518 & 15.978247 \\ +729 & 1834 & 500 & 7 & 10319 & NaN & NaN & NaN & 3.506127 \\ +730 & 1834 & 501 & 7 & 10319 & NaN & NaN & NaN & 12.546068 \\ +195 & 1834 & 502 & 7 & 60319 & 18.998752 & NaN & NaN & NaN \\ +196 & 1834 & 503 & 7 & 60319 & 16.104983 & NaN & NaN & NaN \\ +415 & 1834 & 504 & 7 & 60319 & NaN & 6.344975 & NaN & NaN \\ +416 & 1834 & 505 & 7 & 60319 & NaN & 16.310801 & 6.877100 & NaN \\ +417 & 1834 & 506 & 7 & 60319 & NaN & 17.273793 & 17.311195 & 17.543004 \\ +418 & 1834 & 507 & 7 & 60319 & NaN & 7.398684 & 9.354696 & 8.355792 \\ +419 & 1834 & 508 & 7 & 60319 & NaN & 8.344330 & 8.474724 & 5.487403 \\ +588 & 1834 & 509 & 7 & 60319 & NaN & NaN & 7.648307 & NaN \\ +752 & 1834 & 510 & 7 & 60319 & NaN & NaN & NaN & 18.197141 \\ +112 & 1834 & 511 & 7 & 110319 & 7.174679 & NaN & NaN & NaN \\ +113 & 1834 & 512 & 7 & 110319 & 2.918909 & 5.508524 & NaN & NaN \\ +114 & 1834 & 513 & 7 & 110319 & 0.296051 & NaN & NaN & NaN \\ +115 & 1834 & 514 & 7 & 110319 & 20.247402 & 22.233592 & NaN & NaN \\ +116 & 1834 & 515 & 7 & 110319 & 7.773648 & NaN & NaN & NaN \\ +437 & 1834 & 516 & 7 & 110319 & NaN & 0.128819 & NaN & NaN \\ +438 & 1834 & 517 & 7 & 110319 & NaN & 2.647760 & NaN & NaN \\ +439 & 1834 & 518 & 7 & 110319 & NaN & 16.498662 & NaN & NaN \\ +440 & 1834 & 519 & 7 & 110319 & NaN & 0.204966 & NaN & NaN \\ +441 & 1834 & 520 & 7 & 110319 & NaN & 0.159490 & NaN & NaN \\ +202 & 1834 & 527 & 7 & 120319 & 26.165877 & 23.535084 & 30.586077 & 28.127362 \\ +203 & 1834 & 528 & 7 & 120319 & 5.349850 & NaN & NaN & NaN \\ +306 & 1834 & 529 & 7 & 120319 & NaN & 0.333024 & 0.423598 & 0.195064 \\ +307 & 1834 & 530 & 7 & 120319 & NaN & 18.374348 & NaN & NaN \\ +61 & 1834 & 531 & 7 & 150319 & 7.187965 & NaN & NaN & NaN \\ +62 & 1834 & 532 & 7 & 150319 & 1.998961 & NaN & NaN & NaN \\ +63 & 1834 & 533 & 7 & 150319 & 0.887236 & NaN & 0.565655 & NaN \\ +64 & 1834 & 534 & 7 & 150319 & 2.193279 & NaN & 4.013551 & NaN \\ +65 & 1834 & 535 & 7 & 150319 & 15.887565 & NaN & NaN & NaN \\ +66 & 1834 & 536 & 7 & 150319 & 1.084106 & NaN & NaN & NaN \\ +332 & 1834 & 537 & 7 & 150319 & NaN & 18.324528 & NaN & NaN \\ +333 & 1834 & 538 & 7 & 150319 & NaN & 18.706779 & NaN & NaN \\ +334 & 1834 & 539 & 7 & 150319 & NaN & 0.771323 & NaN & NaN \\ +335 & 1834 & 540 & 7 & 150319 & NaN & 27.697753 & NaN & NaN \\ +336 & 1834 & 541 & 7 & 150319 & NaN & 4.743002 & NaN & NaN \\ +337 & 1834 & 542 & 7 & 150319 & NaN & 0.561307 & NaN & NaN \\ +533 & 1834 & 543 & 7 & 150319 & NaN & NaN & 19.417806 & NaN \\ +534 & 1834 & 544 & 7 & 150319 & NaN & NaN & 15.075229 & NaN \\ +535 & 1834 & 545 & 7 & 150319 & NaN & NaN & 18.165323 & NaN \\ +536 & 1834 & 546 & 7 & 150319 & NaN & NaN & 0.666417 & NaN \\ +537 & 1834 & 547 & 7 & 150319 & NaN & NaN & 0.748368 & NaN \\ +538 & 1834 & 548 & 7 & 150319 & NaN & NaN & 7.536308 & NaN \\ +539 & 1834 & 549 & 7 & 150319 & NaN & NaN & 4.679756 & NaN \\ +705 & 1834 & 550 & 7 & 150319 & NaN & NaN & NaN & 13.542084 \\ +706 & 1834 & 551 & 7 & 150319 & NaN & NaN & NaN & 14.987259 \\ +707 & 1834 & 552 & 7 & 150319 & NaN & NaN & NaN & 29.604893 \\ +708 & 1834 & 553 & 7 & 150319 & NaN & NaN & NaN & 26.230578 \\ +709 & 1834 & 554 & 7 & 150319 & NaN & NaN & NaN & 2.396511 \\ +178 & 1834 & 555 & 7 & 220319 & 25.379029 & NaN & NaN & NaN \\ +179 & 1834 & 556 & 7 & 220319 & 2.043249 & NaN & NaN & NaN \\ +180 & 1834 & 557 & 7 & 220319 & 1.371542 & NaN & NaN & NaN \\ +181 & 1834 & 558 & 7 & 220319 & 0.297070 & NaN & NaN & NaN \\ +182 & 1834 & 559 & 7 & 220319 & 30.497183 & NaN & NaN & NaN \\ +298 & 1834 & 560 & 7 & 220319 & NaN & 24.488151 & NaN & NaN \\ +299 & 1834 & 561 & 7 & 220319 & NaN & 5.385843 & 4.133306 & 2.610235 \\ +300 & 1834 & 562 & 7 & 220319 & NaN & 6.391306 & 6.869871 & NaN \\ +301 & 1834 & 563 & 7 & 220319 & NaN & 15.527847 & NaN & NaN \\ +610 & 1834 & 564 & 7 & 220319 & NaN & NaN & 22.391612 & NaN \\ +611 & 1834 & 565 & 7 & 220319 & NaN & NaN & 8.403163 & NaN \\ +714 & 1834 & 566 & 7 & 220319 & NaN & NaN & NaN & 32.632583 \\ +715 & 1834 & 567 & 7 & 220319 & NaN & NaN & NaN & 0.307407 \\ +716 & 1834 & 568 & 7 & 220319 & NaN & NaN & NaN & 0.395063 \\ +478 & 1839 & 569 & 0 & 120619 & NaN & 0.802190 & NaN & NaN \\ +69 & 1839 & 572 & 0 & 290519 & 3.691426 & NaN & NaN & NaN \\ +338 & 1839 & 574 & 0 & 290519 & NaN & 2.284097 & NaN & NaN \\ +634 & 1839 & 576 & 1 & 120619 & NaN & NaN & 3.501499 & 4.090641 \\ +487 & 1839 & 579 & 1 & 200619 & NaN & 0.280502 & NaN & NaN \\ +70 & 1839 & 580 & 1 & 290519 & 7.433384 & NaN & NaN & NaN \\ +635 & 1839 & 581 & 2 & 120619 & NaN & NaN & 8.810274 & NaN \\ +636 & 1839 & 582 & 3 & 120619 & NaN & NaN & 0.855240 & NaN \\ +660 & 1839 & 583 & 3 & 120619 & NaN & NaN & NaN & 0.316898 \\ +101 & 1839 & 584 & 3 & 200619 & 3.934114 & NaN & NaN & NaN \\ +488 & 1839 & 585 & 3 & 200619 & NaN & 0.558116 & NaN & NaN \\ +204 & 1839 & 586 & 4 & 60619 & 8.569574 & NaN & NaN & NaN \\ +282 & 1839 & 587 & 4 & 60619 & NaN & 15.982504 & NaN & NaN \\ +566 & 1839 & 588 & 4 & 60619 & NaN & NaN & 3.581609 & NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 3.662389 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 32.605730 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 17.651390 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 4.311873 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 10.493479 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 14.784192 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 8.006799 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 9.279762 \\ +102 & 1839 & 597 & 4 & 200619 & 13.080378 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 5.289508 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 5.589615 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 1.624702 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 1.366893 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 22.933264 & 37.316649 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 9.397266 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 12.240570 & NaN & 9.138466 \\ +567 & 1839 & 607 & 5 & 60619 & NaN & NaN & 7.196079 & NaN \\ +778 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 2.524994 \\ +67 & 1839 & 609 & 5 & 120619 & 12.279401 & NaN & NaN & NaN \\ +480 & 1839 & 610 & 5 & 120619 & NaN & 4.857393 & NaN & NaN \\ +481 & 1839 & 611 & 5 & 120619 & NaN & 24.358073 & NaN & NaN \\ +639 & 1839 & 612 & 5 & 120619 & NaN & NaN & 17.025782 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 11.136606 & NaN & NaN & NaN \\ +492 & 1839 & 614 & 5 & 200619 & NaN & 7.086360 & NaN & NaN \\ +73 & 1839 & 615 & 5 & 290519 & 18.153659 & NaN & NaN & NaN \\ +74 & 1839 & 616 & 5 & 290519 & 9.993227 & NaN & NaN & NaN \\ +340 & 1839 & 617 & 5 & 290519 & NaN & 24.395633 & NaN & NaN \\ +341 & 1839 & 618 & 5 & 290519 & NaN & 1.058020 & NaN & NaN \\ +342 & 1839 & 619 & 5 & 290519 & NaN & 2.792308 & NaN & NaN \\ +343 & 1839 & 620 & 5 & 290519 & NaN & 8.286910 & NaN & NaN \\ +284 & 1839 & 623 & 6 & 60619 & NaN & 13.729359 & NaN & NaN \\ +779 & 1839 & 626 & 6 & 60619 & NaN & NaN & NaN & 4.376908 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 4.231049 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & 1.359200 & 2.506278 & 2.201449 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & 1.795351 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & 1.223543 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & 0.185008 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 9.242102 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & 0.168951 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 5.910104 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 12.762300 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & 0.291961 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 8.777132 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.425020 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 9.119905 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 3.543738 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 4.237369 & NaN & NaN \\ +497 & 1839 & 650 & 6 & 200619 & NaN & 0.958711 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 17.667824 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 11.327859 & NaN & NaN & NaN \\ +344 & 1839 & 653 & 6 & 290519 & NaN & 22.955222 & NaN & NaN \\ +345 & 1839 & 654 & 6 & 290519 & NaN & 11.675846 & NaN & NaN \\ +205 & 1839 & 655 & 7 & 60619 & 8.379110 & 14.890230 & NaN & 9.408469 \\ +568 & 1839 & 656 & 7 & 60619 & NaN & NaN & 2.860218 & 2.160053 \\ +346 & 1839 & 657 & 7 & 290519 & NaN & 8.202262 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 10.779776 & NaN & NaN & NaN \\ +642 & 1839 & 659 & 7 & 120619 & NaN & NaN & 5.452195 & 3.878968 \\ +670 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 3.200716 \\ +104 & 1839 & 661 & 7 & 200619 & 9.032690 & NaN & NaN & NaN \\ +498 & 1839 & 662 & 7 & 200619 & NaN & 1.373465 & NaN & NaN \\ +499 & 1839 & 663 & 7 & 200619 & NaN & 16.672133 & NaN & NaN \\ +500 & 1839 & 664 & 7 & 200619 & NaN & 5.946227 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 0.496733 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 9.301335 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 3.424032 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 4.774078 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 9.841429 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 3.076089 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 0.978543 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 1.489931 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 7.775560 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 19.375413 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 25.245400 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 11.684119 & 11.726908 & 16.412321 & 12.534337 \\ +207 & 1849 & 678 & 0 & 150319 & 22.434991 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 14.925053 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 10.469513 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 3.176666 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 13.734104 \\ +37 & 1849 & 683 & 0 & 220319 & 24.952958 & NaN & 24.073996 & 30.656019 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 17.572282 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 16.055976 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 18.910871 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 10.060471 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 8.544465 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 22.480735 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 19.413957 \\ +137 & 1849 & 691 & 1 & 10319 & 15.947131 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & 0.527410 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & 0.704705 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 3.077257 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 16.964896 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & 3.181077 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & 12.054315 & NaN \\ +523 & 1849 & 706 & 1 & 60319 & NaN & NaN & 2.139881 & NaN \\ +524 & 1849 & 707 & 1 & 60319 & NaN & NaN & 15.884605 & NaN \\ +731 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & 34.452028 \\ +223 & 1849 & 709 & 1 & 110319 & 3.693513 & NaN & NaN & NaN \\ +224 & 1849 & 710 & 1 & 110319 & 3.939870 & NaN & NaN & NaN \\ +225 & 1849 & 711 & 1 & 110319 & 4.591683 & NaN & NaN & NaN \\ +226 & 1849 & 712 & 1 & 110319 & 2.874653 & NaN & NaN & NaN \\ +227 & 1849 & 713 & 1 & 110319 & 2.459947 & NaN & NaN & NaN \\ +228 & 1849 & 714 & 1 & 110319 & 6.053608 & 11.543369 & NaN & NaN \\ +229 & 1849 & 715 & 1 & 110319 & 2.622889 & 2.720411 & NaN & NaN \\ +286 & 1849 & 716 & 1 & 110319 & NaN & 9.981944 & NaN & NaN \\ +287 & 1849 & 717 & 1 & 110319 & NaN & 0.338564 & NaN & NaN \\ +288 & 1849 & 718 & 1 & 110319 & NaN & 2.916708 & NaN & NaN \\ +208 & 1849 & 720 & 1 & 150319 & 10.880407 & 12.431987 & 13.509013 & NaN \\ +209 & 1849 & 721 & 1 & 150319 & 1.693322 & 3.254579 & 2.364534 & NaN \\ +210 & 1849 & 722 & 1 & 150319 & 11.562850 & 15.116601 & 14.018785 & NaN \\ +571 & 1849 & 723 & 1 & 150319 & NaN & NaN & 16.999484 & NaN \\ +361 & 1849 & 724 & 1 & 280219 & NaN & 17.444822 & NaN & 11.582628 \\ +741 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 18.781044 \\ +742 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 11.237654 & NaN & NaN & NaN \\ +317 & 1849 & 728 & 1 & 220319 & NaN & 12.649469 & NaN & NaN \\ +318 & 1849 & 729 & 1 & 220319 & NaN & 7.537142 & NaN & NaN \\ +612 & 1849 & 731 & 1 & 220319 & NaN & NaN & 14.159380 & NaN \\ +613 & 1849 & 732 & 1 & 220319 & NaN & NaN & 8.270223 & NaN \\ +614 & 1849 & 733 & 1 & 220319 & NaN & NaN & 5.075312 & NaN \\ +262 & 1849 & 734 & 1 & 280219 & 6.286883 & NaN & NaN & NaN \\ +263 & 1849 & 735 & 1 & 280219 & 21.724913 & NaN & NaN & NaN \\ +264 & 1849 & 736 & 1 & 280219 & 4.915512 & NaN & NaN & NaN \\ +265 & 1849 & 737 & 1 & 280219 & 8.682691 & NaN & NaN & NaN \\ +266 & 1849 & 738 & 1 & 280219 & 3.946597 & NaN & NaN & NaN \\ +362 & 1849 & 739 & 1 & 280219 & NaN & 2.070039 & NaN & 1.621417 \\ +363 & 1849 & 740 & 1 & 280219 & NaN & 16.716746 & NaN & NaN \\ +542 & 1849 & 741 & 1 & 280219 & NaN & NaN & 4.803764 & NaN \\ +543 & 1849 & 742 & 1 & 280219 & NaN & NaN & 1.737293 & NaN \\ +678 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & 4.563082 \\ +679 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & 1.737953 \\ +138 & 1849 & 745 & 2 & 10319 & 12.172125 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & 0.144817 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 17.263126 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 16.006187 & 22.792941 & 20.656673 & 25.241216 \\ +420 & 1849 & 752 & 2 & 60319 & NaN & 24.133860 & NaN & 15.363973 \\ +525 & 1849 & 754 & 2 & 60319 & NaN & NaN & 0.823512 & NaN \\ +732 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 6.597425 \\ +231 & 1849 & 756 & 2 & 110319 & 7.499472 & 10.170097 & NaN & NaN \\ +232 & 1849 & 757 & 2 & 110319 & 4.344018 & 2.865430 & NaN & NaN \\ +212 & 1849 & 758 & 2 & 150319 & 11.600165 & 10.818679 & NaN & NaN \\ +352 & 1849 & 760 & 2 & 150319 & NaN & 3.751563 & 0.715645 & 4.166080 \\ +743 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 4.006658 \\ +319 & 1849 & 763 & 2 & 220319 & NaN & 1.244709 & NaN & NaN \\ +267 & 1849 & 764 & 2 & 280219 & 4.076105 & NaN & NaN & NaN \\ +268 & 1849 & 766 & 2 & 280219 & 0.385144 & NaN & NaN & NaN \\ +269 & 1849 & 767 & 2 & 280219 & 12.218664 & NaN & NaN & NaN \\ +270 & 1849 & 768 & 2 & 280219 & 4.238188 & NaN & NaN & NaN \\ +364 & 1849 & 769 & 2 & 280219 & NaN & 22.482082 & NaN & NaN \\ +365 & 1849 & 770 & 2 & 280219 & NaN & 27.450729 & NaN & NaN \\ +544 & 1849 & 771 & 2 & 280219 & NaN & NaN & 1.000016 & NaN \\ +680 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 27.630387 \\ +141 & 1849 & 774 & 3 & 10319 & 0.490000 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 18.012593 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & 27.522408 & NaN & NaN & NaN \\ +154 & 1849 & 780 & 3 & 60319 & 6.713775 & NaN & NaN & NaN \\ +155 & 1849 & 781 & 3 & 60319 & 9.089343 & NaN & NaN & NaN \\ +156 & 1849 & 782 & 3 & 60319 & 10.083280 & NaN & NaN & NaN \\ +157 & 1849 & 783 & 3 & 60319 & 22.410394 & 28.121517 & 20.395840 & 20.173156 \\ +421 & 1849 & 784 & 3 & 60319 & NaN & 1.097586 & NaN & NaN \\ +422 & 1849 & 785 & 3 & 60319 & NaN & 23.775157 & 16.406612 & 19.289119 \\ +233 & 1849 & 786 & 3 & 110319 & 20.637971 & NaN & NaN & NaN \\ +289 & 1849 & 787 & 3 & 110319 & NaN & 26.493511 & NaN & NaN \\ +213 & 1849 & 788 & 3 & 150319 & 12.816223 & NaN & NaN & NaN \\ +214 & 1849 & 789 & 3 & 150319 & 8.287487 & NaN & NaN & NaN \\ +353 & 1849 & 790 & 3 & 150319 & NaN & 18.313593 & NaN & NaN \\ +354 & 1849 & 791 & 3 & 150319 & NaN & 4.738573 & NaN & NaN \\ +572 & 1849 & 792 & 3 & 150319 & NaN & NaN & 17.966484 & NaN \\ +744 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 13.432803 \\ +40 & 1849 & 794 & 3 & 220319 & 8.233197 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 9.161433 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 22.930628 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.649090 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 16.605978 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 13.620572 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 2.106770 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 20.144394 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & 14.028211 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & 10.209261 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 26.525266 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.433388 \\ +271 & 1849 & 806 & 3 & 280219 & 4.020685 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 13.691495 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 19.787382 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 17.485655 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 16.935005 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 6.323200 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 & NaN & 5.613112 & NaN & 6.284644 \\ +545 & 1849 & 814 & 3 & 280219 & NaN & NaN & 8.063286 & NaN \\ +546 & 1849 & 815 & 3 & 280219 & NaN & NaN & 11.153598 & NaN \\ +681 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & 6.388702 \\ +682 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 19.488241 \\ +683 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 16.429092 \\ +158 & 1849 & 820 & 4 & 60319 & 15.552802 & NaN & NaN & NaN \\ +423 & 1849 & 822 & 4 & 60319 & NaN & 30.374720 & NaN & NaN \\ +733 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 22.298834 \\ +290 & 1849 & 825 & 4 & 110319 & NaN & 26.399646 & NaN & NaN \\ +215 & 1849 & 828 & 4 & 150319 & 10.028617 & NaN & NaN & NaN \\ +216 & 1849 & 829 & 4 & 150319 & 4.365876 & NaN & NaN & NaN \\ +355 & 1849 & 832 & 4 & 150319 & NaN & 17.740353 & NaN & NaN \\ +573 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.542320 & NaN \\ +745 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 3.745342 \\ +44 & 1849 & 837 & 4 & 220319 & 0.553285 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 1.026605 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 7.354876 & NaN & NaN & NaN \\ +322 & 1849 & 840 & 4 & 220319 & NaN & 14.092063 & NaN & NaN \\ +370 & 1849 & 843 & 4 & 280219 & NaN & 1.378296 & NaN & NaN \\ +547 & 1849 & 845 & 4 & 280219 & NaN & NaN & 6.598801 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.483660 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.344469 & NaN & NaN & NaN \\ +159 & 1849 & 851 & 5 & 60319 & 23.669931 & NaN & NaN & NaN \\ +160 & 1849 & 852 & 5 & 60319 & 21.822528 & NaN & NaN & NaN \\ +161 & 1849 & 853 & 5 & 60319 & 14.185911 & NaN & NaN & NaN \\ +424 & 1849 & 854 & 5 & 60319 & NaN & 28.879236 & 33.753976 & NaN \\ +425 & 1849 & 855 & 5 & 60319 & NaN & 1.336422 & NaN & NaN \\ +734 & 1849 & 856 & 5 & 60319 & NaN & NaN & NaN & 40.850723 \\ +234 & 1849 & 857 & 5 & 110319 & 19.453281 & NaN & NaN & NaN \\ +235 & 1849 & 858 & 5 & 110319 & 19.310771 & NaN & NaN & NaN \\ +236 & 1849 & 859 & 5 & 110319 & 15.342792 & NaN & NaN & NaN \\ +291 & 1849 & 860 & 5 & 110319 & NaN & 23.957802 & NaN & NaN \\ +292 & 1849 & 861 & 5 & 110319 & NaN & 23.624806 & NaN & NaN \\ +217 & 1849 & 863 & 5 & 150319 & 14.147102 & NaN & NaN & NaN \\ +218 & 1849 & 864 & 5 & 150319 & 0.545793 & NaN & NaN & NaN \\ +219 & 1849 & 865 & 5 & 150319 & 11.509760 & NaN & NaN & NaN \\ +220 & 1849 & 866 & 5 & 150319 & 19.376125 & NaN & NaN & NaN \\ +356 & 1849 & 867 & 5 & 150319 & NaN & 12.422727 & NaN & NaN \\ +357 & 1849 & 868 & 5 & 150319 & NaN & 17.879895 & 6.977563 & 21.538435 \\ +358 & 1849 & 869 & 5 & 150319 & NaN & 20.497571 & NaN & NaN \\ +359 & 1849 & 870 & 5 & 150319 & NaN & 10.084178 & NaN & NaN \\ +574 & 1849 & 871 & 5 & 150319 & NaN & NaN & 6.923515 & NaN \\ +575 & 1849 & 872 & 5 & 150319 & NaN & NaN & 37.490209 & NaN \\ +746 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 27.000904 \\ +47 & 1849 & 874 & 5 & 220319 & 9.596840 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 16.935808 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 11.452225 & NaN & NaN & NaN \\ +323 & 1849 & 877 & 5 & 220319 & NaN & 12.578536 & NaN & NaN \\ +324 & 1849 & 878 & 5 & 220319 & NaN & 18.573928 & NaN & NaN \\ +325 & 1849 & 879 & 5 & 220319 & NaN & 24.840780 & NaN & NaN \\ +618 & 1849 & 880 & 5 & 220319 & NaN & NaN & 17.869808 & NaN \\ +619 & 1849 & 881 & 5 & 220319 & NaN & NaN & 34.114747 & NaN \\ +620 & 1849 & 882 & 5 & 220319 & NaN & NaN & 10.462665 & NaN \\ +797 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 18.794454 \\ +798 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & 24.717170 \\ +799 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 30.372150 \\ +800 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 32.165978 \\ +274 & 1849 & 887 & 5 & 280219 & 17.199551 & NaN & NaN & NaN \\ +371 & 1849 & 888 & 5 & 280219 & NaN & 24.387615 & NaN & NaN \\ +548 & 1849 & 889 & 5 & 280219 & NaN & NaN & 17.439048 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 17.262552 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 29.913521 & NaN & NaN & NaN \\ +162 & 1849 & 900 & 6 & 60319 & 2.601613 & NaN & NaN & NaN \\ +735 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 9.808343 \\ +736 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & 0.864060 \\ +275 & 1849 & 903 & 6 & 280219 & 7.604632 & NaN & NaN & NaN \\ +276 & 1849 & 904 & 6 & 280219 & 0.518155 & NaN & NaN & NaN \\ +277 & 1849 & 905 & 6 & 280219 & 19.544642 & NaN & NaN & NaN \\ +278 & 1849 & 906 & 6 & 280219 & 18.782726 & NaN & NaN & NaN \\ +372 & 1849 & 909 & 6 & 280219 & NaN & 32.793454 & NaN & NaN \\ +373 & 1849 & 910 & 6 & 280219 & NaN & 23.918646 & NaN & NaN \\ +549 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.563177 & NaN \\ +550 & 1849 & 913 & 6 & 280219 & NaN & NaN & 12.510735 & NaN \\ +551 & 1849 & 914 & 6 & 280219 & NaN & NaN & 5.091998 & NaN \\ +552 & 1849 & 915 & 6 & 280219 & NaN & NaN & 24.209047 & NaN \\ +684 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 14.641379 \\ +685 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 26.634109 \\ +148 & 1849 & 918 & 7 & 10319 & 21.609320 & NaN & NaN & NaN \\ +163 & 1849 & 922 & 7 & 60319 & 22.267228 & NaN & NaN & NaN \\ +164 & 1849 & 923 & 7 & 60319 & 11.774567 & NaN & NaN & NaN \\ +426 & 1849 & 924 & 7 & 60319 & NaN & 11.041031 & NaN & NaN \\ +427 & 1849 & 925 & 7 & 60319 & NaN & 23.744856 & NaN & NaN \\ +428 & 1849 & 926 & 7 & 60319 & NaN & 3.557484 & NaN & NaN \\ +526 & 1849 & 928 & 7 & 60319 & NaN & NaN & 8.883066 & NaN \\ +737 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 23.601561 \\ +221 & 1849 & 930 & 7 & 150319 & 6.004998 & NaN & NaN & NaN \\ +279 & 1849 & 931 & 7 & 280219 & 18.190263 & NaN & NaN & NaN \\ +280 & 1849 & 932 & 7 & 280219 & 5.715207 & NaN & NaN & NaN \\ +281 & 1849 & 933 & 7 & 280219 & 10.683477 & NaN & NaN & NaN \\ +374 & 1849 & 934 & 7 & 280219 & NaN & 0.129122 & NaN & NaN \\ +375 & 1849 & 935 & 7 & 280219 & NaN & 2.668385 & NaN & NaN \\ +376 & 1849 & 936 & 7 & 280219 & NaN & 16.745369 & NaN & NaN \\ +377 & 1849 & 937 & 7 & 280219 & NaN & 9.460703 & NaN & NaN \\ +553 & 1849 & 938 & 7 & 280219 & NaN & NaN & 12.822256 & NaN \\ +554 & 1849 & 939 & 7 & 280219 & NaN & NaN & 12.468588 & NaN \\ +687 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 5.815223 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_bs_specificity.csv b/actions/comparisons-allcells/data/statistics/values_bs_specificity.csv new file mode 100644 index 000000000..6e5890835 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_specificity.csv @@ 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+48,1849,875,5,220319,0.15478254256969548,,, +49,1849,876,5,220319,0.1998252363747577,,, +323,1849,877,5,220319,,0.17345759495897545,, +324,1849,878,5,220319,,0.18507375734141682,, +325,1849,879,5,220319,,0.07119391034087774,, +618,1849,880,5,220319,,,0.20138466814115386, +619,1849,881,5,220319,,,0.09609787046445731, +620,1849,882,5,220319,,,0.310680735509974, +797,1849,883,5,220319,,,,0.12150973410421824 +798,1849,884,5,220319,,,,0.07628370769849005 +799,1849,885,5,220319,,,,0.09537990471586681 +800,1849,886,5,220319,,,,0.10860459987774358 +274,1849,887,5,280219,0.11133101215840052,,, +371,1849,888,5,280219,,0.13553004834366655,, +548,1849,889,5,280219,,,0.18858585587932714, +146,1849,892,6,10319,0.19486951972317063,,, +147,1849,894,6,10319,0.09103239548219054,,, +162,1849,900,6,60319,0.4130387497282674,,, +735,1849,901,6,60319,,,,0.17923154743470748 +736,1849,902,6,60319,,,,0.6849109507049612 +275,1849,903,6,280219,0.45535098625931025,,, +276,1849,904,6,280219,0.6196321644345206,,, +277,1849,905,6,280219,0.10889267944518179,,, +278,1849,906,6,280219,0.26360620039686267,,, +372,1849,909,6,280219,,0.09164272515115268,, +373,1849,910,6,280219,,0.15352714164439712,, +549,1849,912,6,280219,,,0.458813805068906, +550,1849,913,6,280219,,,0.14490345780509398, +551,1849,914,6,280219,,,0.22155766358692885, +552,1849,915,6,280219,,,0.12141022213462237, +684,1849,916,6,280219,,,,0.12916556066953613 +685,1849,917,6,280219,,,,0.11684485672667524 +148,1849,918,7,10319,0.16161918679467607,,, +163,1849,922,7,60319,0.12560665133939602,,, +164,1849,923,7,60319,0.22195299485987371,,, +426,1849,924,7,60319,,0.20848011821004106,, +427,1849,925,7,60319,,0.10502506197581153,, +428,1849,926,7,60319,,0.17715009064108375,, +526,1849,928,7,60319,,,0.31558236258721056, +737,1849,929,7,60319,,,,0.13152415888558752 +221,1849,930,7,150319,0.13458877752793652,,, +279,1849,931,7,280219,0.10208559081142256,,, +280,1849,932,7,280219,0.32330812107726037,,, +281,1849,933,7,280219,0.11688011822938732,,, +374,1849,934,7,280219,,0.7443411144910231,, +375,1849,935,7,280219,,0.45511362744700556,, +376,1849,936,7,280219,,0.09977372615287554,, +377,1849,937,7,280219,,0.24407145230249716,, +553,1849,938,7,280219,,,0.14814774343947848, +554,1849,939,7,280219,,,0.2907581922541325, +687,1849,940,7,280219,,,,0.3709539017294482 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_specificity.tex b/actions/comparisons-allcells/data/statistics/values_bs_specificity.tex new file mode 100644 index 000000000..2d1b4461b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_specificity.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.344671 & NaN & 0.341908 & 0.382861 \\ +0 & 1833 & 1 & 0 & 260619 & 0.308535 & NaN & 0.331038 & 0.224700 \\ +15 & 1833 & 2 & 0 & 10719 & 0.778085 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.609721 & 0.350561 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.321327 & 0.469433 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.498917 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.542117 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.422939 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & 0.372503 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.207633 & 0.179457 & 0.211113 & 0.175377 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.142799 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & 0.348233 & 0.406568 & 0.302987 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.198885 & 0.232900 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.611642 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.326901 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.863027 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.208830 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.106500 \\ +131 & 1833 & 21 & 0 & 120619 & 0.391285 & 0.421869 & 0.426492 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.211944 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.213897 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.408887 & 0.332798 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.233124 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.606637 \\ +1 & 1833 & 30 & 0 & 260619 & 0.424173 & NaN & 0.518109 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.810873 & 0.706182 & 0.812624 & 0.866625 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.380816 & 0.503640 & 0.484546 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.226337 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.430585 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.719967 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.474772 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.781733 & 0.751637 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.191381 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.320624 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.323096 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.398173 & NaN & 0.229674 & 0.225500 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & 0.723960 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & 0.478977 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.613965 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.269271 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.533352 & NaN & 0.502382 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.527161 & 0.456729 & 0.520638 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.732983 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.157620 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.314046 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.151025 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.508588 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.139693 \\ +132 & 1833 & 72 & 1 & 120619 & 0.144586 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.135466 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.168254 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.148479 & 0.143186 \\ +3 & 1833 & 78 & 1 & 260619 & 0.324125 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.387184 & 0.354404 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.162052 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.241127 & 0.196363 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.553549 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.259275 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.572807 \\ +81 & 1833 & 87 & 1 & 290519 & 0.384412 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & 0.401110 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.371469 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.531781 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.109459 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.137509 \\ +23 & 1833 & 96 & 2 & 10719 & 0.231466 & 0.193559 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.410499 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.159395 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.921882 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 0.425656 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.157565 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.529332 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.135858 \\ +50 & 1833 & 106 & 2 & 50619 & 0.831934 & 0.777943 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.151447 & NaN & 0.179435 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 0.329424 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 0.190869 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 0.177238 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.381139 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.532902 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.258124 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.251694 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.855457 & 0.710585 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.335630 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.637509 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.165331 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.937170 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 1.801063 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 0.201490 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.439554 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.533601 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.436340 & 0.368679 & 0.371889 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.405980 & NaN & 0.378480 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.763878 & NaN & 0.750048 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.262382 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.704446 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.465890 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.643678 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.406331 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.445826 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.723236 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.171734 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.394706 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.160911 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.252210 & 0.193141 \\ +5 & 1833 & 150 & 3 & 260619 & 0.280234 & 0.276538 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.331240 & 0.366308 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.165017 \\ +82 & 1833 & 156 & 3 & 290519 & 0.600889 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 0.483814 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 0.210416 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 0.359716 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.287659 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & 0.489784 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 1.025405 & 0.840958 & 0.906828 & 0.860573 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & 0.351433 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.184136 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.379151 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.972408 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 0.841868 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 0.277814 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.472777 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.415828 \\ +83 & 1833 & 178 & 4 & 290519 & 0.485289 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.277214 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.151493 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.327536 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 0.691941 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 0.452531 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & 0.397348 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 0.175209 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 0.084055 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 0.479016 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.542702 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.077691 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.405791 & 0.316241 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.073841 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.560539 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 0.572633 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.404907 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.310822 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 0.353569 & 0.367026 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.988312 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.495765 \\ +85 & 1833 & 212 & 5 & 290519 & 0.457252 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.606347 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.351491 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.186555 & 0.268260 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.369789 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.451970 \\ +30 & 1833 & 219 & 6 & 10719 & 0.254279 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 0.383273 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 0.240802 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & 0.692070 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 0.185698 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 0.093953 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 0.071490 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.151585 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.117652 & 0.090328 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.140139 \\ +52 & 1833 & 230 & 6 & 50619 & 0.579497 & 0.574567 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 0.363912 & 0.342388 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 0.318539 & 0.260240 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 0.483154 & 0.455016 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.849976 & 0.713086 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 0.211150 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 0.124187 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.657849 & 0.572821 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.528468 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.178147 \\ +8 & 1833 & 243 & 6 & 260619 & 0.509876 & 0.407797 & 0.428068 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 0.739487 & 0.693313 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.619655 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.404568 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.520801 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.242226 \\ +766 & 1833 & 249 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b/actions/comparisons-allcells/data/statistics/values_bs_speed_score.tex new file mode 100644 index 000000000..ed1429472 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_speed_score.tex @@ -0,0 +1,769 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +237 & 1833 & 0 & 0 & 20719 & 0.181925 & NaN & 0.195529 & 0.163549 \\ +0 & 1833 & 1 & 0 & 260619 & 0.189824 & NaN & 0.065421 & 0.124002 \\ +15 & 1833 & 2 & 0 & 10719 & 0.046562 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.037306 & 0.024671 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.176039 & 0.053318 & NaN & NaN \\ +501 & 1833 & 6 & 0 & 10719 & NaN & 0.187610 & NaN & NaN \\ +502 & 1833 & 7 & 0 & 10719 & NaN & 0.115316 & NaN & NaN \\ +238 & 1833 & 8 & 0 & 20719 & 0.073897 & NaN & NaN & NaN \\ +239 & 1833 & 9 & 0 & 20719 & -0.014780 & NaN & NaN & NaN \\ +240 & 1833 & 10 & 0 & 20719 & 0.099719 & 0.037401 & 0.194192 & 0.032721 \\ +442 & 1833 & 12 & 0 & 20719 & NaN & 0.085861 & NaN & NaN \\ +443 & 1833 & 13 & 0 & 20719 & NaN & -0.009505 & 0.079646 & 0.080755 \\ +444 & 1833 & 14 & 0 & 20719 & NaN & 0.083756 & 0.224282 & NaN \\ +589 & 1833 & 15 & 0 & 20719 & NaN & NaN & 0.048131 & NaN \\ +590 & 1833 & 16 & 0 & 20719 & NaN & NaN & 0.136967 & NaN \\ +591 & 1833 & 17 & 0 & 20719 & NaN & NaN & 0.077944 & NaN \\ +688 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & 0.038184 \\ +781 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.041812 \\ +131 & 1833 & 21 & 0 & 120619 & 0.028135 & 0.085638 & 0.048943 & NaN \\ +251 & 1833 & 23 & 0 & 200619 & 0.231129 & NaN & NaN & NaN \\ +457 & 1833 & 24 & 0 & 200619 & NaN & 0.164626 & NaN & NaN \\ +652 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.066915 & 0.095119 \\ +717 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & 0.180565 \\ +718 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & -0.005888 \\ +1 & 1833 & 30 & 0 & 260619 & 0.171024 & NaN & 0.182215 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.108026 & 0.104796 & 0.076643 & 0.050369 \\ +308 & 1833 & 35 & 0 & 260619 & NaN & 0.118620 & 0.129496 & 0.048501 \\ +643 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.207896 & NaN \\ +468 & 1833 & 41 & 0 & 290519 & NaN & 0.051880 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.139854 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.086362 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.021849 & 0.112789 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.312866 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.252964 & NaN & NaN & NaN \\ +445 & 1833 & 50 & 1 & 20719 & NaN & 0.095752 & NaN & NaN \\ +252 & 1833 & 51 & 1 & 200619 & 0.082687 & NaN & 0.226549 & 0.180991 \\ +505 & 1833 & 53 & 1 & 10719 & NaN & -0.022132 & NaN & NaN \\ +506 & 1833 & 54 & 1 & 10719 & NaN & -0.019001 & NaN & NaN \\ +507 & 1833 & 55 & 1 & 10719 & NaN & 0.058707 & NaN & NaN \\ +241 & 1833 & 56 & 1 & 20719 & 0.253373 & NaN & NaN & NaN \\ +242 & 1833 & 57 & 1 & 20719 & 0.150433 & NaN & 0.049787 & NaN \\ +243 & 1833 & 58 & 1 & 20719 & 0.109565 & 0.097917 & 0.164939 & NaN \\ +447 & 1833 & 59 & 1 & 20719 & NaN & 0.041726 & NaN & NaN \\ +592 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.303515 & NaN \\ +689 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.110414 \\ +690 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.314066 \\ +691 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.093559 \\ +782 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.421489 \\ +132 & 1833 & 72 & 1 & 120619 & 0.263432 & NaN & NaN & NaN \\ +253 & 1833 & 74 & 1 & 200619 & 0.309798 & NaN & NaN & NaN \\ +458 & 1833 & 75 & 1 & 200619 & NaN & 0.313086 & NaN & NaN \\ +653 & 1833 & 76 & 1 & 200619 & NaN & NaN & 0.149549 & 0.200701 \\ +3 & 1833 & 78 & 1 & 260619 & 0.210313 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.204408 & 0.131527 & NaN & NaN \\ +309 & 1833 & 80 & 1 & 260619 & NaN & 0.314281 & NaN & NaN \\ +644 & 1833 & 82 & 1 & 260619 & NaN & NaN & 0.274920 & 0.221453 \\ +645 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.092570 & NaN \\ +754 & 1833 & 85 & 1 & 260619 & NaN & NaN & NaN & 0.109000 \\ +755 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.093733 \\ +81 & 1833 & 87 & 1 & 290519 & 0.027601 & NaN & NaN & NaN \\ +469 & 1833 & 90 & 1 & 290519 & NaN & -0.029595 & NaN & NaN \\ +470 & 1833 & 91 & 1 & 290519 & NaN & 0.117834 & NaN & NaN \\ +471 & 1833 & 92 & 1 & 290519 & NaN & 0.161390 & NaN & NaN \\ +555 & 1833 & 93 & 1 & 290519 & NaN & NaN & 0.277546 & NaN \\ +768 & 1833 & 95 & 1 & 290519 & NaN & NaN & NaN & 0.464783 \\ +23 & 1833 & 96 & 2 & 10719 & 0.209156 & 0.188575 & NaN & NaN \\ +508 & 1833 & 98 & 2 & 10719 & NaN & 0.144089 & NaN & NaN \\ +448 & 1833 & 100 & 2 & 20719 & NaN & 0.146035 & NaN & NaN \\ +449 & 1833 & 101 & 2 & 20719 & NaN & 0.080551 & NaN & NaN \\ +450 & 1833 & 102 & 2 & 20719 & NaN & 0.106121 & NaN & NaN \\ +593 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.237545 & NaN \\ +594 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.127750 & NaN \\ +692 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.277407 \\ +50 & 1833 & 106 & 2 & 50619 & 0.110377 & 0.152554 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.221967 & NaN & 0.103544 & NaN \\ +400 & 1833 & 110 & 2 & 120619 & NaN & 0.079953 & NaN & NaN \\ +310 & 1833 & 114 & 2 & 260619 & NaN & 0.295761 & NaN & NaN \\ +472 & 1833 & 115 & 2 & 290519 & NaN & 0.386967 & NaN & NaN \\ +473 & 1833 & 116 & 2 & 290519 & NaN & 0.029340 & NaN & NaN \\ +474 & 1833 & 117 & 2 & 290519 & NaN & 0.056302 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & 0.162400 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.288527 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & 0.055858 & 0.024778 & NaN & NaN \\ +509 & 1833 & 122 & 3 & 10719 & NaN & 0.120165 & NaN & NaN \\ +510 & 1833 & 123 & 3 & 10719 & NaN & 0.054512 & NaN & NaN \\ +511 & 1833 & 124 & 3 & 10719 & NaN & 0.199269 & NaN & NaN \\ +512 & 1833 & 125 & 3 & 10719 & NaN & 0.032801 & NaN & NaN \\ +513 & 1833 & 126 & 3 & 10719 & NaN & 0.030029 & NaN & NaN \\ +514 & 1833 & 127 & 3 & 10719 & NaN & 0.053909 & NaN & NaN \\ +515 & 1833 & 128 & 3 & 10719 & NaN & 0.150856 & NaN & NaN \\ +245 & 1833 & 129 & 3 & 20719 & 0.002276 & NaN & NaN & NaN \\ +246 & 1833 & 130 & 3 & 20719 & 0.098871 & 0.002287 & 0.146271 & NaN \\ +247 & 1833 & 131 & 3 & 20719 & 0.007952 & NaN & 0.026061 & NaN \\ +248 & 1833 & 132 & 3 & 20719 & 0.077844 & NaN & 0.079627 & NaN \\ +451 & 1833 & 133 & 3 & 20719 & NaN & 0.077812 & NaN & NaN \\ +452 & 1833 & 134 & 3 & 20719 & NaN & 0.074230 & NaN & NaN \\ +453 & 1833 & 135 & 3 & 20719 & NaN & 0.068418 & NaN & NaN \\ +595 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.122678 & NaN \\ +693 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & 0.092268 \\ +694 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.104702 \\ +695 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & 0.042583 \\ +401 & 1833 & 144 & 3 & 120619 & NaN & 0.303426 & NaN & NaN \\ +254 & 1833 & 145 & 3 & 200619 & 0.015274 & NaN & NaN & NaN \\ +459 & 1833 & 148 & 3 & 200619 & NaN & 0.174375 & NaN & NaN \\ +654 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.094317 & 0.112673 \\ +5 & 1833 & 150 & 3 & 260619 & 0.225086 & 0.169959 & NaN & NaN \\ +646 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.207259 & 0.139120 \\ +756 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.333943 \\ +82 & 1833 & 156 & 3 & 290519 & 0.049286 & NaN & NaN & NaN \\ +475 & 1833 & 158 & 3 & 290519 & NaN & 0.185076 & NaN & NaN \\ +476 & 1833 & 159 & 3 & 290519 & NaN & 0.268000 & NaN & NaN \\ +516 & 1833 & 162 & 4 & 10719 & NaN & 0.062828 & NaN & NaN \\ +596 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.122586 & NaN \\ +597 & 1833 & 166 & 4 & 20719 & NaN & NaN & -0.012719 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.098800 & 0.120611 & 0.071140 & 0.110127 \\ +395 & 1833 & 169 & 4 & 50619 & NaN & -0.010870 & NaN & NaN \\ +402 & 1833 & 171 & 4 & 120619 & NaN & 0.237982 & NaN & NaN \\ +576 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.043915 & NaN \\ +577 & 1833 & 173 & 4 & 120619 & NaN & NaN & -0.000472 & NaN \\ +255 & 1833 & 174 & 4 & 200619 & 0.124926 & NaN & NaN & NaN \\ +460 & 1833 & 175 & 4 & 200619 & NaN & 0.120244 & NaN & NaN \\ +655 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.128603 & NaN \\ +719 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & 0.028791 \\ +83 & 1833 & 178 & 4 & 290519 & 0.191259 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.159742 & NaN & NaN & NaN \\ +556 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.257758 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.234255 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & 0.138466 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & 0.079987 & NaN & NaN & NaN \\ +517 & 1833 & 189 & 5 & 10719 & NaN & -0.064272 & NaN & NaN \\ +249 & 1833 & 190 & 5 & 20719 & 0.182604 & NaN & NaN & NaN \\ +454 & 1833 & 191 & 5 & 20719 & NaN & 0.237524 & NaN & NaN \\ +455 & 1833 & 192 & 5 & 20719 & NaN & 0.084520 & NaN & NaN \\ +598 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.082203 & NaN \\ +696 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.367849 \\ +599 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.153598 & 0.063598 \\ +785 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.361123 \\ +786 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.035153 \\ +403 & 1833 & 202 & 5 & 120619 & NaN & 0.102295 & NaN & NaN \\ +656 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.106178 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.161382 & NaN & NaN & NaN \\ +311 & 1833 & 206 & 5 & 260619 & NaN & 0.123657 & 0.194022 & NaN \\ +647 & 1833 & 208 & 5 & 260619 & NaN & NaN & -0.115292 & NaN \\ +757 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.033971 \\ +85 & 1833 & 212 & 5 & 290519 & 0.215903 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.151105 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.228269 & NaN & NaN & NaN \\ +557 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.129692 & 0.198808 \\ +558 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.019108 & NaN \\ +769 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.229502 \\ +30 & 1833 & 219 & 6 & 10719 & 0.340889 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 0.101596 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & 0.204569 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & -0.003327 & NaN & NaN & NaN \\ +518 & 1833 & 223 & 6 & 10719 & NaN & 0.186224 & NaN & NaN \\ +250 & 1833 & 224 & 6 & 20719 & 0.433673 & NaN & NaN & NaN \\ +456 & 1833 & 225 & 6 & 20719 & NaN & 0.285995 & NaN & NaN \\ +600 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.219289 & NaN \\ +601 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.340229 & 0.257921 \\ +697 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.148467 \\ +52 & 1833 & 230 & 6 & 50619 & 0.050723 & 0.035476 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 0.267223 & 0.169825 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & 0.280439 & 0.191349 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 0.188948 & 0.071915 & NaN & NaN \\ +579 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.100745 & 0.114004 \\ +397 & 1833 & 235 & 6 & 50619 & NaN & 0.198952 & NaN & NaN \\ +398 & 1833 & 236 & 6 & 50619 & NaN & 0.353373 & NaN & NaN \\ +580 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.066606 & 0.078241 \\ +790 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.003187 \\ +791 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.268696 \\ +8 & 1833 & 243 & 6 & 260619 & 0.194539 & 0.154249 & 0.200737 & NaN \\ +404 & 1833 & 244 & 6 & 120619 & NaN & 0.144819 & 0.113825 & NaN \\ +581 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.108436 & NaN \\ +582 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.140429 & NaN \\ +764 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.002896 \\ +765 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.200898 \\ +766 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.202107 \\ +256 & 1833 & 250 & 6 & 200619 & 0.203080 & NaN & 0.256042 & NaN \\ +257 & 1833 & 251 & 6 & 200619 & 0.047132 & NaN & NaN & NaN \\ +258 & 1833 & 252 & 6 & 200619 & 0.172477 & NaN & NaN & NaN \\ +259 & 1833 & 253 & 6 & 200619 & 0.090054 & 0.034927 & 0.080408 & 0.035344 \\ +462 & 1833 & 254 & 6 & 200619 & NaN & 0.187277 & NaN & NaN \\ +463 & 1833 & 255 & 6 & 200619 & NaN & 0.314627 & NaN & NaN \\ 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& NaN \\ +128 & 1834 & 446 & 6 & 10319 & 0.085007 & 0.167433 & NaN & NaN \\ +388 & 1834 & 447 & 6 & 10319 & NaN & 0.228808 & NaN & NaN \\ +389 & 1834 & 448 & 6 & 10319 & NaN & 0.016876 & NaN & NaN \\ +629 & 1834 & 449 & 6 & 10319 & NaN & NaN & 0.141979 & 0.269306 \\ +630 & 1834 & 450 & 6 & 10319 & NaN & NaN & 0.074530 & 0.159409 \\ +728 & 1834 & 451 & 6 & 10319 & NaN & NaN & NaN & 0.017559 \\ +411 & 1834 & 452 & 6 & 60319 & NaN & 0.177255 & 0.037987 & NaN \\ +412 & 1834 & 453 & 6 & 60319 & NaN & 0.177457 & -0.045885 & NaN \\ +413 & 1834 & 454 & 6 & 60319 & NaN & 0.094628 & NaN & NaN \\ +414 & 1834 & 455 & 6 & 60319 & NaN & 0.100422 & 0.155558 & 0.060799 \\ +587 & 1834 & 456 & 6 & 60319 & NaN & NaN & -0.045172 & NaN \\ +750 & 1834 & 457 & 6 & 60319 & NaN & NaN & NaN & 0.159705 \\ +751 & 1834 & 458 & 6 & 60319 & NaN & NaN & NaN & -0.018785 \\ +110 & 1834 & 459 & 6 & 110319 & 0.103316 & NaN & NaN & NaN \\ +111 & 1834 & 460 & 6 & 110319 & 0.210389 & NaN & NaN & NaN \\ +433 & 1834 & 461 & 6 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NaN \\ +777 & 1839 & 589 & 4 & 60619 & NaN & NaN & NaN & 0.177244 \\ +479 & 1839 & 590 & 4 & 120619 & NaN & 0.275299 & NaN & NaN \\ +637 & 1839 & 591 & 4 & 120619 & NaN & NaN & 0.225011 & NaN \\ +638 & 1839 & 592 & 4 & 120619 & NaN & NaN & 0.022339 & NaN \\ +661 & 1839 & 593 & 4 & 120619 & NaN & NaN & NaN & 0.042388 \\ +662 & 1839 & 594 & 4 & 120619 & NaN & NaN & NaN & 0.371488 \\ +663 & 1839 & 595 & 4 & 120619 & NaN & NaN & NaN & 0.228748 \\ +664 & 1839 & 596 & 4 & 120619 & NaN & NaN & NaN & 0.079198 \\ +102 & 1839 & 597 & 4 & 200619 & 0.271038 & NaN & NaN & NaN \\ +489 & 1839 & 598 & 4 & 200619 & NaN & 0.241397 & NaN & NaN \\ +490 & 1839 & 599 & 4 & 200619 & NaN & 0.206278 & NaN & NaN \\ +491 & 1839 & 600 & 4 & 200619 & NaN & 0.080611 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 0.031675 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 0.315821 & 0.256310 & NaN & NaN \\ +339 & 1839 & 603 & 4 & 290519 & NaN & 0.166835 & NaN & NaN \\ +283 & 1839 & 606 & 5 & 60619 & NaN & 0.126032 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NaN & NaN & 0.146839 \\ +780 & 1839 & 627 & 6 & 60619 & NaN & NaN & NaN & 0.153960 \\ +482 & 1839 & 629 & 6 & 120619 & NaN & -0.014868 & 0.081895 & 0.068531 \\ +483 & 1839 & 630 & 6 & 120619 & NaN & -0.076897 & NaN & NaN \\ +484 & 1839 & 631 & 6 & 120619 & NaN & -0.099054 & NaN & NaN \\ +640 & 1839 & 634 & 6 & 120619 & NaN & NaN & -0.031377 & NaN \\ +641 & 1839 & 635 & 6 & 120619 & NaN & NaN & 0.240480 & NaN \\ +665 & 1839 & 636 & 6 & 120619 & NaN & NaN & NaN & -0.018129 \\ +666 & 1839 & 637 & 6 & 120619 & NaN & NaN & NaN & 0.152397 \\ +667 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.261587 \\ +668 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & -0.104654 \\ +669 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.313741 \\ +493 & 1839 & 643 & 6 & 200619 & NaN & 0.034644 & NaN & NaN \\ +494 & 1839 & 645 & 6 & 200619 & NaN & 0.150190 & NaN & NaN \\ +495 & 1839 & 647 & 6 & 200619 & NaN & 0.218099 & NaN & NaN \\ +496 & 1839 & 648 & 6 & 200619 & NaN & 0.169039 & NaN & NaN \\ +497 & 1839 & 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& NaN \\ +78 & 1839 & 666 & 7 & 290519 & 0.127994 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 0.005454 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 0.149280 & NaN & NaN & NaN \\ +347 & 1839 & 669 & 7 & 290519 & NaN & 0.145597 & NaN & NaN \\ +348 & 1839 & 670 & 7 & 290519 & NaN & 0.175420 & NaN & NaN \\ +349 & 1839 & 671 & 7 & 290519 & NaN & 0.103960 & NaN & NaN \\ +350 & 1839 & 672 & 7 & 290519 & NaN & 0.139707 & NaN & NaN \\ +149 & 1849 & 674 & 0 & 60319 & 0.012518 & NaN & NaN & NaN \\ +222 & 1849 & 675 & 0 & 110319 & 0.270889 & NaN & NaN & NaN \\ +285 & 1849 & 676 & 0 & 110319 & NaN & 0.184289 & NaN & NaN \\ +206 & 1849 & 677 & 0 & 150319 & 0.077069 & 0.126669 & 0.140704 & 0.099852 \\ +207 & 1849 & 678 & 0 & 150319 & 0.072360 & NaN & NaN & NaN \\ +351 & 1849 & 679 & 0 & 150319 & NaN & 0.109958 & NaN & NaN \\ +570 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.111451 & NaN \\ +738 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.103455 \\ +739 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.199599 \\ +37 & 1849 & 683 & 0 & 220319 & 0.117168 & NaN & 0.230365 & 0.295424 \\ +316 & 1849 & 684 & 0 & 220319 & NaN & 0.180822 & NaN & NaN \\ +261 & 1849 & 685 & 0 & 280219 & 0.326437 & NaN & NaN & NaN \\ +360 & 1849 & 686 & 0 & 280219 & NaN & 0.188211 & NaN & NaN \\ +540 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.284055 & NaN \\ +541 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.323198 & NaN \\ +675 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.251611 \\ +676 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.351223 \\ +137 & 1849 & 691 & 1 & 10319 & 0.055525 & NaN & NaN & NaN \\ +150 & 1849 & 699 & 1 & 60319 & -0.096548 & NaN & NaN & NaN \\ +151 & 1849 & 700 & 1 & 60319 & -0.055224 & NaN & NaN & NaN \\ +152 & 1849 & 701 & 1 & 60319 & 0.087652 & NaN & NaN & NaN \\ +153 & 1849 & 702 & 1 & 60319 & 0.095075 & NaN & NaN & NaN \\ +521 & 1849 & 703 & 1 & 60319 & NaN & NaN & -0.068927 & NaN \\ +522 & 1849 & 705 & 1 & 60319 & NaN & NaN & -0.070036 & NaN \\ +523 & 1849 & 706 & 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& NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & -0.001433 & NaN & NaN & NaN \\ +320 & 1849 & 798 & 3 & 220319 & NaN & 0.204748 & NaN & NaN \\ +321 & 1849 & 799 & 3 & 220319 & NaN & 0.006905 & NaN & NaN \\ +615 & 1849 & 800 & 3 & 220319 & NaN & NaN & 0.160630 & NaN \\ +616 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.054860 & NaN \\ +617 & 1849 & 802 & 3 & 220319 & NaN & NaN & -0.039134 & NaN \\ +794 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & -0.001149 \\ +795 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & 0.012612 \\ +796 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & -0.019701 \\ +271 & 1849 & 806 & 3 & 280219 & 0.033304 & NaN & NaN & NaN \\ +272 & 1849 & 807 & 3 & 280219 & 0.052119 & NaN & NaN & NaN \\ +273 & 1849 & 808 & 3 & 280219 & 0.060241 & NaN & NaN & NaN \\ +366 & 1849 & 810 & 3 & 280219 & NaN & 0.009807 & NaN & NaN \\ +367 & 1849 & 811 & 3 & 280219 & NaN & 0.023441 & NaN & NaN \\ +368 & 1849 & 812 & 3 & 280219 & NaN & 0.007485 & NaN & NaN \\ +369 & 1849 & 813 & 3 & 280219 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+283,1849,933,7,280219,0.3703577512776831,,, +376,1849,934,7,280219,,-0.2,, +377,1849,935,7,280219,,-0.24497041420118346,, +378,1849,936,7,280219,,0.0829056740151789,, +379,1849,937,7,280219,,-0.015201969016939338,, +556,1849,938,7,280219,,,0.3750646663217796, +557,1849,939,7,280219,,,0.226142938635808, +690,1849,940,7,280219,,,,0.00877527661198016 diff --git a/actions/comparisons-allcells/data/statistics/values_bs_theta_score.tex b/actions/comparisons-allcells/data/statistics/values_bs_theta_score.tex new file mode 100644 index 000000000..0b83002a8 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_bs_theta_score.tex @@ -0,0 +1,771 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +239 & 1833 & 0 & 0 & 20719 & 0.110360 & NaN & 0.194635 & -0.012004 \\ +0 & 1833 & 1 & 0 & 260619 & 0.251852 & NaN & 0.446585 & 0.053892 \\ +15 & 1833 & 2 & 0 & 10719 & 0.220339 & NaN & NaN & NaN \\ +16 & 1833 & 3 & 0 & 10719 & 0.033658 & 0.012405 & NaN & NaN \\ +17 & 1833 & 4 & 0 & 10719 & 0.325077 & 0.115183 & NaN & NaN \\ +503 & 1833 & 6 & 0 & 10719 & NaN & 0.044919 & NaN & NaN \\ +504 & 1833 & 7 & 0 & 10719 & NaN & -0.026631 & NaN & NaN \\ +240 & 1833 & 8 & 0 & 20719 & 0.032888 & NaN & NaN & NaN \\ +241 & 1833 & 9 & 0 & 20719 & 0.297071 & NaN & NaN & NaN \\ +242 & 1833 & 10 & 0 & 20719 & 0.051134 & -0.016725 & 0.060302 & 0.009020 \\ +444 & 1833 & 12 & 0 & 20719 & NaN & 0.006825 & NaN & NaN \\ +445 & 1833 & 13 & 0 & 20719 & NaN & 0.036234 & 0.070053 & 0.040333 \\ +446 & 1833 & 14 & 0 & 20719 & NaN & 0.026389 & 0.065223 & NaN \\ +592 & 1833 & 15 & 0 & 20719 & NaN & NaN & 1.000000 & NaN \\ +593 & 1833 & 16 & 0 & 20719 & NaN & NaN & -0.021898 & NaN \\ +594 & 1833 & 17 & 0 & 20719 & NaN & NaN & 1.000000 & NaN \\ +691 & 1833 & 18 & 0 & 20719 & NaN & NaN & NaN & -0.008054 \\ +784 & 1833 & 20 & 0 & 60619 & NaN & NaN & NaN & 0.170984 \\ +131 & 1833 & 21 & 0 & 120619 & 0.360000 & 0.246512 & 0.671141 & NaN \\ +253 & 1833 & 23 & 0 & 200619 & 0.024479 & NaN & NaN & NaN \\ +459 & 1833 & 24 & 0 & 200619 & NaN & -0.035019 & NaN & NaN \\ +655 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.043209 & -0.001775 \\ +720 & 1833 & 28 & 0 & 200619 & NaN & NaN & NaN & -0.176119 \\ +721 & 1833 & 29 & 0 & 200619 & NaN & NaN & NaN & 0.142857 \\ +1 & 1833 & 30 & 0 & 260619 & 0.119965 & NaN & 0.112251 & NaN \\ +2 & 1833 & 32 & 0 & 260619 & 0.032109 & 0.075315 & 0.123748 & 0.003589 \\ +310 & 1833 & 35 & 0 & 260619 & NaN & -0.031418 & 0.022727 & -0.017518 \\ +646 & 1833 & 36 & 0 & 260619 & NaN & NaN & 0.057998 & NaN \\ +470 & 1833 & 41 & 0 & 290519 & NaN & -0.064639 & NaN & NaN \\ +18 & 1833 & 45 & 1 & 10719 & 0.030223 & NaN & NaN & NaN \\ +19 & 1833 & 46 & 1 & 10719 & 0.044034 & NaN & NaN & NaN \\ +20 & 1833 & 47 & 1 & 10719 & 0.018713 & 0.055038 & NaN & NaN \\ +21 & 1833 & 48 & 1 & 10719 & 0.149791 & NaN & NaN & NaN \\ +22 & 1833 & 49 & 1 & 10719 & 0.044958 & NaN & NaN & NaN \\ +447 & 1833 & 50 & 1 & 20719 & NaN & -0.018429 & NaN & NaN \\ +254 & 1833 & 51 & 1 & 200619 & 0.031481 & NaN & 0.103769 & -0.004063 \\ +507 & 1833 & 53 & 1 & 10719 & NaN & 0.200000 & NaN & NaN \\ +508 & 1833 & 54 & 1 & 10719 & NaN & 0.131148 & NaN & NaN \\ +509 & 1833 & 55 & 1 & 10719 & NaN & 0.058416 & NaN & NaN \\ +243 & 1833 & 56 & 1 & 20719 & 0.159140 & NaN & NaN & NaN \\ +244 & 1833 & 57 & 1 & 20719 & 0.095156 & NaN & 0.061193 & NaN \\ +245 & 1833 & 58 & 1 & 20719 & 0.015050 & -0.007191 & 0.048478 & NaN \\ +449 & 1833 & 59 & 1 & 20719 & NaN & 0.028169 & NaN & NaN \\ +595 & 1833 & 60 & 1 & 20719 & NaN & NaN & 0.219232 & NaN \\ +692 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & -0.033065 \\ +693 & 1833 & 62 & 1 & 20719 & NaN & NaN & NaN & 0.052579 \\ +694 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.005373 \\ +785 & 1833 & 70 & 1 & 60619 & NaN & NaN & NaN & 0.083118 \\ +132 & 1833 & 72 & 1 & 120619 & 0.226158 & NaN & NaN & NaN \\ +255 & 1833 & 74 & 1 & 200619 & 0.139980 & NaN & NaN & NaN \\ 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& NaN \\ +510 & 1833 & 98 & 2 & 10719 & NaN & 0.000000 & NaN & NaN \\ +450 & 1833 & 100 & 2 & 20719 & NaN & 0.006658 & NaN & NaN \\ +451 & 1833 & 101 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +452 & 1833 & 102 & 2 & 20719 & NaN & -0.043841 & NaN & NaN \\ +596 & 1833 & 103 & 2 & 20719 & NaN & NaN & 0.098628 & NaN \\ +597 & 1833 & 104 & 2 & 20719 & NaN & NaN & 0.034483 & NaN \\ +695 & 1833 & 105 & 2 & 20719 & NaN & NaN & NaN & 0.027308 \\ +50 & 1833 & 106 & 2 & 50619 & 0.031710 & -0.023923 & NaN & NaN \\ +133 & 1833 & 109 & 2 & 120619 & 0.279039 & NaN & 0.088074 & NaN \\ +402 & 1833 & 110 & 2 & 120619 & NaN & -0.005302 & NaN & NaN \\ +312 & 1833 & 114 & 2 & 260619 & NaN & 0.158605 & NaN & NaN \\ +474 & 1833 & 115 & 2 & 290519 & NaN & 0.063683 & NaN & NaN \\ +475 & 1833 & 116 & 2 & 290519 & NaN & 0.013875 & NaN & NaN \\ +476 & 1833 & 117 & 2 & 290519 & NaN & -0.021254 & NaN & NaN \\ +24 & 1833 & 118 & 3 & 10719 & -0.027337 & NaN & NaN & NaN \\ +25 & 1833 & 119 & 3 & 10719 & 0.024269 & NaN & NaN & NaN \\ +26 & 1833 & 121 & 3 & 10719 & -0.020482 & 0.005386 & NaN & NaN \\ +511 & 1833 & 122 & 3 & 10719 & NaN & 0.333333 & NaN & NaN \\ +512 & 1833 & 123 & 3 & 10719 & NaN & 1.000000 & NaN & NaN \\ +513 & 1833 & 124 & 3 & 10719 & NaN & 0.013169 & NaN & NaN \\ +514 & 1833 & 125 & 3 & 10719 & NaN & 1.000000 & NaN & NaN \\ +515 & 1833 & 126 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +516 & 1833 & 127 & 3 & 10719 & NaN & -0.034808 & NaN & NaN \\ +517 & 1833 & 128 & 3 & 10719 & NaN & -0.031416 & NaN & NaN \\ +247 & 1833 & 129 & 3 & 20719 & 0.013289 & NaN & NaN & NaN \\ +248 & 1833 & 130 & 3 & 20719 & 0.089512 & 0.044271 & 0.058514 & NaN \\ +249 & 1833 & 131 & 3 & 20719 & 0.316854 & NaN & 0.399594 & NaN \\ +250 & 1833 & 132 & 3 & 20719 & 0.030322 & NaN & -0.002496 & NaN \\ +453 & 1833 & 133 & 3 & 20719 & NaN & -0.032987 & NaN & NaN \\ +454 & 1833 & 134 & 3 & 20719 & NaN & -0.049227 & NaN & NaN \\ +455 & 1833 & 135 & 3 & 20719 & NaN & -0.023688 & NaN & NaN \\ +598 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.029598 & NaN \\ +696 & 1833 & 138 & 3 & 20719 & NaN & NaN & NaN & -0.001052 \\ +697 & 1833 & 139 & 3 & 20719 & NaN & NaN & NaN & 0.023471 \\ +698 & 1833 & 140 & 3 & 20719 & NaN & NaN & NaN & -0.037245 \\ +403 & 1833 & 144 & 3 & 120619 & NaN & 0.003398 & NaN & NaN \\ +256 & 1833 & 145 & 3 & 200619 & 0.015817 & NaN & NaN & NaN \\ +461 & 1833 & 148 & 3 & 200619 & NaN & -0.021419 & NaN & NaN \\ +657 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.036020 & -0.007848 \\ +5 & 1833 & 150 & 3 & 260619 & 0.039089 & -0.022858 & NaN & NaN \\ +649 & 1833 & 152 & 3 & 260619 & NaN & NaN & 0.004064 & 0.039052 \\ +759 & 1833 & 153 & 3 & 260619 & NaN & NaN & NaN & 0.053204 \\ +82 & 1833 & 156 & 3 & 290519 & 0.087248 & NaN & NaN & NaN \\ +477 & 1833 & 158 & 3 & 290519 & NaN & 0.019175 & NaN & NaN \\ +478 & 1833 & 159 & 3 & 290519 & NaN & -0.011164 & NaN & NaN \\ +518 & 1833 & 162 & 4 & 10719 & NaN & -0.757636 & NaN & NaN \\ +599 & 1833 & 165 & 4 & 20719 & NaN & NaN & 0.164917 & NaN \\ +600 & 1833 & 166 & 4 & 20719 & NaN & NaN & -0.650794 & NaN \\ +134 & 1833 & 168 & 4 & 120619 & 0.051143 & 0.036011 & 0.037811 & -0.017591 \\ +397 & 1833 & 169 & 4 & 50619 & NaN & 0.035404 & NaN & NaN \\ +404 & 1833 & 171 & 4 & 120619 & NaN & 0.050889 & NaN & NaN \\ +579 & 1833 & 172 & 4 & 120619 & NaN & NaN & 0.016867 & NaN \\ +580 & 1833 & 173 & 4 & 120619 & NaN & NaN & 0.692308 & NaN \\ +257 & 1833 & 174 & 4 & 200619 & 0.036658 & NaN & NaN & NaN \\ +462 & 1833 & 175 & 4 & 200619 & NaN & 0.010247 & NaN & NaN \\ +658 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.051300 & NaN \\ +722 & 1833 & 177 & 4 & 200619 & NaN & NaN & NaN & -0.945946 \\ +83 & 1833 & 178 & 4 & 290519 & 0.064419 & NaN & NaN & NaN \\ +84 & 1833 & 179 & 4 & 290519 & 0.028997 & NaN & NaN & NaN \\ +559 & 1833 & 183 & 4 & 290519 & NaN & NaN & 0.043412 & NaN \\ +27 & 1833 & 185 & 5 & 10719 & 0.172668 & NaN & NaN & NaN \\ +28 & 1833 & 186 & 5 & 10719 & -0.014354 & NaN & NaN & NaN \\ +29 & 1833 & 187 & 5 & 10719 & -0.012181 & NaN & NaN & NaN \\ +519 & 1833 & 189 & 5 & 10719 & NaN & 0.102875 & NaN & NaN \\ +251 & 1833 & 190 & 5 & 20719 & 0.084895 & NaN & NaN & NaN \\ +456 & 1833 & 191 & 5 & 20719 & NaN & 0.126035 & NaN & NaN \\ +457 & 1833 & 192 & 5 & 20719 & NaN & -0.010239 & NaN & NaN \\ +601 & 1833 & 193 & 5 & 20719 & NaN & NaN & 0.340659 & NaN \\ +699 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & 0.091547 \\ +602 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.019774 & 0.043172 \\ +788 & 1833 & 197 & 5 & 60619 & NaN & NaN & NaN & 0.096768 \\ +789 & 1833 & 199 & 5 & 60619 & NaN & NaN & NaN & 0.152614 \\ +405 & 1833 & 202 & 5 & 120619 & NaN & 0.030459 & NaN & NaN \\ +659 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.221754 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.112527 & NaN & NaN & NaN \\ +313 & 1833 & 206 & 5 & 260619 & NaN & 0.111264 & 0.105990 & NaN \\ +650 & 1833 & 208 & 5 & 260619 & NaN & NaN & 0.428571 & NaN \\ +760 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.066887 \\ +85 & 1833 & 212 & 5 & 290519 & 0.163680 & NaN & NaN & NaN \\ +86 & 1833 & 213 & 5 & 290519 & 0.058215 & NaN & NaN & NaN \\ +87 & 1833 & 214 & 5 & 290519 & 0.055901 & NaN & NaN & NaN \\ +560 & 1833 & 216 & 5 & 290519 & NaN & NaN & 0.115173 & 0.085190 \\ +561 & 1833 & 217 & 5 & 290519 & NaN & NaN & 0.135135 & NaN \\ +772 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.114643 \\ +30 & 1833 & 219 & 6 & 10719 & 0.085500 & NaN & NaN & NaN \\ +31 & 1833 & 220 & 6 & 10719 & 0.079947 & NaN & NaN & NaN \\ +32 & 1833 & 221 & 6 & 10719 & -0.013742 & NaN & NaN & NaN \\ +33 & 1833 & 222 & 6 & 10719 & -0.073281 & NaN & NaN & NaN \\ +520 & 1833 & 223 & 6 & 10719 & NaN & -0.018226 & NaN & NaN \\ +252 & 1833 & 224 & 6 & 20719 & 0.368896 & NaN & NaN & NaN \\ +458 & 1833 & 225 & 6 & 20719 & NaN & 0.211915 & NaN & NaN \\ +603 & 1833 & 226 & 6 & 20719 & NaN & NaN & 0.004809 & NaN \\ +604 & 1833 & 227 & 6 & 20719 & NaN & NaN & 0.247412 & 0.063740 \\ +700 & 1833 & 228 & 6 & 20719 & NaN & NaN & NaN & 0.054388 \\ +52 & 1833 & 230 & 6 & 50619 & -0.065949 & -0.085942 & NaN & NaN \\ +53 & 1833 & 231 & 6 & 50619 & 0.055118 & 0.115789 & NaN & NaN \\ +54 & 1833 & 232 & 6 & 50619 & -0.009887 & 0.030658 & NaN & NaN \\ +135 & 1833 & 233 & 6 & 120619 & 0.040420 & 0.122093 & NaN & NaN \\ +582 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.021788 & 0.006177 \\ +399 & 1833 & 235 & 6 & 50619 & NaN & 0.012305 & NaN & NaN \\ +400 & 1833 & 236 & 6 & 50619 & NaN & 0.180218 & NaN & NaN \\ +583 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.125541 & 0.061728 \\ +793 & 1833 & 241 & 6 & 60619 & NaN & NaN & NaN & 0.116279 \\ +794 & 1833 & 242 & 6 & 60619 & NaN & NaN & NaN & 0.140324 \\ +8 & 1833 & 243 & 6 & 260619 & 0.008718 & 0.020069 & 0.069803 & NaN \\ +406 & 1833 & 244 & 6 & 120619 & NaN & 0.048077 & 0.071279 & NaN \\ +584 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.020408 & NaN \\ +585 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.056911 & NaN \\ +767 & 1833 & 247 & 6 & 120619 & NaN & NaN & NaN & 0.049226 \\ +768 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.060230 \\ 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& 597 & 4 & 200619 & 0.458193 & NaN & NaN & NaN \\ +491 & 1839 & 598 & 4 & 200619 & NaN & 0.171449 & NaN & NaN \\ +492 & 1839 & 599 & 4 & 200619 & NaN & 0.089655 & NaN & NaN \\ +493 & 1839 & 600 & 4 & 200619 & NaN & 0.113924 & NaN & NaN \\ +71 & 1839 & 601 & 4 & 290519 & 0.178170 & NaN & NaN & NaN \\ +72 & 1839 & 602 & 4 & 290519 & 0.183683 & 0.104322 & NaN & NaN \\ +341 & 1839 & 603 & 4 & 290519 & NaN & 0.119901 & NaN & NaN \\ +285 & 1839 & 606 & 5 & 60619 & NaN & 0.048859 & NaN & 0.116567 \\ +570 & 1839 & 607 & 5 & 60619 & NaN & NaN & 0.044037 & NaN \\ +781 & 1839 & 608 & 5 & 60619 & NaN & NaN & NaN & 0.063197 \\ +67 & 1839 & 609 & 5 & 120619 & 0.097226 & NaN & NaN & NaN \\ +482 & 1839 & 610 & 5 & 120619 & NaN & 0.178511 & NaN & NaN \\ +483 & 1839 & 611 & 5 & 120619 & NaN & 0.035826 & NaN & NaN \\ +642 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.083132 & NaN \\ +103 & 1839 & 613 & 5 & 200619 & 0.100316 & NaN & NaN & NaN \\ +494 & 1839 & 614 & 5 & 200619 & NaN & 0.090118 & NaN & NaN \\ 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NaN & 0.122424 \\ +670 & 1839 & 638 & 6 & 120619 & NaN & NaN & NaN & 0.179375 \\ +671 & 1839 & 639 & 6 & 120619 & NaN & NaN & NaN & -0.194030 \\ +672 & 1839 & 640 & 6 & 120619 & NaN & NaN & NaN & 0.327231 \\ +495 & 1839 & 643 & 6 & 200619 & NaN & -0.021277 & NaN & NaN \\ +496 & 1839 & 645 & 6 & 200619 & NaN & 0.041672 & NaN & NaN \\ +497 & 1839 & 647 & 6 & 200619 & NaN & 0.085714 & NaN & NaN \\ +498 & 1839 & 648 & 6 & 200619 & NaN & 0.190776 & NaN & NaN \\ +499 & 1839 & 650 & 6 & 200619 & NaN & 0.783784 & NaN & NaN \\ +75 & 1839 & 651 & 6 & 290519 & 0.034093 & NaN & NaN & NaN \\ +76 & 1839 & 652 & 6 & 290519 & 0.326013 & NaN & NaN & NaN \\ +346 & 1839 & 653 & 6 & 290519 & NaN & 0.161378 & NaN & NaN \\ +347 & 1839 & 654 & 6 & 290519 & NaN & 0.102646 & NaN & NaN \\ +206 & 1839 & 655 & 7 & 60619 & 0.094673 & 0.090115 & NaN & 0.090251 \\ +571 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.085923 & 0.126531 \\ +348 & 1839 & 657 & 7 & 290519 & NaN & 0.074179 & NaN & NaN \\ +68 & 1839 & 658 & 7 & 120619 & 0.109476 & NaN & NaN & NaN \\ +645 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.121093 & 0.026429 \\ +673 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.077401 \\ +104 & 1839 & 661 & 7 & 200619 & 0.109707 & NaN & NaN & NaN \\ +500 & 1839 & 662 & 7 & 200619 & NaN & -0.005729 & NaN & NaN \\ +501 & 1839 & 663 & 7 & 200619 & NaN & 0.003095 & NaN & NaN \\ +502 & 1839 & 664 & 7 & 200619 & NaN & 0.355890 & NaN & NaN \\ +77 & 1839 & 665 & 7 & 290519 & 0.052133 & NaN & NaN & NaN \\ +78 & 1839 & 666 & 7 & 290519 & 0.075157 & NaN & NaN & NaN \\ +79 & 1839 & 667 & 7 & 290519 & 0.126579 & NaN & NaN & NaN \\ +80 & 1839 & 668 & 7 & 290519 & 0.082446 & NaN & NaN & NaN \\ +349 & 1839 & 669 & 7 & 290519 & NaN & 0.078410 & NaN & NaN \\ +350 & 1839 & 670 & 7 & 290519 & NaN & 0.090770 & NaN & NaN \\ +351 & 1839 & 671 & 7 & 290519 & NaN & 0.083110 & NaN & NaN \\ +352 & 1839 & 672 & 7 & 290519 & NaN & 0.155280 & NaN & NaN \\ +150 & 1849 & 674 & 0 & 60319 & 0.036217 & NaN & NaN & NaN \\ +224 & 1849 & 675 & 0 & 110319 & 0.166322 & NaN & NaN & NaN \\ +287 & 1849 & 676 & 0 & 110319 & NaN & 0.084139 & NaN & NaN \\ +207 & 1849 & 677 & 0 & 150319 & 0.037306 & 0.020144 & 0.115203 & 0.003816 \\ +208 & 1849 & 678 & 0 & 150319 & 0.017766 & NaN & NaN & NaN \\ +353 & 1849 & 679 & 0 & 150319 & NaN & 0.072146 & NaN & NaN \\ +573 & 1849 & 680 & 0 & 150319 & NaN & NaN & 0.106751 & NaN \\ +741 & 1849 & 681 & 0 & 150319 & NaN & NaN & NaN & 0.061362 \\ +742 & 1849 & 682 & 0 & 150319 & NaN & NaN & NaN & 0.066300 \\ +37 & 1849 & 683 & 0 & 220319 & 0.084657 & NaN & 0.071722 & 0.033592 \\ +318 & 1849 & 684 & 0 & 220319 & NaN & 0.077599 & NaN & NaN \\ +263 & 1849 & 685 & 0 & 280219 & 0.158726 & NaN & NaN & NaN \\ +362 & 1849 & 686 & 0 & 280219 & NaN & 0.292544 & NaN & NaN \\ +542 & 1849 & 687 & 0 & 280219 & NaN & NaN & 0.294722 & NaN \\ +543 & 1849 & 688 & 0 & 280219 & NaN & NaN & 0.231571 & NaN \\ +678 & 1849 & 689 & 0 & 280219 & NaN & NaN & NaN & 0.314558 \\ +679 & 1849 & 690 & 0 & 280219 & NaN & NaN & NaN & 0.236724 \\ +137 & 1849 & 691 & 1 & 10319 & 0.197750 & NaN & NaN & NaN \\ +151 & 1849 & 699 & 1 & 60319 & -0.179331 & NaN & NaN & NaN \\ +152 & 1849 & 700 & 1 & 60319 & -0.150476 & NaN & NaN & NaN \\ +153 & 1849 & 701 & 1 & 60319 & -0.076445 & NaN & NaN & NaN \\ +154 & 1849 & 702 & 1 & 60319 & 0.125565 & NaN & NaN & NaN \\ +523 & 1849 & 703 & 1 & 60319 & NaN & NaN & -0.430279 & NaN \\ +524 & 1849 & 705 & 1 & 60319 & NaN & NaN & -0.059705 & NaN \\ +525 & 1849 & 706 & 1 & 60319 & NaN & NaN & 0.132632 & NaN \\ +526 & 1849 & 707 & 1 & 60319 & NaN & NaN & 0.218721 & NaN \\ +734 & 1849 & 708 & 1 & 60319 & NaN & NaN & NaN & -0.033333 \\ +225 & 1849 & 709 & 1 & 110319 & 0.128834 & NaN & NaN & NaN \\ +226 & 1849 & 710 & 1 & 110319 & 0.066774 & NaN & NaN & NaN \\ +227 & 1849 & 711 & 1 & 110319 & 0.051208 & NaN & NaN & NaN \\ +228 & 1849 & 712 & 1 & 110319 & -0.271922 & NaN & NaN & NaN \\ +229 & 1849 & 713 & 1 & 110319 & 0.043091 & NaN & NaN & NaN \\ +230 & 1849 & 714 & 1 & 110319 & -0.050132 & 0.002499 & NaN & NaN \\ +231 & 1849 & 715 & 1 & 110319 & -0.078335 & 0.046205 & NaN & NaN \\ +288 & 1849 & 716 & 1 & 110319 & NaN & 0.037156 & NaN & NaN \\ +289 & 1849 & 717 & 1 & 110319 & NaN & -0.263158 & NaN & NaN \\ +290 & 1849 & 718 & 1 & 110319 & NaN & -0.147224 & NaN & NaN \\ +209 & 1849 & 720 & 1 & 150319 & 0.103900 & -0.022780 & 0.107376 & NaN \\ +210 & 1849 & 721 & 1 & 150319 & 0.196581 & -0.129338 & -0.047382 & NaN \\ +211 & 1849 & 722 & 1 & 150319 & 0.013664 & -0.048929 & 0.044510 & NaN \\ +574 & 1849 & 723 & 1 & 150319 & NaN & NaN & -0.062489 & NaN \\ +363 & 1849 & 724 & 1 & 280219 & NaN & -0.001978 & NaN & -0.010176 \\ +744 & 1849 & 725 & 1 & 150319 & NaN & NaN & NaN & 0.045381 \\ +745 & 1849 & 726 & 1 & 150319 & NaN & NaN & NaN & NaN \\ +38 & 1849 & 727 & 1 & 220319 & 0.118382 & NaN & NaN & NaN \\ +319 & 1849 & 728 & 1 & 220319 & NaN & -0.066176 & NaN & NaN \\ +320 & 1849 & 729 & 1 & 220319 & NaN & 0.003132 & NaN & NaN \\ +615 & 1849 & 731 & 1 & 220319 & NaN & NaN & 0.175931 & NaN \\ +616 & 1849 & 732 & 1 & 220319 & NaN & NaN & 0.072419 & NaN \\ +617 & 1849 & 733 & 1 & 220319 & NaN & NaN & -0.025821 & NaN \\ +264 & 1849 & 734 & 1 & 280219 & 0.077324 & NaN & NaN & NaN \\ +265 & 1849 & 735 & 1 & 280219 & 0.175367 & NaN & NaN & NaN \\ +266 & 1849 & 736 & 1 & 280219 & 0.069619 & NaN & NaN & NaN \\ +267 & 1849 & 737 & 1 & 280219 & 0.173213 & NaN & NaN & NaN \\ +268 & 1849 & 738 & 1 & 280219 & 0.499110 & NaN & NaN & NaN \\ +364 & 1849 & 739 & 1 & 280219 & NaN & 0.050536 & NaN & -0.170384 \\ +365 & 1849 & 740 & 1 & 280219 & NaN & -0.017651 & NaN & NaN \\ +544 & 1849 & 741 & 1 & 280219 & NaN & NaN & 0.089876 & NaN \\ +545 & 1849 & 742 & 1 & 280219 & NaN & NaN & 0.376093 & NaN \\ +681 & 1849 & 743 & 1 & 280219 & NaN & NaN & NaN & -0.080889 \\ +682 & 1849 & 744 & 1 & 280219 & NaN & NaN & NaN & -0.126761 \\ +138 & 1849 & 745 & 2 & 10319 & -0.015576 & NaN & NaN & NaN \\ +139 & 1849 & 746 & 2 & 10319 & -0.230769 & NaN & NaN & NaN \\ +140 & 1849 & 747 & 2 & 10319 & 0.067574 & NaN & NaN & NaN \\ +39 & 1849 & 750 & 2 & 220319 & 0.065760 & -0.023987 & 0.081081 & 0.073935 \\ +422 & 1849 & 752 & 2 & 60319 & NaN & 0.025669 & NaN & 0.047804 \\ +527 & 1849 & 754 & 2 & 60319 & NaN & NaN & -0.081724 & NaN \\ +735 & 1849 & 755 & 2 & 60319 & NaN & NaN & NaN & 0.067507 \\ +233 & 1849 & 756 & 2 & 110319 & 0.014192 & -0.087784 & NaN & NaN \\ +234 & 1849 & 757 & 2 & 110319 & -0.031739 & -0.049779 & NaN & NaN \\ +213 & 1849 & 758 & 2 & 150319 & 0.092519 & -0.031783 & NaN & NaN \\ +214 & 1849 & 759 & 2 & 150319 & 0.070140 & NaN & 0.117573 & 0.064350 \\ +354 & 1849 & 760 & 2 & 150319 & NaN & -0.095636 & -0.087866 & -0.049517 \\ +746 & 1849 & 761 & 2 & 150319 & NaN & NaN & NaN & 0.105719 \\ +321 & 1849 & 763 & 2 & 220319 & NaN & 0.071429 & NaN & NaN \\ +269 & 1849 & 764 & 2 & 280219 & -0.103661 & NaN & NaN & NaN \\ +270 & 1849 & 766 & 2 & 280219 & -0.230769 & NaN & NaN & NaN \\ +271 & 1849 & 767 & 2 & 280219 & -0.101687 & NaN & NaN & NaN \\ +272 & 1849 & 768 & 2 & 280219 & -0.006192 & NaN & NaN & NaN \\ +366 & 1849 & 769 & 2 & 280219 & NaN & -0.028958 & NaN & NaN \\ +367 & 1849 & 770 & 2 & 280219 & NaN & -0.005858 & NaN & NaN \\ +546 & 1849 & 771 & 2 & 280219 & NaN & NaN & 0.219512 & NaN \\ +683 & 1849 & 773 & 2 & 280219 & NaN & NaN & NaN & 0.149050 \\ +141 & 1849 & 774 & 3 & 10319 & -0.090909 & NaN & NaN & NaN \\ +142 & 1849 & 775 & 3 & 10319 & 0.074084 & NaN & NaN & NaN \\ +143 & 1849 & 776 & 3 & 10319 & -0.005472 & NaN & NaN & NaN \\ +155 & 1849 & 780 & 3 & 60319 & -0.012745 & NaN & NaN & NaN \\ +156 & 1849 & 781 & 3 & 60319 & 0.098262 & NaN & NaN & NaN \\ +157 & 1849 & 782 & 3 & 60319 & -0.007609 & NaN & NaN & NaN \\ +158 & 1849 & 783 & 3 & 60319 & -0.009711 & 0.058703 & 0.007878 & 0.083222 \\ +423 & 1849 & 784 & 3 & 60319 & NaN & -0.120482 & NaN & NaN \\ +424 & 1849 & 785 & 3 & 60319 & NaN & 0.026038 & 0.099001 & 0.061428 \\ +235 & 1849 & 786 & 3 & 110319 & 0.015893 & NaN & NaN & NaN \\ +291 & 1849 & 787 & 3 & 110319 & NaN & -0.114466 & NaN & NaN \\ +215 & 1849 & 788 & 3 & 150319 & -0.049245 & NaN & NaN & NaN \\ +216 & 1849 & 789 & 3 & 150319 & 0.034430 & NaN & NaN & NaN \\ +355 & 1849 & 790 & 3 & 150319 & NaN & -0.120769 & NaN & NaN \\ +356 & 1849 & 791 & 3 & 150319 & NaN & -0.034256 & NaN & NaN \\ +575 & 1849 & 792 & 3 & 150319 & NaN & NaN & -0.052342 & NaN \\ +747 & 1849 & 793 & 3 & 150319 & NaN & NaN & NaN & 0.089695 \\ +40 & 1849 & 794 & 3 & 220319 & 0.360668 & NaN & NaN & NaN \\ +41 & 1849 & 795 & 3 & 220319 & 0.073839 & NaN & NaN & NaN \\ +42 & 1849 & 796 & 3 & 220319 & 0.063424 & NaN & NaN & NaN \\ +43 & 1849 & 797 & 3 & 220319 & 0.102564 & NaN & NaN & NaN \\ +322 & 1849 & 798 & 3 & 220319 & NaN & -0.045239 & NaN & NaN \\ +323 & 1849 & 799 & 3 & 220319 & NaN & -0.040866 & NaN & NaN \\ +618 & 1849 & 800 & 3 & 220319 & NaN & NaN & -0.018498 & NaN \\ +619 & 1849 & 801 & 3 & 220319 & NaN & NaN & 0.152606 & NaN \\ +620 & 1849 & 802 & 3 & 220319 & NaN & NaN & 0.064252 & NaN \\ +797 & 1849 & 803 & 3 & 220319 & NaN & NaN & NaN & -0.039983 \\ +798 & 1849 & 804 & 3 & 220319 & NaN & NaN & NaN & -0.077707 \\ +799 & 1849 & 805 & 3 & 220319 & NaN & NaN & NaN & 0.058824 \\ +273 & 1849 & 806 & 3 & 280219 & -0.056545 & NaN & NaN & NaN \\ +274 & 1849 & 807 & 3 & 280219 & 0.166130 & NaN & NaN & NaN \\ +275 & 1849 & 808 & 3 & 280219 & 0.011139 & NaN & NaN & NaN \\ +368 & 1849 & 810 & 3 & 280219 & NaN & -0.029280 & NaN & NaN \\ +369 & 1849 & 811 & 3 & 280219 & NaN & -0.012981 & NaN & NaN \\ +370 & 1849 & 812 & 3 & 280219 & NaN & -0.085624 & NaN & NaN \\ +371 & 1849 & 813 & 3 & 280219 & NaN & -0.036284 & NaN & 0.033968 \\ +547 & 1849 & 814 & 3 & 280219 & NaN & NaN & 0.017353 & NaN \\ +548 & 1849 & 815 & 3 & 280219 & NaN & NaN & 0.130603 & NaN \\ +684 & 1849 & 816 & 3 & 280219 & NaN & NaN & NaN & -0.021929 \\ +685 & 1849 & 817 & 3 & 280219 & NaN & NaN & NaN & 0.031146 \\ +686 & 1849 & 818 & 3 & 280219 & NaN & NaN & NaN & 0.030985 \\ +159 & 1849 & 820 & 4 & 60319 & 0.190952 & NaN & NaN & NaN \\ +425 & 1849 & 822 & 4 & 60319 & NaN & 0.050255 & NaN & NaN \\ +736 & 1849 & 824 & 4 & 60319 & NaN & NaN & NaN & 0.033057 \\ +292 & 1849 & 825 & 4 & 110319 & NaN & 0.043767 & NaN & NaN \\ +217 & 1849 & 828 & 4 & 150319 & 0.166404 & NaN & NaN & NaN \\ +218 & 1849 & 829 & 4 & 150319 & -0.440764 & NaN & NaN & NaN \\ +357 & 1849 & 832 & 4 & 150319 & NaN & 0.031712 & NaN & NaN \\ +576 & 1849 & 833 & 4 & 150319 & NaN & NaN & 0.351351 & NaN \\ +748 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.126066 \\ +44 & 1849 & 837 & 4 & 220319 & 0.304348 & NaN & NaN & NaN \\ +45 & 1849 & 838 & 4 & 220319 & 0.384615 & NaN & NaN & NaN \\ +46 & 1849 & 839 & 4 & 220319 & 0.238969 & NaN & NaN & NaN \\ +324 & 1849 & 840 & 4 & 220319 & NaN & -0.020004 & NaN & NaN \\ +372 & 1849 & 843 & 4 & 280219 & NaN & 0.174888 & NaN & NaN \\ +549 & 1849 & 845 & 4 & 280219 & NaN & NaN & 0.255662 & NaN \\ +144 & 1849 & 848 & 5 & 10319 & 0.040000 & NaN & NaN & NaN \\ +145 & 1849 & 849 & 5 & 10319 & 0.076923 & NaN & NaN & NaN \\ 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NaN & NaN \\ +359 & 1849 & 868 & 5 & 150319 & NaN & -0.047354 & 0.080752 & 0.086496 \\ +360 & 1849 & 869 & 5 & 150319 & NaN & -0.073388 & NaN & NaN \\ +361 & 1849 & 870 & 5 & 150319 & NaN & 0.143157 & NaN & NaN \\ +577 & 1849 & 871 & 5 & 150319 & NaN & NaN & 0.079044 & NaN \\ +578 & 1849 & 872 & 5 & 150319 & NaN & NaN & 0.264535 & NaN \\ +749 & 1849 & 873 & 5 & 150319 & NaN & NaN & NaN & 0.056912 \\ +47 & 1849 & 874 & 5 & 220319 & 0.149518 & NaN & NaN & NaN \\ +48 & 1849 & 875 & 5 & 220319 & 0.104474 & NaN & NaN & NaN \\ +49 & 1849 & 876 & 5 & 220319 & 0.230369 & NaN & NaN & NaN \\ +325 & 1849 & 877 & 5 & 220319 & NaN & -0.016942 & NaN & NaN \\ +326 & 1849 & 878 & 5 & 220319 & NaN & -0.001315 & NaN & NaN \\ +327 & 1849 & 879 & 5 & 220319 & NaN & 0.024916 & NaN & NaN \\ +621 & 1849 & 880 & 5 & 220319 & NaN & NaN & 0.220262 & NaN \\ +622 & 1849 & 881 & 5 & 220319 & NaN & NaN & 0.134102 & NaN \\ +623 & 1849 & 882 & 5 & 220319 & NaN & NaN & 0.035876 & NaN \\ +800 & 1849 & 883 & 5 & 220319 & NaN & NaN & NaN & 0.058626 \\ +801 & 1849 & 884 & 5 & 220319 & NaN & NaN & NaN & -0.005096 \\ +802 & 1849 & 885 & 5 & 220319 & NaN & NaN & NaN & 0.051155 \\ +803 & 1849 & 886 & 5 & 220319 & NaN & NaN & NaN & 0.093448 \\ +276 & 1849 & 887 & 5 & 280219 & 0.138837 & NaN & NaN & NaN \\ +373 & 1849 & 888 & 5 & 280219 & NaN & 0.044265 & NaN & NaN \\ +550 & 1849 & 889 & 5 & 280219 & NaN & NaN & 0.182381 & NaN \\ +146 & 1849 & 892 & 6 & 10319 & 0.235647 & NaN & NaN & NaN \\ +147 & 1849 & 894 & 6 & 10319 & 0.610198 & NaN & NaN & NaN \\ +163 & 1849 & 900 & 6 & 60319 & -0.230417 & NaN & NaN & NaN \\ +738 & 1849 & 901 & 6 & 60319 & NaN & NaN & NaN & 0.163331 \\ +739 & 1849 & 902 & 6 & 60319 & NaN & NaN & NaN & -0.237443 \\ +277 & 1849 & 903 & 6 & 280219 & 0.201574 & NaN & NaN & NaN \\ +278 & 1849 & 904 & 6 & 280219 & 0.200000 & NaN & NaN & NaN \\ +279 & 1849 & 905 & 6 & 280219 & 0.541582 & NaN & NaN & NaN \\ +280 & 1849 & 906 & 6 & 280219 & 0.271254 & NaN & NaN & NaN \\ +374 & 1849 & 909 & 6 & 280219 & NaN & 0.201183 & NaN & NaN \\ +375 & 1849 & 910 & 6 & 280219 & NaN & 0.096109 & NaN & NaN \\ +551 & 1849 & 912 & 6 & 280219 & NaN & NaN & 0.032967 & NaN \\ +552 & 1849 & 913 & 6 & 280219 & NaN & NaN & 0.527581 & NaN \\ +553 & 1849 & 914 & 6 & 280219 & NaN & NaN & 0.250205 & NaN \\ +554 & 1849 & 915 & 6 & 280219 & NaN & NaN & 0.381936 & NaN \\ +687 & 1849 & 916 & 6 & 280219 & NaN & NaN & NaN & 0.178801 \\ +688 & 1849 & 917 & 6 & 280219 & NaN & NaN & NaN & 0.266989 \\ +148 & 1849 & 918 & 7 & 10319 & 0.405169 & NaN & NaN & NaN \\ +149 & 1849 & 919 & 7 & 10319 & 0.509471 & NaN & NaN & NaN \\ +164 & 1849 & 922 & 7 & 60319 & 0.457545 & NaN & NaN & NaN \\ +165 & 1849 & 923 & 7 & 60319 & 0.319018 & NaN & NaN & NaN \\ +428 & 1849 & 924 & 7 & 60319 & NaN & -0.104502 & NaN & NaN \\ +429 & 1849 & 925 & 7 & 60319 & NaN & 0.170959 & NaN & NaN \\ +430 & 1849 & 926 & 7 & 60319 & NaN & 0.290241 & NaN & NaN \\ +528 & 1849 & 928 & 7 & 60319 & NaN & NaN & 0.264068 & NaN \\ +740 & 1849 & 929 & 7 & 60319 & NaN & NaN & NaN & 0.069011 \\ +223 & 1849 & 930 & 7 & 150319 & 0.303419 & NaN & NaN & NaN \\ +281 & 1849 & 931 & 7 & 280219 & 0.489258 & NaN & NaN & NaN \\ +282 & 1849 & 932 & 7 & 280219 & 0.124715 & NaN & NaN & NaN \\ +283 & 1849 & 933 & 7 & 280219 & 0.370358 & NaN & NaN & NaN \\ +376 & 1849 & 934 & 7 & 280219 & NaN & -0.200000 & NaN & NaN \\ +377 & 1849 & 935 & 7 & 280219 & NaN & -0.244970 & NaN & NaN \\ +378 & 1849 & 936 & 7 & 280219 & NaN & 0.082906 & NaN & NaN \\ +379 & 1849 & 937 & 7 & 280219 & NaN & -0.015202 & NaN & NaN \\ +556 & 1849 & 938 & 7 & 280219 & NaN & NaN & 0.375065 & NaN \\ +557 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.226143 & NaN \\ +690 & 1849 & 940 & 7 & 280219 & NaN & NaN & NaN & 0.008775 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_average_rate.csv new file mode 100644 index 000000000..7e715968b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_average_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,7.900526701780118,,, +85,1833,13,0,20719,,5.415361024068271,6.4568818960632015,9.526984232807758 +86,1833,14,0,20719,,16.681112074138277,16.498883296109867, +58,1833,23,0,200619,16.171078071871452,,, +127,1833,26,0,200619,,,6.990116501941698,6.953565118837293 +0,1833,30,0,260619,5.8685289509650325,,5.365089418156968, +1,1833,31,0,260619,2.6600886696223207,,3.5183919731995528,3.6158445860587833 +2,1833,32,0,260619,3.14343811460382,3.5669639136594715,3.411723528725478,2.6753881137531206 +67,1833,35,0,260619,,9.922493541128429,6.440107335122251,6.5158193200640016 +124,1833,37,0,260619,,,2.5400423340389, +10,1833,45,1,10719,2.5050417506958453,,, +11,1833,46,1,10719,7.11845197419957,,, +12,1833,47,1,10719,4.008400140002333,2.9385782148512374,, +13,1833,49,1,10719,16.140269004483407,,, +101,1833,53,1,10719,,0.2550212517709809,, +102,1833,55,1,10719,,4.863738644887073,, +52,1833,56,1,20719,13.329221948129874,,, +53,1833,57,1,20719,7.152143476231747,,8.155271842394745, +54,1833,58,1,20719,16.017734515634373,7.545503033535567,12.460415347178236, +87,1833,59,1,20719,,3.7302486832455495,, +134,1833,61,1,20719,,,,12.743758125270839 +135,1833,63,1,20719,,,,10.387012900430012 +3,1833,78,1,260619,17.50558351945065,,, +4,1833,79,1,260619,6.285209506983566,5.183765313776148,, +125,1833,83,1,260619,,,4.6850780846347435, +140,1833,86,1,260619,,,,2.209370876730017 +93,1833,89,1,290519,,19.36994749562463,, +94,1833,91,1,290519,,8.579048254021167,, +14,1833,96,2,10719,24.94208236803947,16.979748312359366,, +19,1833,106,2,50619,3.1017183619727,2.540211684307025,, +77,1833,108,2,50619,,5.2387698974914585,, +95,1833,117,2,290519,,6.193849487457286,, +15,1833,118,3,10719,15.163586059767663,,, +16,1833,121,3,10719,3.4983916398606643,3.103591965997166,, 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+69,1849,684,0,220319,,17.7881490124177,, +50,1849,715,1,110319,2.6434655066086634,2.771897658138178,, +73,1849,724,1,280219,,17.366447203933646,,11.620387346244865 +139,1849,835,4,150319,,,,3.6800613343555715 +43,1849,851,5,60319,23.736186809340467,,, +65,1849,932,7,280219,5.6619497641548735,,, +74,1849,937,7,280219,,9.485790482540203,, +105,1849,939,7,280219,,,12.72175536881418, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_average_rate.tex new file mode 100644 index 000000000..ef6e251f0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_average_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 7.900527 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 5.415361 & 6.456882 & 9.526984 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 16.681112 & 16.498883 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 16.171078 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 6.990117 & 6.953565 \\ +0 & 1833 & 30 & 0 & 260619 & 5.868529 & NaN & 5.365089 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 2.660089 & NaN & 3.518392 & 3.615845 \\ +2 & 1833 & 32 & 0 & 260619 & 3.143438 & 3.566964 & 3.411724 & 2.675388 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 9.922494 & 6.440107 & 6.515819 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 2.540042 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 2.505042 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 7.118452 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 4.008400 & 2.938578 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 16.140269 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.255021 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 4.863739 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 13.329222 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 7.152143 & NaN & 8.155272 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 16.017735 & 7.545503 & 12.460415 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 3.730249 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 12.743758 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 10.387013 \\ +3 & 1833 & 78 & 1 & 260619 & 17.505584 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 6.285210 & 5.183765 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 4.685078 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 2.209371 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 19.369947 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 8.579048 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 24.942082 & 16.979748 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 3.101718 & 2.540212 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 5.238770 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 6.193849 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 15.163586 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 3.498392 & 3.103592 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 9.927494 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 5.618802 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 2.523502 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 14.604307 & 13.224215 & 14.388813 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 5.415361 & NaN & 3.611787 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 2.921861 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 6.022068 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 2.580086 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 14.171181 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 16.111935 & 16.905564 \\ +5 & 1833 & 150 & 3 & 260619 & 14.575486 & 10.875906 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 2.618464 & 1.920160 & 4.378479 & 2.515042 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 12.689391 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 3.845256 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 12.350206 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 9.188946 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 6.021767 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 2.168369 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 7.190240 & 6.815227 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 3.140262 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 4.543409 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 18.362279 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 12.039337 & 8.820147 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 4.818787 \\ +32 & 1833 & 214 & 5 & 290519 & 3.871925 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 7.041784 \\ +21 & 1833 & 231 & 6 & 50619 & 6.940116 & 8.700725 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 17.105285 & 12.516043 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 12.258946 & 6.248854 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 4.218474 & 4.041734 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 4.338478 & 4.011734 \\ +7 & 1833 & 243 & 6 & 260619 & 8.153605 & 4.518710 & 7.348456 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 3.906992 & 6.171872 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.478349 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 3.941798 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 13.045217 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 9.128485 \\ +60 & 1833 & 250 & 6 & 200619 & 17.029469 & NaN & 23.070385 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 4.066938 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 3.823588 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 4.316954 & 2.776898 & 4.296738 & 4.070136 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 8.057338 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.441703 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 5.763525 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 8.670289 \\ +8 & 1833 & 263 & 6 & 260619 & 10.245342 & NaN & NaN & 10.778754 \\ +9 & 1833 & 265 & 6 & 260619 & 5.590186 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 9.425157 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 2.914011 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 9.558968 \\ +33 & 1833 & 278 & 6 & 290519 & 5.015334 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 3.903594 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 6.345212 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 22.855762 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 6.825228 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 8.585715 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 2.266742 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 8.922261 & 10.982582 & 13.060218 & 17.353912 \\ +35 & 1833 & 317 & 7 & 290519 & 3.023535 & NaN & 8.916964 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 7.403580 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 20.410034 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 23.627317 & NaN & NaN & 22.842428 \\ +48 & 1834 & 338 & 0 & 60319 & 3.757282 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 23.829128 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 20.662700 & 19.956330 & 19.323091 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 2.176776 & 3.103540 & 1.996697 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 2.856810 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 4.360073 \\ +38 & 1834 & 361 & 3 & 10319 & 0.582649 & 0.663389 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 4.036441 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 19.831653 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 19.689646 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 12.666056 & 16.040267 & 18.497283 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 2.626842 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 16.387759 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.198337 \\ +25 & 1839 & 609 & 5 & 120619 & 12.712302 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 24.407034 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 17.154191 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 11.185932 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 18.478641 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 10.021834 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 24.858738 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 1.361780 & 2.478457 & 2.198370 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 9.274106 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 8.511809 & 14.940996 & NaN & 9.423647 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 2.965247 & 2.178406 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 1.398450 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 11.028885 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 5.555278 & 3.975066 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 3.323389 \\ +37 & 1839 & 661 & 7 & 200619 & 9.112426 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 9.420157 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 3.490058 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 1.018418 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 17.788149 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 2.643466 & 2.771898 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 17.366447 & NaN & 11.620387 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 3.680061 \\ +43 & 1849 & 851 & 5 & 60319 & 23.736187 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 5.661950 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 9.485790 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 12.721755 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_border_score.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_border_score.csv new file mode 100644 index 000000000..bf85594f1 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_border_score.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.1572200820306836,,, +85,1833,13,0,20719,,0.14036793293577798,0.2703262237451444,0.23671737962094355 +86,1833,14,0,20719,,0.22225490730745967,0.22189844503367384, +58,1833,23,0,200619,0.2448549680041804,,, +127,1833,26,0,200619,,,0.24345377783653274,0.3666356267756441 +0,1833,30,0,260619,0.14694312343501234,,0.17732284980391375, +1,1833,31,0,260619,-0.025977719195274116,,0.12216238012015584,0.08501062195827959 +2,1833,32,0,260619,-0.02234218692139824,0.18014492801652107,-0.017359975431355045,-0.06253184084368575 +67,1833,35,0,260619,,0.16321258543740186,0.17925897618480954,0.23301660045586955 +124,1833,37,0,260619,,,0.221825327140117, +10,1833,45,1,10719,0.004572245574842582,,, +11,1833,46,1,10719,0.1460766715106036,,, +12,1833,47,1,10719,0.3208177569540486,0.2190123754990211,, +13,1833,49,1,10719,0.22823894854350915,,, +101,1833,53,1,10719,,0.045354540857401725,, +102,1833,55,1,10719,,0.2767364010670433,, +52,1833,56,1,20719,0.10841865722775504,,, +53,1833,57,1,20719,0.11148696582967688,,0.17472027809967006, +54,1833,58,1,20719,0.14930338818598365,0.17099112492550014,0.10354495634147208, +87,1833,59,1,20719,,0.04168100266673823,, +134,1833,61,1,20719,,,,0.11887902995312785 +135,1833,63,1,20719,,,,0.06071371279247091 +3,1833,78,1,260619,0.16009146291494328,,, +4,1833,79,1,260619,0.2323029683955946,0.1637287834917445,, +125,1833,83,1,260619,,,0.2311983844229284, +140,1833,86,1,260619,,,,0.2141000980366993 +93,1833,89,1,290519,,0.2453906064151297,, +94,1833,91,1,290519,,0.14514926009209173,, +14,1833,96,2,10719,0.1375997903018883,0.2747799144538841,, +19,1833,106,2,50619,0.13348679688280374,0.011692785126448977,, +77,1833,108,2,50619,,0.08076649767500597,, +95,1833,117,2,290519,,0.26999032506409715,, +15,1833,118,3,10719,0.35890302265370083,,, 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+70,1834,381,3,150319,,0.09510652976084402,0.14921903605026302,0.273054837164092 +66,1834,482,6,220319,,0.26101189014763904,, +84,1834,518,7,110319,,0.2772772124004277,, +132,1839,577,1,120619,,,,0.1196160667668618 +25,1839,609,5,120619,0.09540923791430687,,, +96,1839,611,5,120619,,0.2372052806263677,, +122,1839,612,5,120619,,,0.2358331533307273, +36,1839,613,5,200619,0.19272406994412536,,, +27,1839,615,5,290519,0.32228268819208483,,, +28,1839,616,5,290519,0.20820678461668804,,, +71,1839,617,5,290519,,0.1640014657640334,, +97,1839,629,6,120619,,0.1130820393623224,0.04307235960214482,0.05561840665326212 +100,1839,645,6,200619,,0.24861965809743264,, +49,1839,655,7,60619,0.34291465294614176,0.2685629945287661,,0.27420031175867915 +110,1839,656,7,60619,,,0.11074654490930254,0.12899331253999294 +111,1839,657,7,60619,,,0.21423033986110104, +26,1839,658,7,120619,0.22542117333534914,,, +123,1839,659,7,120619,,,0.11566005781103493,0.010460530543594209 +133,1839,660,7,120619,,,,0.0682103626537775 +37,1839,661,7,200619,0.21333646926771985,,, +29,1839,666,7,290519,0.2833470082583617,,, +30,1839,667,7,290519,0.0841738993479348,,, +72,1839,671,7,290519,,0.07914201674489675,, +69,1849,684,0,220319,,0.17490962098926394,, +50,1849,715,1,110319,0.42165762137420826,0.2347524222253179,, +73,1849,724,1,280219,,0.3885870006716569,,0.2760650728135576 +139,1849,835,4,150319,,,,0.25090270925455593 +43,1849,851,5,60319,0.24497021033495375,,, +65,1849,932,7,280219,0.15998536212690825,,, +74,1849,937,7,280219,,0.2818978609692658,, +105,1849,939,7,280219,,,0.2817902228563397, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_border_score.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_border_score.tex new file mode 100644 index 000000000..f74f02edf --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_border_score.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.157220 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.140368 & 0.270326 & 0.236717 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.222255 & 0.221898 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.244855 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.243454 & 0.366636 \\ +0 & 1833 & 30 & 0 & 260619 & 0.146943 & NaN & 0.177323 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & -0.025978 & NaN & 0.122162 & 0.085011 \\ +2 & 1833 & 32 & 0 & 260619 & -0.022342 & 0.180145 & -0.017360 & -0.062532 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.163213 & 0.179259 & 0.233017 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.221825 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.004572 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.146077 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.320818 & 0.219012 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.228239 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.045355 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.276736 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.108419 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.111487 & NaN & 0.174720 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.149303 & 0.170991 & 0.103545 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.041681 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.118879 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.060714 \\ +3 & 1833 & 78 & 1 & 260619 & 0.160091 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.232303 & 0.163729 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.231198 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.214100 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.245391 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.145149 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.137600 & 0.274780 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.133487 & 0.011693 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.080766 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.269990 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.358903 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.141898 & 0.065264 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.284666 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.065787 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.164430 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.112048 & 0.216843 & 0.096316 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.050321 & NaN & 0.174748 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.130883 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.137211 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & -0.002501 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.316196 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.149856 & 0.282939 \\ +5 & 1833 & 150 & 3 & 260619 & 0.315705 & 0.330532 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.059848 & 0.001427 & 0.149999 & 0.136117 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.071890 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.158650 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.123335 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.208286 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.200000 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.050058 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.133581 & 0.270906 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.110216 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.177642 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.068424 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.263534 & 0.128511 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.073980 \\ +32 & 1833 & 214 & 5 & 290519 & 0.139919 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.151474 \\ +21 & 1833 & 231 & 6 & 50619 & 0.147441 & 0.190011 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.194473 & 0.224389 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.228663 & 0.219540 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.054108 & 0.191253 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.200521 & 0.047197 \\ +7 & 1833 & 243 & 6 & 260619 & 0.084822 & 0.245212 & 0.194179 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.233203 & 0.061627 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.071058 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.176281 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.176644 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.218693 \\ +60 & 1833 & 250 & 6 & 200619 & 0.166124 & NaN & 0.101608 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.091887 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.139218 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.135618 & 0.075332 & 0.107073 & 0.227232 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.232553 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.141736 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.190396 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.244173 \\ +8 & 1833 & 263 & 6 & 260619 & 0.167457 & NaN & NaN & 0.142673 \\ +9 & 1833 & 265 & 6 & 260619 & 0.067008 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.085403 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.028497 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.240038 \\ +33 & 1833 & 278 & 6 & 290519 & 0.091313 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.101842 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.140844 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.164109 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & -0.007650 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.121203 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.186121 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.245173 & 0.275574 & 0.194035 & 0.293036 \\ +35 & 1833 & 317 & 7 & 290519 & 0.025435 & NaN & 0.194758 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.137111 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.099912 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.230251 & NaN & NaN & 0.172420 \\ +48 & 1834 & 338 & 0 & 60319 & 0.213870 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.186101 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.144252 & 0.306396 & 0.266268 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.040313 & 0.159274 & 0.021491 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.351107 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.219922 \\ +38 & 1834 & 361 & 3 & 10319 & 0.122843 & 0.255009 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.230876 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.094647 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.205281 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.095107 & 0.149219 & 0.273055 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.261012 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.277277 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.119616 \\ +25 & 1839 & 609 & 5 & 120619 & 0.095409 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.237205 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.235833 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.192724 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.322283 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.208207 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.164001 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.113082 & 0.043072 & 0.055618 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.248620 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.342915 & 0.268563 & NaN & 0.274200 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.110747 & 0.128993 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.214230 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.225421 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.115660 & 0.010461 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.068210 \\ +37 & 1839 & 661 & 7 & 200619 & 0.213336 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.283347 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.084174 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.079142 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.174910 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.421658 & 0.234752 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.388587 & NaN & 0.276065 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.250903 \\ +43 & 1849 & 851 & 5 & 60319 & 0.244970 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.159985 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.281898 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.281790 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_burst_event_ratio.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_burst_event_ratio.csv new file mode 100644 index 000000000..410e463a3 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_burst_event_ratio.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.07116788321167883,,, +85,1833,13,0,20719,,0.03883183568677792,0.05743336081341027,0.0595371407241508 +86,1833,14,0,20719,,0.22286087524493794,0.2221187117380889, +58,1833,23,0,200619,0.16079460269865067,,, +127,1833,26,0,200619,,,0.08142559833506764,0.049106018635104505 +0,1833,30,0,260619,0.17454160789844853,,0.20926517571884984, +1,1833,31,0,260619,0.13126843657817108,,0.13628715647784634,0.08504273504273505 +2,1833,32,0,260619,0.2199025748086291,0.236085626911315,0.22918011620400255,0.1655085281111813 +67,1833,35,0,260619,,0.22651080723423025,0.2333446060196145,0.19386666666666666 +124,1833,37,0,260619,,,0.055244755244755236, 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+77,1833,108,2,50619,,0.27093821510297483,, +95,1833,117,2,290519,,0.2511779630300834,, +15,1833,118,3,10719,0.21306444541867606,,, +16,1833,121,3,10719,0.3811239193083574,0.3521703521703522,, +103,1833,124,3,10719,,0.07219106205898318,, +104,1833,128,3,10719,,0.2571785268414482,, +55,1833,129,3,20719,0.14012251148545174,,, +56,1833,130,3,20719,0.3382407066617593,0.3475548400080499,0.335933147632312, +57,1833,132,3,20719,0.3324287652645861,,0.3595505617977528, +88,1833,134,3,20719,,0.3002461033634126,, +89,1833,135,3,20719,,0.3930371049015117,, +118,1833,136,3,20719,,,0.18966908797417276, +79,1833,144,3,120619,,0.18263034563561806,, +128,1833,149,3,200619,,,0.17425310937299654,0.16556688662267546 +5,1833,150,3,260619,0.20791168353265868,0.19019735415311206,, +40,1833,168,4,120619,0.1734059097978227,0.125,0.10763293310463122,0.12348484848484848 +80,1833,171,4,120619,,0.1827296248382924,, +59,1833,174,4,200619,0.21023965141612197,,, +129,1833,176,4,200619,,,0.16437023828821526, 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+70,1834,381,3,150319,,0.2754689223979404,0.2711267605633803,0.2721471471471472 +66,1834,482,6,220319,,0.03759894459102903,, +84,1834,518,7,110319,,0.2948453608247423,, +132,1839,577,1,120619,,,,0.00847457627118644 +25,1839,609,5,120619,0.2882849109653233,,, +96,1839,611,5,120619,,0.26049382716049385,, +122,1839,612,5,120619,,,0.3758842949221821, +36,1839,613,5,200619,0.2758189025662424,,, +27,1839,615,5,290519,0.3649268076297501,,, +28,1839,616,5,290519,0.30656407790334217,,, +71,1839,617,5,290519,,0.3511359965543233,, +97,1839,629,6,120619,,0.15519765739385066,0.26756756756756755,0.2073288331726133 +100,1839,645,6,200619,,0.21056289089645588,, +49,1839,655,7,60619,0.20519221168247628,0.28204339129096784,,0.19735391400220506 +110,1839,656,7,60619,,,0.2040085898353615,0.14655942806076855 +111,1839,657,7,60619,,,0.04375, +26,1839,658,7,120619,0.26688977201422304,,, +123,1839,659,7,120619,,,0.24576954069298956,0.19 +133,1839,660,7,120619,,,,0.2079589216944801 +37,1839,661,7,200619,0.2506059137178866,,, +29,1839,666,7,290519,0.2821555668530757,,, +30,1839,667,7,290519,0.29345670852610706,,, +72,1839,671,7,290519,,0.2222222222222222,, +69,1849,684,0,220319,,0.2733973937080427,, +50,1849,715,1,110319,0.08013937282229965,0.0781563126252505,, +73,1849,724,1,280219,,0.28357380688124306,,0.22122571001494767 +139,1849,835,4,150319,,,,0.08846153846153848 +43,1849,851,5,60319,0.34171647682417955,,, +65,1849,932,7,280219,0.16264204545454544,,, +74,1849,937,7,280219,,0.1967684816290394,, +105,1849,939,7,280219,,,0.25572305974316023, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_burst_event_ratio.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_burst_event_ratio.tex new file mode 100644 index 000000000..0c361a106 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_burst_event_ratio.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.071168 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.038832 & 0.057433 & 0.059537 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.222861 & 0.222119 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.160795 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.081426 & 0.049106 \\ +0 & 1833 & 30 & 0 & 260619 & 0.174542 & NaN & 0.209265 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.131268 & NaN & 0.136287 & 0.085043 \\ +2 & 1833 & 32 & 0 & 260619 & 0.219903 & 0.236086 & 0.229180 & 0.165509 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.226511 & 0.233345 & 0.193867 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.055245 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.155712 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.243235 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.152860 & 0.173616 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.276699 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.055172 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.210594 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.208106 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.235872 & NaN & 0.260107 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.311480 & 0.200110 & 0.281273 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.317589 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.233345 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.324299 \\ +3 & 1833 & 78 & 1 & 260619 & 0.306859 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.237569 & 0.215025 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.109047 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.132939 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.214302 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.200917 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.284131 & 0.231152 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.206044 & 0.187652 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.270938 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.251178 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.213064 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.381124 & 0.352170 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.072191 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.257179 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.140123 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.338241 & 0.347555 & 0.335933 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.332429 & NaN & 0.359551 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.300246 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.393037 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.189669 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.182630 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.174253 & 0.165567 \\ +5 & 1833 & 150 & 3 & 260619 & 0.207912 & 0.190197 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.173406 & 0.125000 & 0.107633 & 0.123485 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.182730 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.210240 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.164370 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.109465 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.188416 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.161228 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.212418 & 0.137372 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.216366 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.149932 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.266282 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.295628 & 0.239830 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.158284 \\ +32 & 1833 & 214 & 5 & 290519 & 0.098991 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.182966 \\ +21 & 1833 & 231 & 6 & 50619 & 0.154577 & 0.204678 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.247001 & 0.225981 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.263790 & 0.263431 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.278022 & 0.192029 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.218595 & 0.153808 \\ +7 & 1833 & 243 & 6 & 260619 & 0.237055 & 0.160090 & 0.200000 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.216261 & 0.200068 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.025000 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.100904 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.165428 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.122961 \\ +60 & 1833 & 250 & 6 & 200619 & 0.231145 & NaN & 0.270219 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.200211 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.163761 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.296582 & 0.325088 & 0.306452 & 0.198662 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.138762 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.019231 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.113704 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.103782 \\ +8 & 1833 & 263 & 6 & 260619 & 0.209871 & NaN & NaN & 0.160457 \\ +9 & 1833 & 265 & 6 & 260619 & 0.187383 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.227924 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.128394 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.144325 \\ +33 & 1833 & 278 & 6 & 290519 & 0.170230 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.263218 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.143033 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.305695 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.195823 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.141069 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.058731 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.102876 & 0.128609 & 0.134816 & 0.173090 \\ +35 & 1833 & 317 & 7 & 290519 & 0.040253 & NaN & 0.114425 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.113677 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.348121 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.338465 & NaN & NaN & 0.263809 \\ +48 & 1834 & 338 & 0 & 60319 & 0.241779 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.300251 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.321563 & 0.335373 & 0.296912 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.225146 & 0.211773 & 0.203842 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.122748 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.190766 \\ +38 & 1834 & 361 & 3 & 10319 & 0.144828 & 0.187692 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.091120 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.369109 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.308397 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.275469 & 0.271127 & 0.272147 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.037599 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.294845 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.008475 \\ +25 & 1839 & 609 & 5 & 120619 & 0.288285 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.260494 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.375884 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.275819 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.364927 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.306564 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.351136 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.155198 & 0.267568 & 0.207329 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.210563 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.205192 & 0.282043 & NaN & 0.197354 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.204009 & 0.146559 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.043750 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.266890 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.245770 & 0.190000 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.207959 \\ +37 & 1839 & 661 & 7 & 200619 & 0.250606 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.282156 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.293457 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.222222 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.273397 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.080139 & 0.078156 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.283574 & NaN & 0.221226 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.088462 \\ +43 & 1849 & 851 & 5 & 60319 & 0.341716 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.162642 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.196768 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.255723 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_field_area.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_field_area.csv new file mode 100644 index 000000000..e299df59b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_field_area.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.41059072,,, +85,1833,13,0,20719,,0.38236592,0.40658016,0.41676032 +86,1833,14,0,20719,,0.34041279999999996,0.33089024, +58,1833,23,0,200619,0.35006560000000003,,, +127,1833,26,0,200619,,,0.38472576,0.3588696 +0,1833,30,0,260619,0.4109376,,0.4433392, +1,1833,31,0,260619,0.52271584,,0.42268992,0.40857056 +2,1833,32,0,260619,0.4505969600000001,0.43694688,0.47807456,0.46190704 +67,1833,35,0,260619,,0.35479712,0.38907056,0.35375584 +124,1833,37,0,260619,,,0.4041664, +10,1833,45,1,10719,0.48440352,,, +11,1833,46,1,10719,0.43883392,,, +12,1833,47,1,10719,0.40212192,0.39926848,, +13,1833,49,1,10719,0.3806444800000001,,, +101,1833,53,1,10719,,0.46307440000000005,, +102,1833,55,1,10719,,0.3687712,, +52,1833,56,1,20719,0.4131499200000001,,, +53,1833,57,1,20719,0.4436384,,0.42384208, +54,1833,58,1,20719,0.3799248,0.36264464,0.35443936, +87,1833,59,1,20719,,0.42493984,, +134,1833,61,1,20719,,,,0.39357888 +135,1833,63,1,20719,,,,0.3954428800000001 +3,1833,78,1,260619,0.3883008,,, +4,1833,79,1,260619,0.39994336,0.36648032,, +125,1833,83,1,260619,,,0.41818496, +140,1833,86,1,260619,,,,0.4414476800000001 +93,1833,89,1,290519,,0.40606224,, +94,1833,91,1,290519,,0.41386736,, +14,1833,96,2,10719,0.43841792,0.35899456,, +19,1833,106,2,50619,0.47112352,0.47927984,, +77,1833,108,2,50619,,0.43981568,, +95,1833,117,2,290519,,0.36609536,, +15,1833,118,3,10719,0.36315072,,, +16,1833,121,3,10719,0.44261088,0.3990152,, +103,1833,124,3,10719,,0.4068192000000001,, +104,1833,128,3,10719,,0.43617936,, +55,1833,129,3,20719,0.419584,,, +56,1833,130,3,20719,0.39922272,0.37334224,0.40207744, +57,1833,132,3,20719,0.48393919999999996,,0.41314016, +88,1833,134,3,20719,,0.43025632,, +89,1833,135,3,20719,,0.40880832,, +118,1833,136,3,20719,,,0.44917472, +79,1833,144,3,120619,,0.35935872,, +128,1833,149,3,200619,,,0.38122688,0.38163808 +5,1833,150,3,260619,0.35320640000000003,0.38664192,, +40,1833,168,4,120619,0.5254928000000001,0.45670752,0.4819683200000001,0.48913168 +80,1833,171,4,120619,,0.3979808,, +59,1833,174,4,200619,0.49936032,,, +129,1833,176,4,200619,,,0.38929792, +31,1833,179,4,290519,0.3971184,,, +17,1833,185,5,10719,0.38853152,,, +18,1833,186,5,10719,0.5158888,,, +119,1833,195,5,20719,,,0.38799136,0.42225504 +81,1833,202,5,120619,,0.44657168,, +130,1833,204,5,200619,,,0.38191168, +6,1833,205,5,260619,0.4045648000000001,,, +68,1833,206,5,260619,,0.38849024,0.4062744, +141,1833,210,5,260619,,,,0.4006896 +32,1833,214,5,290519,0.39414848,,, +146,1833,218,5,290519,,,,0.40472288 +21,1833,231,6,50619,0.41246752,0.4327864,, +22,1833,232,6,50619,0.408488,0.34675488000000004,, +41,1833,233,6,120619,0.3396198400000001,0.4289470400000001,, +113,1833,234,6,120619,,,0.48643744,0.45053888 +114,1833,240,6,120619,,,0.45613088,0.47809024 +7,1833,243,6,260619,0.38416736,0.36117776,0.37608928, +82,1833,244,6,120619,,0.45863999999999994,0.4745808, +115,1833,245,6,120619,,,0.4181808, +116,1833,246,6,120619,,,0.3757908800000001, +144,1833,248,6,120619,,,,0.37677664 +145,1833,249,6,120619,,,,0.36268384 +60,1833,250,6,200619,0.40210928,,0.3870224, +61,1833,251,6,200619,0.40085568,,, +62,1833,252,6,200619,0.41480544,,, +63,1833,253,6,200619,0.47115872,0.4500579200000001,0.48169248,0.43093984 +91,1833,254,6,200619,,0.3864008,, +92,1833,257,6,200619,,0.37701408,, +137,1833,260,6,200619,,,,0.39947744 +138,1833,261,6,200619,,,,0.42058176 +8,1833,263,6,260619,0.43346752,,,0.47507456 +9,1833,265,6,260619,0.4530115200000001,,, +126,1833,270,6,260619,,,0.36248959999999997, +142,1833,274,6,260619,,,,0.43031648 +143,1833,275,6,260619,,,,0.39676032 +33,1833,278,6,290519,0.44142304,,, +34,1833,279,6,290519,0.44529648,,, +106,1833,284,6,290519,,,0.4468966400000001, +107,1833,285,6,290519,,,0.3810387200000001, +108,1833,286,6,290519,,,0.44077888, +83,1833,301,7,120619,,0.41548,, +117,1833,302,7,120619,,,0.43025328, +64,1833,304,7,200619,0.40408352,0.4135574400000001,0.38496288,0.43566704 +35,1833,317,7,290519,0.41162784,,0.39023328, +109,1833,322,7,290519,,,0.44207840000000004, +75,1834,329,0,10319,,0.4184284800000001,, +47,1834,332,0,60319,0.3814595200000001,,,0.36603424 +48,1834,338,0,60319,0.5142968,,, +120,1834,356,2,120319,,,0.4153072, +44,1834,357,2,220319,0.45219184,0.43045024,0.39469712, +45,1834,358,2,220319,0.58902496,0.51694944,0.5532387200000001, +46,1834,359,2,220319,0.35038304,,, +136,1834,360,2,220319,,,,0.47555072 +38,1834,361,3,10319,0.54590576,0.59319568,, +39,1834,362,3,10319,0.39288752,,, +76,1834,364,3,10319,,0.43820512,, +24,1834,379,3,150319,0.4131024,,, +70,1834,381,3,150319,,0.45374688,0.39304304,0.39955632 +66,1834,482,6,220319,,0.43604128,, +84,1834,518,7,110319,,0.41345328,, +132,1839,577,1,120619,,,,0.53835088 +25,1839,609,5,120619,0.4495456000000001,,, +96,1839,611,5,120619,,0.3642057600000001,, +122,1839,612,5,120619,,,0.4200889600000001, +36,1839,613,5,200619,0.4200832000000001,,, +27,1839,615,5,290519,0.4914579200000001,,, +28,1839,616,5,290519,0.40911104,,, +71,1839,617,5,290519,,0.4053624,, +97,1839,629,6,120619,,0.53780048,0.55729248,0.51303264 +100,1839,645,6,200619,,0.39781728,, +49,1839,655,7,60619,0.4529668800000001,0.37308832,,0.37863504 +110,1839,656,7,60619,,,0.4819696,0.5021296000000001 +111,1839,657,7,60619,,,0.37617344, +26,1839,658,7,120619,0.39054976,,, +123,1839,659,7,120619,,,0.55768032,0.5520998400000001 +133,1839,660,7,120619,,,,0.5085147200000001 +37,1839,661,7,200619,0.39961792,,, +29,1839,666,7,290519,0.43064928,,, +30,1839,667,7,290519,0.5072504,,, +72,1839,671,7,290519,,0.56251376,, +69,1849,684,0,220319,,0.3892368,, +50,1849,715,1,110319,0.50056064,0.40399728,, +73,1849,724,1,280219,,0.45532752,,0.46558112 +139,1849,835,4,150319,,,,0.41294719999999996 +43,1849,851,5,60319,0.3809041600000001,,, +65,1849,932,7,280219,0.5134768000000001,,, +74,1849,937,7,280219,,0.45435488,, +105,1849,939,7,280219,,,0.42172192, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_field_area.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_field_area.tex new file mode 100644 index 000000000..51d9c51c1 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_field_area.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.410591 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.382366 & 0.406580 & 0.416760 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.340413 & 0.330890 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.350066 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.384726 & 0.358870 \\ +0 & 1833 & 30 & 0 & 260619 & 0.410938 & NaN & 0.443339 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.522716 & NaN & 0.422690 & 0.408571 \\ +2 & 1833 & 32 & 0 & 260619 & 0.450597 & 0.436947 & 0.478075 & 0.461907 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.354797 & 0.389071 & 0.353756 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.404166 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.484404 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.438834 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.402122 & 0.399268 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.380644 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.463074 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.368771 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.413150 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.443638 & NaN & 0.423842 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.379925 & 0.362645 & 0.354439 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.424940 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.393579 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.395443 \\ +3 & 1833 & 78 & 1 & 260619 & 0.388301 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.399943 & 0.366480 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.418185 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.441448 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.406062 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.413867 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.438418 & 0.358995 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.471124 & 0.479280 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.439816 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.366095 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.363151 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.442611 & 0.399015 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.406819 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.436179 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.419584 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.399223 & 0.373342 & 0.402077 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.483939 & NaN & 0.413140 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.430256 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.408808 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.449175 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.359359 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.381227 & 0.381638 \\ +5 & 1833 & 150 & 3 & 260619 & 0.353206 & 0.386642 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.525493 & 0.456708 & 0.481968 & 0.489132 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.397981 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.499360 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.389298 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.397118 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.388532 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.515889 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.387991 & 0.422255 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.446572 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.381912 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.404565 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.388490 & 0.406274 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.400690 \\ +32 & 1833 & 214 & 5 & 290519 & 0.394148 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.404723 \\ +21 & 1833 & 231 & 6 & 50619 & 0.412468 & 0.432786 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.408488 & 0.346755 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.339620 & 0.428947 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.486437 & 0.450539 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.456131 & 0.478090 \\ +7 & 1833 & 243 & 6 & 260619 & 0.384167 & 0.361178 & 0.376089 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.458640 & 0.474581 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.418181 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.375791 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.376777 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.362684 \\ +60 & 1833 & 250 & 6 & 200619 & 0.402109 & NaN & 0.387022 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.400856 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.414805 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.471159 & 0.450058 & 0.481692 & 0.430940 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.386401 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.377014 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.399477 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.420582 \\ +8 & 1833 & 263 & 6 & 260619 & 0.433468 & NaN & NaN & 0.475075 \\ +9 & 1833 & 265 & 6 & 260619 & 0.453012 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.362490 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.430316 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.396760 \\ +33 & 1833 & 278 & 6 & 290519 & 0.441423 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.445296 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.446897 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.381039 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.440779 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.415480 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.430253 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.404084 & 0.413557 & 0.384963 & 0.435667 \\ +35 & 1833 & 317 & 7 & 290519 & 0.411628 & NaN & 0.390233 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.442078 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.418428 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.381460 & NaN & NaN & 0.366034 \\ +48 & 1834 & 338 & 0 & 60319 & 0.514297 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.415307 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.452192 & 0.430450 & 0.394697 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.589025 & 0.516949 & 0.553239 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.350383 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.475551 \\ +38 & 1834 & 361 & 3 & 10319 & 0.545906 & 0.593196 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.392888 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.438205 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.413102 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.453747 & 0.393043 & 0.399556 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.436041 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.413453 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.538351 \\ +25 & 1839 & 609 & 5 & 120619 & 0.449546 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.364206 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.420089 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.420083 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.491458 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.409111 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.405362 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.537800 & 0.557292 & 0.513033 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.397817 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.452967 & 0.373088 & NaN & 0.378635 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.481970 & 0.502130 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.376173 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.390550 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.557680 & 0.552100 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.508515 \\ +37 & 1839 & 661 & 7 & 200619 & 0.399618 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.430649 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.507250 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.562514 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.389237 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.500561 & 0.403997 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.455328 & NaN & 0.465581 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.412947 \\ +43 & 1849 & 851 & 5 & 60319 & 0.380904 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.513477 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.454355 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.421722 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_gridness.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_gridness.csv new file mode 100644 index 000000000..90864486b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_gridness.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.7826579253073866,,, 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+73,1849,724,1,280219,,-0.5169140199863039,,0.4926446569795632 +139,1849,835,4,150319,,,,0.4022810085630083 +43,1849,851,5,60319,0.2136938881596021,,, +65,1849,932,7,280219,0.5275768467810594,,, +74,1849,937,7,280219,,0.2918447704702685,, +105,1849,939,7,280219,,,0.593321044180657, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_gridness.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_gridness.tex new file mode 100644 index 000000000..888016c79 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_gridness.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.782658 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & -0.223869 & 0.443311 & -0.279522 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.048667 & 0.692636 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.390350 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.689834 & 0.388318 \\ +0 & 1833 & 30 & 0 & 260619 & 0.583162 & NaN & 0.707562 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.871068 & NaN & 0.723125 & 0.276097 \\ +2 & 1833 & 32 & 0 & 260619 & 0.778470 & 0.869246 & 0.850276 & 0.461941 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & -0.132301 & 0.239859 & 0.045220 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.686701 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.668292 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.981460 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.527316 & 0.416850 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.460999 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.264735 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.644132 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.558455 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.973547 & NaN & 0.757064 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.174125 & 0.614731 & 0.095325 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.918641 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.369726 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.663367 \\ +3 & 1833 & 78 & 1 & 260619 & 0.220096 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.400698 & -0.180023 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.924455 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.530834 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.320578 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.351151 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.339711 & -0.044924 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.486253 & 0.200427 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.270405 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.233193 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.635371 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.944474 & 0.342629 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.256794 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.881815 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.959619 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.973930 & -0.069094 & 0.808202 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 1.074084 & NaN & 1.077562 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.946161 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.672945 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.526189 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 1.148008 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.504046 & -0.305746 \\ +5 & 1833 & 150 & 3 & 260619 & 0.300891 & -0.083596 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.855000 & 0.554520 & 0.814639 & 0.595547 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.370398 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 1.067226 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.795171 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.663195 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.623151 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.608093 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.303250 & 0.761806 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.302268 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.862697 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.335823 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.271613 & 0.505806 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.404010 \\ +32 & 1833 & 214 & 5 & 290519 & 0.396390 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.270347 \\ +21 & 1833 & 231 & 6 & 50619 & 0.194735 & -0.095702 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.112346 & 0.352665 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.354935 & 0.342758 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.998639 & 0.763302 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.879100 & 0.192510 \\ +7 & 1833 & 243 & 6 & 260619 & 0.213234 & -0.201592 & 0.316355 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.613980 & 0.796564 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.843217 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.779423 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.616108 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.330624 \\ +60 & 1833 & 250 & 6 & 200619 & 0.711432 & NaN & 0.326396 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.830980 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.390126 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 1.102212 & 0.975555 & 0.781068 & 0.941709 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.358427 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.798332 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.504105 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.307282 \\ +8 & 1833 & 263 & 6 & 260619 & 0.902351 & NaN & NaN & -0.206885 \\ +9 & 1833 & 265 & 6 & 260619 & 0.792136 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.333209 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.907361 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.392636 \\ +33 & 1833 & 278 & 6 & 290519 & 0.694343 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.559591 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.609635 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.203862 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.306959 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.200427 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.437075 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.317431 & 0.346084 & -0.288004 & -0.046105 \\ +35 & 1833 & 317 & 7 & 290519 & -0.162584 & NaN & 0.711047 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.740135 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.765292 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.390211 & NaN & NaN & 0.818522 \\ +48 & 1834 & 338 & 0 & 60319 & 0.557903 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.292039 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & -0.373522 & 0.022074 & 0.325888 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.282903 & 0.001879 & -0.019623 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.259218 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.380729 \\ +38 & 1834 & 361 & 3 & 10319 & -0.322464 & 0.464434 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.814330 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.269394 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.694247 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 1.038906 & 0.511716 & 0.677677 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.667488 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.763848 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.777428 \\ +25 & 1839 & 609 & 5 & 120619 & 0.384788 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.766839 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.518686 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.338509 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.318169 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.819299 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.341846 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.176691 & 0.918229 & 0.952907 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.596323 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.559502 & 0.916666 & NaN & 0.457813 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.373986 & 0.966688 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.456464 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.528933 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.894931 & 0.787194 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 1.154121 \\ +37 & 1839 & 661 & 7 & 200619 & 0.885662 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.641100 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.695536 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.768541 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.444935 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & -0.684658 & 0.393498 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & -0.516914 & NaN & 0.492645 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.402281 \\ +43 & 1849 & 851 & 5 & 60319 & 0.213694 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.527577 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.291845 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.593321 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_head_mean_vec_len.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_head_mean_vec_len.csv new file mode 100644 index 000000000..ff5aa3eac --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_head_mean_vec_len.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 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+30,1839,667,7,290519,0.3190843176075092,,, +72,1839,671,7,290519,,0.2379807839511575,, +69,1849,684,0,220319,,0.01888948969070676,, +50,1849,715,1,110319,0.1128554054910062,0.10253941992525037,, +73,1849,724,1,280219,,0.01822019842934812,,0.05540721566186685 +139,1849,835,4,150319,,,,0.11146015334368976 +43,1849,851,5,60319,0.04286757797060613,,, +65,1849,932,7,280219,0.08268501279308525,,, +74,1849,937,7,280219,,0.06032790660323217,, +105,1849,939,7,280219,,,0.04990887988535469, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_head_mean_vec_len.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_head_mean_vec_len.tex new file mode 100644 index 000000000..1ffa49123 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_head_mean_vec_len.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.095146 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.037082 & 0.028014 & 0.078160 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.023391 & 0.035208 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.038408 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.070469 & 0.094689 \\ +0 & 1833 & 30 & 0 & 260619 & 0.150073 & NaN & 0.024251 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.113297 & NaN & 0.182694 & 0.096482 \\ +2 & 1833 & 32 & 0 & 260619 & 0.114586 & 0.103552 & 0.060938 & 0.156114 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.086959 & 0.077391 & 0.057652 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.007321 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.050913 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.102857 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.143358 & 0.137136 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.031286 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.396078 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.113051 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.024374 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.057459 & NaN & 0.034846 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.031740 & 0.003392 & 0.018672 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.105646 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.085165 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.028553 \\ +3 & 1833 & 78 & 1 & 260619 & 0.092710 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.026708 & 0.151640 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.025597 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.063527 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.017694 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.050406 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.022188 & 0.055051 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.084967 & 0.220139 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.189018 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.075495 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.024545 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.054395 & 0.137602 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.037991 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.151615 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.052622 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.015990 & 0.095342 & 0.061127 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.096157 & NaN & 0.138861 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.161738 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.117275 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.102879 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.052375 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.008458 & 0.046558 \\ +5 & 1833 & 150 & 3 & 260619 & 0.049973 & 0.102010 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.127555 & 0.132587 & 0.030078 & 0.130097 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.047221 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.038618 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.037965 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.030001 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.080267 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.163687 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.107525 & 0.047463 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.223959 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.129197 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.052925 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.113962 & 0.063841 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.042698 \\ +32 & 1833 & 214 & 5 & 290519 & 0.173794 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.064107 \\ +21 & 1833 & 231 & 6 & 50619 & 0.082170 & 0.069408 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.036215 & 0.014519 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.086967 & 0.042733 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.088013 & 0.053059 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.066159 & 0.098980 \\ +7 & 1833 & 243 & 6 & 260619 & 0.102444 & 0.015570 & 0.159124 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.166651 & 0.105204 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.100298 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.043765 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.055522 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.055236 \\ +60 & 1833 & 250 & 6 & 200619 & 0.045856 & NaN & 0.055697 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.153295 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.096924 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.073602 & 0.199068 & 0.048827 & 0.159206 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.063392 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.102614 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.061776 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.008765 \\ +8 & 1833 & 263 & 6 & 260619 & 0.086463 & NaN & NaN & 0.090230 \\ +9 & 1833 & 265 & 6 & 260619 & 0.087945 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.120319 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.040994 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.045049 \\ +33 & 1833 & 278 & 6 & 290519 & 0.095725 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.186203 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.067423 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.092873 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.043741 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.081948 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.111686 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.033323 & 0.029690 & 0.101372 & 0.047262 \\ +35 & 1833 & 317 & 7 & 290519 & 0.220116 & NaN & 0.035111 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.070165 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.030750 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.012499 & NaN & NaN & 0.035724 \\ +48 & 1834 & 338 & 0 & 60319 & 0.065872 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.016420 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.025516 & 0.031014 & 0.037927 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.232091 & 0.074006 & 0.140206 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.082679 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.143939 \\ +38 & 1834 & 361 & 3 & 10319 & 0.260026 & 0.175971 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.087735 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.007730 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.037509 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.080700 & 0.031258 & 0.071739 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.108320 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.057155 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.197489 \\ +25 & 1839 & 609 & 5 & 120619 & 0.066089 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.030552 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.022316 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.033664 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.080284 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.050208 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.019791 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.095764 & 0.189999 & 0.064103 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.092885 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.070641 & 0.030190 & NaN & 0.072362 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.141106 & 0.141634 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.055416 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.039807 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.036877 & 0.030545 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.170615 \\ +37 & 1839 & 661 & 7 & 200619 & 0.030426 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.101403 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.319084 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.237981 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.018889 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.112855 & 0.102539 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.018220 & NaN & 0.055407 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.111460 \\ +43 & 1849 & 851 & 5 & 60319 & 0.042868 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.082685 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.060328 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.049909 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_in_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_in_field_mean_rate.csv new file mode 100644 index 000000000..a6e70e931 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_in_field_mean_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,13.575984615062199,,, +85,1833,13,0,20719,,8.197659920117783,10.840337936391348,13.479423743239376 +86,1833,14,0,20719,,20.74168711619333,22.48345520620512, +58,1833,23,0,200619,21.441693139045988,,, +127,1833,26,0,200619,,,11.362568006720322,11.066635243705957 +0,1833,30,0,260619,10.658600907680766,,11.424808802590615, +1,1833,31,0,260619,7.295770812835437,,6.771631524683893,6.34142036252838 +2,1833,32,0,260619,8.402311799595156,7.345568791312273,8.689470915638616,6.617481875081468 +67,1833,35,0,260619,,14.898953860005125,12.965751076176069,11.0683407250878 +124,1833,37,0,260619,,,4.675111182075448, +10,1833,45,1,10719,6.3261636998629465,,, +11,1833,46,1,10719,11.846004956219518,,, +12,1833,47,1,10719,8.350574970513206,6.603079951481425,, 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+16,1833,121,3,10719,7.701155691040566,5.51632118415842,, +103,1833,124,3,10719,,12.314995362616832,, +104,1833,128,3,10719,,9.888670329023807,, +55,1833,129,3,20719,4.30076676672617,,, +56,1833,130,3,20719,24.911906656919975,19.71904496108577,23.57225425754852, +57,1833,132,3,20719,12.806576705000042,,7.749262818097852, +88,1833,134,3,20719,,6.2565567806743,, +89,1833,135,3,20719,,10.354225674934947,, +118,1833,136,3,20719,,,5.835432114119043, +79,1833,144,3,120619,,17.644409308872014,, +128,1833,149,3,200619,,,22.239590471671466,21.210024245471534 +5,1833,150,3,260619,20.97402589827335,16.654791691152088,, +40,1833,168,4,120619,8.087633178210233,4.989192857022059,12.278693415186325,7.627485167549598 +80,1833,171,4,120619,,16.302231488387967,, +59,1833,174,4,200619,10.641811031550981,,, +129,1833,176,4,200619,,,21.346103484152874, +31,1833,179,4,290519,13.341009408830686,,, +17,1833,185,5,10719,9.654409041431732,,, +18,1833,186,5,10719,6.306137505277718,,, +119,1833,195,5,20719,,,12.212289153994696,9.541444670554863 +81,1833,202,5,120619,,6.3821982287420465,, +130,1833,204,5,200619,,,6.960591466548683, +6,1833,205,5,260619,29.316153510291837,,, +68,1833,206,5,260619,,19.289971451166423,14.832302530049722, +141,1833,210,5,260619,,,,8.142490861038734 +32,1833,214,5,290519,6.860914013773953,,, +146,1833,218,5,290519,,,,11.869826486931958 +21,1833,231,6,50619,11.915503313757716,14.175721017030876,, +22,1833,232,6,50619,28.870541453187705,17.562210659859687,, +41,1833,233,6,120619,19.535206696024183,11.022485121101058,, +113,1833,234,6,120619,,,10.265254630702792,9.842514911580544 +114,1833,240,6,120619,,,9.628804764731372,8.867780124629451 +7,1833,243,6,260619,15.081712065536811,7.8367454678522135,12.146072623618956, +82,1833,244,6,120619,,9.096633726594089,14.853495879885207, +115,1833,245,6,120619,,,0.924065789494396, +116,1833,246,6,120619,,,6.274955932555628, +144,1833,248,6,120619,,,,18.09867543435628 +145,1833,249,6,120619,,,,12.609545720433426 +60,1833,250,6,200619,24.719951965924594,,31.041965663919783, +61,1833,251,6,200619,7.660924501625327,,, +62,1833,252,6,200619,7.025317515360388,,, +63,1833,253,6,200619,11.337906360864173,6.365047102580979,12.099232874408633,8.662939565650086 +91,1833,254,6,200619,,11.823236237585707,, +92,1833,257,6,200619,,0.7201316622314939,, +137,1833,260,6,200619,,,,10.095019112459704 +138,1833,261,6,200619,,,,12.284177349838108 +8,1833,263,6,260619,16.215713213140795,,,14.225062478708551 +9,1833,265,6,260619,11.03420734836808,,, +126,1833,270,6,260619,,,14.524755538474492, +142,1833,274,6,260619,,,,5.900068417093746 +143,1833,275,6,260619,,,,15.004294243331346 +33,1833,278,6,290519,10.579992177772858,,, +34,1833,279,6,290519,9.567081137080367,,, +106,1833,284,6,290519,,,12.0700288939814, +107,1833,285,6,290519,,,31.135776622135147, +108,1833,286,6,290519,,,13.368147363189216, +83,1833,301,7,120619,,14.2978499831956,, +117,1833,302,7,120619,,,4.233498007118931, +64,1833,304,7,200619,12.928531950154625,15.157214992786946,18.562203436914608,22.520587126979127 +35,1833,317,7,290519,5.802913980629518,,12.715544893185225, +109,1833,322,7,290519,,,12.843262241742627, +75,1834,329,0,10319,,27.054701769084488,, +47,1834,332,0,60319,31.625895479490637,,,27.59882716390861 +48,1834,338,0,60319,9.599714574600538,,, +120,1834,356,2,120319,,,30.98251739103304, +44,1834,357,2,220319,25.180757226594054,29.254379257655085,26.471902833743183, +45,1834,358,2,220319,5.1920730555678265,8.499102456017969,6.610195977783895, +46,1834,359,2,220319,3.8765815365408365,,, +136,1834,360,2,220319,,,,10.698992489079048 +38,1834,361,3,10319,1.8535205596948057,2.5370566713064093,, +39,1834,362,3,10319,6.302180338377272,,, +76,1834,364,3,10319,,25.266501596719717,, +24,1834,379,3,150319,26.73080167602066,,, +70,1834,381,3,150319,,19.888223345100094,22.328472575850878,25.93949176779697 +66,1834,482,6,220319,,3.568602887993272,, +84,1834,518,7,110319,,20.0831163341227,, +132,1839,577,1,120619,,,,0.7233505233696792 +25,1839,609,5,120619,23.798485641645733,,, +96,1839,611,5,120619,,34.10241122727116,, +122,1839,612,5,120619,,,29.93996212804416, +36,1839,613,5,200619,16.844225470011498,,, +27,1839,615,5,290519,28.524528780491,,, +28,1839,616,5,290519,19.788470984140645,,, +71,1839,617,5,290519,,34.48991270123998,, +97,1839,629,6,120619,,3.613012319322953,7.301747818720046,6.603348134950808 +100,1839,645,6,200619,,15.599231777009473,, +49,1839,655,7,60619,15.020766435019071,19.623322902460195,,13.921693076808975 +110,1839,656,7,60619,,,9.367587710122,6.693403770413103 +111,1839,657,7,60619,,,2.3829717976881444, +26,1839,658,7,120619,19.369042401386867,,, +123,1839,659,7,120619,,,14.764895999960169,10.362001387966755 +133,1839,660,7,120619,,,,11.07988469364983 +37,1839,661,7,200619,15.689195022121995,,, +29,1839,666,7,290519,17.699248254785413,,, +30,1839,667,7,290519,8.038621078928884,,, +72,1839,671,7,290519,,3.901778294893561,, +69,1849,684,0,220319,,23.992060077993393,, +50,1849,715,1,110319,3.848549738359294,4.579203086091512,, +73,1849,724,1,280219,,22.00402324170197,,15.74866600509174 +139,1849,835,4,150319,,,,6.0215174760533285 +43,1849,851,5,60319,30.361384873340626,,, +65,1849,932,7,280219,9.440743208923497,,, +74,1849,937,7,280219,,14.006497885519623,, +105,1849,939,7,280219,,,19.535877181270585, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_in_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_in_field_mean_rate.tex new file mode 100644 index 000000000..053d63e82 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_in_field_mean_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 13.575985 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 8.197660 & 10.840338 & 13.479424 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 20.741687 & 22.483455 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 21.441693 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 11.362568 & 11.066635 \\ +0 & 1833 & 30 & 0 & 260619 & 10.658601 & NaN & 11.424809 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 7.295771 & NaN & 6.771632 & 6.341420 \\ +2 & 1833 & 32 & 0 & 260619 & 8.402312 & 7.345569 & 8.689471 & 6.617482 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 14.898954 & 12.965751 & 11.068341 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 4.675111 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 6.326164 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 11.846005 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 8.350575 & 6.603080 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 25.066917 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.524639 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 8.217707 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 19.139776 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 14.203111 & NaN & 15.455087 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 27.411893 & 12.243105 & 22.219854 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 7.531852 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 19.808436 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 18.433515 \\ +3 & 1833 & 78 & 1 & 260619 & 27.120179 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 11.707597 & 7.763453 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 9.518760 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 5.120115 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 22.541538 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 15.205105 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 35.532507 & 22.410748 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 8.123612 & 6.751584 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 10.412500 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 10.446119 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 21.150006 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 7.701156 & 5.516321 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 12.314995 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 9.888670 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 4.300767 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 24.911907 & 19.719045 & 23.572254 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 12.806577 & NaN & 7.749263 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 6.256557 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 10.354226 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 5.835432 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 17.644409 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 22.239590 & 21.210024 \\ +5 & 1833 & 150 & 3 & 260619 & 20.974026 & 16.654792 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 8.087633 & 4.989193 & 12.278693 & 7.627485 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 16.302231 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 10.641811 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 21.346103 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 13.341009 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 9.654409 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 6.306138 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 12.212289 & 9.541445 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 6.382198 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 6.960591 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 29.316154 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 19.289971 & 14.832303 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 8.142491 \\ +32 & 1833 & 214 & 5 & 290519 & 6.860914 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 11.869826 \\ +21 & 1833 & 231 & 6 & 50619 & 11.915503 & 14.175721 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 28.870541 & 17.562211 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 19.535207 & 11.022485 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 10.265255 & 9.842515 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 9.628805 & 8.867780 \\ +7 & 1833 & 243 & 6 & 260619 & 15.081712 & 7.836745 & 12.146073 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 9.096634 & 14.853496 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.924066 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 6.274956 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 18.098675 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 12.609546 \\ +60 & 1833 & 250 & 6 & 200619 & 24.719952 & NaN & 31.041966 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 7.660925 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 7.025318 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 11.337906 & 6.365047 & 12.099233 & 8.662940 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 11.823236 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.720132 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 10.095019 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 12.284177 \\ +8 & 1833 & 263 & 6 & 260619 & 16.215713 & NaN & NaN & 14.225062 \\ +9 & 1833 & 265 & 6 & 260619 & 11.034207 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 14.524756 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 5.900068 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 15.004294 \\ +33 & 1833 & 278 & 6 & 290519 & 10.579992 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 9.567081 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 12.070029 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 31.135777 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 13.368147 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 14.297850 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 4.233498 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 12.928532 & 15.157215 & 18.562203 & 22.520587 \\ +35 & 1833 & 317 & 7 & 290519 & 5.802914 & NaN & 12.715545 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 12.843262 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 27.054702 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 31.625895 & NaN & NaN & 27.598827 \\ +48 & 1834 & 338 & 0 & 60319 & 9.599715 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 30.982517 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 25.180757 & 29.254379 & 26.471903 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 5.192073 & 8.499102 & 6.610196 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 3.876582 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 10.698992 \\ +38 & 1834 & 361 & 3 & 10319 & 1.853521 & 2.537057 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 6.302180 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 25.266502 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 26.730802 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 19.888223 & 22.328473 & 25.939492 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 3.568603 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 20.083116 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.723351 \\ +25 & 1839 & 609 & 5 & 120619 & 23.798486 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 34.102411 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 29.939962 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 16.844225 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 28.524529 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 19.788471 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 34.489913 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 3.613012 & 7.301748 & 6.603348 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 15.599232 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 15.020766 & 19.623323 & NaN & 13.921693 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 9.367588 & 6.693404 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 2.382972 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 19.369042 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 14.764896 & 10.362001 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 11.079885 \\ +37 & 1839 & 661 & 7 & 200619 & 15.689195 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 17.699248 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 8.038621 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 3.901778 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 23.992060 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 3.848550 & 4.579203 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 22.004023 & NaN & 15.748666 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 6.021517 \\ +43 & 1849 & 851 & 5 & 60319 & 30.361385 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 9.440743 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 14.006498 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 19.535877 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_information_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_information_rate.csv new file mode 100644 index 000000000..84dfd1a1b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_information_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.987666700871327,,, +85,1833,13,0,20719,,0.4821807735240304,0.6974893159648999,0.779454987765354 +86,1833,14,0,20719,,0.3686242611267476,0.940420882862317, +58,1833,23,0,200619,0.5274937632085152,,, +127,1833,26,0,200619,,,0.7039208165562536,0.7118251063475571 +0,1833,30,0,260619,1.324289933560741,,1.6268475400741895, +1,1833,31,0,260619,1.0255534860806732,,0.7969438997260228,0.6860394700343744 +2,1833,32,0,260619,1.2203598010051464,1.0667744994172867,1.46066841399504,1.1826482739526576 +67,1833,35,0,260619,,0.8536017716881908,1.2748157181144395,0.9250311032219508 +124,1833,37,0,260619,,,0.4662279184031918, 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+24,1834,379,3,150319,1.364732555707744,,, +70,1834,381,3,150319,,1.9116847286203056,1.0424284809261508,2.4436743218255232 +66,1834,482,6,220319,,0.08366469921850303,, +84,1834,518,7,110319,,0.4810010657770198,, +132,1839,577,1,120619,,,,0.1224354386876806 +25,1839,609,5,120619,2.8954371994748973,,, +96,1839,611,5,120619,,1.6580473494620536,, +122,1839,612,5,120619,,,3.45679641063692, +36,1839,613,5,200619,1.4692728632481526,,, +27,1839,615,5,290519,1.7647419129917403,,, +28,1839,616,5,290519,2.716159883731573,,, +71,1839,617,5,290519,,1.6146201341965758,, +97,1839,629,6,120619,,0.5121417715367899,1.5117360787767449,1.4696324191398829 +100,1839,645,6,200619,,1.1311365058869416,, +49,1839,655,7,60619,1.1375373424274862,0.8970831135697033,,0.8158281767131252 +110,1839,656,7,60619,,,2.010346802858099,1.0646727984673021 +111,1839,657,7,60619,,,0.3149709763131192, +26,1839,658,7,120619,2.064962617450127,,, +123,1839,659,7,120619,,,2.1701602570015948,1.44420680940256 +133,1839,660,7,120619,,,,2.528117800509335 +37,1839,661,7,200619,1.836985299617304,,, +29,1839,666,7,290519,1.9314722288605064,,, +30,1839,667,7,290519,2.9719060553488843,,, +72,1839,671,7,290519,,1.243917116345238,, +69,1849,684,0,220319,,0.8457855326290695,, +50,1849,715,1,110319,0.4749507283002538,0.3989425482526389,, +73,1849,724,1,280219,,0.5935310863910592,,0.8690044883584274 +139,1849,835,4,150319,,,,0.4535109697626692 +43,1849,851,5,60319,1.3292053872079947,,, +65,1849,932,7,280219,0.9657321798134799,,, +74,1849,937,7,280219,,0.7384621485973162,, +105,1849,939,7,280219,,,0.9360383162802124, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_information_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_information_rate.tex new file mode 100644 index 000000000..2198daa27 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_information_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.987667 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.482181 & 0.697489 & 0.779455 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.368624 & 0.940421 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.527494 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.703921 & 0.711825 \\ +0 & 1833 & 30 & 0 & 260619 & 1.324290 & NaN & 1.626848 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 1.025553 & NaN & 0.796944 & 0.686039 \\ +2 & 1833 & 32 & 0 & 260619 & 1.220360 & 1.066774 & 1.460668 & 1.182648 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.853602 & 1.274816 & 0.925031 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.466228 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.932276 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 1.032451 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 1.430471 & 1.021932 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 1.428477 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.094809 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 1.030357 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.817335 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 1.595851 & NaN & 1.830695 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 2.372439 & 0.876495 & 2.239315 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 1.330462 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 1.266147 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 1.620955 \\ +3 & 1833 & 78 & 1 & 260619 & 2.421720 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.866744 & 0.553675 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.933700 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.481665 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.252284 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 1.098084 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 1.592948 & 0.735341 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 1.812630 & 1.442780 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 3.182285 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 1.603274 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.663237 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 1.536113 & 0.857698 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.247389 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.805456 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.508358 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 1.577223 & 1.429178 & 0.927653 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 1.881424 & NaN & 1.364787 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.861854 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.986197 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.786753 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.377550 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.697808 & 0.483945 \\ +5 & 1833 & 150 & 3 & 260619 & 1.171888 & 0.914806 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 1.398202 & 0.802834 & 1.997347 & 1.520702 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.328134 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 2.058188 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 1.784122 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.669752 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.677541 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.773807 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 1.156087 & 0.516457 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.612124 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.548769 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 1.179299 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 1.146766 & 0.931286 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.909258 \\ +32 & 1833 & 214 & 5 & 290519 & 0.743168 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.866780 \\ +21 & 1833 & 231 & 6 & 50619 & 0.736098 & 0.873561 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 1.184608 & 0.678798 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 1.820830 & 0.928796 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 1.865124 & 1.504351 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 1.105755 & 0.945995 \\ +7 & 1833 & 243 & 6 & 260619 & 1.250789 & 0.681461 & 0.792665 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 1.315270 & 1.716458 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.117638 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.356345 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.531826 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.519359 \\ +60 & 1833 & 250 & 6 & 200619 & 0.782163 & NaN & 1.349113 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 1.047358 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.661905 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 2.053301 & 1.192882 & 2.017056 & 1.385225 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.496959 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.063173 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.682077 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.302414 \\ +8 & 1833 & 263 & 6 & 260619 & 0.755564 & NaN & NaN & 0.478894 \\ +9 & 1833 & 265 & 6 & 260619 & 1.083676 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.870431 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.579200 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.821342 \\ +33 & 1833 & 278 & 6 & 290519 & 0.916589 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 1.921622 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.729808 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 1.043975 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 1.362497 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.855356 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.437741 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.707542 & 0.411013 & 0.732456 & 0.559305 \\ +35 & 1833 & 317 & 7 & 290519 & 0.874579 & NaN & 0.535282 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.873934 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 1.447702 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 1.484410 & NaN & NaN & 1.176408 \\ +48 & 1834 & 338 & 0 & 60319 & 2.172682 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.618468 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.994182 & 1.174019 & 1.490687 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 1.994403 & 1.918954 & 1.507886 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.399905 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 1.770967 \\ +38 & 1834 & 361 & 3 & 10319 & 0.695432 & 0.858656 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.728933 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.374083 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 1.364733 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 1.911685 & 1.042428 & 2.443674 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.083665 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.481001 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.122435 \\ +25 & 1839 & 609 & 5 & 120619 & 2.895437 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 1.658047 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 3.456796 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 1.469273 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 1.764742 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 2.716160 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 1.614620 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.512142 & 1.511736 & 1.469632 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 1.131137 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 1.137537 & 0.897083 & NaN & 0.815828 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 2.010347 & 1.064673 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.314971 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 2.064963 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 2.170160 & 1.444207 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 2.528118 \\ +37 & 1839 & 661 & 7 & 200619 & 1.836985 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 1.931472 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 2.971906 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 1.243917 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.845786 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.474951 & 0.398943 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.593531 & NaN & 0.869004 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.453511 \\ +43 & 1849 & 851 & 5 & 60319 & 1.329205 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.965732 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.738462 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.936038 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_information_specificity.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_information_specificity.csv new file mode 100644 index 000000000..d60e321db --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_information_specificity.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.1265458181084155,,, +85,1833,13,0,20719,,0.08935138038454847,0.10797323230569633,0.08224350738577668 +86,1833,14,0,20719,,0.022137225427227472,0.057217611504468, +58,1833,23,0,200619,0.032902553885495504,,, +127,1833,26,0,200619,,,0.10074578446241783,0.10324327907799306 +0,1833,30,0,260619,0.2306742253961396,,0.3124867965839121, +1,1833,31,0,260619,0.3937611150570793,,0.234821096290255,0.19017787522077173 +2,1833,32,0,260619,0.40060014426120666,0.30240407200510044,0.4291278398218674,0.4401073045896886 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+136,1834,360,2,220319,,,,0.4140637867625813 +38,1834,361,3,10319,1.2433067438179246,1.3591637767415798,, +39,1834,362,3,10319,0.1820741192076636,,, +76,1834,364,3,10319,,0.018999800689292752,, +24,1834,379,3,150319,0.06916719505743331,,, +70,1834,381,3,150319,,0.1498873345874784,0.06493387798044258,0.1315839823722671 +66,1834,482,6,220319,,0.032322390298875014,, +84,1834,518,7,110319,,0.029153944686364067,, +132,1839,577,1,120619,,,,0.635621424927646 +25,1839,609,5,120619,0.23579628978279385,,, +96,1839,611,5,120619,,0.06806972662761597,, +122,1839,612,5,120619,,,0.20303304582762527, +36,1839,613,5,200619,0.1319318378688819,,, +27,1839,615,5,290519,0.09721136081020164,,, +28,1839,616,5,290519,0.2718000717181066,,, +71,1839,617,5,290519,,0.06618480267944826,, +97,1839,629,6,120619,,0.3767963746542861,0.6031797397601132,0.6675750531432055 +100,1839,645,6,200619,,0.12402941508769864,, +49,1839,655,7,60619,0.13575873776919342,0.06024642303896601,,0.08671210534406129 +110,1839,656,7,60619,,,0.7028648578471006,0.4928919453359905 +111,1839,657,7,60619,,,0.23073394247875145, +26,1839,658,7,120619,0.19155896090176164,,, +123,1839,659,7,120619,,,0.39803425384045066,0.3723172373021502 +133,1839,660,7,120619,,,,0.7898601639899786 +37,1839,661,7,200619,0.20337078986371246,,, +29,1839,666,7,290519,0.20765538160219227,,, +30,1839,667,7,290519,0.8679551345875628,,, +72,1839,671,7,290519,,1.2711934796917816,, +69,1849,684,0,220319,,0.04813179806398342,, +50,1849,715,1,110319,0.1810792660148619,0.1466478882911791,, +73,1849,724,1,280219,,0.03402333806519652,,0.07502654041031867 +139,1849,835,4,150319,,,,0.12108665557379035 +43,1849,851,5,60319,0.056155861403409765,,, +65,1849,932,7,280219,0.16897590136354906,,, +74,1849,937,7,280219,,0.07805574063430497,, +105,1849,939,7,280219,,,0.07507171887932694, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_information_specificity.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_information_specificity.tex new file mode 100644 index 000000000..6664c990f --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_information_specificity.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.126546 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.089351 & 0.107973 & 0.082244 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.022137 & 0.057218 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.032903 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.100746 & 0.103243 \\ +0 & 1833 & 30 & 0 & 260619 & 0.230674 & NaN & 0.312487 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.393761 & NaN & 0.234821 & 0.190178 \\ +2 & 1833 & 32 & 0 & 260619 & 0.400600 & 0.302404 & 0.429128 & 0.440107 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.086187 & 0.204330 & 0.142920 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.188218 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.378380 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.142976 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.352900 & 0.349152 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.089731 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.369101 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.209567 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.061831 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.226553 & NaN & 0.224772 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.149192 & 0.115399 & 0.180286 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.349875 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.100815 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.157093 \\ +3 & 1833 & 78 & 1 & 260619 & 0.140592 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.141294 & 0.106860 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.200018 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.222483 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.013088 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.130289 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.064140 & 0.043588 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.590740 & 0.585854 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.580133 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.259196 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.044095 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.431209 & 0.269769 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.025036 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.145258 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.197582 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.108425 & 0.107937 & 0.064564 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.349317 & NaN & 0.372749 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.295640 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.163181 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.313563 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.026727 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.043522 & 0.028689 \\ +5 & 1833 & 150 & 3 & 260619 & 0.081140 & 0.085579 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.541264 & 0.424748 & 0.461798 & 0.627285 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.026002 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.543730 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.145728 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.072853 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.113914 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.367898 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.161380 & 0.075882 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.196036 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.120012 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.065079 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.096687 & 0.106723 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.186833 \\ +32 & 1833 & 214 & 5 & 290519 & 0.196744 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.125099 \\ +21 & 1833 & 231 & 6 & 50619 & 0.109877 & 0.103053 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.071036 & 0.054802 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.148050 & 0.151146 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.435889 & 0.378031 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.256799 & 0.243680 \\ +7 & 1833 & 243 & 6 & 260619 & 0.155651 & 0.154506 & 0.108724 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.342803 & 0.285432 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.245747 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.090435 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.041167 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.057393 \\ +60 & 1833 & 250 & 6 & 200619 & 0.046210 & NaN & 0.058697 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.258745 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.174488 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.473132 & 0.427188 & 0.477072 & 0.335793 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.062231 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.142541 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.119665 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.035309 \\ +8 & 1833 & 263 & 6 & 260619 & 0.075934 & NaN & NaN & 0.044662 \\ +9 & 1833 & 265 & 6 & 260619 & 0.198544 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.093252 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.198956 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.087483 \\ +33 & 1833 & 278 & 6 & 290519 & 0.185198 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.512640 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.115570 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.045918 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.201683 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.100010 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.194263 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.079763 & 0.037815 & 0.056398 & 0.032722 \\ +35 & 1833 & 317 & 7 & 290519 & 0.297867 & NaN & 0.060521 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.118994 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.070667 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.063017 & NaN & NaN & 0.051210 \\ +48 & 1834 & 338 & 0 & 60319 & 0.586314 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.026201 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.047854 & 0.059398 & 0.077096 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.906469 & 0.627402 & 0.775174 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.137980 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.414064 \\ +38 & 1834 & 361 & 3 & 10319 & 1.243307 & 1.359164 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.182074 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.019000 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.069167 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.149887 & 0.064934 & 0.131584 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.032322 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.029154 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.635621 \\ +25 & 1839 & 609 & 5 & 120619 & 0.235796 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.068070 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.203033 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.131932 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.097211 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.271800 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.066185 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.376796 & 0.603180 & 0.667575 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.124029 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.135759 & 0.060246 & NaN & 0.086712 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.702865 & 0.492892 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.230734 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.191559 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.398034 & 0.372317 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.789860 \\ +37 & 1839 & 661 & 7 & 200619 & 0.203371 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.207655 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.867955 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 1.271193 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.048132 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.181079 & 0.146648 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.034023 & NaN & 0.075027 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.121087 \\ +43 & 1849 & 851 & 5 & 60319 & 0.056156 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.168976 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.078056 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.075072 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_interspike_interval_cv.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_interspike_interval_cv.csv new file mode 100644 index 000000000..f24d75187 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_interspike_interval_cv.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,1.8955567957125337,,, +85,1833,13,0,20719,,1.936644419153963,2.077846918606049,1.8789196269030888 +86,1833,14,0,20719,,1.4416232666369149,1.6051998420443725, +58,1833,23,0,200619,1.4692296161423692,,, +127,1833,26,0,200619,,,3.2241758453573013,1.7993825347387675 +0,1833,30,0,260619,2.0277679977313765,,2.62933299052761, 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b/actions/comparisons-allcells/data/statistics/values_gridcell_interspike_interval_cv.tex new file mode 100644 index 000000000..a0cdc93fc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_interspike_interval_cv.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 1.895557 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 1.936644 & 2.077847 & 1.878920 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 1.441623 & 1.605200 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 1.469230 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 3.224176 & 1.799383 \\ +0 & 1833 & 30 & 0 & 260619 & 2.027768 & NaN & 2.629333 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 2.709250 & NaN & 2.697586 & 2.572782 \\ +2 & 1833 & 32 & 0 & 260619 & 2.877139 & 3.046712 & 3.651405 & 3.282214 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 2.537729 & 3.116807 & 2.777812 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 3.839248 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 2.352036 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 2.111541 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 2.771004 & 2.867116 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 1.900801 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 1.320768 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 2.801072 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 1.516033 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 2.163907 & NaN & 2.398341 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 2.566810 & 2.257744 & 2.942670 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 3.068716 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 2.040778 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 2.480735 \\ +3 & 1833 & 78 & 1 & 260619 & 2.165017 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 2.103044 & 2.163945 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 2.769567 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 2.299968 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 1.212530 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 2.171842 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 1.657176 & 1.454623 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 3.113695 & 3.326131 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 4.469851 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 2.699699 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 1.620266 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 3.423195 & 3.405239 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 1.226413 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 2.003402 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 1.993334 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 2.208917 & 2.149367 & 2.104090 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 3.030279 & NaN & 3.498137 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 2.816513 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 2.600051 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 2.342768 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 1.437344 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 1.718153 & 1.669604 \\ +5 & 1833 & 150 & 3 & 260619 & 1.764236 & 1.932965 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 3.520067 & 3.041543 & 3.526455 & 2.916700 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 1.422626 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 4.260184 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 2.126245 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 1.521017 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 3.054560 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 2.719500 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 2.218155 & 1.644042 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 2.483726 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 2.235436 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 1.753543 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 2.089270 & 3.362142 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 2.276881 \\ +32 & 1833 & 214 & 5 & 290519 & 2.403271 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 2.300466 \\ +21 & 1833 & 231 & 6 & 50619 & 2.059483 & 1.694664 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 1.921922 & 1.755648 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 2.411513 & 2.448004 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 2.770624 & 2.698316 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 2.358455 & 2.058157 \\ +7 & 1833 & 243 & 6 & 260619 & 2.616293 & 2.482021 & 2.893121 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 2.735678 & 2.480129 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 1.336513 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 1.777636 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 1.438349 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 1.515297 \\ +60 & 1833 & 250 & 6 & 200619 & 1.661439 & NaN & 1.641228 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 2.843616 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 2.804637 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 3.315842 & 3.100452 & 3.847400 & 2.992044 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 1.559911 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 1.205348 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 1.797349 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 1.273476 \\ +8 & 1833 & 263 & 6 & 260619 & 2.047365 & NaN & NaN & 1.652981 \\ +9 & 1833 & 265 & 6 & 260619 & 2.301906 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 1.892178 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 2.550427 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 1.568769 \\ +33 & 1833 & 278 & 6 & 290519 & 2.397415 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 5.671362 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 1.851270 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 1.473317 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 2.595579 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 1.903921 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 1.872991 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 1.840290 & 1.772277 & 2.603494 & 1.387456 \\ +35 & 1833 & 317 & 7 & 290519 & 5.129237 & NaN & 1.676035 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 2.400564 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 1.384915 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 1.596696 & NaN & NaN & 1.310285 \\ +48 & 1834 & 338 & 0 & 60319 & 2.697473 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 1.879376 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 1.654104 & 1.340499 & 1.543014 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 2.520302 & 1.766233 & 2.309397 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 1.729777 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 2.567823 \\ +38 & 1834 & 361 & 3 & 10319 & 2.536365 & 2.679296 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 1.746374 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 1.252011 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 1.604380 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 1.707595 & 1.746341 & 2.078771 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 1.110672 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 1.571040 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 2.534524 \\ +25 & 1839 & 609 & 5 & 120619 & 2.625814 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 1.445969 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 2.469038 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 2.038143 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 2.107147 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 2.839894 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 1.685155 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 2.032746 & 2.692494 & 3.285471 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 1.972674 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 1.972927 & 1.653629 & NaN & 2.602928 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 3.226927 & 3.471414 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 2.069028 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 1.966018 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 2.062209 & 2.241183 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 3.819782 \\ +37 & 1839 & 661 & 7 & 200619 & 2.283625 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 2.190241 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 4.428607 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 6.526960 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 1.306275 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 2.048587 & 2.090170 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 1.612497 & NaN & 1.974836 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 2.002617 \\ +43 & 1849 & 851 & 5 & 60319 & 1.538771 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 1.667813 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 1.539026 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 1.782639 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_max_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_max_field_mean_rate.csv new file mode 100644 index 000000000..e548d383b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_max_field_mean_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,,,, +85,1833,13,0,20719,,,9.062151778967493, +86,1833,14,0,20719,,19.21506253373836,20.941852113202792, +58,1833,23,0,200619,,,, +127,1833,26,0,200619,,,10.561766117131645, +0,1833,30,0,260619,11.901613930383116,,, +1,1833,31,0,260619,5.084308495134628,,6.073629507558057,5.5361338567085525 +2,1833,32,0,260619,11.17180715847551,8.036757994742414,5.193003922763941,9.314799458859065 +67,1833,35,0,260619,,15.458774788354797,13.609098886387686,13.245230185229444 +124,1833,37,0,260619,,,3.663899318701799, +10,1833,45,1,10719,8.578336571129055,,, +11,1833,46,1,10719,,,, +12,1833,47,1,10719,9.068517568208653,4.521939770982625,, +13,1833,49,1,10719,29.60480506565641,,, +101,1833,53,1,10719,,,, +102,1833,55,1,10719,,7.806589769990351,, +52,1833,56,1,20719,,,, +53,1833,57,1,20719,9.295855004841943,,11.011096725065777, +54,1833,58,1,20719,24.46291849182411,12.110557096560294,16.33159139540258, +87,1833,59,1,20719,,2.7743961766284104,, +134,1833,61,1,20719,,,, +135,1833,63,1,20719,,,,21.849066008725963 +3,1833,78,1,260619,26.184842048398977,,, +4,1833,79,1,260619,10.68455336944001,,, +125,1833,83,1,260619,,,11.001718161171588, +140,1833,86,1,260619,,,, +93,1833,89,1,290519,,16.395280495360925,, +94,1833,91,1,290519,,,, +14,1833,96,2,10719,40.49188776085326,14.27786316523189,, +147,1833,106,2,60619,,,,7.932189142453545 +77,1833,108,2,50619,,3.1882935571196542,, +95,1833,117,2,290519,,6.439956786689312,, +15,1833,118,3,10719,23.395518160367914,,, +16,1833,121,3,10719,7.349100342999325,3.376300041717828,, +103,1833,124,3,10719,,,, +104,1833,128,3,10719,,,, +55,1833,129,3,20719,,,, +56,1833,130,3,20719,23.051293528382352,22.73523866767753,, +57,1833,132,3,20719,15.557569581515232,,6.850632881736808, +88,1833,134,3,20719,,6.371823597616343,, +89,1833,135,3,20719,,3.637487950160673,, +118,1833,136,3,20719,,,6.582346444888289, +79,1833,144,3,120619,,14.58842228385985,, +128,1833,149,3,200619,,,18.67461741314464,16.05417441543303 +5,1833,150,3,260619,17.945114740513773,,, +40,1833,168,4,120619,10.813191410624286,,8.759271065602551, +80,1833,171,4,120619,,,, +59,1833,174,4,200619,,,, +129,1833,176,4,200619,,,27.981249502041805, +31,1833,179,4,290519,,,, +17,1833,185,5,10719,,,, +18,1833,186,5,10719,8.694231635720161,,, +119,1833,195,5,20719,,,8.66672226572593,11.647702095350645 +81,1833,202,5,120619,,,, +130,1833,204,5,200619,,,7.173578295939104, +6,1833,205,5,260619,29.49539914635844,,, +68,1833,206,5,260619,,,16.829377128360893, +141,1833,210,5,260619,,,,9.04041272019785 +32,1833,214,5,290519,6.0823954289078905,,, +146,1833,218,5,290519,,,, +21,1833,231,6,50619,13.462364657695662,14.68209121621935,, +112,1833,232,6,120619,,,19.37535426804644,17.257364797663538 +23,1833,233,6,50619,3.7521318549898175,,, +113,1833,234,6,120619,,,8.750234415013901,8.902304928325803 +114,1833,240,6,120619,,,8.331414915878224, +7,1833,243,6,260619,13.914992233833427,7.890249852995873,10.855991090345205, +90,1833,244,6,200619,,13.959109868940052,12.654349992104413, +115,1833,245,6,120619,,,0.9873537569750296, +116,1833,246,6,120619,,,5.244677525246893, +144,1833,248,6,120619,,,,18.183505188767864 +145,1833,249,6,120619,,,, +60,1833,250,6,200619,,,28.788377561901086, +61,1833,251,6,200619,,,, +62,1833,252,6,200619,6.28358340004726,,, +63,1833,253,6,200619,,8.890774269808029,1.6165105657735492, +91,1833,254,6,200619,,9.223187504079302,, +92,1833,257,6,200619,,0.6245152136624577,, +137,1833,260,6,200619,,,,10.144495126696416 +138,1833,261,6,200619,,,,11.9337754353829 +8,1833,263,6,260619,18.843236269372973,,, +9,1833,265,6,260619,7.0280946454596736,,, +126,1833,270,6,260619,,,17.457342695520822, +142,1833,274,6,260619,,,, +143,1833,275,6,260619,,,,11.19541683911617 +33,1833,278,6,290519,,,, +34,1833,279,6,290519,6.074765783419868,,, +106,1833,284,6,290519,,,5.871008385546753, +107,1833,285,6,290519,,,, +108,1833,286,6,290519,,,, +83,1833,301,7,120619,,24.993291476314468,, +117,1833,302,7,120619,,,, +64,1833,304,7,200619,,,,22.441814965167 +35,1833,317,7,290519,8.224250610506271,,10.915168114522302, +109,1833,322,7,290519,,,10.459711300752666, +75,1834,329,0,10319,,30.071511453523264,, +47,1834,332,0,60319,,,, +48,1834,338,0,60319,,,, +120,1834,356,2,120319,,,36.27103160135369, +44,1834,357,2,220319,,,, +45,1834,358,2,220319,11.422345065040547,6.65170306729743,, +46,1834,359,2,220319,,,, +136,1834,360,2,220319,,,, +38,1834,361,3,10319,1.2999838090228903,2.5608157371600897,, +39,1834,362,3,10319,,,, +76,1834,364,3,10319,,,, +24,1834,379,3,150319,,,, +70,1834,381,3,150319,,,, +66,1834,482,6,220319,,,, +84,1834,518,7,110319,,,, +132,1839,577,1,120619,,,, +25,1839,609,5,120619,,,, +96,1839,611,5,120619,,,, +122,1839,612,5,120619,,,, +36,1839,613,5,200619,16.538830937824887,,, +27,1839,615,5,290519,,,, +28,1839,616,5,290519,9.014879649610732,,, +71,1839,617,5,290519,,,, +97,1839,629,6,120619,,4.851917886820591,,5.298493397760486 +100,1839,645,6,200619,,11.993650945682983,, +49,1839,655,7,60619,13.89721290327765,,, +99,1839,656,7,120619,,,, +111,1839,657,7,60619,,,2.993236415658069, +26,1839,658,7,120619,18.386625940031745,,, +123,1839,659,7,120619,,,,11.362084363029444 +133,1839,660,7,120619,,,,4.599742026016428 +37,1839,661,7,200619,19.263729183520038,,, +29,1839,666,7,290519,,,, +30,1839,667,7,290519,,,, +72,1839,671,7,290519,,1.6565347225184814,, +69,1849,684,0,220319,,22.886031933875483,, +50,1849,715,1,110319,,4.48372164376981,, +73,1849,724,1,280219,,,, +139,1849,835,4,150319,,,,3.2369721761064425 +43,1849,851,5,60319,,,, +65,1849,932,7,280219,,,, +74,1849,937,7,280219,,,, +105,1849,939,7,280219,,,, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_max_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_max_field_mean_rate.tex new file mode 100644 index 000000000..c46d8b5fe --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_max_field_mean_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & NaN & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & NaN & 9.062152 & NaN \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 19.215063 & 20.941852 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & NaN & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 10.561766 & NaN \\ +0 & 1833 & 30 & 0 & 260619 & 11.901614 & NaN & NaN & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 5.084308 & NaN & 6.073630 & 5.536134 \\ +2 & 1833 & 32 & 0 & 260619 & 11.171807 & 8.036758 & 5.193004 & 9.314799 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 15.458775 & 13.609099 & 13.245230 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 3.663899 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 8.578337 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 9.068518 & 4.521940 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 29.604805 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & NaN & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 7.806590 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & NaN & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 9.295855 & NaN & 11.011097 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 24.462918 & 12.110557 & 16.331591 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 2.774396 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & NaN \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 21.849066 \\ +3 & 1833 & 78 & 1 & 260619 & 26.184842 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 10.684553 & NaN & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 11.001718 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & NaN \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 16.395280 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 40.491888 & 14.277863 & NaN & NaN \\ +147 & 1833 & 106 & 2 & 60619 & NaN & NaN & NaN & 7.932189 \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 3.188294 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 6.439957 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 23.395518 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 7.349100 & 3.376300 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & NaN & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 23.051294 & 22.735239 & NaN & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 15.557570 & NaN & 6.850633 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 6.371824 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 3.637488 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 6.582346 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 14.588422 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 18.674617 & 16.054174 \\ +5 & 1833 & 150 & 3 & 260619 & 17.945115 & NaN & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 10.813191 & NaN & 8.759271 & NaN \\ +80 & 1833 & 171 & 4 & 120619 & NaN & NaN & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & NaN & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 27.981250 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & NaN & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 8.694232 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 8.666722 & 11.647702 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 7.173578 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 29.495399 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & NaN & 16.829377 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 9.040413 \\ +32 & 1833 & 214 & 5 & 290519 & 6.082395 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +21 & 1833 & 231 & 6 & 50619 & 13.462365 & 14.682091 & NaN & NaN \\ +112 & 1833 & 232 & 6 & 120619 & NaN & NaN & 19.375354 & 17.257365 \\ +23 & 1833 & 233 & 6 & 50619 & 3.752132 & NaN & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 8.750234 & 8.902305 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 8.331415 & NaN \\ +7 & 1833 & 243 & 6 & 260619 & 13.914992 & 7.890250 & 10.855991 & NaN \\ +90 & 1833 & 244 & 6 & 200619 & NaN & 13.959110 & 12.654350 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.987354 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 5.244678 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 18.183505 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & NaN \\ +60 & 1833 & 250 & 6 & 200619 & NaN & NaN & 28.788378 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 6.283583 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & NaN & 8.890774 & 1.616511 & NaN \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 9.223188 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.624515 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 10.144495 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 11.933775 \\ +8 & 1833 & 263 & 6 & 260619 & 18.843236 & NaN & NaN & NaN \\ +9 & 1833 & 265 & 6 & 260619 & 7.028095 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 17.457343 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & NaN \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 11.195417 \\ +33 & 1833 & 278 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 6.074766 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 5.871008 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & NaN & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 24.993291 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & NaN & NaN \\ +64 & 1833 & 304 & 7 & 200619 & NaN & NaN & NaN & 22.441815 \\ +35 & 1833 & 317 & 7 & 290519 & 8.224251 & NaN & 10.915168 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 10.459711 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 30.071511 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & NaN & NaN & NaN & NaN \\ +48 & 1834 & 338 & 0 & 60319 & NaN & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 36.271032 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & NaN & NaN & NaN & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 11.422345 & 6.651703 & NaN & NaN \\ +46 & 1834 & 359 & 2 & 220319 & NaN & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & NaN \\ +38 & 1834 & 361 & 3 & 10319 & 1.299984 & 2.560816 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & NaN & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & NaN & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & NaN & NaN & NaN \\ +66 & 1834 & 482 & 6 & 220319 & NaN & NaN & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & NaN & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & NaN \\ +25 & 1839 & 609 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 16.538831 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 9.014880 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 4.851918 & NaN & 5.298493 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 11.993651 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 13.897213 & NaN & NaN & NaN \\ +99 & 1839 & 656 & 7 & 120619 & NaN & NaN & NaN & NaN \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 2.993236 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 18.386626 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & NaN & 11.362084 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 4.599742 \\ +37 & 1839 & 661 & 7 & 200619 & 19.263729 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 1.656535 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 22.886032 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & NaN & 4.483722 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & NaN & NaN & NaN \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 3.236972 \\ +43 & 1849 & 851 & 5 & 60319 & NaN & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & NaN & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_max_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_max_rate.csv new file mode 100644 index 000000000..452755eab --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_max_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,37.20219555813793,,, +85,1833,13,0,20719,,19.734047532343094,31.146498706754013,30.05695033699857 +86,1833,14,0,20719,,32.790636079129236,35.621523768431146, +58,1833,23,0,200619,35.06499128036107,,, +127,1833,26,0,200619,,,29.84789336871275,26.629070202367412 +0,1833,30,0,260619,36.28034922560685,,30.189609784327512, +1,1833,31,0,260619,24.552773904187003,,22.004182475764278,20.271492737124206 +2,1833,32,0,260619,38.20759086060949,20.460284748535614,33.60110590810106,24.105533613985557 +67,1833,35,0,260619,,33.53588022400651,41.11136632023484,31.63854054394769 +124,1833,37,0,260619,,,16.444076905102804, +10,1833,45,1,10719,21.397286812025552,,, +11,1833,46,1,10719,32.13115688784901,,, +12,1833,47,1,10719,33.30356526410292,23.194088999606386,, +13,1833,49,1,10719,55.51765687117125,,, +101,1833,53,1,10719,,3.5992559155919364,, +102,1833,55,1,10719,,26.290633691520767,, +52,1833,56,1,20719,34.05877265402128,,, +53,1833,57,1,20719,38.92805622270065,,43.8715136128635, +54,1833,58,1,20719,55.676544091584454,30.84597854803013,56.78628082071403, +87,1833,59,1,20719,,34.159706347054296,, +134,1833,61,1,20719,,,,46.28339688841543 +135,1833,63,1,20719,,,,55.044117171173646 +3,1833,78,1,260619,69.50708408115081,,, +4,1833,79,1,260619,26.2008498796532,27.364112076585908,, +125,1833,83,1,260619,,,26.94884345538577, +140,1833,86,1,260619,,,,20.603135978685554 +93,1833,89,1,290519,,37.13664735147896,, +94,1833,91,1,290519,,34.62622381237708,, +14,1833,96,2,10719,76.1461621310192,50.23130135812225,, +19,1833,106,2,50619,33.978702217621695,31.16657573444477,, +77,1833,108,2,50619,,34.61688631068827,, +95,1833,117,2,290519,,28.287379456623622,, +15,1833,118,3,10719,47.89371313643404,,, +16,1833,121,3,10719,37.58974759184286,23.303397363664104,, +103,1833,124,3,10719,,25.045588866050405,, +104,1833,128,3,10719,,29.208665450300924,, +55,1833,129,3,20719,15.524492203317735,,, +56,1833,130,3,20719,51.20353582068326,52.69886911652366,63.75917162998078, +57,1833,132,3,20719,34.68967249508961,,30.088576551025586, +88,1833,134,3,20719,,20.400566816398584,, +89,1833,135,3,20719,,29.607428921107,, +118,1833,136,3,20719,,,27.60346792144348, +79,1833,144,3,120619,,30.613575518367494,, +128,1833,149,3,200619,,,37.234917739283205,39.933251558738334 +5,1833,150,3,260619,47.343013478461025,60.919544530250576,, +40,1833,168,4,120619,28.94038967570951,22.281709061413345,38.529051966926495,27.741948932734612 +80,1833,171,4,120619,,33.2091156852838,, +59,1833,174,4,200619,36.889900538272016,,, +129,1833,176,4,200619,,,51.72438733985138, +31,1833,179,4,290519,27.867676426369076,,, +17,1833,185,5,10719,34.59561898326909,,, +18,1833,186,5,10719,26.460854932703622,,, +119,1833,195,5,20719,,,41.647033186377456,45.24134846215362 +81,1833,202,5,120619,,23.651878657606197,, +130,1833,204,5,200619,,,18.825771935459745, +6,1833,205,5,260619,69.76009051567401,,, +68,1833,206,5,260619,,45.479111551860164,34.348891619006864, +141,1833,210,5,260619,,,,24.75916532142973 +32,1833,214,5,290519,14.378440318550012,,, +146,1833,218,5,290519,,,,42.44162792487835 +21,1833,231,6,50619,25.147168108643946,40.63198013308221,, +22,1833,232,6,50619,74.48918535958974,44.749073677535534,, +41,1833,233,6,120619,43.179130608111585,26.358257265354553,, +113,1833,234,6,120619,,,36.857655683261854,35.88804117595889 +114,1833,240,6,120619,,,31.26032205109737,25.31668998273269 +7,1833,243,6,260619,32.1431776479894,20.401522653696095,27.31002203046986, +82,1833,244,6,120619,,30.80074242435803,40.963213765471245, +115,1833,245,6,120619,,,3.3460273629563946, +116,1833,246,6,120619,,,22.667571216153288, +144,1833,248,6,120619,,,,37.66977613882307 +145,1833,249,6,120619,,,,26.317382461732237 +60,1833,250,6,200619,49.282991367979896,,67.64110067733117, +61,1833,251,6,200619,21.280720510907784,,, +62,1833,252,6,200619,27.446401742694725,,, +63,1833,253,6,200619,36.52175905795125,26.42863986964406,37.38954639133728,47.11768139477036 +91,1833,254,6,200619,,24.101928445387745,, +92,1833,257,6,200619,,2.846280844208376,, +137,1833,260,6,200619,,,,41.851055179829885 +138,1833,261,6,200619,,,,26.80115222693583 +8,1833,263,6,260619,39.74127672463668,,,28.093972776659108 +9,1833,265,6,260619,32.13618766955441,,, +126,1833,270,6,260619,,,35.48505963842458, +142,1833,274,6,260619,,,,28.40234908187477 +143,1833,275,6,260619,,,,35.30451344874748 +33,1833,278,6,290519,32.29310218678528,,, +34,1833,279,6,290519,44.32487257100584,,, +106,1833,284,6,290519,,,34.53865345174027, +107,1833,285,6,290519,,,87.64571681202473, +108,1833,286,6,290519,,,32.01227981363561, +83,1833,301,7,120619,,42.283152512974745,, +117,1833,302,7,120619,,,11.673925981368484, +64,1833,304,7,200619,25.771230133508034,28.363740688135962,35.844791479900024,35.9827417415062 +35,1833,317,7,290519,16.818161079363982,,30.282605008660394, +109,1833,322,7,290519,,,32.761242711271656, +75,1834,329,0,10319,,50.19475584365472,, +47,1834,332,0,60319,54.7493677458757,,,44.051701546739004 +48,1834,338,0,60319,29.05154837491754,,, +120,1834,356,2,120319,,,69.66561073064483, +44,1834,357,2,220319,43.99759727600757,52.52299272826446,59.4125213087026, +45,1834,358,2,220319,31.691572311854248,39.14591615324882,27.508967448036383, +46,1834,359,2,220319,14.274873221216446,,, +136,1834,360,2,220319,,,,50.21564940115445 +38,1834,361,3,10319,9.070326319802298,10.187142134473852,, +39,1834,362,3,10319,20.78023965583636,,, +76,1834,364,3,10319,,40.298181727973954,, +24,1834,379,3,150319,54.20112150529896,,, +70,1834,381,3,150319,,44.127427376291934,48.57198981708812,64.42795545196071 +66,1834,482,6,220319,,11.375006021296954,, +84,1834,518,7,110319,,42.35199763447087,, +132,1839,577,1,120619,,,,2.9601871433320497 +25,1839,609,5,120619,53.750679930350046,,, +96,1839,611,5,120619,,63.58572578425329,, +122,1839,612,5,120619,,,75.45430599082725, +36,1839,613,5,200619,44.52058543123661,,, +27,1839,615,5,290519,60.970589459223966,,, +28,1839,616,5,290519,47.46229045621769,,, +71,1839,617,5,290519,,65.99079324084691,, +97,1839,629,6,120619,,10.959502008026949,17.901976898619683,20.62584302373816 +100,1839,645,6,200619,,53.73921884291809,, +49,1839,655,7,60619,34.39095819765599,52.657542822113456,,57.886321426931666 +110,1839,656,7,60619,,,55.57644772627879,28.878949061036895 +111,1839,657,7,60619,,,19.551845700509134, +26,1839,658,7,120619,42.29177352222725,,, +123,1839,659,7,120619,,,40.60713527049653,32.937898232443125 +133,1839,660,7,120619,,,,44.73198915702653 +37,1839,661,7,200619,43.07114866742077,,, +29,1839,666,7,290519,41.10594208005076,,, +30,1839,667,7,290519,29.648894000284532,,, +72,1839,671,7,290519,,19.78633205949218,, +69,1849,684,0,220319,,47.547460103057176,, +50,1849,715,1,110319,11.49475582137281,14.594716994641704,, +73,1849,724,1,280219,,39.44679759374859,,39.73809847616949 +139,1849,835,4,150319,,,,20.487248599291835 +43,1849,851,5,60319,56.10971759953214,,, +65,1849,932,7,280219,20.059525727783804,,, +74,1849,937,7,280219,,26.78739556695071,, +105,1849,939,7,280219,,,40.221919909925, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_max_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_max_rate.tex new file mode 100644 index 000000000..2c33ea9cf --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_max_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 37.202196 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 19.734048 & 31.146499 & 30.056950 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 32.790636 & 35.621524 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 35.064991 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 29.847893 & 26.629070 \\ +0 & 1833 & 30 & 0 & 260619 & 36.280349 & NaN & 30.189610 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 24.552774 & NaN & 22.004182 & 20.271493 \\ +2 & 1833 & 32 & 0 & 260619 & 38.207591 & 20.460285 & 33.601106 & 24.105534 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 33.535880 & 41.111366 & 31.638541 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 16.444077 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 21.397287 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 32.131157 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 33.303565 & 23.194089 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 55.517657 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 3.599256 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 26.290634 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 34.058773 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 38.928056 & NaN & 43.871514 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 55.676544 & 30.845979 & 56.786281 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 34.159706 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 46.283397 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 55.044117 \\ +3 & 1833 & 78 & 1 & 260619 & 69.507084 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 26.200850 & 27.364112 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 26.948843 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 20.603136 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 37.136647 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 34.626224 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 76.146162 & 50.231301 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 33.978702 & 31.166576 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 34.616886 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 28.287379 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 47.893713 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 37.589748 & 23.303397 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 25.045589 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 29.208665 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 15.524492 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 51.203536 & 52.698869 & 63.759172 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 34.689672 & NaN & 30.088577 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 20.400567 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 29.607429 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 27.603468 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 30.613576 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 37.234918 & 39.933252 \\ +5 & 1833 & 150 & 3 & 260619 & 47.343013 & 60.919545 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 28.940390 & 22.281709 & 38.529052 & 27.741949 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 33.209116 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 36.889901 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 51.724387 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 27.867676 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 34.595619 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 26.460855 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 41.647033 & 45.241348 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 23.651879 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 18.825772 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 69.760091 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 45.479112 & 34.348892 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 24.759165 \\ +32 & 1833 & 214 & 5 & 290519 & 14.378440 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 42.441628 \\ +21 & 1833 & 231 & 6 & 50619 & 25.147168 & 40.631980 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 74.489185 & 44.749074 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 43.179131 & 26.358257 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 36.857656 & 35.888041 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 31.260322 & 25.316690 \\ +7 & 1833 & 243 & 6 & 260619 & 32.143178 & 20.401523 & 27.310022 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 30.800742 & 40.963214 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 3.346027 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 22.667571 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 37.669776 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 26.317382 \\ +60 & 1833 & 250 & 6 & 200619 & 49.282991 & NaN & 67.641101 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 21.280721 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 27.446402 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 36.521759 & 26.428640 & 37.389546 & 47.117681 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 24.101928 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 2.846281 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 41.851055 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 26.801152 \\ +8 & 1833 & 263 & 6 & 260619 & 39.741277 & NaN & NaN & 28.093973 \\ +9 & 1833 & 265 & 6 & 260619 & 32.136188 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 35.485060 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 28.402349 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 35.304513 \\ +33 & 1833 & 278 & 6 & 290519 & 32.293102 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 44.324873 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 34.538653 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 87.645717 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 32.012280 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 42.283153 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 11.673926 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 25.771230 & 28.363741 & 35.844791 & 35.982742 \\ +35 & 1833 & 317 & 7 & 290519 & 16.818161 & NaN & 30.282605 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 32.761243 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 50.194756 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 54.749368 & NaN & NaN & 44.051702 \\ +48 & 1834 & 338 & 0 & 60319 & 29.051548 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 69.665611 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 43.997597 & 52.522993 & 59.412521 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 31.691572 & 39.145916 & 27.508967 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 14.274873 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 50.215649 \\ +38 & 1834 & 361 & 3 & 10319 & 9.070326 & 10.187142 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 20.780240 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 40.298182 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 54.201122 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 44.127427 & 48.571990 & 64.427955 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 11.375006 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 42.351998 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 2.960187 \\ +25 & 1839 & 609 & 5 & 120619 & 53.750680 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 63.585726 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 75.454306 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 44.520585 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 60.970589 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 47.462290 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 65.990793 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 10.959502 & 17.901977 & 20.625843 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 53.739219 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 34.390958 & 52.657543 & NaN & 57.886321 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 55.576448 & 28.878949 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 19.551846 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 42.291774 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 40.607135 & 32.937898 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 44.731989 \\ +37 & 1839 & 661 & 7 & 200619 & 43.071149 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 41.105942 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 29.648894 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 19.786332 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 47.547460 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 11.494756 & 14.594717 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 39.446798 & NaN & 39.738098 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 20.487249 \\ +43 & 1849 & 851 & 5 & 60319 & 56.109718 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 20.059526 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 26.787396 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 40.221920 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_out_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_out_field_mean_rate.csv new file mode 100644 index 000000000..d2a431c28 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_out_field_mean_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,5.126629806979795,,, +85,1833,13,0,20719,,3.6766872037254505,4.2508393105360405,6.7094146324039725 +86,1833,14,0,20719,,13.120766883467233,13.151130928327856, +58,1833,23,0,200619,13.16179531056468,,, +127,1833,26,0,200619,,,4.4318948945805285,5.143014093638575 +0,1833,30,0,260619,4.013533328693846,,3.465292479621025, +1,1833,31,0,260619,1.3544785416511484,,2.1123199965845685,1.9032114621862672 +2,1833,32,0,260619,1.2987517884119717,1.444919157857641,1.3377331777181842,0.8996377229601161 +67,1833,35,0,260619,,6.1992546395884025,4.065906809457609,3.6269055567405517 +124,1833,37,0,260619,,,1.604012002636556, +10,1833,45,1,10719,1.2055160042573851,,, +11,1833,46,1,10719,3.9700838286458544,,, +12,1833,47,1,10719,1.380332553267431,1.16979481977403,, +13,1833,49,1,10719,11.980563753013374,,, +101,1833,53,1,10719,,0.09906045652075644,, +102,1833,55,1,10719,,1.9988737036670496,, +52,1833,56,1,20719,10.295932446977536,,, +53,1833,57,1,20719,4.159410933648895,,4.860593616327981, +54,1833,58,1,20719,8.142887998077455,4.277230791566476,6.700439609500855, +87,1833,59,1,20719,,1.3928960139720514,, +134,1833,61,1,20719,,,,9.611778533187449 +135,1833,63,1,20719,,,,5.715047883397349 +3,1833,78,1,260619,12.857837563440913,,, +4,1833,79,1,260619,4.8004693158632925,3.432816807054988,, +125,1833,83,1,260619,,,2.6609195351205, +140,1833,86,1,260619,,,,1.3692188998661532 +93,1833,89,1,290519,,17.999704889784073,, +94,1833,91,1,290519,,6.464282966821923,, +14,1833,96,2,10719,20.852602729253032,14.351504889009266,, +19,1833,106,2,50619,1.196232090770464,1.1258044220176149,, +77,1833,108,2,50619,,1.914631019693812,, +95,1833,117,2,290519,,3.0623377013654363,, +15,1833,118,3,10719,11.673098712818993,,, +16,1833,121,3,10719,1.0742329406247235,1.0741483199560349,, +103,1833,124,3,10719,,8.415958852025774,, +104,1833,128,3,10719,,3.5940476385582194,, +55,1833,129,3,20719,1.2587655364661456,,, +56,1833,130,3,20719,9.121504915967874,8.437359457593884,10.011787470695818, 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+47,1834,332,0,60319,18.696307812071094,,,18.05815873830392 +48,1834,338,0,60319,1.726799466472548,,, +120,1834,356,2,120319,,,21.212363938553427, +44,1834,357,2,220319,16.810493210314696,17.465345813018107,15.369549699821803, +45,1834,358,2,220319,1.0034125953609776,1.8122656307695089,1.297384158962574, +46,1834,359,2,220319,2.0595563952878817,,, +136,1834,360,2,220319,,,,3.0831440977395634 +38,1834,361,3,10319,0.15907646817787194,0.24704096518058574,, +39,1834,362,3,10319,2.766701825471962,,, +76,1834,364,3,10319,,18.565152895780514,, +24,1834,379,3,150319,14.841552339411,,, +70,1834,381,3,150319,,8.595808507859967,11.687702951085432,11.074015562975738 +66,1834,482,6,220319,,2.3409033735155584,, +84,1834,518,7,110319,,13.784853046019355,, +132,1839,577,1,120619,,,,0.11141549202621062 +25,1839,609,5,120619,9.578977397070998,,, +96,1839,611,5,120619,,18.89292838103484,, +122,1839,612,5,120619,,,9.489726087402802, +36,1839,613,5,200619,8.740787084625655,,, +27,1839,615,5,290519,14.035100011840985,,, +28,1839,616,5,290519,5.777361092938531,,, +71,1839,617,5,290519,,21.696264753555962,, +97,1839,629,6,120619,,0.6833391412396227,0.9858017033766384,0.7669880024649088 +100,1839,645,6,200619,,7.047298173819772,, +49,1839,655,7,60619,7.409721591888938,11.603008230881414,,6.737687357670225 +110,1839,656,7,60619,,,1.7716639313547629,1.0030183099606165 +111,1839,657,7,60619,,,1.1415189484289536, +26,1839,658,7,120619,7.538777804673169,,, +123,1839,659,7,120619,,,3.3956447496624107,2.1199687611481126 +133,1839,660,7,120619,,,,1.4034814966865676 +37,1839,661,7,200619,5.592478688288226,,, +29,1839,666,7,290519,6.390720982114348,,, +30,1839,667,7,290519,1.0148698842619477,,, +72,1839,671,7,290519,,0.31637233606569365,, +69,1849,684,0,220319,,14.98215721462962,, +50,1849,715,1,110319,2.195772573061516,2.2603964828534653,, +73,1849,724,1,280219,,14.824895739460725,,9.0363341420649 +139,1849,835,4,150319,,,,2.4685250782002077 +43,1849,851,5,60319,20.01583147337659,,, +65,1849,932,7,280219,4.484335153728728,,, +74,1849,937,7,280219,,7.984690884706057,, +105,1849,939,7,280219,,,10.00172073217178, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_out_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_out_field_mean_rate.tex new file mode 100644 index 000000000..0b3d62972 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_out_field_mean_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 5.126630 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 3.676687 & 4.250839 & 6.709415 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 13.120767 & 13.151131 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 13.161795 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 4.431895 & 5.143014 \\ +0 & 1833 & 30 & 0 & 260619 & 4.013533 & NaN & 3.465292 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 1.354479 & NaN & 2.112320 & 1.903211 \\ +2 & 1833 & 32 & 0 & 260619 & 1.298752 & 1.444919 & 1.337733 & 0.899638 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 6.199255 & 4.065907 & 3.626906 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 1.604012 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 1.205516 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 3.970084 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 1.380333 & 1.169795 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 11.980564 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.099060 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 1.998874 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 10.295932 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 4.159411 & NaN & 4.860594 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 8.142888 & 4.277231 & 6.700440 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 1.392896 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 9.611779 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 5.715048 \\ +3 & 1833 & 78 & 1 & 260619 & 12.857838 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 4.800469 & 3.432817 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 2.660920 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 1.369219 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 17.999705 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 6.464283 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 20.852603 & 14.351505 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 1.196232 & 1.125804 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 1.914631 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 3.062338 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 11.673099 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 1.074233 & 1.074148 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 8.415959 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 3.594048 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 1.258766 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 9.121505 & 8.437359 & 10.011787 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 2.205743 & NaN & 1.377884 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 1.235634 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 3.541830 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 1.325547 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 11.881537 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 12.442756 & 13.595656 \\ +5 & 1833 & 150 & 3 & 260619 & 11.001397 & 8.810522 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.762810 & 0.719570 & 1.521684 & 1.051498 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 10.668684 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 1.531607 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 7.186894 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 7.046521 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 4.541400 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 1.281805 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 4.797399 & 4.606519 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 1.707410 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 2.739928 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 14.331280 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 8.545985 & 6.370631 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 2.600112 \\ +32 & 1833 & 214 & 5 & 290519 & 3.054158 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 4.192511 \\ +21 & 1833 & 231 & 6 & 50619 & 5.154667 & 6.444029 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 13.864865 & 9.645817 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 6.421906 & 3.866012 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 1.450088 & 1.905550 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 2.117012 & 2.371343 \\ +7 & 1833 & 243 & 6 & 260619 & 4.662021 & 3.064351 & 4.532818 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 1.657270 & 3.009646 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.221844 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 2.471965 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 10.361446 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 7.145987 \\ +60 & 1833 & 250 & 6 & 200619 & 14.012919 & NaN & 18.188929 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 1.859750 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 2.218133 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 1.629452 & 0.843712 & 1.669844 & 1.584956 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 6.233997 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.224650 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 3.865825 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 7.267426 \\ +8 & 1833 & 263 & 6 & 260619 & 7.935655 & NaN & NaN & 8.240653 \\ +9 & 1833 & 265 & 6 & 260619 & 3.810986 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 6.592943 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 1.689725 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 7.235217 \\ +33 & 1833 & 278 & 6 & 290519 & 3.350115 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 2.628899 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 4.366730 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 19.459340 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 5.012558 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 6.222119 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 1.457628 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 7.111249 & 8.478217 & 10.051600 & 15.719372 \\ +35 & 1833 & 317 & 7 & 290519 & 2.344408 & NaN & 7.466423 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 5.344027 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 15.730951 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 18.696308 & NaN & NaN & 18.058159 \\ +48 & 1834 & 338 & 0 & 60319 & 1.726799 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 21.212364 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 16.810493 & 17.465346 & 15.369550 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 1.003413 & 1.812266 & 1.297384 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 2.059556 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 3.083144 \\ +38 & 1834 & 361 & 3 & 10319 & 0.159076 & 0.247041 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 2.766702 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 18.565153 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 14.841552 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 8.595809 & 11.687703 & 11.074016 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 2.340903 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 13.784853 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.111415 \\ +25 & 1839 & 609 & 5 & 120619 & 9.578977 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 18.892928 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 9.489726 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 8.740787 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 14.035100 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 5.777361 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 21.696265 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.683339 & 0.985802 & 0.766988 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 7.047298 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 7.409722 & 11.603008 & NaN & 6.737687 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 1.771664 & 1.003018 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 1.141519 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 7.538778 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 3.395645 & 2.119969 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 1.403481 \\ +37 & 1839 & 661 & 7 & 200619 & 5.592479 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 6.390721 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 1.014870 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.316372 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 14.982157 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 2.195773 & 2.260396 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 14.824896 & NaN & 9.036334 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 2.468525 \\ +43 & 1849 & 851 & 5 & 60319 & 20.015831 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 4.484335 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 7.984691 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 10.001721 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_selectivity.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_selectivity.csv new file mode 100644 index 000000000..3e32e3eaf --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_selectivity.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,4.761273338735918,,, +85,1833,13,0,20719,,3.641165955203883,4.8074463278260735,3.1703824540909338 +86,1833,14,0,20719,,1.9725730238650383,2.1792052391315506, +58,1833,23,0,200619,2.193311225690063,,, +127,1833,26,0,200619,,,4.3120768342572875,3.837088391279747 +0,1833,30,0,260619,6.306987763075974,,5.744526292737347, +1,1833,31,0,260619,9.347160559741036,,6.404118357107531,5.675091960002892 +2,1833,32,0,260619,12.702066724460066,5.824371298215003,10.068638881361318,9.225493461866852 +67,1833,35,0,260619,,3.4132689271191037,6.537769981874592,4.8795787284439935 +124,1833,37,0,260619,,,6.5532137976850775, +10,1833,45,1,10719,8.724171327732703,,, +11,1833,46,1,10719,4.605922112816074,,, +12,1833,47,1,10719,8.394382829049361,8.048287666734993,, +13,1833,49,1,10719,3.504686133161273,,, +101,1833,53,1,10719,,14.509010130971832,, +102,1833,55,1,10719,,5.429961632785011,, +52,1833,56,1,20719,2.587060694232996,,, +53,1833,57,1,20719,5.49812224936494,,5.387711003897143, +54,1833,58,1,20719,3.5069930437913786,4.08942111041388,4.598489383728143, +87,1833,59,1,20719,,9.007063235042395,, +134,1833,61,1,20719,,,,3.661426498695012 +135,1833,63,1,20719,,,,5.368485722584487 +3,1833,78,1,260619,4.02870533455684,,, +4,1833,79,1,260619,4.280530981252065,5.329228742208122,, +125,1833,83,1,260619,,,5.823193913621091, +140,1833,86,1,260619,,,,9.482880909735584 +93,1833,89,1,290519,,1.9364795558116896,, +94,1833,91,1,290519,,4.096294226027072,, +14,1833,96,2,10719,3.099002361326748,3.0022425518339664,, +19,1833,106,2,50619,11.28262598105976,12.482321589982867,, +77,1833,108,2,50619,,6.244304362634153,, +95,1833,117,2,290519,,4.616735465559083,, +15,1833,118,3,10719,3.2012419486353987,,, +16,1833,121,3,10719,10.979971536163344,7.390160688549397,, +103,1833,124,3,10719,,2.542139333341002,, +104,1833,128,3,10719,,5.317162369802634,, +55,1833,129,3,20719,6.0857721279816905,,, +56,1833,130,3,20719,3.5477285834587198,3.971156161802049,4.462366284002092, 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+43,1849,851,5,60319,2.37139744571632,,, +65,1849,932,7,280219,3.547597541342817,,, +74,1849,937,7,280219,,2.8469244705486862,, +105,1849,939,7,280219,,,3.1784130956622287, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_selectivity.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_selectivity.tex new file mode 100644 index 000000000..aec29863d --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_selectivity.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 4.761273 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 3.641166 & 4.807446 & 3.170382 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 1.972573 & 2.179205 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 2.193311 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 4.312077 & 3.837088 \\ +0 & 1833 & 30 & 0 & 260619 & 6.306988 & NaN & 5.744526 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 9.347161 & NaN & 6.404118 & 5.675092 \\ +2 & 1833 & 32 & 0 & 260619 & 12.702067 & 5.824371 & 10.068639 & 9.225493 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 3.413269 & 6.537770 & 4.879579 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 6.553214 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 8.724171 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 4.605922 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 8.394383 & 8.048288 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 3.504686 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 14.509010 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 5.429962 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 2.587061 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 5.498122 & NaN & 5.387711 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 3.506993 & 4.089421 & 4.598489 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 9.007063 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 3.661426 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 5.368486 \\ +3 & 1833 & 78 & 1 & 260619 & 4.028705 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 4.280531 & 5.329229 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 5.823194 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 9.482881 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 1.936480 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 4.096294 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 3.099002 & 3.002243 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 11.282626 & 12.482322 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 6.244304 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 4.616735 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 3.201242 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 10.979972 & 7.390161 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 2.542139 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 5.317162 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 6.085772 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 3.547729 & 3.971156 & 4.462366 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 6.444492 & NaN & 8.456822 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 7.007704 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 4.904130 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 10.963087 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 2.185050 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 2.323753 & 2.373714 \\ +5 & 1833 & 150 & 3 & 260619 & 3.303691 & 5.658917 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 11.388983 & 12.058283 & 8.867463 & 11.158535 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 2.648715 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 9.777594 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 4.231383 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 3.062262 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 5.819957 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 12.405316 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 5.818611 & 6.692568 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 7.663639 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 4.207235 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 3.875157 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 3.826098 & 3.998364 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 5.116170 \\ +32 & 1833 & 214 & 5 & 290519 & 3.778714 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 6.296281 \\ +21 & 1833 & 231 & 6 & 50619 & 3.729863 & 4.759869 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 4.467921 & 3.619601 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 3.549061 & 4.277899 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 8.876851 & 8.975437 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 7.256444 & 6.489262 \\ +7 & 1833 & 243 & 6 & 260619 & 4.019574 & 4.604216 & 3.821846 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 8.040746 & 6.774849 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 7.106608 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 5.800909 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 2.930249 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 2.917167 \\ +60 & 1833 & 250 & 6 & 200619 & 2.913071 & NaN & 2.952405 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 5.281616 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 7.304579 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 8.502036 & 9.456077 & 8.817872 & 11.578195 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 3.020004 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 6.512587 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 7.292966 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 3.117198 \\ +8 & 1833 & 263 & 6 & 260619 & 3.994177 & NaN & NaN & 2.619118 \\ +9 & 1833 & 265 & 6 & 260619 & 5.891700 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 3.795329 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 9.828931 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 3.740364 \\ +33 & 1833 & 278 & 6 & 290519 & 6.543258 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 11.580130 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 5.483130 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 3.899290 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 4.700318 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 4.978389 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 5.134678 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 2.923479 & 2.617972 & 2.801782 & 2.108910 \\ +35 & 1833 & 317 & 7 & 290519 & 5.690351 & NaN & 3.426849 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 4.508373 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 2.467632 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 2.336563 & NaN & NaN & 1.930026 \\ +48 & 1834 & 338 & 0 & 60319 & 7.842799 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 2.958338 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 2.128996 & 2.638980 & 3.073033 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 14.709770 & 12.632198 & 13.899939 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 4.922373 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 11.611840 \\ +38 & 1834 & 361 & 3 & 10319 & 16.246926 & 15.494573 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 5.213481 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 2.045242 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 2.750528 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 3.473139 & 3.049351 & 3.500385 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 4.385358 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 2.572024 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 15.295420 \\ +25 & 1839 & 609 & 5 & 120619 & 4.339735 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 2.608172 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 4.448514 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 4.007962 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 3.354273 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 4.790444 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 2.720610 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 8.135231 & 7.263353 & 9.479454 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 5.948013 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 4.093841 & 3.542129 & NaN & 6.184702 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 18.975875 & 13.295247 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 14.247930 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 3.898287 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 7.439464 & 8.428571 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 13.719407 \\ +37 & 1839 & 661 & 7 & 200619 & 4.794970 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 4.411335 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 8.789353 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 19.911477 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 2.704085 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 4.410789 & 5.319145 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 2.263755 & NaN & 3.416203 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 5.556964 \\ +43 & 1849 & 851 & 5 & 60319 & 2.371397 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 3.547598 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 2.846924 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 3.178413 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_spacing.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_spacing.csv new file mode 100644 index 000000000..0a9ce6bd9 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_spacing.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.36192076281339336,,, +85,1833,13,0,20719,,0.3467784250333343,0.3632274532099891,0.5435801599954235 +86,1833,14,0,20719,,0.3982781524644731,0.3351573747257052, +58,1833,23,0,200619,0.3913560813027572,,, +127,1833,26,0,200619,,,0.3704787897763235,0.3834315591992922 +0,1833,30,0,260619,0.3334162530587805,,0.3704787897763235, +1,1833,31,0,260619,0.3685634375182041,,0.3620599276289835,0.36166648213657626 +2,1833,32,0,260619,0.3519237221543228,0.3421416449382952,0.3558082524814743,0.3714470819706206 +67,1833,35,0,260619,,0.5728520725596566,0.3607754358645178,0.3757880816289274 +124,1833,37,0,260619,,,0.3906950409843831, +10,1833,45,1,10719,0.3437823038735133,,, +11,1833,46,1,10719,0.34694993336814184,,, +12,1833,47,1,10719,0.35923191118754666,0.34440275872176745,, +13,1833,49,1,10719,0.3498841133634287,,, +101,1833,53,1,10719,,0.6221289298240004,, +102,1833,55,1,10719,,0.3588314732606374,, +52,1833,56,1,20719,0.3545901361812102,,, +53,1833,57,1,20719,0.3636260691473692,,0.3607754358645178, +54,1833,58,1,20719,0.35786573878711003,0.3562493869358858,0.4604116583915709, +87,1833,59,1,20719,,0.3639798583229049,, +134,1833,61,1,20719,,,,0.4344344905984183 +135,1833,63,1,20719,,,,0.3650832031126146 +3,1833,78,1,260619,0.3581404759491997,,, +4,1833,79,1,260619,0.3757874240902273,0.3614295408892905,, +125,1833,83,1,260619,,,0.35730096082741936, +140,1833,86,1,260619,,,,0.3499575704166625 +93,1833,89,1,290519,,0.5415749157291706,, +94,1833,91,1,290519,,0.45345441221869903,, +14,1833,96,2,10719,0.3352324232175817,0.4053480610498774,, +19,1833,106,2,50619,0.3795447961672405,0.38725693402846745,, +77,1833,108,2,50619,,0.5064875452570806,, +95,1833,117,2,290519,,0.4752227555314191,, +15,1833,118,3,10719,0.3583154584506269,,, +16,1833,121,3,10719,0.370142061976448,0.3513110407198546,, +103,1833,124,3,10719,,0.3570323518836052,, +104,1833,128,3,10719,,0.3547926827878332,, +55,1833,129,3,20719,0.3745736030709872,,, +56,1833,130,3,20719,0.3610576753657324,0.3441007711841962,0.3581404759491997, +57,1833,132,3,20719,0.3675736681948112,,0.37937491549560426, 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+47,1834,332,0,60319,0.5616547304739572,,,0.6263422637131942 +48,1834,338,0,60319,0.6224109558907677,,, +120,1834,356,2,120319,,,0.65205275477414, +44,1834,357,2,220319,0.6525336716977262,0.5901353203800622,0.6369603159524361, +45,1834,358,2,220319,0.7065266199308123,0.7076466316361748,0.7378124065601877, +46,1834,359,2,220319,0.6458966847538389,,, +136,1834,360,2,220319,,,,0.6313500313793267 +38,1834,361,3,10319,0.62756758370735,0.5475210852457781,, +39,1834,362,3,10319,0.6888914708140721,,, +76,1834,364,3,10319,,0.4915068815444865,, +24,1834,379,3,150319,0.5734279506720733,,, +70,1834,381,3,150319,,0.5573108768272145,0.5942233531468382,0.5704651730519948 +66,1834,482,6,220319,,0.4955946773104135,, +84,1834,518,7,110319,,0.7926980312463171,, +132,1839,577,1,120619,,,,0.4894653248911047 +25,1839,609,5,120619,0.4738731194596568,,, +96,1839,611,5,120619,,0.5035463506867796,, +122,1839,612,5,120619,,,0.4714131767567326, +36,1839,613,5,200619,0.5066330302966745,,, +27,1839,615,5,290519,0.5477824503043683,,, +28,1839,616,5,290519,0.5459908390632625,,, +71,1839,617,5,290519,,0.5469427397696706,, +97,1839,629,6,120619,,0.4570332450968167,0.5195564689251053,0.4537981656322416 +100,1839,645,6,200619,,0.4739969993342821,, +49,1839,655,7,60619,0.4757036550023191,0.4914827044918941,,0.5056445926115718 +110,1839,656,7,60619,,,0.4744946758740224,0.4469682307178018 +111,1839,657,7,60619,,,0.5431602983462714, +26,1839,658,7,120619,0.4611497335512896,,, +123,1839,659,7,120619,,,0.4949232381243614,0.4903703322125012 +133,1839,660,7,120619,,,,0.4499553103342491 +37,1839,661,7,200619,0.4776248311055702,,, +29,1839,666,7,290519,0.5085557442160309,,, +30,1839,667,7,290519,0.4845672460103143,,, +72,1839,671,7,290519,,0.4942565704512029,, +69,1849,684,0,220319,,0.5226937300332515,, +50,1849,715,1,110319,0.92398168265765,0.6435983744927634,, +73,1849,724,1,280219,,0.968464650544282,,0.4732083789605002 +139,1849,835,4,150319,,,,0.5334414351596815 +43,1849,851,5,60319,0.6950133241748251,,, +65,1849,932,7,280219,0.5813073070103881,,, +74,1849,937,7,280219,,0.5194999481379476,, +105,1849,939,7,280219,,,0.5692363106057673, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_spacing.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_spacing.tex new file mode 100644 index 000000000..82cf52dc0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_spacing.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.361921 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.346778 & 0.363227 & 0.543580 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.398278 & 0.335157 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.391356 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.370479 & 0.383432 \\ +0 & 1833 & 30 & 0 & 260619 & 0.333416 & NaN & 0.370479 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.368563 & NaN & 0.362060 & 0.361666 \\ +2 & 1833 & 32 & 0 & 260619 & 0.351924 & 0.342142 & 0.355808 & 0.371447 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.572852 & 0.360775 & 0.375788 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.390695 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.343782 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.346950 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.359232 & 0.344403 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.349884 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.622129 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.358831 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.354590 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.363626 & NaN & 0.360775 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.357866 & 0.356249 & 0.460412 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.363980 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.434434 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.365083 \\ +3 & 1833 & 78 & 1 & 260619 & 0.358140 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.375787 & 0.361430 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.357301 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.349958 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.541575 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.453454 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.335232 & 0.405348 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.379545 & 0.387257 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.506488 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.475223 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.358315 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.370142 & 0.351311 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.357032 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.354793 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.374574 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.361058 & 0.344101 & 0.358140 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.367574 & NaN & 0.379375 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.369903 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.373728 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.347818 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.384952 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.355422 & 0.348821 \\ +5 & 1833 & 150 & 3 & 260619 & 0.348932 & 0.477803 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.378168 & 0.384357 & 0.370986 & 0.384615 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.406701 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.374574 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.372031 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.382420 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.327594 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.371074 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.362283 & 0.355974 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.388757 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.361058 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.360435 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.354816 & 0.353196 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.357612 \\ +32 & 1833 & 214 & 5 & 290519 & 0.389700 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.394754 \\ +21 & 1833 & 231 & 6 & 50619 & 0.406177 & 0.434762 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.362134 & 0.355665 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.398105 & 0.392784 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.380414 & 0.393352 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.376785 & 0.394795 \\ +7 & 1833 & 243 & 6 & 260619 & 0.361777 & 0.343784 & 0.345660 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.388683 & 0.368427 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.382377 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.363851 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.374918 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.379029 \\ +60 & 1833 & 250 & 6 & 200619 & 0.385988 & NaN & 0.364768 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.363537 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.359336 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.385030 & 0.390419 & 0.385392 & 0.374432 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.363514 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.364768 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.377556 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.384113 \\ +8 & 1833 & 263 & 6 & 260619 & 0.362555 & NaN & NaN & 0.367924 \\ +9 & 1833 & 265 & 6 & 260619 & 0.372193 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.352604 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.347304 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.352491 \\ +33 & 1833 & 278 & 6 & 290519 & 0.401765 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.445263 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.384464 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.413793 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.398662 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.363327 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.365928 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.397278 & 0.374918 & 0.433107 & 0.380266 \\ +35 & 1833 & 317 & 7 & 290519 & 0.412948 & NaN & 0.390775 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.374149 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.550904 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.561655 & NaN & NaN & 0.626342 \\ +48 & 1834 & 338 & 0 & 60319 & 0.622411 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.652053 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.652534 & 0.590135 & 0.636960 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.706527 & 0.707647 & 0.737812 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.645897 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.631350 \\ +38 & 1834 & 361 & 3 & 10319 & 0.627568 & 0.547521 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.688891 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.491507 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.573428 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.557311 & 0.594223 & 0.570465 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.495595 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.792698 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.489465 \\ +25 & 1839 & 609 & 5 & 120619 & 0.473873 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.503546 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.471413 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.506633 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.547782 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.545991 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.546943 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.457033 & 0.519556 & 0.453798 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.473997 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.475704 & 0.491483 & NaN & 0.505645 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.474495 & 0.446968 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.543160 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.461150 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.494923 & 0.490370 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.449955 \\ +37 & 1839 & 661 & 7 & 200619 & 0.477625 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.508556 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.484567 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.494257 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.522694 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.923982 & 0.643598 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.968465 & NaN & 0.473208 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.533441 \\ +43 & 1849 & 851 & 5 & 60319 & 0.695013 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.581307 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.519500 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.569236 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_sparsity.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_sparsity.csv new file mode 100644 index 000000000..27c3300bb --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_sparsity.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.6920701889061821,,, +85,1833,13,0,20719,,0.7528486931188602,0.7307139058825743,0.8253576722161735 +86,1833,14,0,20719,,0.9193671377383138,0.8717633110562012, +58,1833,23,0,200619,0.8972780665521398,,, +127,1833,26,0,200619,,,0.7060008899630317,0.7567478940827436 +0,1833,30,0,260619,0.5646036034340236,,0.4943438650043148, +1,1833,31,0,260619,0.3813942371839264,,0.505860628957147,0.6232557018326201 +2,1833,32,0,260619,0.33878504191604913,0.4786697454278322,0.3581690797337609,0.3561089998910658 +67,1833,35,0,260619,,0.7592752596629547,0.5668920468514892,0.6612949571054737 +124,1833,37,0,260619,,,0.5787886461946391, +10,1833,45,1,10719,0.4175641933396968,,, +11,1833,46,1,10719,0.6421673325729962,,, +12,1833,47,1,10719,0.4152833796538305,0.4022736510302469,, +13,1833,49,1,10719,0.7925960510000457,,, +101,1833,53,1,10719,,0.33428129855478617,, +102,1833,55,1,10719,,0.5836298165584864,, +52,1833,56,1,20719,0.8345877245604854,,, +53,1833,57,1,20719,0.5647181095555608,,0.5680919014072225, +54,1833,58,1,20719,0.6658048168146803,0.6898878191586159,0.6295470438371558, 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+27,1839,615,5,290519,0.8106591940943466,,, +28,1839,616,5,290519,0.5704381959798884,,, +71,1839,617,5,290519,,0.8464787569022018,, +97,1839,629,6,120619,,0.40409580120201255,0.3434092033169105,0.3139019104116122 +100,1839,645,6,200619,,0.7316890672179022,, +49,1839,655,7,60619,0.7324142038962331,0.8663340713498372,,0.8073717623901857 +110,1839,656,7,60619,,,0.2816827121183637,0.3574023237989435 +111,1839,657,7,60619,,,0.6190507602100507, +26,1839,658,7,120619,0.658493371768111,,, +123,1839,659,7,120619,,,0.40212122221952745,0.4078619300449664 +133,1839,660,7,120619,,,,0.28172056887453306 +37,1839,661,7,200619,0.6378095663217074,,, +29,1839,666,7,290519,0.6537416802411983,,, +30,1839,667,7,290519,0.29045604046154777,,, +72,1839,671,7,290519,,0.18941295224794907,, +69,1849,684,0,220319,,0.8917534010246606,, +50,1849,715,1,110319,0.7124012965897022,0.6900632840827111,, +73,1849,724,1,280219,,0.9168220880477912,,0.8278240461963249 +139,1849,835,4,150319,,,,0.7043489061075803 +43,1849,851,5,60319,0.906357400760045,,, +65,1849,932,7,280219,0.7166092689835266,,, +74,1849,937,7,280219,,0.8210984189431745,, +105,1849,939,7,280219,,,0.8159900710795797, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_sparsity.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_sparsity.tex new file mode 100644 index 000000000..a4bb5690f --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_sparsity.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.692070 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.752849 & 0.730714 & 0.825358 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.919367 & 0.871763 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.897278 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.706001 & 0.756748 \\ +0 & 1833 & 30 & 0 & 260619 & 0.564604 & NaN & 0.494344 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.381394 & NaN & 0.505861 & 0.623256 \\ +2 & 1833 & 32 & 0 & 260619 & 0.338785 & 0.478670 & 0.358169 & 0.356109 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.759275 & 0.566892 & 0.661295 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.578789 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.417564 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.642167 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.415283 & 0.402274 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.792596 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.334281 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.583630 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.834588 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.564718 & NaN & 0.568092 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.665805 & 0.689888 & 0.629547 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.441139 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.756721 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.652979 \\ +3 & 1833 & 78 & 1 & 260619 & 0.728542 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.678247 & 0.732236 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.543088 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.494327 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.967003 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.733505 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.857256 & 0.883465 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.302690 & 0.286788 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.375680 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.580607 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.857453 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.374655 & 0.486008 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.921713 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.658958 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.569027 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.711945 & 0.729586 & 0.773989 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.414745 & NaN & 0.424114 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.451768 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.635592 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.437499 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.916423 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.867476 & 0.917093 \\ +5 & 1833 & 150 & 3 & 260619 & 0.823640 & 0.789324 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.279159 & 0.355400 & 0.334912 & 0.278699 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.914826 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.317477 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.667340 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.823524 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.719083 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.365037 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.658127 & 0.756866 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.556584 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.697039 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.808470 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.748062 & 0.729313 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.598948 \\ +32 & 1833 & 214 & 5 & 290519 & 0.693932 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.685528 \\ +21 & 1833 & 231 & 6 & 50619 & 0.714852 & 0.752530 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.770007 & 0.829891 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.684483 & 0.643070 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.354675 & 0.419111 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.485435 & 0.525422 \\ +7 & 1833 & 243 & 6 & 260619 & 0.627033 & 0.685154 & 0.701943 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.411446 & 0.467843 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.519614 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.738249 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.869628 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.849319 \\ +60 & 1833 & 250 & 6 & 200619 & 0.863924 & NaN & 0.850475 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.521195 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.620306 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.364867 & 0.361013 & 0.327022 & 0.443333 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.811085 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.598365 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.694814 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.891549 \\ +8 & 1833 & 263 & 6 & 260619 & 0.777500 & NaN & NaN & 0.882874 \\ +9 & 1833 & 265 & 6 & 260619 & 0.587099 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.758097 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.553016 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.783643 \\ +33 & 1833 & 278 & 6 & 290519 & 0.615730 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.383693 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.673046 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.883421 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.626585 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.742309 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.611520 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.810391 & 0.864023 & 0.849488 & 0.916390 \\ +35 & 1833 & 317 & 7 & 290519 & 0.575828 & NaN & 0.852769 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.711193 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.859378 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.872428 & NaN & NaN & 0.899118 \\ +48 & 1834 & 338 & 0 & 60319 & 0.413796 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.921223 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.902152 & 0.878596 & 0.861753 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.287562 & 0.352596 & 0.269734 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.717886 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.434665 \\ +38 & 1834 & 361 & 3 & 10319 & 0.200066 & 0.172684 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.707538 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.951652 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.849449 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.749049 & 0.846775 & 0.789448 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.897830 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.921579 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.258112 \\ +25 & 1839 & 609 & 5 & 120619 & 0.635775 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.848668 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.637116 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.723853 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.810659 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.570438 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.846479 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.404096 & 0.343409 & 0.313902 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.731689 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.732414 & 0.866334 & NaN & 0.807372 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.281683 & 0.357402 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.619051 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.658493 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.402121 & 0.407862 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.281721 \\ +37 & 1839 & 661 & 7 & 200619 & 0.637810 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.653742 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.290456 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.189413 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.891753 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.712401 & 0.690063 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.916822 & NaN & 0.827824 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.704349 \\ +43 & 1849 & 851 & 5 & 60319 & 0.906357 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.716609 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.821098 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.815990 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_spatial_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_spatial_average_rate.csv new file mode 100644 index 000000000..a9a8d5d1a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_spatial_average_rate.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,7.804815011944244,,, +85,1833,13,0,20719,,5.396455784441511,6.459835470981845,9.47740450938203 +86,1833,14,0,20719,,16.651782416840803,16.435864030935328, +58,1833,23,0,200619,16.032000587074528,,, +127,1833,26,0,200619,,,6.987099463390888,6.894638689360333 +0,1833,30,0,260619,5.7409532048347485,,5.2061320921677146, +1,1833,31,0,260619,2.604506760226972,,3.3938343373584514,3.607356898051216 +2,1833,32,0,260619,3.046328910479436,3.527645948495344,3.4038071605919784,2.687181652336443 +67,1833,35,0,260619,,9.904025197280204,6.2389938568732095,6.472383643362972 +124,1833,37,0,260619,,,2.477064795788088, +10,1833,45,1,10719,2.4638587321982395,,, +11,1833,46,1,10719,7.221140827232075,,, +12,1833,47,1,10719,4.053476458569861,2.9268978644344608,, +13,1833,49,1,10719,15.919478287236045,,, +101,1833,53,1,10719,,0.2568637054005352,, +102,1833,55,1,10719,,4.916600903094071,, +52,1833,56,1,20719,13.21890498904938,,, +53,1833,57,1,20719,7.044046772034595,,8.144659674558117, +54,1833,58,1,20719,15.90189233741507,7.595327704714612,12.420919506593373, +87,1833,59,1,20719,,3.80267701714814,, 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+105,1849,939,7,280219,,,12.468587775175829, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_spatial_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_spatial_average_rate.tex new file mode 100644 index 000000000..f801f0e7e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_spatial_average_rate.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 7.804815 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 5.396456 & 6.459835 & 9.477405 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 16.651782 & 16.435864 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 16.032001 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 6.987099 & 6.894639 \\ +0 & 1833 & 30 & 0 & 260619 & 5.740953 & NaN & 5.206132 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 2.604507 & NaN & 3.393834 & 3.607357 \\ +2 & 1833 & 32 & 0 & 260619 & 3.046329 & 3.527646 & 3.403807 & 2.687182 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 9.904025 & 6.238994 & 6.472384 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 2.477065 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 2.463859 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 7.221141 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 4.053476 & 2.926898 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 15.919478 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.256864 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 4.916601 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 13.218905 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 7.044047 & NaN & 8.144660 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 15.901892 & 7.595328 & 12.420920 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 3.802677 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 12.559095 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 10.318467 \\ +3 & 1833 & 78 & 1 & 260619 & 17.225113 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 6.134350 & 5.181311 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 4.668079 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 2.164956 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 19.275728 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 8.428077 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 24.835599 & 16.870422 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 3.068406 & 2.462695 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 5.485441 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 6.185577 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 15.040955 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 3.562336 & 3.179376 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 9.881357 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 5.544998 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 2.572895 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 14.546732 & 13.240853 & 14.368019 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 5.386001 & NaN & 3.661410 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 2.915215 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 6.043572 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 2.509077 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 14.126039 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 16.033605 & 16.868411 \\ +5 & 1833 & 150 & 3 & 260619 & 14.442755 & 10.689558 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 2.583216 & 1.890141 & 4.325149 & 2.424259 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 12.619649 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 3.785312 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 12.242817 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 9.193194 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 5.947835 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 2.103320 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 7.163748 & 6.806082 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 3.122502 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 4.572599 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 18.121168 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 11.860607 & 8.726168 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 4.866693 \\ +32 & 1833 & 214 & 5 & 290519 & 3.777333 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 6.928757 \\ +21 & 1833 & 231 & 6 & 50619 & 6.699314 & 8.476836 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 16.676228 & 12.386396 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 12.298720 & 6.145018 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 4.278901 & 3.979443 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 4.305914 & 3.882118 \\ +7 & 1833 & 243 & 6 & 260619 & 8.035831 & 4.410588 & 7.290608 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 3.836806 & 6.013540 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.478694 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 3.940328 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 12.918850 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 9.049186 \\ +60 & 1833 & 250 & 6 & 200619 & 16.926297 & NaN & 22.984314 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 4.047835 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 3.793422 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 4.339810 & 2.792407 & 4.227988 & 4.125234 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 7.985766 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.443191 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 5.699866 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 8.564762 \\ +8 & 1833 & 263 & 6 & 260619 & 9.950211 & NaN & NaN & 10.722627 \\ +9 & 1833 & 265 & 6 & 260619 & 5.458120 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 9.334186 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 2.911189 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 9.388614 \\ +33 & 1833 & 278 & 6 & 290519 & 4.949241 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 3.748486 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 6.314834 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 22.735735 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 6.755638 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 8.552743 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 2.253340 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 8.870495 & 10.869166 & 12.987241 & 17.092565 \\ +35 & 1833 & 317 & 7 & 290519 & 2.936139 & NaN & 8.844593 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 7.344374 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 20.486155 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 23.555860 & NaN & NaN & 22.972089 \\ +48 & 1834 & 338 & 0 & 60319 & 3.705666 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 23.604567 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 20.775376 & 19.765337 & 19.335502 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 2.200187 & 3.058569 & 1.945223 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 2.898288 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 4.277039 \\ +38 & 1834 & 361 & 3 & 10319 & 0.559340 & 0.631753 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 4.003499 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 19.688775 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 19.730922 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 12.754145 & 16.053692 & 18.571214 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 2.588444 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 16.498662 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.192623 \\ +25 & 1839 & 609 & 5 & 120619 & 12.279401 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 24.358073 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 17.025782 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 11.136606 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 18.153659 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 9.993227 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 24.395633 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 1.359200 & 2.506278 & 2.201449 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 9.119905 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 8.379110 & 14.890230 & NaN & 9.408469 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 2.860218 & 2.160053 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 1.365083 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 10.779776 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 5.452195 & 3.878968 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 3.200716 \\ +37 & 1839 & 661 & 7 & 200619 & 9.032690 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 9.301335 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 3.424032 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.978543 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 17.572282 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 2.622889 & 2.720411 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 17.444822 & NaN & 11.582628 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 3.745342 \\ +43 & 1849 & 851 & 5 & 60319 & 23.669931 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 5.715207 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 9.460703 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 12.468588 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_specificity.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_specificity.csv new file mode 100644 index 000000000..ca0fa46de --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_specificity.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.42293937890132405,,, +85,1833,13,0,20719,,0.3482332140616108,0.40656813294199123,0.3029866946454821 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+43,1849,851,5,60319,0.1809479413920949,,, +65,1849,932,7,280219,0.32330812107726037,,, +74,1849,937,7,280219,,0.24407145230249716,, +105,1849,939,7,280219,,,0.2907581922541325, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_specificity.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_specificity.tex new file mode 100644 index 000000000..3182d911c --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_specificity.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.422939 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.348233 & 0.406568 & 0.302987 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.198885 & 0.232900 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.211944 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.408887 & 0.332798 \\ +0 & 1833 & 30 & 0 & 260619 & 0.424173 & NaN & 0.518109 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.731299 & NaN & 0.505934 & 0.522699 \\ +2 & 1833 & 32 & 0 & 260619 & 0.810873 & 0.706182 & 0.812624 & 0.866625 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.380816 & 0.503640 & 0.484546 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.464584 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.719967 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.474772 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.781733 & 0.751637 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.320624 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.723960 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.613965 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.269271 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.533352 & NaN & 0.502382 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.527161 & 0.456729 & 0.520638 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.732983 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & 0.314046 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.508588 \\ +3 & 1833 & 78 & 1 & 260619 & 0.324125 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.387184 & 0.354404 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.553549 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & 0.572807 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.097718 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.371469 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.231466 & 0.193559 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.831934 & 0.777943 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.735470 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & 0.532902 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & 0.258124 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & 0.855457 & 0.710585 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.165331 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.439554 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.533601 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.436340 & 0.368679 & 0.371889 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.763878 & NaN & 0.750048 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.704446 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.465890 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.643678 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.171734 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.252210 & 0.193141 \\ +5 & 1833 & 150 & 3 & 260619 & 0.280234 & 0.276538 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 1.025405 & 0.840958 & 0.906828 & 0.860573 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.184136 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.841868 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.472777 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.277214 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.327536 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.691941 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 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& 0.619655 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.404568 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.242226 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.246637 \\ +60 & 1833 & 250 & 6 & 200619 & 0.246519 & NaN & 0.232142 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.614827 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.500678 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.842491 & 0.877607 & 0.860082 & 0.737648 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.277970 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.505906 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.416865 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.227965 \\ +8 & 1833 & 263 & 6 & 260619 & 0.310353 & NaN & NaN & 0.237093 \\ +9 & 1833 & 265 & 6 & 260619 & 0.461704 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.343029 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.543041 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.316764 \\ +33 & 1833 & 278 & 6 & 290519 & 0.499426 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.561006 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.441552 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.204132 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.426012 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.361332 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.463053 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.259603 & 0.252315 & 0.266394 & 0.156145 \\ +35 & 1833 & 317 & 7 & 290519 & 0.393613 & NaN & 0.231222 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.380807 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.235488 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.228287 & NaN & NaN & 0.184217 \\ +48 & 1834 & 338 & 0 & 60319 & 0.745016 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.164528 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.175488 & 0.224014 & 0.236124 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.713861 & 0.671151 & 0.707146 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.274675 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.540349 \\ +38 & 1834 & 361 & 3 & 10319 & 1.066391 & 1.011561 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.357528 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.133847 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.255533 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & 0.364309 & 0.281130 & 0.369656 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.183115 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & 0.163429 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.812403 \\ +25 & 1839 & 609 & 5 & 120619 & 0.395230 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.256486 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.498998 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.284901 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.308003 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.534683 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.201307 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & 0.723233 & 0.869637 & 0.934976 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.345081 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.306890 & 0.228202 & NaN & 0.315181 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.723246 & 0.824338 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.319636 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.409807 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.638308 & 0.689114 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.897329 \\ +37 & 1839 & 661 & 7 & 200619 & 0.447996 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.442405 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.898771 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 1.091064 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.204493 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.243710 & 0.306605 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & 0.171510 & NaN & 0.241251 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.387268 \\ +43 & 1849 & 851 & 5 & 60319 & 0.180948 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.323308 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.244071 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.290758 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_speed_score.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_speed_score.csv new file mode 100644 index 000000000..ede8eff64 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_speed_score.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.07389745659348869,,, 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+69,1849,684,0,220319,,0.18082216541846466,, +50,1849,715,1,110319,0.00575653010385411,0.13430299563317388,, +73,1849,724,1,280219,,-0.024805977215743596,,0.036245777619283666 +139,1849,835,4,150319,,,,-0.00528418994387063 +43,1849,851,5,60319,0.13678469761205456,,, +65,1849,932,7,280219,0.008045143397781195,,, +74,1849,937,7,280219,,0.14668309421151368,, +105,1849,939,7,280219,,,0.019513375245214692, diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_speed_score.tex b/actions/comparisons-allcells/data/statistics/values_gridcell_speed_score.tex new file mode 100644 index 000000000..e0a12bd5d --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_speed_score.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.073897 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & -0.009505 & 0.079646 & 0.080755 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.083756 & 0.224282 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.231129 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.066915 & 0.095119 \\ +0 & 1833 & 30 & 0 & 260619 & 0.171024 & NaN & 0.182215 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & 0.065122 & NaN & 0.109885 & 0.035917 \\ +2 & 1833 & 32 & 0 & 260619 & 0.108026 & 0.104796 & 0.076643 & 0.050369 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & 0.118620 & 0.129496 & 0.048501 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.027640 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.139854 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.086362 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.021849 & 0.112789 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.252964 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & -0.022132 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.058707 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.253373 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 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3 & 10719 & 0.055858 & 0.024778 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.199269 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & 0.150856 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.002276 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.098871 & 0.002287 & 0.146271 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.077844 & NaN & 0.079627 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & 0.074230 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & 0.068418 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.122678 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.303426 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.094317 & 0.112673 \\ +5 & 1833 & 150 & 3 & 260619 & 0.225086 & 0.169959 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.098800 & 0.120611 & 0.071140 & 0.110127 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.237982 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.124926 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.128603 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.159742 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.234255 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & 0.138466 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.153598 & 0.063598 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.102295 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.106178 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.161382 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.123657 & 0.194022 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.033971 \\ +32 & 1833 & 214 & 5 & 290519 & 0.228269 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.229502 \\ +21 & 1833 & 231 & 6 & 50619 & 0.267223 & 0.169825 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & 0.280439 & 0.191349 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.188948 & 0.071915 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.100745 & 0.114004 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.066606 & 0.078241 \\ +7 & 1833 & 243 & 6 & 260619 & 0.194539 & 0.154249 & 0.200737 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.144819 & 0.113825 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.108436 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.140429 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.200898 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.202107 \\ +60 & 1833 & 250 & 6 & 200619 & 0.203080 & NaN & 0.256042 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.047132 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.172477 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.090054 & 0.034927 & 0.080408 & 0.035344 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & 0.187277 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.105166 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.102558 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.201139 \\ +8 & 1833 & 263 & 6 & 260619 & 0.239890 & NaN & NaN & 0.118964 \\ +9 & 1833 & 265 & 6 & 260619 & 0.242441 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.125287 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.081522 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.169285 \\ +33 & 1833 & 278 & 6 & 290519 & 0.215271 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & 0.178834 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.087118 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.297548 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.088262 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & 0.187832 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.050181 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.223098 & 0.242586 & 0.244051 & 0.390079 \\ +35 & 1833 & 317 & 7 & 290519 & 0.226148 & NaN & 0.160881 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.193050 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.042486 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.188246 & NaN & NaN & 0.096652 \\ +48 & 1834 & 338 & 0 & 60319 & 0.017532 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & 0.114784 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.068531 & 0.038547 & 0.085252 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & 0.017024 & 0.029605 & 0.130652 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & -0.024133 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.074448 \\ +38 & 1834 & 361 & 3 & 10319 & -0.025629 & 0.005669 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.130525 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.200304 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.094309 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & -0.119797 & 0.087491 & 0.028796 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & 0.126822 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & -0.048244 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.099510 \\ +25 & 1839 & 609 & 5 & 120619 & 0.286217 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.126255 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.084280 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.112722 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.170944 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.154948 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.223438 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & -0.014868 & 0.081895 & 0.068531 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.150190 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.169141 & 0.115356 & NaN & 0.095583 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.082449 & 0.070585 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.158410 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.186381 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.079725 & 0.108677 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.121813 \\ +37 & 1839 & 661 & 7 & 200619 & 0.172198 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.127994 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.005454 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.103960 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.180822 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & 0.005757 & 0.134303 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & -0.024806 & NaN & 0.036246 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & -0.005284 \\ +43 & 1849 & 851 & 5 & 60319 & 0.136785 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.008045 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & 0.146683 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.019513 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_gridcell_theta_score.csv b/actions/comparisons-allcells/data/statistics/values_gridcell_theta_score.csv new file mode 100644 index 000000000..26bad06c2 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_gridcell_theta_score.csv @@ -0,0 +1,138 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +51,1833,8,0,20719,0.032887820994143266,,, +85,1833,13,0,20719,,0.03623412821306906,0.07005253940455343,0.04033307311995837 +86,1833,14,0,20719,,0.026388593317727176,0.06522336392109457, +58,1833,23,0,200619,0.024479107366503473,,, +127,1833,26,0,200619,,,0.043208751139471285,-0.0017746228926353148 +0,1833,30,0,260619,0.11996497373029773,,0.11225144323284156, +1,1833,31,0,260619,-0.0449497620306716,,0.024066390041493774,-0.029455081001472757 +2,1833,32,0,260619,0.03210857332009268,0.07531509375960653,0.12374763065258595,0.0035893754486719313 +67,1833,35,0,260619,,-0.03141824025713138,0.022727272727272728,-0.017517517517517518 +124,1833,37,0,260619,,,0.05132192846034215, +10,1833,45,1,10719,0.030223390275952694,,, +11,1833,46,1,10719,0.04403361344537815,,, +12,1833,47,1,10719,0.018713450292397658,0.0550381033022862,, 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b/actions/comparisons-allcells/data/statistics/values_gridcell_theta_score.tex @@ -0,0 +1,143 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +51 & 1833 & 8 & 0 & 20719 & 0.032888 & NaN & NaN & NaN \\ +85 & 1833 & 13 & 0 & 20719 & NaN & 0.036234 & 0.070053 & 0.040333 \\ +86 & 1833 & 14 & 0 & 20719 & NaN & 0.026389 & 0.065223 & NaN \\ +58 & 1833 & 23 & 0 & 200619 & 0.024479 & NaN & NaN & NaN \\ +127 & 1833 & 26 & 0 & 200619 & NaN & NaN & 0.043209 & -0.001775 \\ +0 & 1833 & 30 & 0 & 260619 & 0.119965 & NaN & 0.112251 & NaN \\ +1 & 1833 & 31 & 0 & 260619 & -0.044950 & NaN & 0.024066 & -0.029455 \\ +2 & 1833 & 32 & 0 & 260619 & 0.032109 & 0.075315 & 0.123748 & 0.003589 \\ +67 & 1833 & 35 & 0 & 260619 & NaN & -0.031418 & 0.022727 & -0.017518 \\ +124 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.051322 & NaN \\ +10 & 1833 & 45 & 1 & 10719 & 0.030223 & NaN & NaN & NaN \\ +11 & 1833 & 46 & 1 & 10719 & 0.044034 & NaN & NaN & NaN \\ +12 & 1833 & 47 & 1 & 10719 & 0.018713 & 0.055038 & NaN & NaN \\ +13 & 1833 & 49 & 1 & 10719 & 0.044958 & NaN & NaN & NaN \\ +101 & 1833 & 53 & 1 & 10719 & NaN & 0.200000 & NaN & NaN \\ +102 & 1833 & 55 & 1 & 10719 & NaN & 0.058416 & NaN & NaN \\ +52 & 1833 & 56 & 1 & 20719 & 0.159140 & NaN & NaN & NaN \\ +53 & 1833 & 57 & 1 & 20719 & 0.095156 & NaN & 0.061193 & NaN \\ +54 & 1833 & 58 & 1 & 20719 & 0.015050 & -0.007191 & 0.048478 & NaN \\ +87 & 1833 & 59 & 1 & 20719 & NaN & 0.028169 & NaN & NaN \\ +134 & 1833 & 61 & 1 & 20719 & NaN & NaN & NaN & -0.033065 \\ +135 & 1833 & 63 & 1 & 20719 & NaN & NaN & NaN & 0.005373 \\ +3 & 1833 & 78 & 1 & 260619 & 0.045369 & NaN & NaN & NaN \\ +4 & 1833 & 79 & 1 & 260619 & 0.177511 & -0.080132 & NaN & NaN \\ +125 & 1833 & 83 & 1 & 260619 & NaN & NaN & 0.052655 & NaN \\ +140 & 1833 & 86 & 1 & 260619 & NaN & NaN & NaN & -0.046074 \\ +93 & 1833 & 89 & 1 & 290519 & NaN & 0.085035 & NaN & NaN \\ +94 & 1833 & 91 & 1 & 290519 & NaN & 0.055063 & NaN & NaN \\ +14 & 1833 & 96 & 2 & 10719 & 0.038018 & 0.051751 & NaN & NaN \\ +19 & 1833 & 106 & 2 & 50619 & 0.031710 & -0.023923 & NaN & NaN \\ +77 & 1833 & 108 & 2 & 50619 & NaN & 0.077293 & NaN & NaN \\ +95 & 1833 & 117 & 2 & 290519 & NaN & -0.021254 & NaN & NaN \\ +15 & 1833 & 118 & 3 & 10719 & -0.027337 & NaN & NaN & NaN \\ +16 & 1833 & 121 & 3 & 10719 & -0.020482 & 0.005386 & NaN & NaN \\ +103 & 1833 & 124 & 3 & 10719 & NaN & 0.013169 & NaN & NaN \\ +104 & 1833 & 128 & 3 & 10719 & NaN & -0.031416 & NaN & NaN \\ +55 & 1833 & 129 & 3 & 20719 & 0.013289 & NaN & NaN & NaN \\ +56 & 1833 & 130 & 3 & 20719 & 0.089512 & 0.044271 & 0.058514 & NaN \\ +57 & 1833 & 132 & 3 & 20719 & 0.030322 & NaN & -0.002496 & NaN \\ +88 & 1833 & 134 & 3 & 20719 & NaN & -0.049227 & NaN & NaN \\ +89 & 1833 & 135 & 3 & 20719 & NaN & -0.023688 & NaN & NaN \\ +118 & 1833 & 136 & 3 & 20719 & NaN & NaN & 0.029598 & NaN \\ +79 & 1833 & 144 & 3 & 120619 & NaN & 0.003398 & NaN & NaN \\ +128 & 1833 & 149 & 3 & 200619 & NaN & NaN & 0.036020 & -0.007848 \\ +5 & 1833 & 150 & 3 & 260619 & 0.039089 & -0.022858 & NaN & NaN \\ +40 & 1833 & 168 & 4 & 120619 & 0.051143 & 0.036011 & 0.037811 & -0.017591 \\ +80 & 1833 & 171 & 4 & 120619 & NaN & 0.050889 & NaN & NaN \\ +59 & 1833 & 174 & 4 & 200619 & 0.036658 & NaN & NaN & NaN \\ +129 & 1833 & 176 & 4 & 200619 & NaN & NaN & 0.051300 & NaN \\ +31 & 1833 & 179 & 4 & 290519 & 0.028997 & NaN & NaN & NaN \\ +17 & 1833 & 185 & 5 & 10719 & 0.172668 & NaN & NaN & NaN \\ +18 & 1833 & 186 & 5 & 10719 & -0.014354 & NaN & NaN & NaN \\ +119 & 1833 & 195 & 5 & 20719 & NaN & NaN & 0.019774 & 0.043172 \\ +81 & 1833 & 202 & 5 & 120619 & NaN & 0.030459 & NaN & NaN \\ +130 & 1833 & 204 & 5 & 200619 & NaN & NaN & 0.221754 & NaN \\ +6 & 1833 & 205 & 5 & 260619 & 0.112527 & NaN & NaN & NaN \\ +68 & 1833 & 206 & 5 & 260619 & NaN & 0.111264 & 0.105990 & NaN \\ +141 & 1833 & 210 & 5 & 260619 & NaN & NaN & NaN & 0.066887 \\ +32 & 1833 & 214 & 5 & 290519 & 0.055901 & NaN & NaN & NaN \\ +146 & 1833 & 218 & 5 & 290519 & NaN & NaN & NaN & 0.114643 \\ +21 & 1833 & 231 & 6 & 50619 & 0.055118 & 0.115789 & NaN & NaN \\ +22 & 1833 & 232 & 6 & 50619 & -0.009887 & 0.030658 & NaN & NaN \\ +41 & 1833 & 233 & 6 & 120619 & 0.040420 & 0.122093 & NaN & NaN \\ +113 & 1833 & 234 & 6 & 120619 & NaN & NaN & 0.021788 & 0.006177 \\ +114 & 1833 & 240 & 6 & 120619 & NaN & NaN & 0.125541 & 0.061728 \\ +7 & 1833 & 243 & 6 & 260619 & 0.008718 & 0.020069 & 0.069803 & NaN \\ +82 & 1833 & 244 & 6 & 120619 & NaN & 0.048077 & 0.071279 & NaN \\ +115 & 1833 & 245 & 6 & 120619 & NaN & NaN & 0.020408 & NaN \\ +116 & 1833 & 246 & 6 & 120619 & NaN & NaN & 0.056911 & NaN \\ +144 & 1833 & 248 & 6 & 120619 & NaN & NaN & NaN & 0.060230 \\ +145 & 1833 & 249 & 6 & 120619 & NaN & NaN & NaN & 0.132576 \\ +60 & 1833 & 250 & 6 & 200619 & 0.077556 & NaN & 0.063608 & NaN \\ +61 & 1833 & 251 & 6 & 200619 & 0.026206 & NaN & NaN & NaN \\ +62 & 1833 & 252 & 6 & 200619 & 0.047018 & NaN & NaN & NaN \\ +63 & 1833 & 253 & 6 & 200619 & 0.010478 & 0.020495 & 0.045066 & -0.015321 \\ +91 & 1833 & 254 & 6 & 200619 & NaN & -0.010937 & NaN & NaN \\ +92 & 1833 & 257 & 6 & 200619 & NaN & 0.157895 & NaN & NaN \\ +137 & 1833 & 260 & 6 & 200619 & NaN & NaN & NaN & 0.071223 \\ +138 & 1833 & 261 & 6 & 200619 & NaN & NaN & NaN & 0.132187 \\ +8 & 1833 & 263 & 6 & 260619 & 0.049350 & NaN & NaN & 0.062887 \\ +9 & 1833 & 265 & 6 & 260619 & 0.025898 & NaN & NaN & NaN \\ +126 & 1833 & 270 & 6 & 260619 & NaN & NaN & 0.098562 & NaN \\ +142 & 1833 & 274 & 6 & 260619 & NaN & NaN & NaN & 0.023256 \\ +143 & 1833 & 275 & 6 & 260619 & NaN & NaN & NaN & 0.037029 \\ +33 & 1833 & 278 & 6 & 290519 & 0.052265 & NaN & NaN & NaN \\ +34 & 1833 & 279 & 6 & 290519 & -0.006182 & NaN & NaN & NaN \\ +106 & 1833 & 284 & 6 & 290519 & NaN & NaN & 0.033962 & NaN \\ +107 & 1833 & 285 & 6 & 290519 & NaN & NaN & 0.111123 & NaN \\ +108 & 1833 & 286 & 6 & 290519 & NaN & NaN & 0.024533 & NaN \\ +83 & 1833 & 301 & 7 & 120619 & NaN & -0.012465 & NaN & NaN \\ +117 & 1833 & 302 & 7 & 120619 & NaN & NaN & 0.033766 & NaN \\ +64 & 1833 & 304 & 7 & 200619 & 0.017470 & 0.020400 & 0.004898 & 0.039694 \\ +35 & 1833 & 317 & 7 & 290519 & 0.002584 & NaN & -0.071237 & NaN \\ +109 & 1833 & 322 & 7 & 290519 & NaN & NaN & 0.007451 & NaN \\ +75 & 1834 & 329 & 0 & 10319 & NaN & 0.041518 & NaN & NaN \\ +47 & 1834 & 332 & 0 & 60319 & 0.087089 & NaN & NaN & 0.092779 \\ +48 & 1834 & 338 & 0 & 60319 & -0.089249 & NaN & NaN & NaN \\ +120 & 1834 & 356 & 2 & 120319 & NaN & NaN & -0.038224 & NaN \\ +44 & 1834 & 357 & 2 & 220319 & 0.091526 & -0.085672 & 0.036682 & NaN \\ +45 & 1834 & 358 & 2 & 220319 & -0.127858 & -0.172451 & -0.084221 & NaN \\ +46 & 1834 & 359 & 2 & 220319 & 0.110599 & NaN & NaN & NaN \\ +136 & 1834 & 360 & 2 & 220319 & NaN & NaN & NaN & 0.007235 \\ +38 & 1834 & 361 & 3 & 10319 & 0.117241 & 0.050167 & NaN & NaN \\ +39 & 1834 & 362 & 3 & 10319 & 0.216966 & NaN & NaN & NaN \\ +76 & 1834 & 364 & 3 & 10319 & NaN & 0.130536 & NaN & NaN \\ +24 & 1834 & 379 & 3 & 150319 & 0.083423 & NaN & NaN & NaN \\ +70 & 1834 & 381 & 3 & 150319 & NaN & -0.050523 & 0.106930 & 0.056762 \\ +66 & 1834 & 482 & 6 & 220319 & NaN & -0.039443 & NaN & NaN \\ +84 & 1834 & 518 & 7 & 110319 & NaN & -0.070843 & NaN & NaN \\ +132 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & -0.428571 \\ +25 & 1839 & 609 & 5 & 120619 & 0.097226 & NaN & NaN & NaN \\ +96 & 1839 & 611 & 5 & 120619 & NaN & 0.035826 & NaN & NaN \\ +122 & 1839 & 612 & 5 & 120619 & NaN & NaN & 0.083132 & NaN \\ +36 & 1839 & 613 & 5 & 200619 & 0.100316 & NaN & NaN & NaN \\ +27 & 1839 & 615 & 5 & 290519 & 0.075203 & NaN & NaN & NaN \\ +28 & 1839 & 616 & 5 & 290519 & 0.048286 & NaN & NaN & NaN \\ +71 & 1839 & 617 & 5 & 290519 & NaN & 0.021630 & NaN & NaN \\ +97 & 1839 & 629 & 6 & 120619 & NaN & -0.007937 & 0.068913 & 0.118644 \\ +100 & 1839 & 645 & 6 & 200619 & NaN & 0.041672 & NaN & NaN \\ +49 & 1839 & 655 & 7 & 60619 & 0.094673 & 0.090115 & NaN & 0.090251 \\ +110 & 1839 & 656 & 7 & 60619 & NaN & NaN & 0.085923 & 0.126531 \\ +111 & 1839 & 657 & 7 & 60619 & NaN & NaN & 0.119617 & NaN \\ +26 & 1839 & 658 & 7 & 120619 & 0.109476 & NaN & NaN & NaN \\ +123 & 1839 & 659 & 7 & 120619 & NaN & NaN & 0.121093 & 0.026429 \\ +133 & 1839 & 660 & 7 & 120619 & NaN & NaN & NaN & 0.077401 \\ +37 & 1839 & 661 & 7 & 200619 & 0.109707 & NaN & NaN & NaN \\ +29 & 1839 & 666 & 7 & 290519 & 0.075157 & NaN & NaN & NaN \\ +30 & 1839 & 667 & 7 & 290519 & 0.126579 & NaN & NaN & NaN \\ +72 & 1839 & 671 & 7 & 290519 & NaN & 0.083110 & NaN & NaN \\ +69 & 1849 & 684 & 0 & 220319 & NaN & 0.077599 & NaN & NaN \\ +50 & 1849 & 715 & 1 & 110319 & -0.078335 & 0.046205 & NaN & NaN \\ +73 & 1849 & 724 & 1 & 280219 & NaN & -0.001978 & NaN & -0.010176 \\ +139 & 1849 & 835 & 4 & 150319 & NaN & NaN & NaN & 0.126066 \\ +43 & 1849 & 851 & 5 & 60319 & 0.104610 & NaN & NaN & NaN \\ +65 & 1849 & 932 & 7 & 280219 & 0.124715 & NaN & NaN & NaN \\ +74 & 1849 & 937 & 7 & 280219 & NaN & -0.015202 & NaN & NaN \\ +105 & 1849 & 939 & 7 & 280219 & NaN & NaN & 0.226143 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_average_rate.csv new file mode 100644 index 000000000..b4d73ae23 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_average_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,38.519617320577346 +41,1833,27,0,200619,,,22.667044450740853,22.947431581052694 +17,1833,34,0,260619,,31.11092591049254,33.693894898248296,26.85354145026807 +7,1833,40,0,290519,31.178745249683303,,34.51781726057534,29.047150785846423 +27,1833,42,0,290519,,24.70872572714392,, +52,1833,84,1,260619,,,,17.739535667162613 +28,1833,89,1,290519,,19.36994749562463,, +37,1833,94,1,290519,,,26.209206973565784,37.498958315971926 +15,1833,112,2,200619,28.820254683645572,50.689224102008495,51.094184903081725,41.21970732357745 +0,1833,113,2,260619,34.244474815827196,40.038336528044,40.962349372489534,47.10563993150104 +14,1833,120,3,20719,48.13987599173277,33.59723981598773,45.00983366112204, +48,1833,137,3,20719,,,,36.90623020767358 +16,1833,146,3,200619,40.77938529235281,,43.0890514841914,47.146571552385076 +8,1833,155,3,290519,8.127208480565367,,21.04236807893596,20.147002450040823 +29,1833,160,3,290519,,8.999083256938073,, +36,1833,163,4,10719,,7.862321860155013,, +49,1833,167,4,20719,,,,24.81916063868795 +54,1833,184,4,290519,,,,18.63031050517508 +1,1833,188,5,260619,34.27447581586053,39.0632552712726,40.92234870581176,31.65548412453325 +22,1833,196,5,120619,,35.279606633886154,36.15620520684022,36.96228270471174 +23,1833,203,5,120619,,14.474539544962079,, +53,1833,209,5,260619,,,,12.416832767187884 +55,1833,324,7,290519,,,,14.996916615276914 +24,1834,394,4,60319,,9.408960597373156,, +51,1834,396,4,60319,,,,20.027334244474808 +9,1834,397,4,110319,41.20706035301764,46.45643042869524,, +19,1834,401,4,150319,,10.027502291857653,, +6,1834,463,6,150319,25.350023334888988,33.664472039336594,20.698678311305184,32.66775559185305 +31,1839,570,0,200619,,3.2786065505458786,, +32,1839,571,0,200619,,2.028502375197933,, +42,1839,577,1,120619,,,,0.1983366389439824 +43,1839,578,1,120619,,,,2.6850447507458455 +56,1839,624,6,60619,,,,7.5752525084169475 +30,1839,632,6,120619,,40.17501458454871,, +40,1839,633,6,120619,,,20.714369051785923,19.308655144252405 +44,1839,641,6,120619,,,,12.315205253420892 +33,1839,644,6,200619,,6.735561296774732,, +34,1839,646,6,200619,,4.297024752062671,, +35,1839,649,6,200619,,5.100425035419618,, +18,1849,730,1,220319,,24.898741561796808,33.033318332583285, +13,1849,759,2,150319,19.75765454939413,22.151845987165604,17.69725657521917,17.47695794929915 +4,1849,762,2,220319,28.03020201346756,,,28.340944698156594 +45,1849,772,2,280219,,,,39.33964465482179 +11,1849,819,4,60319,23.88286080970715,,,37.179572652421754 +39,1849,834,4,220319,,,43.647182359117956,39.31797726590885 +20,1849,844,4,280219,,1.01175097924827,, +46,1849,847,4,280219,,,,9.690323010767015 +47,1849,891,5,280219,,,,20.21567385579517 +21,1849,919,7,280219,,10.645887157263095,22.500666933440023,23.80579352645086 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_average_rate.tex new file mode 100644 index 000000000..7a651013f --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_average_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 38.519617 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 22.667044 & 22.947432 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 31.110926 & 33.693895 & 26.853541 \\ +7 & 1833 & 40 & 0 & 290519 & 31.178745 & NaN & 34.517817 & 29.047151 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 24.708726 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 17.739536 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 19.369947 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 26.209207 & 37.498958 \\ +15 & 1833 & 112 & 2 & 200619 & 28.820255 & 50.689224 & 51.094185 & 41.219707 \\ +0 & 1833 & 113 & 2 & 260619 & 34.244475 & 40.038337 & 40.962349 & 47.105640 \\ +14 & 1833 & 120 & 3 & 20719 & 48.139876 & 33.597240 & 45.009834 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 36.906230 \\ +16 & 1833 & 146 & 3 & 200619 & 40.779385 & NaN & 43.089051 & 47.146572 \\ +8 & 1833 & 155 & 3 & 290519 & 8.127208 & NaN & 21.042368 & 20.147002 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 8.999083 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 7.862322 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 24.819161 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 18.630311 \\ +1 & 1833 & 188 & 5 & 260619 & 34.274476 & 39.063255 & 40.922349 & 31.655484 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 35.279607 & 36.156205 & 36.962283 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 14.474540 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 12.416833 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 14.996917 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 9.408961 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 20.027334 \\ +9 & 1834 & 397 & 4 & 110319 & 41.207060 & 46.456430 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 10.027502 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 25.350023 & 33.664472 & 20.698678 & 32.667756 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 3.278607 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 2.028502 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.198337 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 2.685045 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 7.575253 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 40.175015 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 20.714369 & 19.308655 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 12.315205 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 6.735561 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 4.297025 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 5.100425 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 24.898742 & 33.033318 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 19.757655 & 22.151846 & 17.697257 & 17.476958 \\ +4 & 1849 & 762 & 2 & 220319 & 28.030202 & NaN & NaN & 28.340945 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 39.339645 \\ +11 & 1849 & 819 & 4 & 60319 & 23.882861 & NaN & NaN & 37.179573 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 43.647182 & 39.317977 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 1.011751 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 9.690323 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 20.215674 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 10.645887 & 22.500667 & 23.805794 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_border_score.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_border_score.csv new file mode 100644 index 000000000..00ca57f42 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_border_score.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.25371892678774866 +41,1833,27,0,200619,,,0.2770172299411179,0.20750694262636846 +17,1833,34,0,260619,,0.26139854461344536,0.19459125958553566,0.3124459069947693 +7,1833,40,0,290519,0.32310328528509125,,0.3501252079686797,0.33523899193001633 +27,1833,42,0,290519,,0.055067487972843214,, +52,1833,84,1,260619,,,,0.24059914231787544 +28,1833,89,1,290519,,0.2453906064151297,, +37,1833,94,1,290519,,,0.3193775108511902,0.20043850739076066 +15,1833,112,2,200619,0.17172223691205912,0.16771781581684386,0.12429958623007213,0.2688016901617897 +0,1833,113,2,260619,0.1413683559609217,0.2677816123569711,0.2586836063379913,0.16529317358840326 +14,1833,120,3,20719,0.11427496963223024,0.1856114623066423,0.14967029821290204, +48,1833,137,3,20719,,,,0.2267955764399756 +16,1833,146,3,200619,0.2703932559012957,,0.04549869158835917,0.26487368527153 +8,1833,155,3,290519,0.2617509527443786,,0.23829959149687335,0.2956996608147797 +29,1833,160,3,290519,,0.009147511223111904,, +36,1833,163,4,10719,,0.2972908142001497,, +49,1833,167,4,20719,,,,0.09525143791298342 +54,1833,184,4,290519,,,,0.3672066133313561 +1,1833,188,5,260619,0.2715670822986549,0.2949945275338785,0.30910474431440416,0.1677889755671921 +22,1833,196,5,120619,,0.2390551827159028,0.272490539669074,0.2984455055174171 +23,1833,203,5,120619,,0.3803469762206324,, +53,1833,209,5,260619,,,,0.16666050571662286 +55,1833,324,7,290519,,,,0.3716407874701563 +24,1834,394,4,60319,,0.2871994170432027,, +51,1834,396,4,60319,,,,0.2412349262361549 +9,1834,397,4,110319,0.30926759773121354,0.298746903513073,, +19,1834,401,4,150319,,0.20254188876043752,, +6,1834,463,6,150319,0.2638088400972253,0.2871353172593851,0.17890466544570524,0.290642452110265 +31,1839,570,0,200619,,0.3448643416145904,, +32,1839,571,0,200619,,0.22637612719640665,, +42,1839,577,1,120619,,,,0.1196160667668618 +43,1839,578,1,120619,,,,0.1458983351524202 +56,1839,624,6,60619,,,,0.19233666211641898 +30,1839,632,6,120619,,0.28564389344414304,, +40,1839,633,6,120619,,,0.2330693508087171,0.2436680821082591 +44,1839,641,6,120619,,,,0.16292656460280733 +33,1839,644,6,200619,,0.31225778103986296,, +34,1839,646,6,200619,,0.297950855953208,, +35,1839,649,6,200619,,0.26357632727111235,, +18,1849,730,1,220319,,0.2339778558765105,0.3997746911339025, +13,1849,759,2,150319,0.2570106076307015,0.4553809690948912,0.3053611496970908,0.3449030780661687 +4,1849,762,2,220319,0.3135652975749629,,,0.2661982357776063 +45,1849,772,2,280219,,,,0.2794053306638406 +11,1849,819,4,60319,0.16488272800731799,,,0.3487535768659669 +39,1849,834,4,220319,,,0.3690409555069045,0.24995006241245835 +20,1849,844,4,280219,,0.26602118192802765,, +46,1849,847,4,280219,,,,0.09060614988985977 +47,1849,891,5,280219,,,,0.2360791151294763 +21,1849,919,7,280219,,0.32643805636830625,0.3056030098976104,0.379116867433956 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_border_score.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_border_score.tex new file mode 100644 index 000000000..0504969f7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_border_score.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.253719 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.277017 & 0.207507 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.261399 & 0.194591 & 0.312446 \\ +7 & 1833 & 40 & 0 & 290519 & 0.323103 & NaN & 0.350125 & 0.335239 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.055067 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.240599 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.245391 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.319378 & 0.200439 \\ +15 & 1833 & 112 & 2 & 200619 & 0.171722 & 0.167718 & 0.124300 & 0.268802 \\ +0 & 1833 & 113 & 2 & 260619 & 0.141368 & 0.267782 & 0.258684 & 0.165293 \\ +14 & 1833 & 120 & 3 & 20719 & 0.114275 & 0.185611 & 0.149670 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.226796 \\ +16 & 1833 & 146 & 3 & 200619 & 0.270393 & NaN & 0.045499 & 0.264874 \\ +8 & 1833 & 155 & 3 & 290519 & 0.261751 & NaN & 0.238300 & 0.295700 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.009148 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.297291 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.095251 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.367207 \\ +1 & 1833 & 188 & 5 & 260619 & 0.271567 & 0.294995 & 0.309105 & 0.167789 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.239055 & 0.272491 & 0.298446 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.380347 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.166661 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.371641 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.287199 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.241235 \\ +9 & 1834 & 397 & 4 & 110319 & 0.309268 & 0.298747 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.202542 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.263809 & 0.287135 & 0.178905 & 0.290642 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.344864 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.226376 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.119616 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.145898 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.192337 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.285644 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.233069 & 0.243668 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.162927 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.312258 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.297951 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.263576 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.233978 & 0.399775 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.257011 & 0.455381 & 0.305361 & 0.344903 \\ +4 & 1849 & 762 & 2 & 220319 & 0.313565 & NaN & NaN & 0.266198 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.279405 \\ +11 & 1849 & 819 & 4 & 60319 & 0.164883 & NaN & NaN & 0.348754 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.369041 & 0.249950 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.266021 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.090606 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.236079 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.326438 & 0.305603 & 0.379117 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_burst_event_ratio.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_burst_event_ratio.csv new file mode 100644 index 000000000..96876e2b9 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_burst_event_ratio.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.19750430292598967 +41,1833,27,0,200619,,,0.22283609576427255,0.1836145447983398 +17,1833,34,0,260619,,0.24960635825148084,0.23557888994954315,0.16002022372495733 +7,1833,40,0,290519,0.19031903190319036,,0.23033112582781454,0.1759966072943172 +27,1833,42,0,290519,,0.2363963963963964,, +52,1833,84,1,260619,,,,0.15199249882794186 +28,1833,89,1,290519,,0.21430190389845874,, +37,1833,94,1,290519,,,0.2596689972563944,0.34177997527812115 +15,1833,112,2,200619,0.2658459926663174,0.4228233409328979,0.4350798906002591,0.2547054237665664 +0,1833,113,2,260619,0.3205221174764322,0.3676963936259435,0.3580776340110905,0.2544315716215663 +14,1833,120,3,20719,0.35154037338882144,0.31655522080975823,0.3407867989955757, +48,1833,137,3,20719,,,,0.2762757044935263 +16,1833,146,3,200619,0.3048059937869282,,0.3126414109183733,0.3642021276595745 +8,1833,155,3,290519,0.16435299950421414,,0.26454033771106944,0.2179763186221744 +29,1833,160,3,290519,,0.1084562642842302,, +36,1833,163,4,10719,,0.14711122423008402,, +49,1833,167,4,20719,,,,0.2512239347234814 +54,1833,184,4,290519,,,,0.1967789497561529 +1,1833,188,5,260619,0.32977259852715063,0.44258905852417296,0.3981362467866324,0.2712161508704062 +22,1833,196,5,120619,,0.3271287976037655,0.2979850798298821,0.330910559257016 +23,1833,203,5,120619,,0.1875,, +53,1833,209,5,260619,,,,0.16522911051212938 +55,1833,324,7,290519,,,,0.14503916449086166 +24,1834,394,4,60319,,0.12694194603434178,, +51,1834,396,4,60319,,,,0.15288688138256087 +9,1834,397,4,110319,0.11906763826606875,0.19478750454050128,, +19,1834,401,4,150319,,0.15045834994021526,, +6,1834,463,6,150319,0.2820666866927005,0.28383183434427944,0.285158624042786,0.2172628815228093 +31,1839,570,0,200619,,0.057650862068965525,, +32,1839,571,0,200619,,0.04835924006908463,, +42,1839,577,1,120619,,,,0.00847457627118644 +43,1839,578,1,120619,,,,0.028115015974440896 +56,1839,624,6,60619,,,,0.13568726355611602 +30,1839,632,6,120619,,0.3673170406872212,, +40,1839,633,6,120619,,,0.1960704881506988,0.21238537303294466 +44,1839,641,6,120619,,,,0.16374837872892348 +33,1839,644,6,200619,,0.111266034578918,, +34,1839,646,6,200619,,0.0571076417419885,, +35,1839,649,6,200619,,0.1241635687732342,, +18,1849,730,1,220319,,0.21380160197165746,0.33114867195584685, +13,1849,759,2,150319,0.2783300198807157,0.2780838862026313,0.2500329858820425,0.2046308643471936 +4,1849,762,2,220319,0.29913951464758776,,,0.23966876971608836 +45,1849,772,2,280219,,,,0.28175655761862656 +11,1849,819,4,60319,0.29635291548373005,,,0.32133524954272275 +39,1849,834,4,220319,,,0.4289826465992269,0.3334382871536524 +20,1849,844,4,280219,,0.03602058319039452,, +46,1849,847,4,280219,,,,0.18900994789199432 +47,1849,891,5,280219,,,,0.23009138381201044 +21,1849,919,7,280219,,0.2729088085200799,0.3624758220502901,0.28149469719496484 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_burst_event_ratio.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_burst_event_ratio.tex new file mode 100644 index 000000000..fc7b3a8c7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_burst_event_ratio.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.197504 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.222836 & 0.183615 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.249606 & 0.235579 & 0.160020 \\ +7 & 1833 & 40 & 0 & 290519 & 0.190319 & NaN & 0.230331 & 0.175997 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.236396 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.151992 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.214302 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.259669 & 0.341780 \\ +15 & 1833 & 112 & 2 & 200619 & 0.265846 & 0.422823 & 0.435080 & 0.254705 \\ +0 & 1833 & 113 & 2 & 260619 & 0.320522 & 0.367696 & 0.358078 & 0.254432 \\ +14 & 1833 & 120 & 3 & 20719 & 0.351540 & 0.316555 & 0.340787 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.276276 \\ +16 & 1833 & 146 & 3 & 200619 & 0.304806 & NaN & 0.312641 & 0.364202 \\ +8 & 1833 & 155 & 3 & 290519 & 0.164353 & NaN & 0.264540 & 0.217976 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.108456 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.147111 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.251224 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.196779 \\ +1 & 1833 & 188 & 5 & 260619 & 0.329773 & 0.442589 & 0.398136 & 0.271216 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.327129 & 0.297985 & 0.330911 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.187500 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.165229 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.145039 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.126942 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.152887 \\ +9 & 1834 & 397 & 4 & 110319 & 0.119068 & 0.194788 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.150458 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.282067 & 0.283832 & 0.285159 & 0.217263 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.057651 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.048359 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.008475 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.028115 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.135687 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.367317 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.196070 & 0.212385 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.163748 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.111266 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.057108 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.124164 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.213802 & 0.331149 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.278330 & 0.278084 & 0.250033 & 0.204631 \\ +4 & 1849 & 762 & 2 & 220319 & 0.299140 & NaN & NaN & 0.239669 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.281757 \\ +11 & 1849 & 819 & 4 & 60319 & 0.296353 & NaN & NaN & 0.321335 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.428983 & 0.333438 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.036021 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.189010 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.230091 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.272909 & 0.362476 & 0.281495 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_field_area.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_field_area.csv new file mode 100644 index 000000000..6de3d638e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_field_area.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.34786304 +41,1833,27,0,200619,,,0.4280872000000001,0.38107072 +17,1833,34,0,260619,,0.3782376000000001,0.45643264,0.35295360000000003 +7,1833,40,0,290519,0.39131216,,0.32780400000000004,0.4486488000000001 +27,1833,42,0,290519,,0.4195928,, +52,1833,84,1,260619,,,,0.4897038400000001 +28,1833,89,1,290519,,0.40606224,, +37,1833,94,1,290519,,,0.36201952,0.48101952 +15,1833,112,2,200619,0.41426016,0.40100959999999997,0.45629728,0.36466128 +0,1833,113,2,260619,0.38215024,0.36776256,0.39212959999999997,0.48741616 +14,1833,120,3,20719,0.47519759999999994,0.43516736,0.47264384, +48,1833,137,3,20719,,,,0.38892864 +16,1833,146,3,200619,0.35379648,,0.36680928,0.3801328 +8,1833,155,3,290519,0.48462799999999995,,0.49892479999999995,0.42468224 +29,1833,160,3,290519,,0.42952176,, +36,1833,163,4,10719,,0.38898912,, +49,1833,167,4,20719,,,,0.42744416 +54,1833,184,4,290519,,,,0.38509840000000006 +1,1833,188,5,260619,0.35041920000000004,0.36183808,0.44449504,0.49295839999999996 +22,1833,196,5,120619,,0.35246464000000005,0.32408064000000003,0.43870752 +23,1833,203,5,120619,,0.4936614400000001,, +53,1833,209,5,260619,,,,0.46718640000000006 +55,1833,324,7,290519,,,,0.46667296 +24,1834,394,4,60319,,0.39628256,, +51,1834,396,4,60319,,,,0.40544208 +9,1834,397,4,110319,0.4851520000000001,0.4032848,, +19,1834,401,4,150319,,0.4647128,, +6,1834,463,6,150319,0.4249776,0.46588096,0.38461376,0.43907824 +31,1839,570,0,200619,,0.35301248,, +32,1839,571,0,200619,,0.4517168,, +42,1839,577,1,120619,,,,0.53835088 +43,1839,578,1,120619,,,,0.39803232 +56,1839,624,6,60619,,,,0.48265984 +30,1839,632,6,120619,,0.3820470400000001,, +40,1839,633,6,120619,,,0.4960744,0.48193696 +44,1839,641,6,120619,,,,0.4906216000000001 +33,1839,644,6,200619,,0.36595328,, +34,1839,646,6,200619,,0.35870352,, +35,1839,649,6,200619,,0.48489712,, +18,1849,730,1,220319,,0.4407212800000001,0.40097088, +13,1849,759,2,150319,0.49223664,0.39909712,0.38634144,0.46711072 +4,1849,762,2,220319,0.34004544000000003,,,0.38413376 +45,1849,772,2,280219,,,,0.39621184 +11,1849,819,4,60319,0.38849120000000004,,,0.36262368 +39,1849,834,4,220319,,,0.4813513600000001,0.3934192 +20,1849,844,4,280219,,0.3880854400000001,, +46,1849,847,4,280219,,,,0.4367792 +47,1849,891,5,280219,,,,0.44509504 +21,1849,919,7,280219,,0.37948224,0.39545344,0.4695147200000001 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_field_area.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_field_area.tex new file mode 100644 index 000000000..3ec9b2b13 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_field_area.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.347863 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.428087 & 0.381071 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.378238 & 0.456433 & 0.352954 \\ +7 & 1833 & 40 & 0 & 290519 & 0.391312 & NaN & 0.327804 & 0.448649 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.419593 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.489704 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.406062 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.362020 & 0.481020 \\ +15 & 1833 & 112 & 2 & 200619 & 0.414260 & 0.401010 & 0.456297 & 0.364661 \\ +0 & 1833 & 113 & 2 & 260619 & 0.382150 & 0.367763 & 0.392130 & 0.487416 \\ +14 & 1833 & 120 & 3 & 20719 & 0.475198 & 0.435167 & 0.472644 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.388929 \\ +16 & 1833 & 146 & 3 & 200619 & 0.353796 & NaN & 0.366809 & 0.380133 \\ +8 & 1833 & 155 & 3 & 290519 & 0.484628 & NaN & 0.498925 & 0.424682 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.429522 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.388989 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.427444 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.385098 \\ +1 & 1833 & 188 & 5 & 260619 & 0.350419 & 0.361838 & 0.444495 & 0.492958 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.352465 & 0.324081 & 0.438708 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.493661 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.467186 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.466673 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.396283 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.405442 \\ +9 & 1834 & 397 & 4 & 110319 & 0.485152 & 0.403285 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.464713 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.424978 & 0.465881 & 0.384614 & 0.439078 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.353012 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.451717 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.538351 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.398032 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.482660 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.382047 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.496074 & 0.481937 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.490622 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.365953 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.358704 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.484897 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.440721 & 0.400971 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.492237 & 0.399097 & 0.386341 & 0.467111 \\ +4 & 1849 & 762 & 2 & 220319 & 0.340045 & NaN & NaN & 0.384134 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.396212 \\ +11 & 1849 & 819 & 4 & 60319 & 0.388491 & NaN & NaN & 0.362624 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.481351 & 0.393419 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.388085 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.436779 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.445095 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.379482 & 0.395453 & 0.469515 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_gridness.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_gridness.csv new file mode 100644 index 000000000..7bebb14ca --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_gridness.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,-0.4701041964918664 +41,1833,27,0,200619,,,-0.2221645843826619,-0.5300851067031099 +17,1833,34,0,260619,,0.049287216470638114,-0.22383357567189344,-0.1255499181517392 +7,1833,40,0,290519,-0.5177547448984188,,-0.2568167950597892,-0.2839243480671342 +27,1833,42,0,290519,,-0.4116023036018294,, +52,1833,84,1,260619,,,,-0.4600146878757954 +28,1833,89,1,290519,,0.3205783016519541,, +37,1833,94,1,290519,,,-0.670523315742147,-0.001140851579413682 +15,1833,112,2,200619,0.36566356363316377,-0.06387937577597154,0.055629825115057714,0.111281454988031 +0,1833,113,2,260619,-0.06382226512851402,-0.4436353073943852,-0.5959709891291282,-0.8009404717657592 +14,1833,120,3,20719,-0.2651385766835716,-0.4494663779371225,-0.4427371998844168, +48,1833,137,3,20719,,,,-0.4675023642641265 +16,1833,146,3,200619,-0.026588073075530537,,-0.2547884270470417,0.5260634792422383 +8,1833,155,3,290519,-0.6546819147672491,,-0.4085775261066314,-0.4468070463989002 +29,1833,160,3,290519,,-0.12008323273154707,, +36,1833,163,4,10719,,-0.5523126857988812,, +49,1833,167,4,20719,,,,-0.4071373096068575 +54,1833,184,4,290519,,,,-0.5525072134335577 +1,1833,188,5,260619,-0.7263057186625856,-0.021435917916157364,-0.28291260373355337,-0.38658080652817706 +22,1833,196,5,120619,,0.4256362148562186,-0.4281234251418964,-0.6121631841682003 +23,1833,203,5,120619,,0.10786597463737126,, +53,1833,209,5,260619,,,,-0.7773630331731007 +55,1833,324,7,290519,,,,-0.6963535114353205 +24,1834,394,4,60319,,-0.5651511373240714,, +51,1834,396,4,60319,,,,-0.5237594279109639 +9,1834,397,4,110319,-0.7917480357434309,-0.6504677350248201,, +19,1834,401,4,150319,,-0.414528241799988,, +6,1834,463,6,150319,-0.4172217480157801,-0.22967856122682115,-0.5353901694032008,-0.33797591991840303 +31,1839,570,0,200619,,0.03599103768004384,, +32,1839,571,0,200619,,0.021218252387781796,, +42,1839,577,1,120619,,,,0.777427822574303 +43,1839,578,1,120619,,,,-0.2383212863650517 +56,1839,624,6,60619,,,,-0.1799381286481857 +30,1839,632,6,120619,,-0.4510722791393972,, +40,1839,633,6,120619,,,-0.4672752784424199,-0.15583709564388798 +44,1839,641,6,120619,,,,-0.3665081501746664 +33,1839,644,6,200619,,-0.29502885231539666,, +34,1839,646,6,200619,,-0.32260947534424256,, +35,1839,649,6,200619,,-0.15575668762623254,, +18,1849,730,1,220319,,-0.3855235948340264,-0.36121268641225707, +13,1849,759,2,150319,-0.18210713215002688,-0.3268311337795234,-0.4030562509206539,-0.7450921082937005 +4,1849,762,2,220319,-0.4034253106422527,,,-0.19833777458316906 +45,1849,772,2,280219,,,,-0.4832941928937119 +11,1849,819,4,60319,-0.666165662357616,,,-0.5385842674265588 +39,1849,834,4,220319,,,-0.4404019611803928,-0.3409952252846993 +20,1849,844,4,280219,,-0.38184896412278796,, +46,1849,847,4,280219,,,,-0.4062540723084664 +47,1849,891,5,280219,,,,-0.5356259592570408 +21,1849,919,7,280219,,-0.3435195977886526,-0.07852660454754089,-0.441263234693004 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_gridness.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_gridness.tex new file mode 100644 index 000000000..8aad63282 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_gridness.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & -0.470104 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & -0.222165 & -0.530085 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.049287 & -0.223834 & -0.125550 \\ +7 & 1833 & 40 & 0 & 290519 & -0.517755 & NaN & -0.256817 & -0.283924 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & -0.411602 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & -0.460015 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.320578 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & -0.670523 & -0.001141 \\ +15 & 1833 & 112 & 2 & 200619 & 0.365664 & -0.063879 & 0.055630 & 0.111281 \\ +0 & 1833 & 113 & 2 & 260619 & -0.063822 & -0.443635 & -0.595971 & -0.800940 \\ +14 & 1833 & 120 & 3 & 20719 & -0.265139 & -0.449466 & -0.442737 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & -0.467502 \\ +16 & 1833 & 146 & 3 & 200619 & -0.026588 & NaN & -0.254788 & 0.526063 \\ +8 & 1833 & 155 & 3 & 290519 & -0.654682 & NaN & -0.408578 & -0.446807 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & -0.120083 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & -0.552313 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & -0.407137 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & -0.552507 \\ +1 & 1833 & 188 & 5 & 260619 & -0.726306 & -0.021436 & -0.282913 & -0.386581 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.425636 & -0.428123 & -0.612163 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.107866 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & -0.777363 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & -0.696354 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & -0.565151 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & -0.523759 \\ +9 & 1834 & 397 & 4 & 110319 & -0.791748 & -0.650468 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & -0.414528 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & -0.417222 & -0.229679 & -0.535390 & -0.337976 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.035991 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.021218 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.777428 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & -0.238321 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & -0.179938 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & -0.451072 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & -0.467275 & -0.155837 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & -0.366508 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & -0.295029 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & -0.322609 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & -0.155757 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & -0.385524 & -0.361213 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & -0.182107 & -0.326831 & -0.403056 & -0.745092 \\ +4 & 1849 & 762 & 2 & 220319 & -0.403425 & NaN & NaN & -0.198338 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & -0.483294 \\ +11 & 1849 & 819 & 4 & 60319 & -0.666166 & NaN & NaN & -0.538584 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & -0.440402 & -0.340995 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & -0.381849 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & -0.406254 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & -0.535626 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & -0.343520 & -0.078527 & -0.441263 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_head_mean_vec_len.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_head_mean_vec_len.csv new file mode 100644 index 000000000..8b18005ba --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_head_mean_vec_len.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.06559541091609337 +41,1833,27,0,200619,,,0.030151326195481217,0.02408406186492361 +17,1833,34,0,260619,,0.0607294255014413,0.046603274846727216,0.03156743619335691 +7,1833,40,0,290519,0.06706636859591081,,0.04729525189341288,0.0641757509680993 +27,1833,42,0,290519,,0.044550384498450606,, +52,1833,84,1,260619,,,,0.033098752680169125 +28,1833,89,1,290519,,0.017693927290080482,, +37,1833,94,1,290519,,,0.008257937112444966,0.03129604092730756 +15,1833,112,2,200619,0.02866223899231805,0.007292062391877565,0.01040139187245174,0.002408652995307394 +0,1833,113,2,260619,0.037122571116022185,0.02380945695501645,0.02716022678750282,0.022958908811450525 +14,1833,120,3,20719,0.0255882343725186,0.03677151932889245,0.06640983919802765, +48,1833,137,3,20719,,,,0.029445308992695363 +16,1833,146,3,200619,0.02330643745389064,,0.03674948255761058,0.026946534586351486 +8,1833,155,3,290519,0.12551330919673434,,0.028291724451935764,0.038352544923932363 +29,1833,160,3,290519,,0.05941741731600294,, +36,1833,163,4,10719,,0.03562862615865155,, +49,1833,167,4,20719,,,,0.0924060359740535 +54,1833,184,4,290519,,,,0.05927204383684932 +1,1833,188,5,260619,0.053965501048785836,0.034202401610038284,0.05587739686513301,0.0286318354077373 +22,1833,196,5,120619,,0.02573527823017044,0.028078386922505638,0.03254934254855299 +23,1833,203,5,120619,,0.04307675196781946,, +53,1833,209,5,260619,,,,0.053836053075666836 +55,1833,324,7,290519,,,,0.07139562487599277 +24,1834,394,4,60319,,0.06314194905701953,, +51,1834,396,4,60319,,,,0.0563425260549955 +9,1834,397,4,110319,0.025197544043462212,0.02585956211234701,, +19,1834,401,4,150319,,0.061906988251155384,, +6,1834,463,6,150319,0.06964667158126851,0.018903397515820358,0.045158753779214494,0.05590405774827364 +31,1839,570,0,200619,,0.06330222571194212,, +32,1839,571,0,200619,,0.10990736362072416,, +42,1839,577,1,120619,,,,0.19748867662049854 +43,1839,578,1,120619,,,,0.08188556265737741 +56,1839,624,6,60619,,,,0.0628445359007859 +30,1839,632,6,120619,,0.023864686567339,, +40,1839,633,6,120619,,,0.031616148532885566,0.03958371209605118 +44,1839,641,6,120619,,,,0.059275395705098 +33,1839,644,6,200619,,0.01714082254137601,, +34,1839,646,6,200619,,0.007758963219321498,, +35,1839,649,6,200619,,0.03361147747976042,, +18,1849,730,1,220319,,0.014507020449206794,0.06278081963025303, +13,1849,759,2,150319,0.03359571477959236,0.045413175917278406,0.04476907081400069,0.007372134129939631 +4,1849,762,2,220319,0.05833786290349195,,,0.06384973992776873 +45,1849,772,2,280219,,,,0.03701076147729265 +11,1849,819,4,60319,0.04259692025661042,,,0.041923631440834434 +39,1849,834,4,220319,,,0.030975493828885876,0.028734503975689482 +20,1849,844,4,280219,,0.0962016199561033,, +46,1849,847,4,280219,,,,0.10525861014137003 +47,1849,891,5,280219,,,,0.03808155307313898 +21,1849,919,7,280219,,0.055914274047461375,0.0509277822582036,0.07361209569969909 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_head_mean_vec_len.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_head_mean_vec_len.tex new file mode 100644 index 000000000..800697eca --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_head_mean_vec_len.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.065595 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.030151 & 0.024084 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.060729 & 0.046603 & 0.031567 \\ +7 & 1833 & 40 & 0 & 290519 & 0.067066 & NaN & 0.047295 & 0.064176 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.044550 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.033099 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.017694 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.008258 & 0.031296 \\ +15 & 1833 & 112 & 2 & 200619 & 0.028662 & 0.007292 & 0.010401 & 0.002409 \\ +0 & 1833 & 113 & 2 & 260619 & 0.037123 & 0.023809 & 0.027160 & 0.022959 \\ +14 & 1833 & 120 & 3 & 20719 & 0.025588 & 0.036772 & 0.066410 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.029445 \\ +16 & 1833 & 146 & 3 & 200619 & 0.023306 & NaN & 0.036749 & 0.026947 \\ +8 & 1833 & 155 & 3 & 290519 & 0.125513 & NaN & 0.028292 & 0.038353 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.059417 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.035629 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.092406 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.059272 \\ +1 & 1833 & 188 & 5 & 260619 & 0.053966 & 0.034202 & 0.055877 & 0.028632 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.025735 & 0.028078 & 0.032549 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.043077 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.053836 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.071396 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.063142 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.056343 \\ +9 & 1834 & 397 & 4 & 110319 & 0.025198 & 0.025860 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.061907 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.069647 & 0.018903 & 0.045159 & 0.055904 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.063302 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.109907 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.197489 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.081886 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.062845 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.023865 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.031616 & 0.039584 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.059275 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.017141 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.007759 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.033611 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.014507 & 0.062781 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.033596 & 0.045413 & 0.044769 & 0.007372 \\ +4 & 1849 & 762 & 2 & 220319 & 0.058338 & NaN & NaN & 0.063850 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.037011 \\ +11 & 1849 & 819 & 4 & 60319 & 0.042597 & NaN & NaN & 0.041924 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.030975 & 0.028735 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.096202 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.105259 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.038082 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.055914 & 0.050928 & 0.073612 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_in_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_in_field_mean_rate.csv new file mode 100644 index 000000000..59460c05a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_in_field_mean_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,44.01692272646573 +41,1833,27,0,200619,,,26.46911265105981,28.33817627469238 +17,1833,34,0,260619,,38.40015424767064,42.99243576845122,31.216714211083552 +7,1833,40,0,290519,36.201285595979954,,36.86779264745288,35.73548138858905 +27,1833,42,0,290519,,31.565880609803482,, +52,1833,84,1,260619,,,,21.58151008597865 +28,1833,89,1,290519,,22.541538414655967,, +37,1833,94,1,290519,,,31.48484517210925,46.995025228837854 +15,1833,112,2,200619,38.23318083218689,57.131380596117275,57.28193462822037,46.52355298816638 +0,1833,113,2,260619,40.19866582208175,45.221293848134366,47.24218861702312,60.13762865485655 +14,1833,120,3,20719,58.77438701744566,39.30424000944212,56.425321927521274, +48,1833,137,3,20719,,,,42.59294557711668 +16,1833,146,3,200619,48.52031848865129,,49.7199308893374,54.96734002497329 +8,1833,155,3,290519,15.964357454916366,,24.600816052331876,26.736207202618022 +29,1833,160,3,290519,,12.131768344981305,, +36,1833,163,4,10719,,11.054917626867269,, +49,1833,167,4,20719,,,,31.35666661562572 +54,1833,184,4,290519,,,,29.41149029596656 +1,1833,188,5,260619,41.12654122795347,43.358687692934225,46.80861683105513,35.70192963204285 +22,1833,196,5,120619,,40.43782765629278,41.367575187015056,41.65760164909542 +23,1833,203,5,120619,,16.45517412074847,, +53,1833,209,5,260619,,,,15.048028820192304 +55,1833,324,7,290519,,,,21.00498840174665 +24,1834,394,4,60319,,11.426737050237026,, +51,1834,396,4,60319,,,,22.635702252831052 +9,1834,397,4,110319,46.63821728681492,53.56444225512856,, +19,1834,401,4,150319,,12.177631414493044,, +6,1834,463,6,150319,30.215411580313148,39.285722270079546,23.56468945547834,35.32089871530644 +31,1839,570,0,200619,,4.128430240829011,, +32,1839,571,0,200619,,2.8819854065352795,, +42,1839,577,1,120619,,,,0.7233505233696792 +43,1839,578,1,120619,,,,4.444879423240575 +56,1839,624,6,60619,,,,9.25425259892524 +30,1839,632,6,120619,,43.46746331495359,, +40,1839,633,6,120619,,,24.894163599067177,22.748026348901092 +44,1839,641,6,120619,,,,14.684657400012494 +33,1839,644,6,200619,,7.979113886458152,, +34,1839,646,6,200619,,5.12488399557859,, +35,1839,649,6,200619,,6.0639895734412095,, +18,1849,730,1,220319,,28.84820977964971,40.41561030838982, +13,1849,759,2,150319,32.168457599776374,26.05181240380263,23.55973630844708,21.32701724215668 +4,1849,762,2,220319,30.92978735346859,,,32.494331088071746 +45,1849,772,2,280219,,,,45.73885366423216 +11,1849,819,4,60319,28.445105478876208,,,43.00860811930684 +39,1849,834,4,220319,,,51.65941790189933,47.362589124975216 +20,1849,844,4,280219,,1.6099929080864952,, +46,1849,847,4,280219,,,,13.276897040293093 +47,1849,891,5,280219,,,,25.19460631385931 +21,1849,919,7,280219,,13.815506620524271,28.619753343724433,29.47000551757332 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_in_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_in_field_mean_rate.tex new file mode 100644 index 000000000..62fa9f81b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_in_field_mean_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 44.016923 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 26.469113 & 28.338176 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 38.400154 & 42.992436 & 31.216714 \\ +7 & 1833 & 40 & 0 & 290519 & 36.201286 & NaN & 36.867793 & 35.735481 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 31.565881 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 21.581510 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 22.541538 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 31.484845 & 46.995025 \\ +15 & 1833 & 112 & 2 & 200619 & 38.233181 & 57.131381 & 57.281935 & 46.523553 \\ +0 & 1833 & 113 & 2 & 260619 & 40.198666 & 45.221294 & 47.242189 & 60.137629 \\ +14 & 1833 & 120 & 3 & 20719 & 58.774387 & 39.304240 & 56.425322 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 42.592946 \\ +16 & 1833 & 146 & 3 & 200619 & 48.520318 & NaN & 49.719931 & 54.967340 \\ +8 & 1833 & 155 & 3 & 290519 & 15.964357 & NaN & 24.600816 & 26.736207 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 12.131768 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 11.054918 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 31.356667 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 29.411490 \\ +1 & 1833 & 188 & 5 & 260619 & 41.126541 & 43.358688 & 46.808617 & 35.701930 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 40.437828 & 41.367575 & 41.657602 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 16.455174 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 15.048029 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 21.004988 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 11.426737 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 22.635702 \\ +9 & 1834 & 397 & 4 & 110319 & 46.638217 & 53.564442 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 12.177631 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 30.215412 & 39.285722 & 23.564689 & 35.320899 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 4.128430 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 2.881985 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.723351 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 4.444879 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 9.254253 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 43.467463 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 24.894164 & 22.748026 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 14.684657 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 7.979114 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 5.124884 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 6.063990 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 28.848210 & 40.415610 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 32.168458 & 26.051812 & 23.559736 & 21.327017 \\ +4 & 1849 & 762 & 2 & 220319 & 30.929787 & NaN & NaN & 32.494331 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 45.738854 \\ +11 & 1849 & 819 & 4 & 60319 & 28.445105 & NaN & NaN & 43.008608 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 51.659418 & 47.362589 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 1.609993 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 13.276897 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 25.194606 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 13.815507 & 28.619753 & 29.470006 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_rate.csv new file mode 100644 index 000000000..46efa7149 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.561117164677321 +41,1833,27,0,200619,,,0.5582810808168197,0.40431136751089297 +17,1833,34,0,260619,,0.8529598789212176,1.001032801632703,0.23453162886833145 +7,1833,40,0,290519,0.7712059553712081,,0.2895907980493193,0.4779923622711941 +27,1833,42,0,290519,,0.6498905080921047,, +52,1833,84,1,260619,,,,0.27338436369770425 +28,1833,89,1,290519,,0.25228406953353155,, +37,1833,94,1,290519,,,0.5273226862269553,0.3758759138380898 +15,1833,112,2,200619,0.9672017063100568,0.30957085340763857,0.3314660572274202,0.3009054389328133 +0,1833,113,2,260619,0.4272954867038845,0.3722806197105825,0.326293018763269,0.6380270800684471 +14,1833,120,3,20719,1.3347928553418618,0.6007239100285637,1.460016455383728, +48,1833,137,3,20719,,,,0.4302535712878071 +16,1833,146,3,200619,0.4353026767582765,,0.4497274975394321,0.4023295550205175 +8,1833,155,3,290519,1.4690457645253283,,0.2758987834842036,0.5315424182556914 +29,1833,160,3,290519,,0.3677999296298106,, +36,1833,163,4,10719,,0.6334540448402919,, +49,1833,167,4,20719,,,,0.4593193011091861 +54,1833,184,4,290519,,,,1.105421984802183 +1,1833,188,5,260619,0.4940024681029571,0.3823487192599437,0.21367352985959254,0.21531795936324327 +22,1833,196,5,120619,,0.3813496189064871,0.4600618903529188,0.4958612301007631 +23,1833,203,5,120619,,0.10316958452072414,, +53,1833,209,5,260619,,,,0.2679079239025396 +55,1833,324,7,290519,,,,0.35159573506674346 +24,1834,394,4,60319,,0.2830243197739707,, +51,1834,396,4,60319,,,,0.07306895080409613 +9,1834,397,4,110319,0.8636482370514877,0.8733198838950313,, +19,1834,401,4,150319,,0.3726551909424344,, +6,1834,463,6,150319,0.5406434634185081,0.5815853130647453,0.29398972600766804,0.5673342371156871 +31,1839,570,0,200619,,0.1084943036817796,, +32,1839,571,0,200619,,0.11226395972034364,, +42,1839,577,1,120619,,,,0.1224354386876806 +43,1839,578,1,120619,,,,0.4861266678448473 +56,1839,624,6,60619,,,,0.2162962463338409 +30,1839,632,6,120619,,0.4637564627000195,, +40,1839,633,6,120619,,,0.6775648030502273,0.4906668322517293 +44,1839,641,6,120619,,,,0.2727625754463318 +33,1839,644,6,200619,,0.07060753738593215,, +34,1839,646,6,200619,,0.04556874174170475,, +35,1839,649,6,200619,,0.07807099455825152,, +18,1849,730,1,220319,,0.29811899891168026,0.9836710024308492, +13,1849,759,2,150319,0.7309122621336253,0.25874839381199755,1.015639143662198,0.4671255641107319 +4,1849,762,2,220319,0.694433957940704,,,0.3662312725210446 +45,1849,772,2,280219,,,,0.4163052191522749 +11,1849,819,4,60319,0.3852012491463464,,,0.29379374173478073 +39,1849,834,4,220319,,,0.5342822744792382,0.9761832898507756 +20,1849,844,4,280219,,0.12071175985091499,, +46,1849,847,4,280219,,,,1.130902732648613 +47,1849,891,5,280219,,,,0.3977485558552053 +21,1849,919,7,280219,,0.9939772457296794,0.90890580510914,0.8973143242311017 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_rate.tex new file mode 100644 index 000000000..3b4fd17dd --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.561117 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.558281 & 0.404311 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.852960 & 1.001033 & 0.234532 \\ +7 & 1833 & 40 & 0 & 290519 & 0.771206 & NaN & 0.289591 & 0.477992 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.649891 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.273384 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.252284 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.527323 & 0.375876 \\ +15 & 1833 & 112 & 2 & 200619 & 0.967202 & 0.309571 & 0.331466 & 0.300905 \\ +0 & 1833 & 113 & 2 & 260619 & 0.427295 & 0.372281 & 0.326293 & 0.638027 \\ +14 & 1833 & 120 & 3 & 20719 & 1.334793 & 0.600724 & 1.460016 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.430254 \\ +16 & 1833 & 146 & 3 & 200619 & 0.435303 & NaN & 0.449727 & 0.402330 \\ +8 & 1833 & 155 & 3 & 290519 & 1.469046 & NaN & 0.275899 & 0.531542 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.367800 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.633454 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.459319 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 1.105422 \\ +1 & 1833 & 188 & 5 & 260619 & 0.494002 & 0.382349 & 0.213674 & 0.215318 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.381350 & 0.460062 & 0.495861 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.103170 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.267908 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.351596 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.283024 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.073069 \\ +9 & 1834 & 397 & 4 & 110319 & 0.863648 & 0.873320 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.372655 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.540643 & 0.581585 & 0.293990 & 0.567334 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.108494 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.112264 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.122435 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.486127 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.216296 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.463756 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.677565 & 0.490667 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.272763 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.070608 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.045569 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.078071 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.298119 & 0.983671 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.730912 & 0.258748 & 1.015639 & 0.467126 \\ +4 & 1849 & 762 & 2 & 220319 & 0.694434 & NaN & NaN & 0.366231 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.416305 \\ +11 & 1849 & 819 & 4 & 60319 & 0.385201 & NaN & NaN & 0.293794 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.534282 & 0.976183 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.120712 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 1.130903 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.397749 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.993977 & 0.908906 & 0.897314 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_specificity.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_specificity.csv new file mode 100644 index 000000000..c6d5afd7e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_specificity.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.014641730463304475 +41,1833,27,0,200619,,,0.024672878531786662,0.017830308935181418 +17,1833,34,0,260619,,0.02785277185635977,0.03033023576706548,0.008807050036293439 +7,1833,40,0,290519,0.02495453898953625,,0.00839867821365259,0.016638745436160632 +27,1833,42,0,290519,,0.026595132779756368,, +52,1833,84,1,260619,,,,0.015618042256590168 +28,1833,89,1,290519,,0.013088173453065498,, +37,1833,94,1,290519,,,0.02005310391698968,0.010125150505979895 +15,1833,112,2,200619,0.03382692472216866,0.006137526988196234,0.006507759233159925,0.007320441266255531 +0,1833,113,2,260619,0.012595715995695143,0.009310777675030114,0.008014117697963351,0.01355457110477139 +14,1833,120,3,20719,0.027886788790047284,0.017864893727474452,0.03275428641132097, +48,1833,137,3,20719,,,,0.01174032784023822 +16,1833,146,3,200619,0.010742668806486768,,0.010477167648237242,0.008601227522097821 +8,1833,155,3,290519,0.1850762150122472,,0.013231857063440863,0.02684233428003771 +29,1833,160,3,290519,,0.04186331774770597,, +36,1833,163,4,10719,,0.08013011098049316,, +49,1833,167,4,20719,,,,0.018611959244021974 +54,1833,184,4,290519,,,,0.06050111778297595 +1,1833,188,5,260619,0.014563876467243443,0.009823827761083426,0.005257553406821611,0.006848800399822201 +22,1833,196,5,120619,,0.010865141101238186,0.012767608192737787,0.013486835441764962 +23,1833,203,5,120619,,0.007151532261195414,, +53,1833,209,5,260619,,,,0.021863145609806883 +55,1833,324,7,290519,,,,0.02393883321023829 +24,1834,394,4,60319,,0.030046772827991317,, +51,1834,396,4,60319,,,,0.0036612028825923158 +9,1834,397,4,110319,0.021030712287084797,0.01893697359191965,, +19,1834,401,4,150319,,0.03732215405778105,, +6,1834,463,6,150319,0.0215421100399879,0.017364478801313785,0.014261215832973387,0.017300510990588405 +31,1839,570,0,200619,,0.03347529728174587,, +32,1839,571,0,200619,,0.055986263065206265,, +42,1839,577,1,120619,,,,0.635621424927646 +43,1839,578,1,120619,,,,0.18258003564532008 +56,1839,624,6,60619,,,,0.028518212035457187 +30,1839,632,6,120619,,0.011522768024449962,, +40,1839,633,6,120619,,,0.033008044468685466,0.025428025425492 +44,1839,641,6,120619,,,,0.022184271752826654 +33,1839,644,6,200619,,0.010546233290634198,, +34,1839,646,6,200619,,0.010623401930423595,, +35,1839,649,6,200619,,0.015353682572506562,, +18,1849,730,1,220319,,0.01202766335297242,0.029932374344178305, +13,1849,759,2,150319,0.03701070616824364,0.01172556793136033,0.058707637377816424,0.026866058771276458 +4,1849,762,2,220319,0.024631858074357662,,,0.012946717991854621 +45,1849,772,2,280219,,,,0.010651868495954005 +11,1849,819,4,60319,0.01623338475899936,,,0.007941142085173837 +39,1849,834,4,220319,,,0.012426605603021515,0.02511586036473881 +20,1849,844,4,280219,,0.11902594516924755,, +46,1849,847,4,280219,,,,0.11572021226135645 +47,1849,891,5,280219,,,,0.019872297249801836 +21,1849,919,7,280219,,0.09269584719833428,0.041444487917577,0.037892962876837806 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_specificity.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_specificity.tex new file mode 100644 index 000000000..64e29bb8b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_information_specificity.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.014642 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.024673 & 0.017830 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.027853 & 0.030330 & 0.008807 \\ +7 & 1833 & 40 & 0 & 290519 & 0.024955 & NaN & 0.008399 & 0.016639 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.026595 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.015618 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.013088 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.020053 & 0.010125 \\ +15 & 1833 & 112 & 2 & 200619 & 0.033827 & 0.006138 & 0.006508 & 0.007320 \\ +0 & 1833 & 113 & 2 & 260619 & 0.012596 & 0.009311 & 0.008014 & 0.013555 \\ +14 & 1833 & 120 & 3 & 20719 & 0.027887 & 0.017865 & 0.032754 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.011740 \\ +16 & 1833 & 146 & 3 & 200619 & 0.010743 & NaN & 0.010477 & 0.008601 \\ +8 & 1833 & 155 & 3 & 290519 & 0.185076 & NaN & 0.013232 & 0.026842 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.041863 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.080130 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.018612 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.060501 \\ +1 & 1833 & 188 & 5 & 260619 & 0.014564 & 0.009824 & 0.005258 & 0.006849 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.010865 & 0.012768 & 0.013487 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.007152 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.021863 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.023939 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.030047 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.003661 \\ +9 & 1834 & 397 & 4 & 110319 & 0.021031 & 0.018937 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.037322 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.021542 & 0.017364 & 0.014261 & 0.017301 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.033475 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.055986 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.635621 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.182580 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.028518 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.011523 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.033008 & 0.025428 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.022184 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.010546 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.010623 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.015354 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.012028 & 0.029932 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.037011 & 0.011726 & 0.058708 & 0.026866 \\ +4 & 1849 & 762 & 2 & 220319 & 0.024632 & NaN & NaN & 0.012947 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.010652 \\ +11 & 1849 & 819 & 4 & 60319 & 0.016233 & NaN & NaN & 0.007941 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.012427 & 0.025116 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.119026 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.115720 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.019872 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.092696 & 0.041444 & 0.037893 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_interspike_interval_cv.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_interspike_interval_cv.csv new file mode 100644 index 000000000..860b5e1b0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_interspike_interval_cv.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.8826615317899728 +41,1833,27,0,200619,,,1.271242572327988,1.2674446530659662 +17,1833,34,0,260619,,1.4573131153503536,2.5786873307892417,1.2453407693507696 +7,1833,40,0,290519,1.3114855677089288,,1.1946626465824288,1.2893938367112059 +27,1833,42,0,290519,,1.2564473931711175,, +52,1833,84,1,260619,,,,1.1473095774327613 +28,1833,89,1,290519,,1.212529650776829,, +37,1833,94,1,290519,,,1.999244960508085,1.5141182559100828 +15,1833,112,2,200619,5.237624313160524,1.1878693815161911,1.4136405309435751,1.0835468570433386 +0,1833,113,2,260619,1.437604540333209,1.1703376866796806,1.3817010383717163,1.0286465729011796 +14,1833,120,3,20719,1.4275373641634157,1.3724478835324243,1.4235485751989565, +48,1833,137,3,20719,,,,1.359067604764396 +16,1833,146,3,200619,1.1276277839831044,,1.104609694399285,0.9292789804126924 +8,1833,155,3,290519,6.6995590927183,,1.3402461091835212,1.7163904779552297 +29,1833,160,3,290519,,1.6040509437979802,, +36,1833,163,4,10719,,2.1572519687079352,, +49,1833,167,4,20719,,,,1.1829493690543211 +54,1833,184,4,290519,,,,1.4153864947692063 +1,1833,188,5,260619,1.3765245643223791,1.5270964861034946,1.443598063109727,1.0456314708698975 +22,1833,196,5,120619,,1.3233520156076335,1.1792581318311233,1.2163945086174741 +23,1833,203,5,120619,,1.3560311308148456,, +53,1833,209,5,260619,,,,1.2703917573095278 +55,1833,324,7,290519,,,,1.6600087199206095 +24,1834,394,4,60319,,2.0331574940529986,, +51,1834,396,4,60319,,,,1.000209913505974 +9,1834,397,4,110319,1.034876597821161,0.9409903003363136,, +19,1834,401,4,150319,,1.7689191571667997,, +6,1834,463,6,150319,1.538271855682733,1.2114202510088667,1.495023031945932,1.2044833821846057 +31,1839,570,0,200619,,1.2911378168956005,, +32,1839,571,0,200619,,1.4435941865591275,, +42,1839,577,1,120619,,,,2.5345235052695023 +43,1839,578,1,120619,,,,4.7736276065239345 +56,1839,624,6,60619,,,,2.293453120083792 +30,1839,632,6,120619,,1.126897839817926,, +40,1839,633,6,120619,,,2.349116233939085,1.9064995459863496 +44,1839,641,6,120619,,,,1.1720171207891792 +33,1839,644,6,200619,,1.0732864266264217,, +34,1839,646,6,200619,,1.1128622908167562,, +35,1839,649,6,200619,,1.1767163364818078,, +18,1849,730,1,220319,,1.3054463800671536,1.4684321311799358, +13,1849,759,2,150319,2.7703175370913655,1.4304575739662242,1.8289900559428085,1.4368822657279936 +4,1849,762,2,220319,1.4517293657887038,,,1.3519564848913517 +45,1849,772,2,280219,,,,1.0912102176133025 +11,1849,819,4,60319,1.4254542473861893,,,1.0453983877741992 +39,1849,834,4,220319,,,1.7984020531505842,1.9745808151279989 +20,1849,844,4,280219,,1.5121149695485687,, +46,1849,847,4,280219,,,,2.1351353400428184 +47,1849,891,5,280219,,,,1.3892334937754989 +21,1849,919,7,280219,,2.5228795904241474,1.5740124242955502,1.4568878466400894 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_interspike_interval_cv.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_interspike_interval_cv.tex new file mode 100644 index 000000000..5f36b741f --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_interspike_interval_cv.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.882662 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 1.271243 & 1.267445 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 1.457313 & 2.578687 & 1.245341 \\ +7 & 1833 & 40 & 0 & 290519 & 1.311486 & NaN & 1.194663 & 1.289394 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 1.256447 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 1.147310 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 1.212530 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 1.999245 & 1.514118 \\ +15 & 1833 & 112 & 2 & 200619 & 5.237624 & 1.187869 & 1.413641 & 1.083547 \\ +0 & 1833 & 113 & 2 & 260619 & 1.437605 & 1.170338 & 1.381701 & 1.028647 \\ +14 & 1833 & 120 & 3 & 20719 & 1.427537 & 1.372448 & 1.423549 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 1.359068 \\ +16 & 1833 & 146 & 3 & 200619 & 1.127628 & NaN & 1.104610 & 0.929279 \\ +8 & 1833 & 155 & 3 & 290519 & 6.699559 & NaN & 1.340246 & 1.716390 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 1.604051 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 2.157252 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 1.182949 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 1.415386 \\ +1 & 1833 & 188 & 5 & 260619 & 1.376525 & 1.527096 & 1.443598 & 1.045631 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 1.323352 & 1.179258 & 1.216395 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 1.356031 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 1.270392 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 1.660009 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 2.033157 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 1.000210 \\ +9 & 1834 & 397 & 4 & 110319 & 1.034877 & 0.940990 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 1.768919 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 1.538272 & 1.211420 & 1.495023 & 1.204483 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 1.291138 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 1.443594 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 2.534524 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 4.773628 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 2.293453 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 1.126898 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 2.349116 & 1.906500 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 1.172017 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 1.073286 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 1.112862 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 1.176716 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 1.305446 & 1.468432 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 2.770318 & 1.430458 & 1.828990 & 1.436882 \\ +4 & 1849 & 762 & 2 & 220319 & 1.451729 & NaN & NaN & 1.351956 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 1.091210 \\ +11 & 1849 & 819 & 4 & 60319 & 1.425454 & NaN & NaN & 1.045398 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 1.798402 & 1.974581 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 1.512115 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 2.135135 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 1.389233 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 2.522880 & 1.574012 & 1.456888 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_field_mean_rate.csv new file mode 100644 index 000000000..2198b3eed --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_field_mean_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,39.63777706131143 +41,1833,27,0,200619,,,26.704294878889502,25.291459514359044 +17,1833,34,0,260619,,45.708849628452036,41.93037534781006,31.44809673567884 +7,1833,40,0,290519,,,, +27,1833,42,0,290519,,,, +52,1833,84,1,260619,,,, +28,1833,89,1,290519,,16.395280495360925,, +37,1833,94,1,290519,,,,34.54268293659746 +15,1833,112,2,200619,36.884282485916906,48.08208449535993,,46.3850432323525 +0,1833,113,2,260619,39.47677075102155,,, +2,1833,120,3,10719,,,, +48,1833,137,3,20719,,,,40.14693713210856 +16,1833,146,3,200619,,,55.143316601857826, +8,1833,155,3,290519,,,,21.824296952874928 +29,1833,160,3,290519,,9.870234129375596,, +36,1833,163,4,10719,,12.361270833658107,, +49,1833,167,4,20719,,,, +54,1833,184,4,290519,,,, +1,1833,188,5,260619,,42.212470803003896,, +5,1833,196,5,50619,31.082822721241023,30.545474327604484,, +23,1833,203,5,120619,,14.211651380323687,, +53,1833,209,5,260619,,,, +55,1833,324,7,290519,,,, +24,1834,394,4,60319,,,, +51,1834,396,4,60319,,,, +9,1834,397,4,110319,,,, +19,1834,401,4,150319,,,, +25,1834,463,6,110319,,25.970432342554076,, +31,1839,570,0,200619,,4.524433021328595,, +32,1839,571,0,200619,,,, +42,1839,577,1,120619,,,, +43,1839,578,1,120619,,,, +56,1839,624,6,60619,,,, +30,1839,632,6,120619,,,, +40,1839,633,6,120619,,,, +44,1839,641,6,120619,,,, +33,1839,644,6,200619,,,, +34,1839,646,6,200619,,,, +35,1839,649,6,200619,,6.340072150071928,, +18,1849,730,1,220319,,,, +13,1849,759,2,150319,,,, +4,1849,762,2,220319,,,, +45,1849,772,2,280219,,,,46.348005725294534 +11,1849,819,4,60319,,,, +39,1849,834,4,220319,,,55.108421316702604, +20,1849,844,4,280219,,,, +46,1849,847,4,280219,,,, +47,1849,891,5,280219,,,,25.08913227144112 +10,1849,919,7,10319,,,, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_field_mean_rate.tex new file mode 100644 index 000000000..3a44b2678 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_field_mean_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 39.637777 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 26.704295 & 25.291460 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 45.708850 & 41.930375 & 31.448097 \\ +7 & 1833 & 40 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +27 & 1833 & 42 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & NaN \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 16.395280 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & NaN & 34.542683 \\ +15 & 1833 & 112 & 2 & 200619 & 36.884282 & 48.082084 & NaN & 46.385043 \\ +0 & 1833 & 113 & 2 & 260619 & 39.476771 & NaN & NaN & NaN \\ +2 & 1833 & 120 & 3 & 10719 & NaN & NaN & NaN & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 40.146937 \\ +16 & 1833 & 146 & 3 & 200619 & NaN & NaN & 55.143317 & NaN \\ +8 & 1833 & 155 & 3 & 290519 & NaN & NaN & NaN & 21.824297 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 9.870234 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 12.361271 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & NaN \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +1 & 1833 & 188 & 5 & 260619 & NaN & 42.212471 & NaN & NaN \\ +5 & 1833 & 196 & 5 & 50619 & 31.082823 & 30.545474 & NaN & NaN \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 14.211651 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & NaN \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +24 & 1834 & 394 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +9 & 1834 & 397 & 4 & 110319 & NaN & NaN & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +25 & 1834 & 463 & 6 & 110319 & NaN & 25.970432 & NaN & NaN \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 4.524433 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & NaN & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & NaN \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & NaN \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & NaN \\ +30 & 1839 & 632 & 6 & 120619 & NaN & NaN & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & NaN & NaN \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & NaN \\ +33 & 1839 & 644 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 6.340072 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & NaN & NaN & NaN \\ +13 & 1849 & 759 & 2 & 150319 & NaN & NaN & NaN & NaN \\ +4 & 1849 & 762 & 2 & 220319 & NaN & NaN & NaN & NaN \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 46.348006 \\ +11 & 1849 & 819 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 55.108421 & NaN \\ +20 & 1849 & 844 & 4 & 280219 & NaN & NaN & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & NaN \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 25.089132 \\ +10 & 1849 & 919 & 7 & 10319 & NaN & NaN & NaN & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_rate.csv new file mode 100644 index 000000000..e7402e181 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,61.620316515753785 +41,1833,27,0,200619,,,42.424772536846255,48.43386778536431 +17,1833,34,0,260619,,74.9397315414157,74.15935636613949,53.29956824456345 +7,1833,40,0,290519,50.15939861128546,,52.56915923484736,61.64482883001846 +27,1833,42,0,290519,,61.08533772688408,, +52,1833,84,1,260619,,,,31.126633359159317 +28,1833,89,1,290519,,37.13664735147896,, +37,1833,94,1,290519,,,52.02942905717817,77.92858234256906 +15,1833,112,2,200619,97.04007183961106,75.80590259642524,76.95690614978463,70.66345953248647 +0,1833,113,2,260619,61.91404682424256,60.27202200214734,84.43558271037963,74.36486023290495 +14,1833,120,3,20719,86.48657263890652,62.939977448789165,80.83926383795587, +48,1833,137,3,20719,,,,68.87237434789284 +16,1833,146,3,200619,87.12470320656206,,70.86239099002334,82.71619897199453 +8,1833,155,3,290519,22.888795922618154,,40.34010807557724,42.794762064616464 +29,1833,160,3,290519,,19.435052054028734,, +36,1833,163,4,10719,,29.87442846653657,, +49,1833,167,4,20719,,,,51.11643370375436 +54,1833,184,4,290519,,,,52.965597977165864 +1,1833,188,5,260619,58.99867510363399,65.25978021088474,71.67117199225109,47.50435027332107 +22,1833,196,5,120619,,64.81615763771713,62.631228693700756,56.3367018427909 +23,1833,203,5,120619,,23.421425491746373,, +53,1833,209,5,260619,,,,27.73466455861321 +55,1833,324,7,290519,,,,40.41353296391605 +24,1834,394,4,60319,,21.149343827802085,, +51,1834,396,4,60319,,,,38.4831756941388 +9,1834,397,4,110319,83.14480953752059,80.2273018073904,, +19,1834,401,4,150319,,27.689370608511194,, +6,1834,463,6,150319,49.39760049707685,55.59270015589078,34.620271427514076,48.52312323920413 +31,1839,570,0,200619,,7.787564932401963,, +32,1839,571,0,200619,,6.300153119937863,, +42,1839,577,1,120619,,,,2.9601871433320497 +43,1839,578,1,120619,,,,12.841580314799822 +56,1839,624,6,60619,,,,20.304600708710087 +30,1839,632,6,120619,,55.88127060944952,, +40,1839,633,6,120619,,,35.725335867030786,40.14894013709417 +44,1839,641,6,120619,,,,26.53684591298 +33,1839,644,6,200619,,12.557533840075221,, +34,1839,646,6,200619,,10.5682040145827,, +35,1839,649,6,200619,,8.868707095913098,, +18,1849,730,1,220319,,51.084251981282044,58.64720454800505, +13,1849,759,2,150319,56.5669284686631,46.891663018106605,41.917561184734076,46.895640330276066 +4,1849,762,2,220319,99.66766204113148,,,50.94286815762457 +45,1849,772,2,280219,,,,69.56350915001676 +11,1849,819,4,60319,50.5233061982752,,,61.622441165805476 +39,1849,834,4,220319,,,84.55458570341824,68.62813019772085 +20,1849,844,4,280219,,6.431742299498395,, +46,1849,847,4,280219,,,,33.998093090739424 +47,1849,891,5,280219,,,,63.14360285592365 +21,1849,919,7,280219,,31.381723576602248,56.172541630169384,45.86922024828564 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_rate.tex new file mode 100644 index 000000000..488345aea --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_max_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 61.620317 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 42.424773 & 48.433868 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 74.939732 & 74.159356 & 53.299568 \\ +7 & 1833 & 40 & 0 & 290519 & 50.159399 & NaN & 52.569159 & 61.644829 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 61.085338 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 31.126633 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 37.136647 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 52.029429 & 77.928582 \\ +15 & 1833 & 112 & 2 & 200619 & 97.040072 & 75.805903 & 76.956906 & 70.663460 \\ +0 & 1833 & 113 & 2 & 260619 & 61.914047 & 60.272022 & 84.435583 & 74.364860 \\ +14 & 1833 & 120 & 3 & 20719 & 86.486573 & 62.939977 & 80.839264 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 68.872374 \\ +16 & 1833 & 146 & 3 & 200619 & 87.124703 & NaN & 70.862391 & 82.716199 \\ +8 & 1833 & 155 & 3 & 290519 & 22.888796 & NaN & 40.340108 & 42.794762 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 19.435052 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 29.874428 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 51.116434 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 52.965598 \\ +1 & 1833 & 188 & 5 & 260619 & 58.998675 & 65.259780 & 71.671172 & 47.504350 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 64.816158 & 62.631229 & 56.336702 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 23.421425 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 27.734665 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 40.413533 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 21.149344 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 38.483176 \\ +9 & 1834 & 397 & 4 & 110319 & 83.144810 & 80.227302 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 27.689371 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 49.397600 & 55.592700 & 34.620271 & 48.523123 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 7.787565 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 6.300153 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 2.960187 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 12.841580 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 20.304601 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 55.881271 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 35.725336 & 40.148940 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 26.536846 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 12.557534 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 10.568204 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 8.868707 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 51.084252 & 58.647205 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 56.566928 & 46.891663 & 41.917561 & 46.895640 \\ +4 & 1849 & 762 & 2 & 220319 & 99.667662 & NaN & NaN & 50.942868 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 69.563509 \\ +11 & 1849 & 819 & 4 & 60319 & 50.523306 & NaN & NaN & 61.622441 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 84.554586 & 68.628130 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 6.431742 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 33.998093 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 63.143603 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 31.381724 & 56.172542 & 45.869220 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_out_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_out_field_mean_rate.csv new file mode 100644 index 000000000..6dfc43394 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_out_field_mean_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,36.41141080856908 +41,1833,27,0,200619,,,19.39677160273148,20.568870301809614 +17,1833,34,0,260619,,27.37119431605536,31.09251015907725,23.92374776749672 +7,1833,40,0,290519,29.204772611463827,,31.39935602353825,26.927161041291303 +27,1833,42,0,290519,,23.32445525359615,, +52,1833,84,1,260619,,,,17.032075301920052 +28,1833,89,1,290519,,17.999704889784073,, +37,1833,94,1,290519,,,24.06303499586161,36.01064357510916 +15,1833,112,2,200619,24.99836136274757,46.79600694964242,46.98204615687309,38.15818847015368 +0,1833,113,2,260619,32.53134191428289,36.83210354053777,39.71812894713399,48.47591513335585 +14,1833,120,3,20719,42.80134933679663,32.31034543039872,42.12488295441904, +48,1833,137,3,20719,,,,32.07996046379388 +16,1833,146,3,200619,38.67179588996928,,39.99492479653581,44.99196994999024 +8,1833,155,3,290519,9.438286926308146,,20.063442645151767,19.320549345384922 +29,1833,160,3,290519,,8.391182544873683,, +36,1833,163,4,10719,,6.030673981239055,, +49,1833,167,4,20719,,,,22.338746359567914 +54,1833,184,4,290519,,,,17.7444737758093 +1,1833,188,5,260619,32.35110571500322,36.03338556718384,39.6346050902862,30.119074297436327 +22,1833,196,5,120619,,31.862902264557547,33.54456717019446,33.130211207310786 +23,1833,203,5,120619,,13.276646546003375,, +53,1833,209,5,260619,,,,12.695062105658259 +55,1833,324,7,290519,,,,14.910378269047149 +24,1834,394,4,60319,,8.10838280554807,, +51,1834,396,4,60319,,,,19.59546517615012 +9,1834,397,4,110319,38.1722744750396,43.46497365914968,, +19,1834,401,4,150319,,7.625726396159573,, +6,1834,463,6,150319,21.741676460225964,30.786778697872986,18.414137558490797,29.457810005290423 +31,1839,570,0,200619,,2.700503979234466,, +32,1839,571,0,200619,,1.7014862079571194,, +42,1839,577,1,120619,,,,0.11141549202621062 +43,1839,578,1,120619,,,,1.8958048528772864 +56,1839,624,6,60619,,,,6.398952646765139 +30,1839,632,6,120619,,35.9822086771095,, +40,1839,633,6,120619,,,18.05714015071834,16.58732103048927 +44,1839,641,6,120619,,,,11.00396656656198 +33,1839,644,6,200619,,6.129706612998593,, +34,1839,646,6,200619,,3.6768151506625766,, +35,1839,649,6,200619,,4.542699329351464,, +18,1849,730,1,220319,,22.411011149877485,33.42694979905404, +13,1849,759,2,150319,20.75549054065216,20.98885706725422,16.58799954986652,16.959580108245014 +4,1849,762,2,220319,23.928930137271124,,,26.033004968965002 +45,1849,772,2,280219,,,,36.88699877416715 +11,1849,819,4,60319,21.698555480061426,,,34.65480535035441 +39,1849,834,4,220319,,,40.464691368208506,38.87081791808284 +20,1849,844,4,280219,,0.6837081208466603,, +46,1849,847,4,280219,,,,7.127783051101526 +47,1849,891,5,280219,,,,19.60357805563501 +21,1849,919,7,280219,,8.65663074759542,20.598672509706127,21.328304826970008 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_out_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_out_field_mean_rate.tex new file mode 100644 index 000000000..592497182 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_out_field_mean_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 36.411411 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 19.396772 & 20.568870 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 27.371194 & 31.092510 & 23.923748 \\ +7 & 1833 & 40 & 0 & 290519 & 29.204773 & NaN & 31.399356 & 26.927161 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 23.324455 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 17.032075 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 17.999705 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 24.063035 & 36.010644 \\ +15 & 1833 & 112 & 2 & 200619 & 24.998361 & 46.796007 & 46.982046 & 38.158188 \\ +0 & 1833 & 113 & 2 & 260619 & 32.531342 & 36.832104 & 39.718129 & 48.475915 \\ +14 & 1833 & 120 & 3 & 20719 & 42.801349 & 32.310345 & 42.124883 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 32.079960 \\ +16 & 1833 & 146 & 3 & 200619 & 38.671796 & NaN & 39.994925 & 44.991970 \\ +8 & 1833 & 155 & 3 & 290519 & 9.438287 & NaN & 20.063443 & 19.320549 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 8.391183 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 6.030674 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 22.338746 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 17.744474 \\ +1 & 1833 & 188 & 5 & 260619 & 32.351106 & 36.033386 & 39.634605 & 30.119074 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 31.862902 & 33.544567 & 33.130211 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 13.276647 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 12.695062 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 14.910378 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 8.108383 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 19.595465 \\ +9 & 1834 & 397 & 4 & 110319 & 38.172274 & 43.464974 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 7.625726 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 21.741676 & 30.786779 & 18.414138 & 29.457810 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 2.700504 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 1.701486 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.111415 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 1.895805 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 6.398953 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 35.982209 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 18.057140 & 16.587321 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 11.003967 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 6.129707 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 3.676815 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 4.542699 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 22.411011 & 33.426950 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 20.755491 & 20.988857 & 16.588000 & 16.959580 \\ +4 & 1849 & 762 & 2 & 220319 & 23.928930 & NaN & NaN & 26.033005 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 36.886999 \\ +11 & 1849 & 819 & 4 & 60319 & 21.698555 & NaN & NaN & 34.654805 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 40.464691 & 38.870818 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.683708 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 7.127783 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 19.603578 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 8.656631 & 20.598673 & 21.328305 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_selectivity.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_selectivity.csv new file mode 100644 index 000000000..0a080bfbc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_selectivity.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,1.6118716357617036 +41,1833,27,0,200619,,,1.8864630845225696,2.142677941592263 +17,1833,34,0,260619,,2.4458411139392022,2.242430913814478,2.010983830078411 +7,1833,40,0,290519,1.6206898325645065,,1.5308521970834754,2.1566213410895023 +27,1833,42,0,290519,,2.509283449452369,, +52,1833,84,1,260619,,,,1.7875359676170366 +28,1833,89,1,290519,,1.9364795558116896,, +37,1833,94,1,290519,,,1.98670963342758,2.121599519608931 +15,1833,112,2,200619,3.383373971104993,1.5042092301991945,1.512874787892059,1.7213409514392202 +0,1833,113,2,260619,1.822638781759801,1.5084863349445394,2.071585183799901,1.5856044038212849 +14,1833,120,3,20719,1.820559902695608,1.8831445908280584,1.8246292859881676, +48,1833,137,3,20719,,,,1.8895244765649557 +16,1833,146,3,200619,2.156043599468953,,1.6593802034036793,1.7717769529658551 +8,1833,155,3,290519,2.8741990804911968,,1.9423538167859316,2.1905041055149757 +29,1833,160,3,290519,,2.216563621454298,, +36,1833,163,4,10719,,3.8447329466223032,, +49,1833,167,4,20719,,,,2.0830735595718033 +54,1833,184,4,290519,,,,2.9179657911876227 +1,1833,188,5,260619,1.7464160646784253,1.6819684801311114,1.7665846392181956,1.5169367540853298 +22,1833,196,5,120619,,1.8554978318052875,1.742524812070331,1.5365630892629878 +23,1833,203,5,120619,,1.6353355392541011,, +53,1833,209,5,260619,,,,2.279006410933591 +55,1833,324,7,290519,,,,2.79616223586517 +24,1834,394,4,60319,,2.259482927881725,, +51,1834,396,4,60319,,,,1.9375353378642912 +9,1834,397,4,110319,2.029685173442139,1.7454447509081,, +19,1834,401,4,150319,,2.797366595455209,, +6,1834,463,6,150319,1.9641607322223624,1.6634721798687118,1.6805524516892203,1.4900552907269091 +31,1839,570,0,200619,,2.4030167970692737,, +32,1839,571,0,200619,,3.161503644693213,, +42,1839,577,1,120619,,,,15.295420029928355 +43,1839,578,1,120619,,,,4.842606116862457 +56,1839,624,6,60619,,,,2.705247381718704 +30,1839,632,6,120619,,1.3956378946069694,, +40,1839,633,6,120619,,,1.7483677517707181,2.096573694434415 +44,1839,641,6,120619,,,,2.169975894572811 +33,1839,644,6,200619,,1.8811321967930643,, +34,1839,646,6,200619,,2.480127737413776,, +35,1839,649,6,200619,,1.7527974666660038,, +18,1849,730,1,220319,,2.060153097175326,1.781145510038824, +13,1849,759,2,150319,2.859070722744688,2.114468592982181,2.386918679800156,2.7081530864164187 +4,1849,762,2,220319,3.538911381318214,,,1.804062274732912 +45,1849,772,2,280219,,,,1.7910066220823655 +11,1849,819,4,60319,2.1244722711081705,,,1.6703636005935711 +39,1849,834,4,220319,,,1.9493390207211208,1.7596951691003393 +20,1849,844,4,280219,,6.405588752022549,, +46,1849,847,4,280219,,,,3.5346945861584818 +47,1849,891,5,280219,,,,3.172138193052372 +21,1849,919,7,280219,,2.9407979147945404,2.540818692957915,1.9493938999206573 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_selectivity.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_selectivity.tex new file mode 100644 index 000000000..b0dea1d7a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_selectivity.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 1.611872 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 1.886463 & 2.142678 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 2.445841 & 2.242431 & 2.010984 \\ +7 & 1833 & 40 & 0 & 290519 & 1.620690 & NaN & 1.530852 & 2.156621 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 2.509283 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 1.787536 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 1.936480 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 1.986710 & 2.121600 \\ +15 & 1833 & 112 & 2 & 200619 & 3.383374 & 1.504209 & 1.512875 & 1.721341 \\ +0 & 1833 & 113 & 2 & 260619 & 1.822639 & 1.508486 & 2.071585 & 1.585604 \\ +14 & 1833 & 120 & 3 & 20719 & 1.820560 & 1.883145 & 1.824629 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 1.889524 \\ +16 & 1833 & 146 & 3 & 200619 & 2.156044 & NaN & 1.659380 & 1.771777 \\ +8 & 1833 & 155 & 3 & 290519 & 2.874199 & NaN & 1.942354 & 2.190504 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 2.216564 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 3.844733 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 2.083074 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 2.917966 \\ +1 & 1833 & 188 & 5 & 260619 & 1.746416 & 1.681968 & 1.766585 & 1.516937 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 1.855498 & 1.742525 & 1.536563 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 1.635336 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 2.279006 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 2.796162 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 2.259483 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 1.937535 \\ +9 & 1834 & 397 & 4 & 110319 & 2.029685 & 1.745445 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 2.797367 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 1.964161 & 1.663472 & 1.680552 & 1.490055 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 2.403017 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 3.161504 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 15.295420 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 4.842606 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 2.705247 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 1.395638 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 1.748368 & 2.096574 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 2.169976 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 1.881132 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 2.480128 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 1.752797 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 2.060153 & 1.781146 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 2.859071 & 2.114469 & 2.386919 & 2.708153 \\ +4 & 1849 & 762 & 2 & 220319 & 3.538911 & NaN & NaN & 1.804062 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 1.791007 \\ +11 & 1849 & 819 & 4 & 60319 & 2.124472 & NaN & NaN & 1.670364 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 1.949339 & 1.759695 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 6.405589 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 3.534695 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 3.172138 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 2.940798 & 2.540819 & 1.949394 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spacing.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spacing.csv new file mode 100644 index 000000000..975253a91 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spacing.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.6192476805694938 +41,1833,27,0,200619,,,0.3583200464758336,0.43504840964679103 +17,1833,34,0,260619,,0.3156302686760542,0.4597487186883466,0.5105496675618546 +7,1833,40,0,290519,0.7411000041418526,,0.5907210539321367,0.520830745316654 +27,1833,42,0,290519,,0.4582601763779444,, +52,1833,84,1,260619,,,,0.8751493514309908 +28,1833,89,1,290519,,0.5415749157291706,, +37,1833,94,1,290519,,,0.5617323861100073,0.4732769612924202 +15,1833,112,2,200619,0.5197738442632693,0.3952568143724333,0.5938480712206641,0.34870105107936195 +0,1833,113,2,260619,0.4238878072622407,0.5596786214958869,0.6453457554982164, +14,1833,120,3,20719,0.8595135191019135,0.7602437937157759,0.5941973183624478, +48,1833,137,3,20719,,,,0.5158617446175905 +16,1833,146,3,200619,0.3906848336809518,,0.5575113098939896,0.4578072525123538 +8,1833,155,3,290519,0.8730230879321939,,0.5214909812073777,0.705618606493732 +29,1833,160,3,290519,,0.5372121790848571,, +36,1833,163,4,10719,,0.5408767352680709,, +49,1833,167,4,20719,,,,0.4165248650244491 +54,1833,184,4,290519,,,,0.4421394635115443 +1,1833,188,5,260619,0.6555524361516577,0.5742650655729098,0.5258853596918095,0.4752957968573426 +22,1833,196,5,120619,,0.41768271213392855,0.5406261994167237,0.6696664703572149 +23,1833,203,5,120619,,0.4936054455272834,, +53,1833,209,5,260619,,,,0.9087012982052596 +55,1833,324,7,290519,,,,0.7568849677659432 +24,1834,394,4,60319,,0.7077610247093392,, +51,1834,396,4,60319,,,,0.6342169170832201 +9,1834,397,4,110319,0.9574038444661744,0.8452098673521792,, +19,1834,401,4,150319,,0.5774526805085833,, +6,1834,463,6,150319,0.5681855327174471,0.7251247103466895,0.5205786184082025,0.6614604961897851 +31,1839,570,0,200619,,0.4710000828574332,, +32,1839,571,0,200619,,0.6902043759508736,, +42,1839,577,1,120619,,,,0.4894653248911047 +43,1839,578,1,120619,,,,0.5435707350180771 +56,1839,624,6,60619,,,,0.5917806268366438 +30,1839,632,6,120619,,0.4895022720473586,, +40,1839,633,6,120619,,,0.597224701036545,0.5270006639724781 +44,1839,641,6,120619,,,,0.6678788266346415 +33,1839,644,6,200619,,0.4917242651044666,, +34,1839,646,6,200619,,0.5723419384824977,, +35,1839,649,6,200619,,0.5295840579541317,, +18,1849,730,1,220319,,0.6240940418631092,0.7914849411697457, +13,1849,759,2,150319,0.7754595385510927,0.6769286863606737,0.7864684214675625,1.0470920688337 +4,1849,762,2,220319,0.39944495133495095,,,0.5852880621720062 +45,1849,772,2,280219,,,,0.5890505090825866 +11,1849,819,4,60319,0.5844718178623345,,,0.6325943324399614 +39,1849,834,4,220319,,,0.4779385945685866,0.6826460197451346 +20,1849,844,4,280219,,0.5807353567475378,, +46,1849,847,4,280219,,,,0.6885523555347141 +47,1849,891,5,280219,,,,0.6412244396900028 +21,1849,919,7,280219,,0.7292710845220179,0.6603615655308733,0.780792329150088 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spacing.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spacing.tex new file mode 100644 index 000000000..7a71633c2 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spacing.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.619248 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.358320 & 0.435048 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.315630 & 0.459749 & 0.510550 \\ +7 & 1833 & 40 & 0 & 290519 & 0.741100 & NaN & 0.590721 & 0.520831 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.458260 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.875149 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.541575 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.561732 & 0.473277 \\ +15 & 1833 & 112 & 2 & 200619 & 0.519774 & 0.395257 & 0.593848 & 0.348701 \\ +0 & 1833 & 113 & 2 & 260619 & 0.423888 & 0.559679 & 0.645346 & NaN \\ +14 & 1833 & 120 & 3 & 20719 & 0.859514 & 0.760244 & 0.594197 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.515862 \\ +16 & 1833 & 146 & 3 & 200619 & 0.390685 & NaN & 0.557511 & 0.457807 \\ +8 & 1833 & 155 & 3 & 290519 & 0.873023 & NaN & 0.521491 & 0.705619 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.537212 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.540877 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.416525 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.442139 \\ +1 & 1833 & 188 & 5 & 260619 & 0.655552 & 0.574265 & 0.525885 & 0.475296 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.417683 & 0.540626 & 0.669666 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.493605 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.908701 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.756885 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.707761 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.634217 \\ +9 & 1834 & 397 & 4 & 110319 & 0.957404 & 0.845210 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.577453 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.568186 & 0.725125 & 0.520579 & 0.661460 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.471000 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.690204 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.489465 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.543571 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.591781 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.489502 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.597225 & 0.527001 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.667879 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.491724 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.572342 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.529584 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.624094 & 0.791485 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.775460 & 0.676929 & 0.786468 & 1.047092 \\ +4 & 1849 & 762 & 2 & 220319 & 0.399445 & NaN & NaN & 0.585288 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.589051 \\ +11 & 1849 & 819 & 4 & 60319 & 0.584472 & NaN & NaN & 0.632594 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.477939 & 0.682646 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.580735 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.688552 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.641224 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.729271 & 0.660362 & 0.780792 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_sparsity.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_sparsity.csv new file mode 100644 index 000000000..fb01244d0 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_sparsity.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.9697525819136508 +41,1833,27,0,200619,,,0.9384342510351898,0.9428327349658476 +17,1833,34,0,260619,,0.9207416506073132,0.9305717633464528,0.9629563485432584 +7,1833,40,0,290519,0.9554247920147664,,0.978144334683928,0.9542486687575816 +27,1833,42,0,290519,,0.9409710523558144,, +52,1833,84,1,260619,,,,0.9535056636034852 +28,1833,89,1,290519,,0.9670028285450816,, +37,1833,94,1,290519,,,0.94923369667089,0.9596455790353998 +15,1833,112,2,200619,0.8976720045273744,0.97830681738096,0.9793225732994768,0.9792972151686842 +0,1833,113,2,260619,0.9667709560407444,0.9751876760725828,0.978531861802428,0.9718064254274824 +14,1833,120,3,20719,0.9367808243441452,0.9468901858958048,0.931133833820505, +48,1833,137,3,20719,,,,0.9503520985128651 +16,1833,146,3,200619,0.9677413845054834,,0.9719523318289892,0.975465723883476 +8,1833,155,3,290519,0.7806846243102805,,0.9645242421319395,0.9222150352310458 +29,1833,160,3,290519,,0.9039334274127048,, +36,1833,163,4,10719,,0.8016053870496026,, +49,1833,167,4,20719,,,,0.942792384645638 +54,1833,184,4,290519,,,,0.852361479546837 +1,1833,188,5,260619,0.9591427305315234,0.9724492786206258,0.9821968013534248,0.9784103533704004 +22,1833,196,5,120619,,0.9662339603991544,0.9693381280408426,0.9661444225753256 +23,1833,203,5,120619,,0.9716564676744318,, +53,1833,209,5,260619,,,,0.9460461355614684 +55,1833,324,7,290519,,,,0.9192798890047116 +24,1834,394,4,60319,,0.9138316850003046,, +51,1834,396,4,60319,,,,0.986043891409932 +9,1834,397,4,110319,0.9609411622002746,0.9593014756254084,, +19,1834,401,4,150319,,0.8842007999109907,, +6,1834,463,6,150319,0.9346040600350074,0.9557545204470324,0.956208596015134,0.9648898650941594 +31,1839,570,0,200619,,0.9024465854566144,, +32,1839,571,0,200619,,0.8453805824280229,, +42,1839,577,1,120619,,,,0.2581116174193518 +43,1839,578,1,120619,,,,0.6920157480073029 +56,1839,624,6,60619,,,,0.9261435855924844 +30,1839,632,6,120619,,0.9741997759128546,, +40,1839,633,6,120619,,,0.9275977942890136,0.9339273321875052 +44,1839,641,6,120619,,,,0.9403298754687992 +33,1839,644,6,200619,,0.9601890337117316,, +34,1839,646,6,200619,,0.9498433208479008,, +35,1839,649,6,200619,,0.9491794551661564,, +18,1849,730,1,220319,,0.9594369231925154,0.9484845401812521, +13,1849,759,2,150319,0.9127525904015108,0.9590096542618606,0.8824398704510404,0.9399706089335528 +4,1849,762,2,220319,0.9025835216931704,,,0.964221130817396 +45,1849,772,2,280219,,,,0.9720987501818388 +11,1849,819,4,60319,0.9594971513122148,,,0.9770443402335032 +39,1849,834,4,220319,,,0.9507865652385324,0.9562038325017418 +20,1849,844,4,280219,,0.7231784619552313,, +46,1849,847,4,280219,,,,0.7717896230473141 +47,1849,891,5,280219,,,,0.9410196765433956 +21,1849,919,7,280219,,0.8277767903368883,0.9076681781398412,0.9217877171275054 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_sparsity.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_sparsity.tex new file mode 100644 index 000000000..eb45e3f05 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_sparsity.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.969753 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.938434 & 0.942833 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.920742 & 0.930572 & 0.962956 \\ +7 & 1833 & 40 & 0 & 290519 & 0.955425 & NaN & 0.978144 & 0.954249 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.940971 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.953506 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.967003 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.949234 & 0.959646 \\ +15 & 1833 & 112 & 2 & 200619 & 0.897672 & 0.978307 & 0.979323 & 0.979297 \\ +0 & 1833 & 113 & 2 & 260619 & 0.966771 & 0.975188 & 0.978532 & 0.971806 \\ +14 & 1833 & 120 & 3 & 20719 & 0.936781 & 0.946890 & 0.931134 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.950352 \\ +16 & 1833 & 146 & 3 & 200619 & 0.967741 & NaN & 0.971952 & 0.975466 \\ +8 & 1833 & 155 & 3 & 290519 & 0.780685 & NaN & 0.964524 & 0.922215 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.903933 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.801605 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.942792 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.852361 \\ +1 & 1833 & 188 & 5 & 260619 & 0.959143 & 0.972449 & 0.982197 & 0.978410 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.966234 & 0.969338 & 0.966144 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.971656 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.946046 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.919280 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.913832 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.986044 \\ +9 & 1834 & 397 & 4 & 110319 & 0.960941 & 0.959301 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.884201 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.934604 & 0.955755 & 0.956209 & 0.964890 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.902447 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.845381 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.258112 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.692016 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.926144 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.974200 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.927598 & 0.933927 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.940330 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.960189 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.949843 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.949179 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.959437 & 0.948485 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.912753 & 0.959010 & 0.882440 & 0.939971 \\ +4 & 1849 & 762 & 2 & 220319 & 0.902584 & NaN & NaN & 0.964221 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.972099 \\ +11 & 1849 & 819 & 4 & 60319 & 0.959497 & NaN & NaN & 0.977044 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.950787 & 0.956204 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.723178 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.771790 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.941020 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.827777 & 0.907668 & 0.921788 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spatial_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spatial_average_rate.csv new file mode 100644 index 000000000..ff0289eba --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spatial_average_rate.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,38.32314534703456 +41,1833,27,0,200619,,,22.62731849863293,22.675511062690354 +17,1833,34,0,260619,,30.623877699499303,33.00445170689008,26.629987101451412 +7,1833,40,0,290519,30.904436090547872,,34.480520706052395,28.72766844742895 +27,1833,42,0,290519,,24.43644532531859,, +52,1833,84,1,260619,,,,17.504393905858933 +28,1833,89,1,290519,,19.27572784989657,, +37,1833,94,1,290519,,,26.29631245166936,37.12299522027827 +15,1833,112,2,200619,28.592658488881067,50.439021124144794,50.933976711746396,41.104822508429066 +0,1833,113,2,260619,33.92387434346105,39.98383730168688,40.71477747902189,47.07098993666079 +14,1833,120,3,20719,47.86470272325674,33.62594366316937,44.574821049348145, +48,1833,137,3,20719,,,,36.64749205837143 +16,1833,146,3,200619,40.52090635945388,,42.92453004845233,46.77582984369076 +8,1833,155,3,290519,7.93751787299149,,20.851100655137962,19.802391726079968 +29,1833,160,3,290519,,8.785732937995947,, +36,1833,163,4,10719,,7.905318451318503,, +49,1833,167,4,20719,,,,24.67871840288475 +54,1833,184,4,290519,,,,18.271100193015453 +1,1833,188,5,260619,33.91971012759206,38.92054386118188,40.64124761573582,31.43878442841364 +22,1833,196,5,120619,,35.09845066467003,36.033521972784364,36.766314250800406 +23,1833,203,5,120619,,14.426220948554993,, +53,1833,209,5,260619,,,,12.253859928663125 +55,1833,324,7,290519,,,,14.687254469711206 +24,1834,394,4,60319,,9.419458169241643,, +51,1834,396,4,60319,,,,19.95763500337889 +9,1834,397,4,110319,41.066047847645386,46.11718338497733,, +19,1834,401,4,150319,,9.984825376517676,, +6,1834,463,6,150319,25.09705235071818,33.492817130839704,20.614632682855397,32.79291793313624 +31,1839,570,0,200619,,3.2410258456746166,, +32,1839,571,0,200619,,2.0052054481577324,, +42,1839,577,1,120619,,,,0.1926232091714304 +43,1839,578,1,120619,,,,2.6625401081046824 +56,1839,624,6,60619,,,,7.584495341605429 +30,1839,632,6,120619,,40.2469668499776,, +40,1839,633,6,120619,,,20.527262791742448,19.296300992362077 +44,1839,641,6,120619,,,,12.295313476385687 +33,1839,644,6,200619,,6.695047932292247,, +34,1839,646,6,200619,,4.2894679162240585,, +35,1839,649,6,200619,,5.084838389068379,, +18,1849,730,1,220319,,24.786110997861076,32.86311306681116, +13,1849,759,2,150319,19.74867106861017,22.067024414226317,17.29994918933619,17.38720100657838 +4,1849,762,2,220319,28.192512146033586,,,28.287576260752548 +45,1849,772,2,280219,,,,39.08283502658749 +11,1849,819,4,60319,23.728954550455104,,,36.9964091542066 +39,1849,834,4,220319,,,42.995029499393475,38.86720485280605 +20,1849,844,4,280219,,1.0141634219267937,, +46,1849,847,4,280219,,,,9.77273296124316 +47,1849,891,5,280219,,,,20.015227774391896 +21,1849,919,7,280219,,10.722996507092077,21.93068006816088,23.680236542801143 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spatial_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spatial_average_rate.tex new file mode 100644 index 000000000..1a29f355c --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_spatial_average_rate.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 38.323145 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 22.627318 & 22.675511 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 30.623878 & 33.004452 & 26.629987 \\ +7 & 1833 & 40 & 0 & 290519 & 30.904436 & NaN & 34.480521 & 28.727668 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 24.436445 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 17.504394 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 19.275728 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 26.296312 & 37.122995 \\ +15 & 1833 & 112 & 2 & 200619 & 28.592658 & 50.439021 & 50.933977 & 41.104823 \\ +0 & 1833 & 113 & 2 & 260619 & 33.923874 & 39.983837 & 40.714777 & 47.070990 \\ +14 & 1833 & 120 & 3 & 20719 & 47.864703 & 33.625944 & 44.574821 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 36.647492 \\ +16 & 1833 & 146 & 3 & 200619 & 40.520906 & NaN & 42.924530 & 46.775830 \\ +8 & 1833 & 155 & 3 & 290519 & 7.937518 & NaN & 20.851101 & 19.802392 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 8.785733 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 7.905318 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 24.678718 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 18.271100 \\ +1 & 1833 & 188 & 5 & 260619 & 33.919710 & 38.920544 & 40.641248 & 31.438784 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 35.098451 & 36.033522 & 36.766314 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 14.426221 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 12.253860 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 14.687254 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 9.419458 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 19.957635 \\ +9 & 1834 & 397 & 4 & 110319 & 41.066048 & 46.117183 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 9.984825 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 25.097052 & 33.492817 & 20.614633 & 32.792918 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 3.241026 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 2.005205 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.192623 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 2.662540 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 7.584495 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 40.246967 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 20.527263 & 19.296301 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 12.295313 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 6.695048 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 4.289468 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 5.084838 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 24.786111 & 32.863113 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 19.748671 & 22.067024 & 17.299949 & 17.387201 \\ +4 & 1849 & 762 & 2 & 220319 & 28.192512 & NaN & NaN & 28.287576 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 39.082835 \\ +11 & 1849 & 819 & 4 & 60319 & 23.728955 & NaN & NaN & 36.996409 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 42.995029 & 38.867205 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 1.014163 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 9.772733 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 20.015228 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 10.722997 & 21.930680 & 23.680237 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_specificity.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_specificity.csv new file mode 100644 index 000000000..1617eff52 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_specificity.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.08238217067581981 +41,1833,27,0,200619,,,0.13500993028056202,0.13916145773471508 +17,1833,34,0,260619,,0.14703922101633715,0.14073626619082497,0.11555797352447489 +7,1833,40,0,290519,0.09327016449430825,,0.06972639513612446,0.12290906910363981 +27,1833,42,0,290519,,0.131406400052109,, +52,1833,84,1,260619,,,,0.1028142610229224 +28,1833,89,1,290519,,0.09771816766469799,, +37,1833,94,1,290519,,,0.11675115931162393,0.1156210040185201 +15,1833,112,2,200619,0.18452888921503333,0.0866659222394263,0.08608575012089005,0.08608512551305199 +0,1833,113,2,260619,0.09190966100945569,0.08911646117689856,0.07534122778901658,0.09362028253090644 +14,1833,120,3,20719,0.13773064777393512,0.08509780204169477,0.12693533839155624, +48,1833,137,3,20719,,,,0.12310385100279188 +16,1833,146,3,200619,0.0985293020642648,,0.09452563179062413,0.08696971219139664 +8,1833,155,3,290519,0.22825826755703843,,0.08854405887230209,0.14108032765149586 +29,1833,160,3,290519,,0.16010093990799948,, +36,1833,163,4,10719,,0.26318965977504255,, +49,1833,167,4,20719,,,,0.14727109154654514 +54,1833,184,4,290519,,,,0.21945390641622345 +1,1833,188,5,260619,0.10423305773389974,0.08037106045636654,0.0722512728086303,0.0738500698703584 +22,1833,196,5,120619,,0.10350248557522529,0.09103787242741396,0.09947005817100946 +23,1833,203,5,120619,,0.09321408863033499,, +53,1833,209,5,260619,,,,0.07384478447796851 +55,1833,324,7,290519,,,,0.14883378463855867 +24,1834,394,4,60319,,0.14898798958018702,, +51,1834,396,4,60319,,,,0.06263839500613716 +9,1834,397,4,110319,0.0869939035359125,0.09073716637116418,, +19,1834,401,4,150319,,0.20328160580063903,, +6,1834,463,6,150319,0.14293548570162515,0.10587049218187555,0.10711033771146923,0.0788312885980767 +31,1839,570,0,200619,,0.1843401290485754,, +32,1839,571,0,200619,,0.22886334424614144,, +42,1839,577,1,120619,,,,0.8124032175036628 +43,1839,578,1,120619,,,,0.3700663536702955 +56,1839,624,6,60619,,,,0.1602324532510377 +30,1839,632,6,120619,,0.08207647836590196,, +40,1839,633,6,120619,,,0.13944857047197448,0.13716747255961362 +44,1839,641,6,120619,,,,0.12531455648247045 +33,1839,644,6,200619,,0.1145149755146712,, +34,1839,646,6,200619,,0.14421224279387593,, +35,1839,649,6,200619,,0.12544445305961485,, +18,1849,730,1,220319,,0.10965741584411647,0.0824523922459673, +13,1849,759,2,150319,0.1902972359602331,0.09384915216686893,0.15237641040901986,0.09951502443480947 +4,1849,762,2,220319,0.1114536524428481,,,0.09628329995993101 +45,1849,772,2,280219,,,,0.0934119545547308 +11,1849,819,4,60319,0.11757672565379249,,,0.09379192394077349 +39,1849,834,4,220319,,,0.10607327594077427,0.08581175638807265 +20,1849,844,4,280219,,0.3719532246681659,, +46,1849,847,4,280219,,,,0.27014211482657624 +47,1849,891,5,280219,,,,0.10897223028727662 +21,1849,919,7,280219,,0.2030179224189474,0.1428266535428354,0.1404238780528247 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_specificity.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_specificity.tex new file mode 100644 index 000000000..c1a3a3761 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_specificity.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.082382 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.135010 & 0.139161 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.147039 & 0.140736 & 0.115558 \\ +7 & 1833 & 40 & 0 & 290519 & 0.093270 & NaN & 0.069726 & 0.122909 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.131406 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.102814 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.097718 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.116751 & 0.115621 \\ +15 & 1833 & 112 & 2 & 200619 & 0.184529 & 0.086666 & 0.086086 & 0.086085 \\ +0 & 1833 & 113 & 2 & 260619 & 0.091910 & 0.089116 & 0.075341 & 0.093620 \\ +14 & 1833 & 120 & 3 & 20719 & 0.137731 & 0.085098 & 0.126935 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.123104 \\ +16 & 1833 & 146 & 3 & 200619 & 0.098529 & NaN & 0.094526 & 0.086970 \\ +8 & 1833 & 155 & 3 & 290519 & 0.228258 & NaN & 0.088544 & 0.141080 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.160101 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.263190 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.147271 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.219454 \\ +1 & 1833 & 188 & 5 & 260619 & 0.104233 & 0.080371 & 0.072251 & 0.073850 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.103502 & 0.091038 & 0.099470 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.093214 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.073845 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.148834 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.148988 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.062638 \\ +9 & 1834 & 397 & 4 & 110319 & 0.086994 & 0.090737 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.203282 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.142935 & 0.105870 & 0.107110 & 0.078831 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.184340 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.228863 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.812403 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.370066 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.160232 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.082076 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.139449 & 0.137167 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.125315 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.114515 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.144212 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.125444 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.109657 & 0.082452 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.190297 & 0.093849 & 0.152376 & 0.099515 \\ +4 & 1849 & 762 & 2 & 220319 & 0.111454 & NaN & NaN & 0.096283 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.093412 \\ +11 & 1849 & 819 & 4 & 60319 & 0.117577 & NaN & NaN & 0.093792 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.106073 & 0.085812 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.371953 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.270142 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.108972 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.203018 & 0.142827 & 0.140424 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_speed_score.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_speed_score.csv new file mode 100644 index 000000000..03fee4921 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_speed_score.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.3523875177853277 +41,1833,27,0,200619,,,0.229806959058436,0.3507274383411896 +17,1833,34,0,260619,,0.2844922872490292,0.31290947755586235,0.2683937051981468 +7,1833,40,0,290519,0.22052930244969488,,0.10559763584022996,0.2878882872205694 +27,1833,42,0,290519,,0.4125923594384511,, +52,1833,84,1,260619,,,,0.3667121442785757 +28,1833,89,1,290519,,0.274822238559677,, +37,1833,94,1,290519,,,0.08306755569513231,0.3118218884605976 +15,1833,112,2,200619,0.07533920711491489,0.18090797345384893,0.11993887883197148,0.04313548561066402 +0,1833,113,2,260619,0.11108471973794758,0.0057697130392703406,0.08975786675180558,0.10307178866064977 +14,1833,120,3,20719,0.459194811258452,0.22955201804825046,0.38158574856258265, +48,1833,137,3,20719,,,,0.2538991326797088 +16,1833,146,3,200619,0.38648989759842345,,0.3920648416105845,0.4329756657232365 +8,1833,155,3,290519,0.2902757925004877,,0.30014986820693185,0.4005245718481141 +29,1833,160,3,290519,,0.4479459058746169,, +36,1833,163,4,10719,,0.13156132993663935,, +49,1833,167,4,20719,,,,0.37064984611322654 +54,1833,184,4,290519,,,,0.3776274759995385 +1,1833,188,5,260619,0.30620000387826424,0.24066649570045676,0.26288990804218965,0.36005693606412537 +22,1833,196,5,120619,,0.3369136662474041,0.3423957911722888,0.18221238508190407 +23,1833,203,5,120619,,0.3708394429505992,, +53,1833,209,5,260619,,,,0.3777313888303247 +55,1833,324,7,290519,,,,0.460797332933951 +24,1834,394,4,60319,,0.1207957864227186,, +51,1834,396,4,60319,,,,0.2447407226741212 +9,1834,397,4,110319,0.15429037240691987,0.30581677751880826,, +19,1834,401,4,150319,,0.21741104127403185,, +6,1834,463,6,150319,0.14578434122864686,0.15525723421174004,0.07997376218491714,0.12742005093783262 +31,1839,570,0,200619,,0.15985613554663866,, +32,1839,571,0,200619,,0.1843968331637248,, +42,1839,577,1,120619,,,,0.0995100135772272 +43,1839,578,1,120619,,,,0.1429260876594561 +56,1839,624,6,60619,,,,0.16160993272361313 +30,1839,632,6,120619,,0.181622565791365,, +40,1839,633,6,120619,,,0.25892663909768354,0.2030831924608328 +44,1839,641,6,120619,,,,0.2958285751168605 +33,1839,644,6,200619,,0.17278805289748758,, +34,1839,646,6,200619,,0.16357698984252506,, +35,1839,649,6,200619,,0.2345922865916793,, +18,1849,730,1,220319,,0.10355898657411937,0.03956010703259244, +13,1849,759,2,150319,0.06357263337370933,0.017323657884135143,0.07167204470161366,0.12145518531430267 +4,1849,762,2,220319,-0.1236310386921696,,,0.0031662741972069506 +45,1849,772,2,280219,,,,0.3476235085102652 +11,1849,819,4,60319,0.16997226167508495,,,0.1166777948939004 +39,1849,834,4,220319,,,0.09992988303713993,0.17875097920025704 +20,1849,844,4,280219,,0.10580470376709457,, +46,1849,847,4,280219,,,,0.003825870436201679 +47,1849,891,5,280219,,,,0.20096345283870534 +21,1849,919,7,280219,,0.0617720473368019,0.2356553155607752,0.1635771860587757 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_speed_score.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_speed_score.tex new file mode 100644 index 000000000..512034f50 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_speed_score.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.352388 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.229807 & 0.350727 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.284492 & 0.312909 & 0.268394 \\ +7 & 1833 & 40 & 0 & 290519 & 0.220529 & NaN & 0.105598 & 0.287888 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.412592 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.366712 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.274822 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.083068 & 0.311822 \\ +15 & 1833 & 112 & 2 & 200619 & 0.075339 & 0.180908 & 0.119939 & 0.043135 \\ +0 & 1833 & 113 & 2 & 260619 & 0.111085 & 0.005770 & 0.089758 & 0.103072 \\ +14 & 1833 & 120 & 3 & 20719 & 0.459195 & 0.229552 & 0.381586 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.253899 \\ +16 & 1833 & 146 & 3 & 200619 & 0.386490 & NaN & 0.392065 & 0.432976 \\ +8 & 1833 & 155 & 3 & 290519 & 0.290276 & NaN & 0.300150 & 0.400525 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.447946 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.131561 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.370650 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.377627 \\ +1 & 1833 & 188 & 5 & 260619 & 0.306200 & 0.240666 & 0.262890 & 0.360057 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.336914 & 0.342396 & 0.182212 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.370839 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.377731 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.460797 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.120796 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.244741 \\ +9 & 1834 & 397 & 4 & 110319 & 0.154290 & 0.305817 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.217411 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.145784 & 0.155257 & 0.079974 & 0.127420 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.159856 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.184397 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & 0.099510 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.142926 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.161610 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.181623 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & 0.258927 & 0.203083 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.295829 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.172788 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.163577 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.234592 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.103559 & 0.039560 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.063573 & 0.017324 & 0.071672 & 0.121455 \\ +4 & 1849 & 762 & 2 & 220319 & -0.123631 & NaN & NaN & 0.003166 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.347624 \\ +11 & 1849 & 819 & 4 & 60319 & 0.169972 & NaN & NaN & 0.116678 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.099930 & 0.178751 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & 0.105805 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.003826 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.200963 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.061772 & 0.235655 & 0.163577 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_theta_score.csv b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_theta_score.csv new file mode 100644 index 000000000..223157124 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_theta_score.csv @@ -0,0 +1,50 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +57,1833,19,0,60619,,,,0.05274882647784231 +41,1833,27,0,200619,,,0.08302973526248222,0.01307531380753138 +17,1833,34,0,260619,,0.04827278499476601,0.0420916278307997,-0.008041825474427793 +7,1833,40,0,290519,0.1302292235850336,,0.19255962798139906,0.06624659400544959 +27,1833,42,0,290519,,0.031582693277186324,, +52,1833,84,1,260619,,,,0.07808190112454913 +28,1833,89,1,290519,,0.08503505028954587,, +37,1833,94,1,290519,,,0.06949397590361446,0.02358097073233777 +15,1833,112,2,200619,0.1457415137957989,0.15972148182168602,0.2916383311038539,0.013051419715503405 +0,1833,113,2,260619,0.3103771882331709,0.18690945009812715,0.32464168326388976,0.02534250086037095 +14,1833,120,3,20719,0.037694999703422515,0.04575379032137127,0.030996693909745413, +48,1833,137,3,20719,,,,0.014392884197150747 +16,1833,146,3,200619,0.03740523854918516,,0.041164393307990974,0.07331640199826965 +8,1833,155,3,290519,0.3283911039871769,,0.33896918461958003,0.12457106376187055 +29,1833,160,3,290519,,0.010809785700739616,, +36,1833,163,4,10719,,0.06966228627949696,, +49,1833,167,4,20719,,,,0.07059373539036932 +54,1833,184,4,290519,,,,0.01184461897686266 +1,1833,188,5,260619,0.20698194736212874,0.17946692991115498,0.3069940347540417,0.08763571712150242 +22,1833,196,5,120619,,0.10920867725209582,0.15042750536269978,0.053887554189539236 +23,1833,203,5,120619,,0.1002435460301997,, +53,1833,209,5,260619,,,,0.31363057324840765 +55,1833,324,7,290519,,,,0.006112217567474761 +24,1834,394,4,60319,,0.07605809776667187,, +51,1834,396,4,60319,,,,0.03807615230460922 +9,1834,397,4,110319,-0.007106556167098966,0.013714470339163188,, +19,1834,401,4,150319,,0.059571865443425076,, +6,1834,463,6,150319,0.2511254851228978,0.007103466185973328,0.3980214344600165,0.0147314422638835 +31,1839,570,0,200619,,0.06317411402157165,, +32,1839,571,0,200619,,0.3472803347280335,, +42,1839,577,1,120619,,,,-0.42857142857142855 +43,1839,578,1,120619,,,,0.07726763717805152 +56,1839,624,6,60619,,,,0.4126506024096386 +30,1839,632,6,120619,,0.018821849010528257,, +40,1839,633,6,120619,,,-0.0018484288354898336,0.027887190798802586 +44,1839,641,6,120619,,,,0.2043189368770764 +33,1839,644,6,200619,,0.2549019607843137,, +34,1839,646,6,200619,,0.16559139784946236,, +35,1839,649,6,200619,,0.291005291005291,, +18,1849,730,1,220319,,0.08642566435240602,0.27422322513452524, +13,1849,759,2,150319,0.07014028056112225,-0.0010406693585314074,0.1175728109952784,0.06435048617939472 +4,1849,762,2,220319,0.15423773945459954,,,0.03464608367687045 +45,1849,772,2,280219,,,,0.07315230839356646 +11,1849,819,4,60319,0.2241233031674208,,,0.1067508666944776 +39,1849,834,4,220319,,,0.21031161084638847,0.03850266034389505 +20,1849,844,4,280219,,-0.04,, +46,1849,847,4,280219,,,,0.019688606969272597 +47,1849,891,5,280219,,,,0.05314773805757672 +21,1849,919,7,280219,,0.1270021700940374,0.4581119738455252,0.07684572194754044 diff --git a/actions/comparisons-allcells/data/statistics/values_ns_inhibited_theta_score.tex b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_theta_score.tex new file mode 100644 index 000000000..ee2250650 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_inhibited_theta_score.tex @@ -0,0 +1,55 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +57 & 1833 & 19 & 0 & 60619 & NaN & NaN & NaN & 0.052749 \\ +41 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.083030 & 0.013075 \\ +17 & 1833 & 34 & 0 & 260619 & NaN & 0.048273 & 0.042092 & -0.008042 \\ +7 & 1833 & 40 & 0 & 290519 & 0.130229 & NaN & 0.192560 & 0.066247 \\ +27 & 1833 & 42 & 0 & 290519 & NaN & 0.031583 & NaN & NaN \\ +52 & 1833 & 84 & 1 & 260619 & NaN & NaN & NaN & 0.078082 \\ +28 & 1833 & 89 & 1 & 290519 & NaN & 0.085035 & NaN & NaN \\ +37 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.069494 & 0.023581 \\ +15 & 1833 & 112 & 2 & 200619 & 0.145742 & 0.159721 & 0.291638 & 0.013051 \\ +0 & 1833 & 113 & 2 & 260619 & 0.310377 & 0.186909 & 0.324642 & 0.025343 \\ +14 & 1833 & 120 & 3 & 20719 & 0.037695 & 0.045754 & 0.030997 & NaN \\ +48 & 1833 & 137 & 3 & 20719 & NaN & NaN & NaN & 0.014393 \\ +16 & 1833 & 146 & 3 & 200619 & 0.037405 & NaN & 0.041164 & 0.073316 \\ +8 & 1833 & 155 & 3 & 290519 & 0.328391 & NaN & 0.338969 & 0.124571 \\ +29 & 1833 & 160 & 3 & 290519 & NaN & 0.010810 & NaN & NaN \\ +36 & 1833 & 163 & 4 & 10719 & NaN & 0.069662 & NaN & NaN \\ +49 & 1833 & 167 & 4 & 20719 & NaN & NaN & NaN & 0.070594 \\ +54 & 1833 & 184 & 4 & 290519 & NaN & NaN & NaN & 0.011845 \\ +1 & 1833 & 188 & 5 & 260619 & 0.206982 & 0.179467 & 0.306994 & 0.087636 \\ +22 & 1833 & 196 & 5 & 120619 & NaN & 0.109209 & 0.150428 & 0.053888 \\ +23 & 1833 & 203 & 5 & 120619 & NaN & 0.100244 & NaN & NaN \\ +53 & 1833 & 209 & 5 & 260619 & NaN & NaN & NaN & 0.313631 \\ +55 & 1833 & 324 & 7 & 290519 & NaN & NaN & NaN & 0.006112 \\ +24 & 1834 & 394 & 4 & 60319 & NaN & 0.076058 & NaN & NaN \\ +51 & 1834 & 396 & 4 & 60319 & NaN & NaN & NaN & 0.038076 \\ +9 & 1834 & 397 & 4 & 110319 & -0.007107 & 0.013714 & NaN & NaN \\ +19 & 1834 & 401 & 4 & 150319 & NaN & 0.059572 & NaN & NaN \\ +6 & 1834 & 463 & 6 & 150319 & 0.251125 & 0.007103 & 0.398021 & 0.014731 \\ +31 & 1839 & 570 & 0 & 200619 & NaN & 0.063174 & NaN & NaN \\ +32 & 1839 & 571 & 0 & 200619 & NaN & 0.347280 & NaN & NaN \\ +42 & 1839 & 577 & 1 & 120619 & NaN & NaN & NaN & -0.428571 \\ +43 & 1839 & 578 & 1 & 120619 & NaN & NaN & NaN & 0.077268 \\ +56 & 1839 & 624 & 6 & 60619 & NaN & NaN & NaN & 0.412651 \\ +30 & 1839 & 632 & 6 & 120619 & NaN & 0.018822 & NaN & NaN \\ +40 & 1839 & 633 & 6 & 120619 & NaN & NaN & -0.001848 & 0.027887 \\ +44 & 1839 & 641 & 6 & 120619 & NaN & NaN & NaN & 0.204319 \\ +33 & 1839 & 644 & 6 & 200619 & NaN & 0.254902 & NaN & NaN \\ +34 & 1839 & 646 & 6 & 200619 & NaN & 0.165591 & NaN & NaN \\ +35 & 1839 & 649 & 6 & 200619 & NaN & 0.291005 & NaN & NaN \\ +18 & 1849 & 730 & 1 & 220319 & NaN & 0.086426 & 0.274223 & NaN \\ +13 & 1849 & 759 & 2 & 150319 & 0.070140 & -0.001041 & 0.117573 & 0.064350 \\ +4 & 1849 & 762 & 2 & 220319 & 0.154238 & NaN & NaN & 0.034646 \\ +45 & 1849 & 772 & 2 & 280219 & NaN & NaN & NaN & 0.073152 \\ +11 & 1849 & 819 & 4 & 60319 & 0.224123 & NaN & NaN & 0.106751 \\ +39 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.210312 & 0.038503 \\ +20 & 1849 & 844 & 4 & 280219 & NaN & -0.040000 & NaN & NaN \\ +46 & 1849 & 847 & 4 & 280219 & NaN & NaN & NaN & 0.019689 \\ +47 & 1849 & 891 & 5 & 280219 & NaN & NaN & NaN & 0.053148 \\ +21 & 1849 & 919 & 7 & 280219 & NaN & 0.127002 & 0.458112 & 0.076846 \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_average_rate.csv new file mode 100644 index 000000000..f2c56d8f4 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_average_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,39.83233053884232,31.525960496708056,, +23,1833,11,0,20719,52.975198346556425,37.79251950130009,39.2446414880496,36.734557818593935 +40,1833,22,0,120619,,4.71372614384532,, +47,1833,25,0,200619,,24.843736978081502,36.4122735378923,31.59771992399746 +0,1833,31,0,260619,2.6600886696223207,,3.5183919731995528,3.6158445860587833 +1,1833,33,0,260619,37.9879329310977,33.57779814984582,40.875681261354345,29.69596586283369 +68,1833,37,0,260619,,,2.5400423340389, +11,1833,38,0,290519,0.5117007800520034,,, +12,1833,39,0,290519,13.61090739382625,,26.97756591886396,21.36868947815796 +64,1833,43,0,290519,,,2.80509350311677, +2,1833,44,1,260619,31.029367645588184,25.91882656888074,, +46,1833,52,1,20719,,22.47483165544369,25.07583586119537, +8,1833,64,1,50619,22.685378089634828,,, +37,1833,65,1,50619,,38.416534711225935,, +75,1833,71,1,60619,,,,33.08110270342345 +41,1833,73,1,120619,,29.12742728560713,, +3,1833,77,1,260619,30.111003700123334,,, +69,1833,81,1,260619,,,26.883781396356603, +13,1833,88,1,290519,11.539102606840453,,, +6,1833,97,2,10719,36.37727295454924,35.80798399866655,, +24,1833,99,2,20719,29.20694712980865,,, +38,1833,107,2,50619,,0.12334361196766395,, +39,1833,108,2,50619,,5.2387698974914585,, +42,1833,109,2,120619,,35.53962830235853,, +25,1833,111,2,200619,10.359023934928992,,,16.39554651821727 +9,1833,141,3,50619,40.30733845564093,41.971830985915496,, +43,1833,143,3,120619,,2.176848070672556,, +48,1833,147,3,200619,,19.4499541628469,, +70,1833,151,3,260619,,,22.11203520058667, +14,1833,154,3,290519,1.4717647843189543,,, +15,1833,157,3,290519,1.8234548969931323,,1.0500350011667052,2.1283688061467685 +73,1833,161,3,290519,,,,0.466674444574076 +66,1833,164,4,20719,,,4.668488949631653, +49,1833,180,4,290519,,22.103508625718803,, +50,1833,181,4,290519,,32.60438369864154,, +51,1833,182,4,290519,,0.7117259771647635,, +67,1833,194,5,20719,,,32.562752091736385, +18,1833,200,5,120619,9.43380502358451,,, +44,1833,201,5,120619,,12.234352862738561,, +71,1833,207,5,260619,,,17.641960699344985, +16,1833,211,5,290519,13.175878391892788,,, +52,1833,215,5,290519,,9.015751312609384,, +72,1833,229,6,20719,,,,0.9033634454481814 +53,1833,318,7,290519,,1.6601383448620717,, +54,1833,319,7,290519,,0.7617301441786813,, +55,1833,320,7,290519,,1.1950995916326357,, +56,1833,321,7,290519,,26.27552296024668,, +65,1834,395,4,60319,,,18.665622187406235, +31,1834,403,4,220319,,23.593239549303277,, +21,1834,452,6,60319,51.67059156824902,,, +32,1834,497,7,220319,,25.94506300420027,28.656024287310853,38.79064651077517 +34,1839,573,0,290519,,24.640386698891568,, +74,1839,625,6,60619,,,,3.505116837227908 +10,1839,628,6,120619,6.8536760171341875,,, +17,1839,642,6,200619,10.754229519126591,,, +58,1849,704,1,60319,,,5.693618014234043, +59,1849,753,2,60319,,,26.609663816524158, +26,1849,765,2,280219,34.501725086254304,,, +27,1849,809,3,280219,30.59819657649549,,, +45,1849,821,4,60319,,1.6368030669222433,, +60,1849,823,4,60319,,,7.978732269946827, +22,1849,830,4,150319,17.77922229444805,,, +35,1849,831,4,150319,,28.012334361196768,37.027900930031, +7,1849,836,4,220319,37.002466831122064,,, +33,1849,841,4,220319,,34.65955496291357,, +28,1849,842,4,280219,10.463856526159637,,, +62,1849,846,4,280219,,,14.319060957716406, +63,1849,890,5,280219,,,19.394424436441227, +19,1849,893,6,10319,19.952664299881658,,, +20,1849,899,6,60319,19.52597629881494,,, +29,1849,907,6,280219,9.953831024884575,,, +30,1849,908,6,280219,14.364051535910125,,, +36,1849,911,6,280219,,7.715642970247514,, +61,1849,927,7,60319,,,0.5300265013250661, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_average_rate.tex new file mode 100644 index 000000000..e768421dc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_average_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 39.832331 & 31.525960 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 52.975198 & 37.792520 & 39.244641 & 36.734558 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 4.713726 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 24.843737 & 36.412274 & 31.597720 \\ +0 & 1833 & 31 & 0 & 260619 & 2.660089 & NaN & 3.518392 & 3.615845 \\ +1 & 1833 & 33 & 0 & 260619 & 37.987933 & 33.577798 & 40.875681 & 29.695966 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 2.540042 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.511701 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 13.610907 & NaN & 26.977566 & 21.368689 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 2.805094 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 31.029368 & 25.918827 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 22.474832 & 25.075836 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 22.685378 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 38.416535 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 33.081103 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 29.127427 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 30.111004 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 26.883781 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 11.539103 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 36.377273 & 35.807984 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 29.206947 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.123344 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 5.238770 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 35.539628 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 10.359024 & NaN & NaN & 16.395547 \\ +9 & 1833 & 141 & 3 & 50619 & 40.307338 & 41.971831 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 2.176848 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 19.449954 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 22.112035 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 1.471765 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 1.823455 & NaN & 1.050035 & 2.128369 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.466674 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 4.668489 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 22.103509 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 32.604384 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.711726 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 32.562752 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 9.433805 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 12.234353 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 17.641961 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 13.175878 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 9.015751 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.903363 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 1.660138 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.761730 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 1.195100 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 26.275523 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 18.665622 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 23.593240 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 51.670592 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 25.945063 & 28.656024 & 38.790647 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 24.640387 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 3.505117 \\ +10 & 1839 & 628 & 6 & 120619 & 6.853676 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 10.754230 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 5.693618 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 26.609664 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 34.501725 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 30.598197 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 1.636803 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 7.978732 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 17.779222 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 28.012334 & 37.027901 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 37.002467 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 34.659555 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 10.463857 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 14.319061 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 19.394424 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 19.952664 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 19.525976 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 9.953831 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 14.364052 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 7.715643 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.530027 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_border_score.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_border_score.csv new file mode 100644 index 000000000..a366c2a4a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_border_score.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.3494555779153876,0.33322633029699283,, +23,1833,11,0,20719,0.34422686217601195,0.2358116433434037,0.23737315061934056,0.2940558577612666 +40,1833,22,0,120619,,0.18009396842294384,, +47,1833,25,0,200619,,0.2709036315995006,0.2411247314933197,0.2911876937661318 +0,1833,31,0,260619,-0.025977719195274116,,0.12216238012015584,0.08501062195827959 +1,1833,33,0,260619,0.20628840775818852,0.3220706500934968,0.21646922547093533,0.23586520174588746 +68,1833,37,0,260619,,,0.221825327140117, +11,1833,38,0,290519,0.09696023896004112,,, +12,1833,39,0,290519,0.28849471194722,,0.2887664407580184,0.3034294997142343 +64,1833,43,0,290519,,,0.17989639231962642, +2,1833,44,1,260619,0.2576640857372757,0.25437481001435996,, +46,1833,52,1,20719,,0.3465389285403244,0.2770499319927535, +8,1833,64,1,50619,0.20296195487925606,,, +37,1833,65,1,50619,,0.17315534187520645,, +75,1833,71,1,60619,,,,0.15746191273198634 +41,1833,73,1,120619,,0.13085433852392322,, +3,1833,77,1,260619,0.3125643433045727,,, +69,1833,81,1,260619,,,0.251616889799251, +13,1833,88,1,290519,0.20424744212609025,,, +6,1833,97,2,10719,0.19890750825397635,0.3349953559788407,, +24,1833,99,2,20719,0.23085657073237936,,, +38,1833,107,2,50619,,0.11536039796266592,, +39,1833,108,2,50619,,0.08076649767500597,, +42,1833,109,2,120619,,0.3137820275579282,, +25,1833,111,2,200619,0.1976779733715442,,,0.2515855524010878 +9,1833,141,3,50619,0.2301477900653829,0.2273949779056996,, +43,1833,143,3,120619,,0.18839256627190007,, +48,1833,147,3,200619,,0.25080424541469176,, +70,1833,151,3,260619,,,0.2904322110030091, +14,1833,154,3,290519,0.18487721394437898,,, +15,1833,157,3,290519,0.1038702441332372,,0.2542124556578739,-0.09661897495351704 +73,1833,161,3,290519,,,,0.10187816736394348 +66,1833,164,4,20719,,,0.14777280362940054, +49,1833,180,4,290519,,0.18043217744633,, +50,1833,181,4,290519,,0.2966442109967057,, +51,1833,182,4,290519,,0.358032321014644,, +67,1833,194,5,20719,,,0.1486539581842926, +18,1833,200,5,120619,0.1718829446239283,,, +44,1833,201,5,120619,,0.22778693019824706,, +71,1833,207,5,260619,,,0.16496081031029708, +16,1833,211,5,290519,0.26375908781287805,,, +52,1833,215,5,290519,,0.23695242816463094,, +72,1833,229,6,20719,,,,0.1327016062251506 +53,1833,318,7,290519,,0.01834528034959532,, +54,1833,319,7,290519,,0.010005871938827418,, +55,1833,320,7,290519,,0.01395041540962448,, +56,1833,321,7,290519,,0.1667960487422822,, +65,1834,395,4,60319,,,0.18460380753933348, +31,1834,403,4,220319,,0.26913334596335936,, +21,1834,452,6,60319,0.2556443438812128,,, +32,1834,497,7,220319,,0.3078543155397704,0.3117342720375908,0.31094452451100063 +34,1839,573,0,290519,,0.21489152184640034,, +74,1839,625,6,60619,,,,0.2277856417135585 +10,1839,628,6,120619,0.26061045355121737,,, +17,1839,642,6,200619,0.2714053040993596,,, +58,1849,704,1,60319,,,0.30814571113556394, +59,1849,753,2,60319,,,0.1825685734253144, +26,1849,765,2,280219,0.3177409399455442,,, +27,1849,809,3,280219,0.2426314220916888,,, +45,1849,821,4,60319,,0.23586044659031585,, +60,1849,823,4,60319,,,0.30650547685275104, +22,1849,830,4,150319,0.16853607651035082,,, +35,1849,831,4,150319,,0.2854275394606957,0.25579872092657563, +7,1849,836,4,220319,0.2973264370301808,,, +33,1849,841,4,220319,,0.19531385653857897,, +28,1849,842,4,280219,0.2725687338535537,,, +62,1849,846,4,280219,,,0.18463315525836888, +63,1849,890,5,280219,,,0.077045357070341, +19,1849,893,6,10319,0.21781974305167812,,, +20,1849,899,6,60319,0.232272830245306,,, +29,1849,907,6,280219,0.4080753992070409,,, +30,1849,908,6,280219,0.17836480527079968,,, +36,1849,911,6,280219,,0.3766847316811144,, +61,1849,927,7,60319,,,0.38518429260644665, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_border_score.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_border_score.tex new file mode 100644 index 000000000..c49171990 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_border_score.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.349456 & 0.333226 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.344227 & 0.235812 & 0.237373 & 0.294056 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.180094 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.270904 & 0.241125 & 0.291188 \\ +0 & 1833 & 31 & 0 & 260619 & -0.025978 & NaN & 0.122162 & 0.085011 \\ +1 & 1833 & 33 & 0 & 260619 & 0.206288 & 0.322071 & 0.216469 & 0.235865 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.221825 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.096960 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.288495 & NaN & 0.288766 & 0.303429 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.179896 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.257664 & 0.254375 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.346539 & 0.277050 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.202962 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.173155 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.157462 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.130854 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.312564 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.251617 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.204247 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.198908 & 0.334995 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.230857 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.115360 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.080766 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.313782 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.197678 & NaN & NaN & 0.251586 \\ +9 & 1833 & 141 & 3 & 50619 & 0.230148 & 0.227395 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.188393 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.250804 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.290432 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.184877 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.103870 & NaN & 0.254212 & -0.096619 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.101878 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.147773 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.180432 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.296644 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.358032 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.148654 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.171883 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.227787 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.164961 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.263759 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.236952 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.132702 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.018345 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.010006 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.013950 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.166796 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.184604 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.269133 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.255644 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.307854 & 0.311734 & 0.310945 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.214892 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.227786 \\ +10 & 1839 & 628 & 6 & 120619 & 0.260610 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.271405 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.308146 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.182569 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.317741 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.242631 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.235860 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.306505 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.168536 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.285428 & 0.255799 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.297326 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.195314 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.272569 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.184633 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.077045 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.217820 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.232273 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.408075 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.178365 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.376685 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.385184 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_burst_event_ratio.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_burst_event_ratio.csv new file mode 100644 index 000000000..2b7f422fc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_burst_event_ratio.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.3771845926441179,0.3260906612133606,, +23,1833,11,0,20719,0.4231588557516738,0.3846813152563503,0.3839199508470113,0.2361438313701178 +40,1833,22,0,120619,,0.12097870412324425,, +47,1833,25,0,200619,,0.2969492868462757,0.3631762363093263,0.21947864364811887 +0,1833,31,0,260619,0.13126843657817108,,0.13628715647784634,0.08504273504273505 +1,1833,33,0,260619,0.3654286217215279,0.3425423587346632,0.37042544403139205,0.17895418678600872 +68,1833,37,0,260619,,,0.055244755244755236, +11,1833,38,0,290519,0.09523809523809523,,, +12,1833,39,0,290519,0.17049865631531802,,0.2311419263219447,0.13477628228446709 +64,1833,43,0,290519,,,0.08, +2,1833,44,1,260619,0.29220620571707795,0.2937284502842233,, +46,1833,52,1,20719,,0.2779114784974364,0.2800235478806907, +8,1833,64,1,50619,0.3502525252525253,,, +37,1833,65,1,50619,,0.4106253458771445,, +75,1833,71,1,60619,,,,0.28122769450392576 +41,1833,73,1,120619,,0.3339678309698296,, +3,1833,77,1,260619,0.3170943134535368,,, +69,1833,81,1,260619,,,0.24884471183189466, +13,1833,88,1,290519,0.1963857643370828,,, +6,1833,97,2,10719,0.2931435212085997,0.3369007476909544,, +24,1833,99,2,20719,0.30442756091171075,,, +38,1833,107,2,50619,,0.014492753623188406,, +39,1833,108,2,50619,,0.27093821510297483,, +42,1833,109,2,120619,,0.35671819262782395,, +25,1833,111,2,200619,0.17807669142742422,,,0.1286365229582895 +9,1833,141,3,50619,0.3491600227790433,0.3983722270239124,, +43,1833,143,3,120619,,0.1864406779661017,, +48,1833,147,3,200619,,0.24674093387058546,, +70,1833,151,3,260619,,,0.2923917893797412, +14,1833,154,3,290519,0.1276595744680851,,, +15,1833,157,3,290519,0.19053549190535493,,0.15594541910331386,0.12879484820607176 +73,1833,161,3,290519,,,,0.09486166007905138 +66,1833,164,4,20719,,,0.1832651205093224, +49,1833,180,4,290519,,0.17489500699953334,, +50,1833,181,4,290519,,0.2562806917657106,, +51,1833,182,4,290519,,0.021739130434782608,, +67,1833,194,5,20719,,,0.3653459923315684, +18,1833,200,5,120619,0.13322091062394606,,, +44,1833,201,5,120619,,0.2195591322603219,, +71,1833,207,5,260619,,,0.18485789347981849, +16,1833,211,5,290519,0.1863862578262964,,, +52,1833,215,5,290519,,0.2493566649511065,, +72,1833,229,6,20719,,,,0.34124629080118696 +53,1833,318,7,290519,,0.16429495472186287,, +54,1833,319,7,290519,,0.1329923273657289,, +55,1833,320,7,290519,,0.09828393135725427,, +56,1833,321,7,290519,,0.3131815572986417,, +65,1834,395,4,60319,,,0.14684095860566448, +31,1834,403,4,220319,,0.3137296382483605,, +21,1834,452,6,60319,0.31862239637038564,,, +32,1834,497,7,220319,,0.2960939633979787,0.2318142326830424,0.3443834183339872 +34,1839,573,0,290519,,0.15270063591725025,, +74,1839,625,6,60619,,,,0.07550077041602465 +10,1839,628,6,120619,0.1672150762787915,,, +17,1839,642,6,200619,0.19037370377616905,,, +58,1849,704,1,60319,,,0.138013698630137, +59,1849,753,2,60319,,,0.2688485732518917, +26,1849,765,2,280219,0.15854160541017348,,, +27,1849,809,3,280219,0.222361254232298,,, +45,1849,821,4,60319,,0.07508532423208192,, +60,1849,823,4,60319,,,0.2396804260985353, +22,1849,830,4,150319,0.23516511867905054,,, +35,1849,831,4,150319,,0.349640685461581,0.4159053755168766, +7,1849,836,4,220319,0.3849097412860827,,, +33,1849,841,4,220319,,0.36236462093862815,, +28,1849,842,4,280219,0.22814590977768184,,, +62,1849,846,4,280219,,,0.1548233980175904, +63,1849,890,5,280219,,,0.27796249501263465, +19,1849,893,6,10319,0.30308831036242984,,, +20,1849,899,6,60319,0.35712234348075816,,, +29,1849,907,6,280219,0.1843910806174957,,, +30,1849,908,6,280219,0.2291731669266771,,, +36,1849,911,6,280219,,0.1938240970499035,, +61,1849,927,7,60319,,,0.03257328990228013, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_burst_event_ratio.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_burst_event_ratio.tex new file mode 100644 index 000000000..427029e2c --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_burst_event_ratio.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.377185 & 0.326091 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.423159 & 0.384681 & 0.383920 & 0.236144 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.120979 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.296949 & 0.363176 & 0.219479 \\ +0 & 1833 & 31 & 0 & 260619 & 0.131268 & NaN & 0.136287 & 0.085043 \\ +1 & 1833 & 33 & 0 & 260619 & 0.365429 & 0.342542 & 0.370425 & 0.178954 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.055245 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.095238 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.170499 & NaN & 0.231142 & 0.134776 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.080000 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.292206 & 0.293728 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.277911 & 0.280024 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.350253 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.410625 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.281228 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.333968 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.317094 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.248845 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.196386 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.293144 & 0.336901 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.304428 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.014493 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.270938 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.356718 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.178077 & NaN & NaN & 0.128637 \\ +9 & 1833 & 141 & 3 & 50619 & 0.349160 & 0.398372 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.186441 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.246741 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.292392 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.127660 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.190535 & NaN & 0.155945 & 0.128795 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.094862 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.183265 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.174895 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.256281 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.021739 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.365346 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.133221 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.219559 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.184858 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.186386 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.249357 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.341246 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.164295 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.132992 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.098284 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.313182 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.146841 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.313730 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.318622 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.296094 & 0.231814 & 0.344383 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.152701 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.075501 \\ +10 & 1839 & 628 & 6 & 120619 & 0.167215 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.190374 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.138014 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.268849 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.158542 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.222361 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.075085 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.239680 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.235165 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.349641 & 0.415905 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.384910 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.362365 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.228146 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.154823 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.277962 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.303088 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.357122 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.184391 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.229173 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.193824 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.032573 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_field_area.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_field_area.csv new file mode 100644 index 000000000..84d20bacc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_field_area.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.47507248,0.4700582400000001,, +23,1833,11,0,20719,0.4710438400000001,0.3790544,0.48118416,0.36284608 +40,1833,22,0,120619,,0.50335648,, +47,1833,25,0,200619,,0.44732416,0.35253024,0.44185792 +0,1833,31,0,260619,0.52271584,,0.42268992,0.40857056 +1,1833,33,0,260619,0.39570304,0.40474288,0.4452150400000001,0.47194464 +68,1833,37,0,260619,,,0.4041664, +11,1833,38,0,290519,0.58159664,,, +12,1833,39,0,290519,0.36564352,,0.4012718400000001,0.37532896 +64,1833,43,0,290519,,,0.4144147200000001, +2,1833,44,1,260619,0.49018592,0.4135204800000001,, +46,1833,52,1,20719,,0.46332112,0.42984288, +8,1833,64,1,50619,0.47835296,,, +37,1833,65,1,50619,,0.47179712,, +75,1833,71,1,60619,,,,0.36356288 +41,1833,73,1,120619,,0.40085952,, +3,1833,77,1,260619,0.4972544,,, +69,1833,81,1,260619,,,0.46343312, +13,1833,88,1,290519,0.50012944,,, +6,1833,97,2,10719,0.48037936,0.47062544,, +24,1833,99,2,20719,0.40588272,,, +38,1833,107,2,50619,,0.46928256,, +39,1833,108,2,50619,,0.43981568,, +42,1833,109,2,120619,,0.38261344,, +25,1833,111,2,200619,0.40012,,,0.34277376 +9,1833,141,3,50619,0.38766448,0.47487136,, +43,1833,143,3,120619,,0.5409176000000001,, +48,1833,147,3,200619,,0.45964799999999995,, +70,1833,151,3,260619,,,0.40444128, +14,1833,154,3,290519,0.5942144,,, +15,1833,157,3,290519,0.4994152,,0.5304030399999999,0.45092176 +73,1833,161,3,290519,,,,0.48550912 +66,1833,164,4,20719,,,0.38539696, +49,1833,180,4,290519,,0.48771136,, +50,1833,181,4,290519,,0.44588672,, +51,1833,182,4,290519,,0.40554368,, +67,1833,194,5,20719,,,0.4515328000000001, +18,1833,200,5,120619,0.33385440000000005,,, +44,1833,201,5,120619,,0.35486144000000003,, +71,1833,207,5,260619,,,0.46416576, +16,1833,211,5,290519,0.4090320000000001,,, +52,1833,215,5,290519,,0.39337056,, +72,1833,229,6,20719,,,,0.4179328000000001 +53,1833,318,7,290519,,0.49403232,, +54,1833,319,7,290519,,0.63833344,, +55,1833,320,7,290519,,0.50321696,, +56,1833,321,7,290519,,0.4281459200000001,, +65,1834,395,4,60319,,,0.4500128, +31,1834,403,4,220319,,0.42592032,, +21,1834,452,6,60319,0.44427616,,, +32,1834,497,7,220319,,0.38004128,0.33479712,0.41250912 +34,1839,573,0,290519,,0.38833216,, +74,1839,625,6,60619,,,,0.4452256000000001 +10,1839,628,6,120619,0.36630368,,, +17,1839,642,6,200619,0.46413568,,, +58,1849,704,1,60319,,,0.43239568, +59,1849,753,2,60319,,,0.3901472, +26,1849,765,2,280219,0.46583936,,, +27,1849,809,3,280219,0.45664992,,, +45,1849,821,4,60319,,0.3959289600000001,, +60,1849,823,4,60319,,,0.37143712, +22,1849,830,4,150319,0.35342976,,, +35,1849,831,4,150319,,0.43360879999999996,0.45470192, +7,1849,836,4,220319,0.42125776,,, +33,1849,841,4,220319,,0.49438944,, +28,1849,842,4,280219,0.478304,,, +62,1849,846,4,280219,,,0.49302656, +63,1849,890,5,280219,,,0.4697556800000001, +19,1849,893,6,10319,0.35778304,,, +20,1849,899,6,60319,0.49115552,,, +29,1849,907,6,280219,0.4643190400000001,,, +30,1849,908,6,280219,0.4973224000000001,,, +36,1849,911,6,280219,,0.46688192,, +61,1849,927,7,60319,,,0.4629544, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_field_area.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_field_area.tex new file mode 100644 index 000000000..ae337e710 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_field_area.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.475072 & 0.470058 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.471044 & 0.379054 & 0.481184 & 0.362846 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.503356 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.447324 & 0.352530 & 0.441858 \\ +0 & 1833 & 31 & 0 & 260619 & 0.522716 & NaN & 0.422690 & 0.408571 \\ +1 & 1833 & 33 & 0 & 260619 & 0.395703 & 0.404743 & 0.445215 & 0.471945 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.404166 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.581597 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.365644 & NaN & 0.401272 & 0.375329 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.414415 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.490186 & 0.413520 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.463321 & 0.429843 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.478353 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.471797 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.363563 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.400860 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.497254 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.463433 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.500129 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.480379 & 0.470625 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.405883 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.469283 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.439816 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.382613 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.400120 & NaN & NaN & 0.342774 \\ +9 & 1833 & 141 & 3 & 50619 & 0.387664 & 0.474871 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.540918 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.459648 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.404441 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.594214 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.499415 & NaN & 0.530403 & 0.450922 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.485509 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.385397 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.487711 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.445887 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.405544 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.451533 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.333854 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.354861 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.464166 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.409032 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.393371 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.417933 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.494032 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.638333 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.503217 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.428146 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.450013 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.425920 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.444276 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.380041 & 0.334797 & 0.412509 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.388332 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.445226 \\ +10 & 1839 & 628 & 6 & 120619 & 0.366304 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.464136 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.432396 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.390147 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.465839 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.456650 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.395929 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.371437 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.353430 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.433609 & 0.454702 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.421258 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.494389 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.478304 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.493027 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.469756 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.357783 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.491156 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.464319 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.497322 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.466882 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.462954 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_gridness.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_gridness.csv new file mode 100644 index 000000000..14e05a6c1 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_gridness.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,-0.32770070223400805,-0.1521347163172248,, +23,1833,11,0,20719,-0.3670115593107519,-0.18842150193020032,-0.575327741294356,-0.25252063611075026 +40,1833,22,0,120619,,-0.5992384213666848,, +47,1833,25,0,200619,,-0.2921200911082338,-0.3555934074688471,-0.3449046081469254 +0,1833,31,0,260619,0.8710676473852944,,0.7231246253978274,0.27609710234665386 +1,1833,33,0,260619,-0.2805486793210902,-0.3851716027036033,-0.4669311765900404,-0.2834782109426444 +68,1833,37,0,260619,,,0.6867007667150193, +11,1833,38,0,290519,-0.09974850310802952,,, +12,1833,39,0,290519,-0.6424191509196511,,-0.3632302104875226,-0.3399392077969974 +64,1833,43,0,290519,,,-0.17291718790478525, +2,1833,44,1,260619,-0.27009623877586997,-0.18910153486526216,, +46,1833,52,1,20719,,-0.3257815823853853,-0.5423313549096886, +8,1833,64,1,50619,-0.2947725494288985,,, +37,1833,65,1,50619,,-0.6179541102718217,, +75,1833,71,1,60619,,,,-0.2033960869834795 +41,1833,73,1,120619,,-0.2896186824321795,, +3,1833,77,1,260619,-0.4705794223207328,,, +69,1833,81,1,260619,,,-0.3741425864199114, +13,1833,88,1,290519,-0.08235161903199692,,, +6,1833,97,2,10719,-0.20579412718330115,-0.4762519365813421,, +24,1833,99,2,20719,-0.11179923550115542,,, +38,1833,107,2,50619,,-0.4792611057511221,, +39,1833,108,2,50619,,0.2704046794664567,, +42,1833,109,2,120619,,-0.07474222780366069,, +25,1833,111,2,200619,-0.11548324361993445,,,-0.1585017213389341 +9,1833,141,3,50619,-0.27094105587963296,-0.24025709323145836,, +43,1833,143,3,120619,,-0.4956296217340457,, +48,1833,147,3,200619,,-0.3738990796710925,, +70,1833,151,3,260619,,,-0.15633809853875758, +14,1833,154,3,290519,-0.4946460475223646,,, +15,1833,157,3,290519,0.08460717680594798,,-0.21944575109549266,0.6038309784942237 +73,1833,161,3,290519,,,,-0.3458213112133113 +66,1833,164,4,20719,,,-0.23776228601583835, +49,1833,180,4,290519,,-0.5393155531790348,, +50,1833,181,4,290519,,-0.36004886587845764,, +51,1833,182,4,290519,,-0.17431666441876964,, +67,1833,194,5,20719,,,-0.5322790518648552, +18,1833,200,5,120619,-0.4533904885024013,,, +44,1833,201,5,120619,,-0.3068385449695729,, +71,1833,207,5,260619,,,-0.3971511750342344, +16,1833,211,5,290519,0.19518734720516245,,, +52,1833,215,5,290519,,-0.5252436812348774,, +72,1833,229,6,20719,,,,-0.2084929163119517 +53,1833,318,7,290519,,0.18366748926113471,, +54,1833,319,7,290519,,-0.5496416058114261,, +55,1833,320,7,290519,,-0.6074327630118209,, +56,1833,321,7,290519,,-0.5743905122915351,, +65,1834,395,4,60319,,,-0.4252674057462884, +31,1834,403,4,220319,,-0.030824064673658277,, +21,1834,452,6,60319,-0.8597918025557221,,, +32,1834,497,7,220319,,-0.483975075853517,-0.5733841839004307,-0.3896219003125213 +34,1839,573,0,290519,,-0.05218660479494097,, +74,1839,625,6,60619,,,,-0.3764386000494819 +10,1839,628,6,120619,-0.2713243443520273,,, +17,1839,642,6,200619,0.050206206251414726,,, +58,1849,704,1,60319,,,-0.6667924421575459, +59,1849,753,2,60319,,,-0.06082676232549342, +26,1849,765,2,280219,-0.4912731770986395,,, +27,1849,809,3,280219,-0.6122199827232103,,, +45,1849,821,4,60319,,-0.12376691422941627,, +60,1849,823,4,60319,,,-0.21016077947689116, +22,1849,830,4,150319,-0.3814838249861392,,, +35,1849,831,4,150319,,-0.419817900106686,-0.1846172517855688, +7,1849,836,4,220319,-0.21412148205487855,,, +33,1849,841,4,220319,,0.18796065816448645,, +28,1849,842,4,280219,-0.17615948028643266,,, +62,1849,846,4,280219,,,-0.3144828266518949, +63,1849,890,5,280219,,,-0.48506798527391604, +19,1849,893,6,10319,-0.2961434865216246,,, +20,1849,899,6,60319,-0.4214865973379618,,, +29,1849,907,6,280219,-0.31176118002735576,,, +30,1849,908,6,280219,-0.3274152866148207,,, +36,1849,911,6,280219,,-0.8485436787976519,, +61,1849,927,7,60319,,,-0.20547967248386306, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_gridness.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_gridness.tex new file mode 100644 index 000000000..7b0c595b4 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_gridness.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & -0.327701 & -0.152135 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & -0.367012 & -0.188422 & -0.575328 & -0.252521 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & -0.599238 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & -0.292120 & -0.355593 & -0.344905 \\ +0 & 1833 & 31 & 0 & 260619 & 0.871068 & NaN & 0.723125 & 0.276097 \\ +1 & 1833 & 33 & 0 & 260619 & -0.280549 & -0.385172 & -0.466931 & -0.283478 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.686701 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & -0.099749 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & -0.642419 & NaN & -0.363230 & -0.339939 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & -0.172917 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & -0.270096 & -0.189102 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & -0.325782 & -0.542331 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & -0.294773 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & -0.617954 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & -0.203396 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & -0.289619 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & -0.470579 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & -0.374143 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & -0.082352 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & -0.205794 & -0.476252 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & -0.111799 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & -0.479261 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.270405 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & -0.074742 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & -0.115483 & NaN & NaN & -0.158502 \\ +9 & 1833 & 141 & 3 & 50619 & -0.270941 & -0.240257 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & -0.495630 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & -0.373899 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & -0.156338 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & -0.494646 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.084607 & NaN & -0.219446 & 0.603831 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & -0.345821 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & -0.237762 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & -0.539316 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & -0.360049 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & -0.174317 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & -0.532279 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & -0.453390 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & -0.306839 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & -0.397151 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.195187 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & -0.525244 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & -0.208493 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.183667 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & -0.549642 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & -0.607433 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & -0.574391 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & -0.425267 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & -0.030824 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & -0.859792 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & -0.483975 & -0.573384 & -0.389622 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & -0.052187 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & -0.376439 \\ +10 & 1839 & 628 & 6 & 120619 & -0.271324 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.050206 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & -0.666792 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & -0.060827 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & -0.491273 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & -0.612220 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & -0.123767 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & -0.210161 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & -0.381484 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & -0.419818 & -0.184617 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & -0.214121 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.187961 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & -0.176159 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & -0.314483 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & -0.485068 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & -0.296143 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & -0.421487 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & -0.311761 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & -0.327415 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & -0.848544 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & -0.205480 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_head_mean_vec_len.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_head_mean_vec_len.csv new file mode 100644 index 000000000..1bda2ab75 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_head_mean_vec_len.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.04632679910999403,0.042167416556197566,, +23,1833,11,0,20719,0.0021747830122251788,0.02712808910559057,0.059255801793625426,0.03653541082459324 +40,1833,22,0,120619,,0.07758565371111563,, +47,1833,25,0,200619,,0.02725548199699389,0.0062134572704284465,0.007238103692906263 +0,1833,31,0,260619,0.1132973674549239,,0.18269428282424932,0.09648163121730867 +1,1833,33,0,260619,0.0744313425635374,0.07116929377176423,0.053851910625013,0.05092958095126168 +68,1833,37,0,260619,,,0.007320904596437121, +11,1833,38,0,290519,0.19835652561769346,,, +12,1833,39,0,290519,0.09666536562779918,,0.035432114208267106,0.03141945016419233 +64,1833,43,0,290519,,,0.13357425570709006, +2,1833,44,1,260619,0.04019952460718517,0.05373547217118529,, +46,1833,52,1,20719,,0.008256378459023397,0.0253579907459427, +8,1833,64,1,50619,0.06357774960950091,,, +37,1833,65,1,50619,,0.04383289351963158,, +75,1833,71,1,60619,,,,0.016210159270767563 +41,1833,73,1,120619,,0.028974328665823425,, +3,1833,77,1,260619,0.07317171082270386,,, +69,1833,81,1,260619,,,0.037839451991839655, +13,1833,88,1,290519,0.08436016529450392,,, +6,1833,97,2,10719,0.059219592050658,0.019769208032837902,, +24,1833,99,2,20719,0.032547750203697066,,, +38,1833,107,2,50619,,0.12196843737400095,, +39,1833,108,2,50619,,0.18901820211959647,, +42,1833,109,2,120619,,0.04224187501956303,, +25,1833,111,2,200619,0.007835238343203812,,,0.03741973012633554 +9,1833,141,3,50619,0.03444150435525346,0.029443772008851395,, +43,1833,143,3,120619,,0.13399417247439607,, +48,1833,147,3,200619,,0.02635141788168529,, +70,1833,151,3,260619,,,0.05547353351532012, +14,1833,154,3,290519,0.5499023480554985,,, +15,1833,157,3,290519,0.5538540795269643,,0.6803600788379741,0.5445912448819173 +73,1833,161,3,290519,,,,0.7033893568821147 +66,1833,164,4,20719,,,0.12334292952877605, +49,1833,180,4,290519,,0.007230686797977149,, +50,1833,181,4,290519,,0.07434470785824264,, +51,1833,182,4,290519,,0.13710535517555625,, +67,1833,194,5,20719,,,0.023707087858049057, +18,1833,200,5,120619,0.07634879306406951,,, +44,1833,201,5,120619,,0.052265946669046416,, +71,1833,207,5,260619,,,0.10525022214413984, +16,1833,211,5,290519,0.10565280481151926,,, +52,1833,215,5,290519,,0.05978715674371642,, +72,1833,229,6,20719,,,,0.031110984226685262 +53,1833,318,7,290519,,0.7329218863712661,, +54,1833,319,7,290519,,0.7732369286936391,, +55,1833,320,7,290519,,0.3464523619320664,, +56,1833,321,7,290519,,0.022846765286439023,, +65,1834,395,4,60319,,,0.08990565028056212, +31,1834,403,4,220319,,0.02723357878400775,, +21,1834,452,6,60319,0.016704714411184818,,, +32,1834,497,7,220319,,0.027784579968319286,0.006168922408192148,0.05549392616062468 +34,1839,573,0,290519,,0.03854195290394247,, +74,1839,625,6,60619,,,,0.08335691777296761 +10,1839,628,6,120619,0.12984941853223392,,, +17,1839,642,6,200619,0.04893118544404382,,, +58,1849,704,1,60319,,,0.017289485873790852, +59,1849,753,2,60319,,,0.061704201606120335, +26,1849,765,2,280219,0.0423259355853753,,, +27,1849,809,3,280219,0.0247105740663024,,, +45,1849,821,4,60319,,0.07846548783983608,, +60,1849,823,4,60319,,,0.11959798379089227, +22,1849,830,4,150319,0.015673469927491215,,, +35,1849,831,4,150319,,0.023143933033762724,0.02507021819800665, +7,1849,836,4,220319,0.038057258477912366,,, +33,1849,841,4,220319,,0.036313464886064434,, +28,1849,842,4,280219,0.010964278997487671,,, +62,1849,846,4,280219,,,0.016323666802397434, +63,1849,890,5,280219,,,0.021513162155093718, +19,1849,893,6,10319,0.04632417819353751,,, +20,1849,899,6,60319,0.011464258141938858,,, +29,1849,907,6,280219,0.2043278061178368,,, +30,1849,908,6,280219,0.17076272069292325,,, +36,1849,911,6,280219,,0.2924051154250816,, +61,1849,927,7,60319,,,0.2818353463442179, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_head_mean_vec_len.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_head_mean_vec_len.tex new file mode 100644 index 000000000..87f955551 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_head_mean_vec_len.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.046327 & 0.042167 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.002175 & 0.027128 & 0.059256 & 0.036535 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.077586 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.027255 & 0.006213 & 0.007238 \\ +0 & 1833 & 31 & 0 & 260619 & 0.113297 & NaN & 0.182694 & 0.096482 \\ +1 & 1833 & 33 & 0 & 260619 & 0.074431 & 0.071169 & 0.053852 & 0.050930 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.007321 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.198357 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.096665 & NaN & 0.035432 & 0.031419 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.133574 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.040200 & 0.053735 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.008256 & 0.025358 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.063578 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.043833 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.016210 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.028974 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.073172 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.037839 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.084360 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.059220 & 0.019769 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.032548 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.121968 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.189018 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.042242 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.007835 & NaN & NaN & 0.037420 \\ +9 & 1833 & 141 & 3 & 50619 & 0.034442 & 0.029444 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.133994 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.026351 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.055474 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.549902 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.553854 & NaN & 0.680360 & 0.544591 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.703389 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.123343 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.007231 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.074345 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.137105 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.023707 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.076349 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.052266 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.105250 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.105653 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.059787 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.031111 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.732922 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.773237 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.346452 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.022847 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.089906 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.027234 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.016705 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.027785 & 0.006169 & 0.055494 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.038542 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.083357 \\ +10 & 1839 & 628 & 6 & 120619 & 0.129849 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.048931 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.017289 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.061704 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.042326 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.024711 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.078465 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.119598 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.015673 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.023144 & 0.025070 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.038057 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.036313 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.010964 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.016324 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.021513 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.046324 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.011464 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.204328 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.170763 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.292405 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.281835 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_in_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_in_field_mean_rate.csv new file mode 100644 index 000000000..c7c6f8494 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_in_field_mean_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,50.6629408418932,38.852725758574756,, +23,1833,11,0,20719,60.81129187247172,44.50496773123048,48.20563017753157,43.45781010650993 +40,1833,22,0,120619,,6.523042098934349,, +47,1833,25,0,200619,,29.85722358051653,41.77714738038414,37.63392642056447 +0,1833,31,0,260619,7.295770812835437,,6.771631524683893,6.34142036252838 +1,1833,33,0,260619,49.18418378651757,40.809188946692146,51.58303096892843,37.59343049324363 +68,1833,37,0,260619,,,4.675111182075448, +11,1833,38,0,290519,2.097833382991995,,, +12,1833,39,0,290519,19.100909342804233,,32.36193727223266,27.926067699102454 +64,1833,43,0,290519,,,4.301095556221751, +2,1833,44,1,260619,39.40620924726553,31.27620400436221,, +46,1833,52,1,20719,,24.81986324507364,30.605154128128124, +8,1833,64,1,50619,31.48857321031677,,, +37,1833,65,1,50619,,45.47602946032653,, +75,1833,71,1,60619,,,,39.34426237501904 +41,1833,73,1,120619,,36.526792137297356,, +3,1833,77,1,260619,36.12687687535597,,, +69,1833,81,1,260619,,,33.663717644753696, +13,1833,88,1,290519,15.036069066063282,,, +6,1833,97,2,10719,42.9553400699979,43.16483505257585,, +24,1833,99,2,20719,34.97216371274046,,, +38,1833,107,2,50619,,0.2567047125086433,, +39,1833,108,2,50619,,10.412500250512414,, +42,1833,109,2,120619,,40.577596350915925,, +25,1833,111,2,200619,13.372519622533453,,,18.961531352248976 +9,1833,141,3,50619,48.05922065786085,47.85653819697661,, +43,1833,143,3,120619,,5.224152087889268,, +48,1833,147,3,200619,,22.9135242928644,, +70,1833,151,3,260619,,,29.762736860589534, +14,1833,154,3,290519,3.6030021122833262,,, +15,1833,157,3,290519,5.4276111997949625,,2.336441378846962,4.272387966836998 +73,1833,161,3,290519,,,,1.1316322552971705 +66,1833,164,4,20719,,,7.350352037699671, +49,1833,180,4,290519,,26.57535608909399,, +50,1833,181,4,290519,,36.236048497890884,, +51,1833,182,4,290519,,1.0889701804091156,, +67,1833,194,5,20719,,,38.15075420355656, +18,1833,200,5,120619,11.553958952589145,,, +44,1833,201,5,120619,,14.059841487545723,, +71,1833,207,5,260619,,,24.65965386252227, +16,1833,211,5,290519,19.41796953826548,,, +52,1833,215,5,290519,,14.118581144066267,, +72,1833,229,6,20719,,,,1.6322241858575213 +53,1833,318,7,290519,,4.7563962561302535,, +54,1833,319,7,290519,,2.298706412344687,, +55,1833,320,7,290519,,2.5870359885124,, +56,1833,321,7,290519,,30.451851274546037,, +65,1834,395,4,60319,,,21.53158128414837, +31,1834,403,4,220319,,28.147807704166574,, +21,1834,452,6,60319,55.899380359635934,,, +32,1834,497,7,220319,,28.652136189211745,31.036717531590728,42.770115258754025 +34,1839,573,0,290519,,29.22604560539709,, +74,1839,625,6,60619,,,,4.869820496147822 +10,1839,628,6,120619,9.269254978890078,,, +17,1839,642,6,200619,13.595233923164587,,, +58,1849,704,1,60319,,,6.452683955328275, +59,1849,753,2,60319,,,31.640628553959733, +26,1849,765,2,280219,40.42562979749809,,, +27,1849,809,3,280219,34.99253557553877,,, +45,1849,821,4,60319,,2.388452774521882,, +60,1849,823,4,60319,,,10.1241621199666, +22,1849,830,4,150319,20.101873627503792,,, +35,1849,831,4,150319,,31.02909644146642,42.25733665978342, +7,1849,836,4,220319,43.29087937695309,,, +33,1849,841,4,220319,,38.691540191220206,, +28,1849,842,4,280219,12.916993682781026,,, +62,1849,846,4,280219,,,19.095471320849754, +63,1849,890,5,280219,,,25.27024376672314, +19,1849,893,6,10319,23.224661533660196,,, +20,1849,899,6,60319,22.886795026867556,,, +29,1849,907,6,280219,15.766334710688911,,, +30,1849,908,6,280219,21.80333207791155,,, +36,1849,911,6,280219,,11.790142277555695,, +61,1849,927,7,60319,,,0.924143896033692, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_in_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_in_field_mean_rate.tex new file mode 100644 index 000000000..48ec4ef8e --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_in_field_mean_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 50.662941 & 38.852726 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 60.811292 & 44.504968 & 48.205630 & 43.457810 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 6.523042 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 29.857224 & 41.777147 & 37.633926 \\ +0 & 1833 & 31 & 0 & 260619 & 7.295771 & NaN & 6.771632 & 6.341420 \\ +1 & 1833 & 33 & 0 & 260619 & 49.184184 & 40.809189 & 51.583031 & 37.593430 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 4.675111 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 2.097833 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 19.100909 & NaN & 32.361937 & 27.926068 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 4.301096 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 39.406209 & 31.276204 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 24.819863 & 30.605154 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 31.488573 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 45.476029 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 39.344262 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 36.526792 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 36.126877 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 33.663718 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 15.036069 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 42.955340 & 43.164835 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 34.972164 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.256705 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 10.412500 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 40.577596 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 13.372520 & NaN & NaN & 18.961531 \\ +9 & 1833 & 141 & 3 & 50619 & 48.059221 & 47.856538 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 5.224152 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 22.913524 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 29.762737 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 3.603002 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 5.427611 & NaN & 2.336441 & 4.272388 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 1.131632 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 7.350352 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 26.575356 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 36.236048 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 1.088970 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 38.150754 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 11.553959 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 14.059841 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 24.659654 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 19.417970 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 14.118581 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 1.632224 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 4.756396 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 2.298706 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 2.587036 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 30.451851 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 21.531581 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 28.147808 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 55.899380 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 28.652136 & 31.036718 & 42.770115 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 29.226046 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 4.869820 \\ +10 & 1839 & 628 & 6 & 120619 & 9.269255 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 13.595234 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 6.452684 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 31.640629 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 40.425630 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 34.992536 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 2.388453 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 10.124162 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 20.101874 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 31.029096 & 42.257337 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 43.290879 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 38.691540 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 12.916994 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 19.095471 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 25.270244 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 23.224662 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 22.886795 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 15.766335 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 21.803332 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 11.790142 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.924144 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_rate.csv new file mode 100644 index 000000000..2a0dbd9db --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,1.258607966136873,0.6704938154304555,, +23,1833,11,0,20719,0.7459805662885826,0.438977120096254,1.2678153767696458,0.5907820974382424 +40,1833,22,0,120619,,0.9595627318060952,, +47,1833,25,0,200619,,0.4773929973271113,0.562068625056752,0.4235267169565794 +0,1833,31,0,260619,1.0255534860806732,,0.7969438997260228,0.6860394700343744 +1,1833,33,0,260619,1.2123094381006891,0.8298466334254632,0.9843198757904146,0.6314019180677253 +68,1833,37,0,260619,,,0.4662279184031918, +11,1833,38,0,290519,0.3727922789221776,,, +12,1833,39,0,290519,2.3224375834805944,,0.4425155090567148,0.658148640201428 +64,1833,43,0,290519,,,0.4017596500779092, +2,1833,44,1,260619,0.6239798798573579,0.6588013631876267,, +46,1833,52,1,20719,,0.1033121273413607,0.4768291004062554, +8,1833,64,1,50619,1.8284351412593638,,, +37,1833,65,1,50619,,0.5141572551054416,, +75,1833,71,1,60619,,,,0.4050088163267335 +41,1833,73,1,120619,,0.8084787812852784,, +3,1833,77,1,260619,0.7638232488673203,,, +69,1833,81,1,260619,,,0.5020496838531054, +13,1833,88,1,290519,0.702063001673713,,, +6,1833,97,2,10719,0.9575645627837556,0.7051009524799399,, +24,1833,99,2,20719,0.4488760407055909,,, +38,1833,107,2,50619,,0.05009081867871048,, +39,1833,108,2,50619,,3.182285248271317,, +42,1833,109,2,120619,,0.4558304250822645,, +25,1833,111,2,200619,0.3512054097401226,,,0.2264422846025592 +9,1833,141,3,50619,1.0263553947378348,0.4027061577374281,, +43,1833,143,3,120619,,1.2525495560319022,, +48,1833,147,3,200619,,0.3516402229441682,, +70,1833,151,3,260619,,,0.6748387337962298, +14,1833,154,3,290519,0.43883988985652,,, +15,1833,157,3,290519,1.5143862520398783,,0.7969553795554308,0.9876373332291072 +73,1833,161,3,290519,,,,0.3415496085452644 +66,1833,164,4,20719,,,0.9221648614368092, +49,1833,180,4,290519,,0.6330206978285762,, +50,1833,181,4,290519,,0.3640240327798672,, +51,1833,182,4,290519,,0.04078036051673187,, +67,1833,194,5,20719,,,0.5775145691410364, +18,1833,200,5,120619,0.16965063496915878,,, +44,1833,201,5,120619,,0.13774697513255196,, +71,1833,207,5,260619,,,0.6240624180939693, +16,1833,211,5,290519,1.3450115413068504,,, +52,1833,215,5,290519,,1.6342590356693691,, +72,1833,229,6,20719,,,,0.2324986446379593 +53,1833,318,7,290519,,1.0589970554348127,, +54,1833,319,7,290519,,0.4532502228046442,, +55,1833,320,7,290519,,0.2251158408437318,, +56,1833,321,7,290519,,0.5171786673086203,, +65,1834,395,4,60319,,,0.3343991556907595, +31,1834,403,4,220319,,0.30945728489069146,, +21,1834,452,6,60319,0.4767942667504202,,, +32,1834,497,7,220319,,0.4598126994457488,0.2699286383648122,0.28747296974735104 +34,1839,573,0,290519,,0.3148718608007083,, +74,1839,625,6,60619,,,,0.16003594427488946 +10,1839,628,6,120619,0.5983896767806267,,, +17,1839,642,6,200619,0.16756905551496726,,, +58,1849,704,1,60319,,,0.19252449252717585, +59,1849,753,2,60319,,,0.3883846083869391, +26,1849,765,2,280219,0.6876690490928214,,, +27,1849,809,3,280219,0.3340609167155925,,, +45,1849,821,4,60319,,0.08369998359195939,, +60,1849,823,4,60319,,,1.4422506465122125, +22,1849,830,4,150319,0.190048368170416,,, +35,1849,831,4,150319,,0.32685671795686816,0.6006025740572118, +7,1849,836,4,220319,0.3990308460146488,,, +33,1849,841,4,220319,,0.298740366619524,, +28,1849,842,4,280219,0.2358480662586432,,, +62,1849,846,4,280219,,,0.5185150846779495, +63,1849,890,5,280219,,,1.995130327063672, +19,1849,893,6,10319,0.7076568326520996,,, +20,1849,899,6,60319,0.37073193858915066,,, +29,1849,907,6,280219,1.3715560350097509,,, +30,1849,908,6,280219,2.2070706683017467,,, +36,1849,911,6,280219,,2.3541883590985697,, +61,1849,927,7,60319,,,0.08975320112230065, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_rate.tex new file mode 100644 index 000000000..18425bafc --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 1.258608 & 0.670494 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.745981 & 0.438977 & 1.267815 & 0.590782 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.959563 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.477393 & 0.562069 & 0.423527 \\ +0 & 1833 & 31 & 0 & 260619 & 1.025553 & NaN & 0.796944 & 0.686039 \\ +1 & 1833 & 33 & 0 & 260619 & 1.212309 & 0.829847 & 0.984320 & 0.631402 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.466228 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.372792 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 2.322438 & NaN & 0.442516 & 0.658149 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.401760 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.623980 & 0.658801 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.103312 & 0.476829 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 1.828435 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.514157 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.405009 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.808479 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.763823 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.502050 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.702063 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.957565 & 0.705101 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.448876 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.050091 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 3.182285 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.455830 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.351205 & NaN & NaN & 0.226442 \\ +9 & 1833 & 141 & 3 & 50619 & 1.026355 & 0.402706 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 1.252550 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.351640 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.674839 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.438840 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 1.514386 & NaN & 0.796955 & 0.987637 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.341550 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.922165 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.633021 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.364024 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.040780 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.577515 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.169651 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.137747 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.624062 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 1.345012 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 1.634259 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.232499 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 1.058997 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.453250 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.225116 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.517179 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.334399 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.309457 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.476794 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.459813 & 0.269929 & 0.287473 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.314872 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.160036 \\ +10 & 1839 & 628 & 6 & 120619 & 0.598390 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.167569 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.192524 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.388385 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.687669 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.334061 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.083700 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 1.442251 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.190048 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.326857 & 0.600603 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.399031 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.298740 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.235848 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.518515 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 1.995130 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.707657 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.370732 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 1.371556 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 2.207071 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 2.354188 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.089753 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_specificity.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_specificity.csv new file mode 100644 index 000000000..3753355a6 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_specificity.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.03209146552365448,0.021630794563691758,, +23,1833,11,0,20719,0.014122549062042375,0.011635829387393269,0.032625621548255615,0.016248374270903275 +40,1833,22,0,120619,,0.20061721001921531,, +47,1833,25,0,200619,,0.019401035898941887,0.015476726164214687,0.013524087647499796 +0,1833,31,0,260619,0.3937611150570793,,0.234821096290255,0.19017787522077173 +1,1833,33,0,260619,0.032560962080489815,0.025032326133759133,0.024541816916286003,0.02156729540572045 +68,1833,37,0,260619,,,0.18821789369254652, +11,1833,38,0,290519,0.7181570380671687,,, +12,1833,39,0,290519,0.17388729098676986,,0.01639714232603049,0.03100695479937457 +64,1833,43,0,290519,,,0.1415919068606998, +2,1833,44,1,260619,0.020480318303194002,0.02581083746811052,, +46,1833,52,1,20719,,0.004608260889661487,0.019133936905980392, +8,1833,64,1,50619,0.08252483347256134,,, +37,1833,65,1,50619,,0.013508210959426177,, +75,1833,71,1,60619,,,,0.012375785485629495 +41,1833,73,1,120619,,0.027821301462314197,, +3,1833,77,1,260619,0.02563294228970243,,, +69,1833,81,1,260619,,,0.019022579921134403, +13,1833,88,1,290519,0.061939737939290224,,, +6,1833,97,2,10719,0.02651913384157128,0.0198496388340325,, +24,1833,99,2,20719,0.015433759481186946,,, +38,1833,107,2,50619,,0.3949686017094887,, +39,1833,108,2,50619,,0.5801330138677299,, +42,1833,109,2,120619,,0.012904029923921256,, +25,1833,111,2,200619,0.034191069820248075,,,0.013859553800166263 +9,1833,141,3,50619,0.02584371706939985,0.009681787878022487,, +43,1833,143,3,120619,,0.5698597973806644,, +48,1833,147,3,200619,,0.018222548904051568,, +70,1833,151,3,260619,,,0.031052611529639864, +14,1833,154,3,290519,0.30275606457906395,,, +15,1833,157,3,290519,0.8207154689533164,,0.7504574485987704,0.449203911237043 +73,1833,161,3,290519,,,,0.7292145762298531 +66,1833,164,4,20719,,,0.19465120794666727, +49,1833,180,4,290519,,0.028871655689713893,, +50,1833,181,4,290519,,0.011233831385813759,, +51,1833,182,4,290519,,0.057817604111675726,, +67,1833,194,5,20719,,,0.01780664452722331, +18,1833,200,5,120619,0.01805289968935784,,, +44,1833,201,5,120619,,0.011308139500617508,, +71,1833,207,5,260619,,,0.03604911117821366, +16,1833,211,5,290519,0.10368224912665472,,, +52,1833,215,5,290519,,0.18173007832785865,, +72,1833,229,6,20719,,,,0.26223867457670125 +53,1833,318,7,290519,,0.6504559423461802,, +54,1833,319,7,290519,,0.6157567684364594,, +55,1833,320,7,290519,,0.19265002250715388,, +56,1833,321,7,290519,,0.01988681692642487,, +65,1834,395,4,60319,,,0.017974896707782198, +31,1834,403,4,220319,,0.013168668977985585,, +21,1834,452,6,60319,0.009270087504324946,,, +32,1834,497,7,220319,,0.017782249368160277,0.009431458540350992,0.007413529789704705 +34,1839,573,0,290519,,0.01292136699881572,, +74,1839,625,6,60619,,,,0.04578848451102634 +10,1839,628,6,120619,0.08758385166296671,,, +17,1839,642,6,200619,0.01565384627057545,,, +58,1849,704,1,60319,,,0.03344723366279697, +59,1849,753,2,60319,,,0.014713825954623509, +26,1849,765,2,280219,0.020110339241599703,,, +27,1849,809,3,280219,0.010999780317073138,,, +45,1849,821,4,60319,,0.05107267250542182,, +60,1849,823,4,60319,,,0.17561474758175308, +22,1849,830,4,150319,0.010739351744633656,,, +35,1849,831,4,150319,,0.011686164190502404,0.01630777223235855, +7,1849,836,4,220319,0.010865592836068822,,, +33,1849,841,4,220319,,0.008658314878584894,, +28,1849,842,4,280219,0.022660225887654258,,, +62,1849,846,4,280219,,,0.037159919978611816, +63,1849,890,5,280219,,,0.1042296296929002, +19,1849,893,6,10319,0.035708059916505386,,, +20,1849,899,6,60319,0.01914354084521693,,, +29,1849,907,6,280219,0.13867380460746553,,, +30,1849,908,6,280219,0.15535591223187467,,, +36,1849,911,6,280219,,0.3054444448330636,, +61,1849,927,7,60319,,,0.17126313640590735, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_specificity.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_specificity.tex new file mode 100644 index 000000000..16152d016 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_information_specificity.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.032091 & 0.021631 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.014123 & 0.011636 & 0.032626 & 0.016248 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.200617 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.019401 & 0.015477 & 0.013524 \\ +0 & 1833 & 31 & 0 & 260619 & 0.393761 & NaN & 0.234821 & 0.190178 \\ +1 & 1833 & 33 & 0 & 260619 & 0.032561 & 0.025032 & 0.024542 & 0.021567 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.188218 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.718157 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.173887 & NaN & 0.016397 & 0.031007 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.141592 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.020480 & 0.025811 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.004608 & 0.019134 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.082525 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.013508 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.012376 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.027821 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.025633 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.019023 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.061940 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.026519 & 0.019850 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.015434 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.394969 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.580133 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.012904 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.034191 & NaN & NaN & 0.013860 \\ +9 & 1833 & 141 & 3 & 50619 & 0.025844 & 0.009682 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.569860 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.018223 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.031053 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.302756 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.820715 & NaN & 0.750457 & 0.449204 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.729215 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.194651 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.028872 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.011234 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.057818 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.017807 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.018053 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.011308 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.036049 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.103682 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.181730 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.262239 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.650456 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.615757 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.192650 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.019887 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.017975 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.013169 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.009270 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.017782 & 0.009431 & 0.007414 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.012921 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.045788 \\ +10 & 1839 & 628 & 6 & 120619 & 0.087584 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.015654 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.033447 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.014714 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.020110 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.011000 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.051073 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.175615 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.010739 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.011686 & 0.016308 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.010866 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.008658 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.022660 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.037160 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.104230 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.035708 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.019144 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.138674 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.155356 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.305444 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.171263 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_interspike_interval_cv.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_interspike_interval_cv.csv new file mode 100644 index 000000000..8bd3e558b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_interspike_interval_cv.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,1.6711438776708718,1.3899319447750254,, +23,1833,11,0,20719,1.6154188226319892,1.3861460444220473,1.720281057347275,1.248594278517921 +40,1833,22,0,120619,,2.2439369979210486,, +47,1833,25,0,200619,,1.9329054101648389,1.428780385323236,1.1978248698959282 +0,1833,31,0,260619,2.709249689511372,,2.6975856997199155,2.572782251484499 +1,1833,33,0,260619,1.6857143180052403,1.390004565258272,1.6206936116999966,1.2663216678427422 +68,1833,37,0,260619,,,3.8392481707181965, +11,1833,38,0,290519,3.6580193093604056,,, +12,1833,39,0,290519,8.885398533531944,,1.3079041695179576,1.5396591130339718 +64,1833,43,0,290519,,,2.9106218050127888, +2,1833,44,1,260619,1.3942149785827709,1.5729420319445941,, +46,1833,52,1,20719,,1.163629441422747,1.3476292112476962, +8,1833,64,1,50619,6.772008037417677,,, +37,1833,65,1,50619,,1.3382367635760748,, +75,1833,71,1,60619,,,,1.238031548902915 +41,1833,73,1,120619,,2.0520725191393923,, +3,1833,77,1,260619,1.4338163534747472,,, +69,1833,81,1,260619,,,2.2655133031965944, +13,1833,88,1,290519,2.417745497610626,,, +6,1833,97,2,10719,1.3979776706118034,1.2691245061995335,, +24,1833,99,2,20719,1.3146730516237641,,, +38,1833,107,2,50619,,1.325040565598707,, +39,1833,108,2,50619,,4.4698506467369965,, +42,1833,109,2,120619,,1.5231087033339212,, +25,1833,111,2,200619,2.3545731706403017,,,1.2977648929299397 +9,1833,141,3,50619,1.5292954013208713,1.3974433346986699,, +43,1833,143,3,120619,,3.552486216164319,, +48,1833,147,3,200619,,2.355088405386022,, +70,1833,151,3,260619,,,1.783325874144302, +14,1833,154,3,290519,3.167089921570025,,, +15,1833,157,3,290519,5.030193727010123,,3.9965322906026586,4.463861939096635 +73,1833,161,3,290519,,,,3.189100183005197 +66,1833,164,4,20719,,,3.7703449610535187, +49,1833,180,4,290519,,1.3535648444776462,, +50,1833,181,4,290519,,1.186880136828,, +51,1833,182,4,290519,,1.2050838734773883,, +67,1833,194,5,20719,,,1.396714175848306, +18,1833,200,5,120619,1.4753034452098637,,, +44,1833,201,5,120619,,1.333781929914187,, +71,1833,207,5,260619,,,1.3783466867257652, +16,1833,211,5,290519,2.9260481095802797,,, +52,1833,215,5,290519,,2.8711885683909526,, +72,1833,229,6,20719,,,,3.0104233094963067 +53,1833,318,7,290519,,3.8727704230623714,, +54,1833,319,7,290519,,2.8056784758213222,, +55,1833,320,7,290519,,1.6265413317782125,, +56,1833,321,7,290519,,1.4105834497560044,, +65,1834,395,4,60319,,,1.1396490587327597, +31,1834,403,4,220319,,1.3103442474372442,, +21,1834,452,6,60319,0.9762830025348876,,, +32,1834,497,7,220319,,1.3929972626298943,1.2094764062593402,1.0282382814582296 +34,1839,573,0,290519,,1.5503787531953532,, +74,1839,625,6,60619,,,,2.018458810003511 +10,1839,628,6,120619,2.2781167275210983,,, +17,1839,642,6,200619,1.3161397351038593,,, +58,1849,704,1,60319,,,1.21036023299165, +59,1849,753,2,60319,,,1.4067978866368271, +26,1849,765,2,280219,1.1247951093938602,,, +27,1849,809,3,280219,1.1913448077522435,,, +45,1849,821,4,60319,,1.4713678236297447,, +60,1849,823,4,60319,,,2.9263098359150668, +22,1849,830,4,150319,1.3452523249365134,,, +35,1849,831,4,150319,,1.2035126999852548,1.7127468223298097, +7,1849,836,4,220319,1.5711941060237542,,, +33,1849,841,4,220319,,1.1167015171787644,, +28,1849,842,4,280219,1.3979325503376612,,, +62,1849,846,4,280219,,,1.3716991791572617, +63,1849,890,5,280219,,,1.6320097665248807, +19,1849,893,6,10319,1.4703193973763022,,, +20,1849,899,6,60319,1.5064363648260797,,, +29,1849,907,6,280219,1.6686556640674026,,, +30,1849,908,6,280219,1.6163079381902854,,, +36,1849,911,6,280219,,2.0704729349192874,, +61,1849,927,7,60319,,,1.4110957189016506, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_interspike_interval_cv.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_interspike_interval_cv.tex new file mode 100644 index 000000000..0d25a0009 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_interspike_interval_cv.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 1.671144 & 1.389932 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 1.615419 & 1.386146 & 1.720281 & 1.248594 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 2.243937 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 1.932905 & 1.428780 & 1.197825 \\ +0 & 1833 & 31 & 0 & 260619 & 2.709250 & NaN & 2.697586 & 2.572782 \\ +1 & 1833 & 33 & 0 & 260619 & 1.685714 & 1.390005 & 1.620694 & 1.266322 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 3.839248 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 3.658019 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 8.885399 & NaN & 1.307904 & 1.539659 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 2.910622 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 1.394215 & 1.572942 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 1.163629 & 1.347629 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 6.772008 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 1.338237 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 1.238032 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 2.052073 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 1.433816 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 2.265513 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 2.417745 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 1.397978 & 1.269125 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 1.314673 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 1.325041 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 4.469851 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 1.523109 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 2.354573 & NaN & NaN & 1.297765 \\ +9 & 1833 & 141 & 3 & 50619 & 1.529295 & 1.397443 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 3.552486 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 2.355088 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 1.783326 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 3.167090 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 5.030194 & NaN & 3.996532 & 4.463862 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 3.189100 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 3.770345 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 1.353565 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 1.186880 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 1.205084 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 1.396714 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 1.475303 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 1.333782 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 1.378347 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 2.926048 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 2.871189 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 3.010423 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 3.872770 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 2.805678 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 1.626541 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 1.410583 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 1.139649 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 1.310344 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.976283 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 1.392997 & 1.209476 & 1.028238 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 1.550379 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 2.018459 \\ +10 & 1839 & 628 & 6 & 120619 & 2.278117 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 1.316140 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 1.210360 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 1.406798 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 1.124795 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 1.191345 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 1.471368 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 2.926310 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 1.345252 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 1.203513 & 1.712747 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 1.571194 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 1.116702 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 1.397933 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 1.371699 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 1.632010 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 1.470319 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 1.506436 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 1.668656 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 1.616308 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 2.070473 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 1.411096 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_field_mean_rate.csv new file mode 100644 index 000000000..fb81f47c4 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_field_mean_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,,39.777404732699324,, +23,1833,11,0,20719,59.33034462397978,,53.20641361603978,49.05929552134041 +40,1833,22,0,120619,,,, +47,1833,25,0,200619,,23.54147150696751,, +0,1833,31,0,260619,5.084308495134628,,6.073629507558057,5.5361338567085525 +1,1833,33,0,260619,41.442316526937674,,43.835034400380145, +68,1833,37,0,260619,,,3.663899318701799, +11,1833,38,0,290519,,,, +12,1833,39,0,290519,,,, +64,1833,43,0,290519,,,, +2,1833,44,1,260619,,27.06169380291746,, +46,1833,52,1,20719,,,30.488912103682214, +8,1833,64,1,50619,21.545203186569687,,, +37,1833,65,1,50619,,,, +75,1833,71,1,60619,,,, +41,1833,73,1,120619,,34.28652063560186,, +3,1833,77,1,260619,,,, +69,1833,81,1,260619,,,31.124705349148606, +13,1833,88,1,290519,,,, +6,1833,97,2,10719,,,, +24,1833,99,2,20719,,,, +38,1833,107,2,50619,,,, +39,1833,108,2,50619,,3.1882935571196542,, +42,1833,109,2,120619,,45.280277288592856,, +25,1833,111,2,200619,,,,18.82892485129281 +9,1833,141,3,50619,,,, +43,1833,143,3,120619,,5.775021814222794,, +48,1833,147,3,200619,,21.2427695480218,, +70,1833,151,3,260619,,,, +14,1833,154,3,290519,,,, +15,1833,157,3,290519,,,,4.508529421014355 +73,1833,161,3,290519,,,, +66,1833,164,4,20719,,,4.284273554670544, +49,1833,180,4,290519,,,, +50,1833,181,4,290519,,37.426312156821545,, +51,1833,182,4,290519,,,, +67,1833,194,5,20719,,,, +18,1833,200,5,120619,,,, +44,1833,201,5,120619,,,, +71,1833,207,5,260619,,,20.592274484467488, +16,1833,211,5,290519,,,, +52,1833,215,5,290519,,12.790564716431165,, +72,1833,229,6,20719,,,, +53,1833,318,7,290519,,,, +54,1833,319,7,290519,,,, +55,1833,320,7,290519,,,, +56,1833,321,7,290519,,,, +65,1834,395,4,60319,,,, +31,1834,403,4,220319,,,, +21,1834,452,6,60319,,,, +32,1834,497,7,220319,,,, +34,1839,573,0,290519,,31.70989898936729,, +74,1839,625,6,60619,,,, +10,1839,628,6,120619,11.525663107468848,,, +17,1839,642,6,200619,,,, +58,1849,704,1,60319,,,, +59,1849,753,2,60319,,,, +26,1849,765,2,280219,,,, +27,1849,809,3,280219,,,, +45,1849,821,4,60319,,,, +60,1849,823,4,60319,,,8.843462219268824, +22,1849,830,4,150319,,,, +35,1849,831,4,150319,,30.798624379399048,38.95651479971707, +7,1849,836,4,220319,46.030814373160496,,, +33,1849,841,4,220319,,,, +28,1849,842,4,280219,,,, +62,1849,846,4,280219,,,17.560809052974992, +63,1849,890,5,280219,,,, +19,1849,893,6,10319,,,, +20,1849,899,6,60319,,,, +29,1849,907,6,280219,,,, +30,1849,908,6,280219,,,, +36,1849,911,6,280219,,,, +61,1849,927,7,60319,,,, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_field_mean_rate.tex new file mode 100644 index 000000000..9e935324d --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_field_mean_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & NaN & 39.777405 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 59.330345 & NaN & 53.206414 & 49.059296 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & NaN & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 23.541472 & NaN & NaN \\ +0 & 1833 & 31 & 0 & 260619 & 5.084308 & NaN & 6.073630 & 5.536134 \\ +1 & 1833 & 33 & 0 & 260619 & 41.442317 & NaN & 43.835034 & NaN \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 3.663899 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & NaN & NaN \\ +2 & 1833 & 44 & 1 & 260619 & NaN & 27.061694 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & NaN & 30.488912 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 21.545203 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & NaN & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & NaN \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 34.286521 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & NaN & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 31.124705 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & NaN & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & NaN & NaN & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & NaN & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & NaN & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 3.188294 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 45.280277 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & NaN & NaN & NaN & 18.828925 \\ +9 & 1833 & 141 & 3 & 50619 & NaN & NaN & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 5.775022 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 21.242770 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & NaN & NaN \\ +14 & 1833 & 154 & 3 & 290519 & NaN & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & NaN & NaN & NaN & 4.508529 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & NaN \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 4.284274 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 37.426312 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & NaN & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & NaN & NaN \\ +18 & 1833 & 200 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & NaN & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 20.592274 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & NaN & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 12.790565 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & NaN \\ +53 & 1833 & 318 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & NaN & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & NaN & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & NaN & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & NaN & NaN & NaN \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 31.709899 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & NaN \\ +10 & 1839 & 628 & 6 & 120619 & 11.525663 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & NaN & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & NaN & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & NaN & NaN \\ +26 & 1849 & 765 & 2 & 280219 & NaN & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & NaN & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & NaN & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 8.843462 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & NaN & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 30.798624 & 38.956515 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 46.030814 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & NaN & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & NaN & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 17.560809 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & NaN & NaN \\ +19 & 1849 & 893 & 6 & 10319 & NaN & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & NaN & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & NaN & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_rate.csv new file mode 100644 index 000000000..9825ecee7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,71.163509144158,65.7846225634747,, +23,1833,11,0,20719,84.70234946595737,60.74857561658474,76.02308244619394,66.76402382966064 +40,1833,22,0,120619,,36.54022703838065,, +47,1833,25,0,200619,,50.249076492891284,63.4946750546291,59.480991441699295 +0,1833,31,0,260619,24.552773904187003,,22.004182475764278,20.271492737124206 +1,1833,33,0,260619,79.5441639265962,60.20492618606619,97.38670962732006,51.970194217831384 +68,1833,37,0,260619,,,16.444076905102804, +11,1833,38,0,290519,6.076065367566582,,, +12,1833,39,0,290519,34.82881433902381,,45.68814333518018,47.303720659755925 +64,1833,43,0,290519,,,16.61045332595794, +2,1833,44,1,260619,67.8308292308415,49.310415159001465,, +46,1833,52,1,20719,,37.045776916731526,49.34149284735197, +8,1833,64,1,50619,67.3680308541292,,, +37,1833,65,1,50619,,68.43223312477869,, +75,1833,71,1,60619,,,,69.43442940268535 +41,1833,73,1,120619,,107.62818490678612,, +3,1833,77,1,260619,51.02481369741851,,, +69,1833,81,1,260619,,,73.16721716148945, +13,1833,88,1,290519,24.815209475000447,,, +6,1833,97,2,10719,58.04531350009447,62.84394518641275,, +24,1833,99,2,20719,59.71124242871794,,, +38,1833,107,2,50619,,1.6587990937947723,, +39,1833,108,2,50619,,34.61688631068827,, +42,1833,109,2,120619,,93.77997152001332,, +25,1833,111,2,200619,24.684778512649732,,,26.58372290268289 +9,1833,141,3,50619,67.1967024096694,63.294068048845965,, +43,1833,143,3,120619,,27.177360141556893,, +48,1833,147,3,200619,,37.242733178302814,, +70,1833,151,3,260619,,,50.85251678583955, +14,1833,154,3,290519,8.266599835518603,,, +15,1833,157,3,290519,25.48862378727979,,10.055448173463489,14.889007598214588 +73,1833,161,3,290519,,,,4.358394623018399 +66,1833,164,4,20719,,,24.51770511941835, +49,1833,180,4,290519,,41.635227328584,, +50,1833,181,4,290519,,50.0355534596021,, +51,1833,182,4,290519,,2.9999027702454435,, +67,1833,194,5,20719,,,52.883744234216394, +18,1833,200,5,120619,20.76066674992265,,, +44,1833,201,5,120619,,22.529130878512593,, +71,1833,207,5,260619,,,72.97604568858465, +16,1833,211,5,290519,41.59110210769923,,, +52,1833,215,5,290519,,39.694430538797,, +72,1833,229,6,20719,,,,7.131321337473713 +53,1833,318,7,290519,,23.09264866451324,, +54,1833,319,7,290519,,10.66294239428769,, +55,1833,320,7,290519,,9.458435386036511,, +56,1833,321,7,290519,,43.121399491566095,, +65,1834,395,4,60319,,,85.26509984666419, +31,1834,403,4,220319,,86.20653622493064,, +21,1834,452,6,60319,80.51340299769119,,, +32,1834,497,7,220319,,43.78587210228167,42.29534555948511,72.69101822851646 +34,1839,573,0,290519,,41.720419833191634,, +74,1839,625,6,60619,,,,8.317064695980019 +10,1839,628,6,120619,32.14596261100608,,, +17,1839,642,6,200619,22.202936064041094,,, +58,1849,704,1,60319,,,19.04975941599829, +59,1849,753,2,60319,,,47.98604731513106, +26,1849,765,2,280219,55.172518147561576,,, +27,1849,809,3,280219,50.24354358479279,,, +45,1849,821,4,60319,,13.091187398452387,, +60,1849,823,4,60319,,,41.820612018412035, +22,1849,830,4,150319,31.49601534669927,,, +35,1849,831,4,150319,,44.29997955901312,60.550181921415245, +7,1849,836,4,220319,67.17294269426732,,, +33,1849,841,4,220319,,54.98751875685749,, +28,1849,842,4,280219,23.815183696949106,,, +62,1849,846,4,280219,,,33.826205683806016, +63,1849,890,5,280219,,,82.79136304307717, +19,1849,893,6,10319,39.30522208611227,,, +20,1849,899,6,60319,33.9246643193391,,, +29,1849,907,6,280219,30.39784199420808,,, +30,1849,908,6,280219,46.20183750792089,,, +36,1849,911,6,280219,,32.89929544641945,, +61,1849,927,7,60319,,,3.714750717531444, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_rate.tex new file mode 100644 index 000000000..ea3756a93 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_max_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 71.163509 & 65.784623 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 84.702349 & 60.748576 & 76.023082 & 66.764024 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 36.540227 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 50.249076 & 63.494675 & 59.480991 \\ +0 & 1833 & 31 & 0 & 260619 & 24.552774 & NaN & 22.004182 & 20.271493 \\ +1 & 1833 & 33 & 0 & 260619 & 79.544164 & 60.204926 & 97.386710 & 51.970194 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 16.444077 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 6.076065 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 34.828814 & NaN & 45.688143 & 47.303721 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 16.610453 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 67.830829 & 49.310415 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 37.045777 & 49.341493 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 67.368031 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 68.432233 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 69.434429 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 107.628185 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 51.024814 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 73.167217 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 24.815209 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 58.045314 & 62.843945 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 59.711242 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 1.658799 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 34.616886 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 93.779972 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 24.684779 & NaN & NaN & 26.583723 \\ +9 & 1833 & 141 & 3 & 50619 & 67.196702 & 63.294068 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 27.177360 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 37.242733 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 50.852517 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 8.266600 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 25.488624 & NaN & 10.055448 & 14.889008 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 4.358395 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 24.517705 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 41.635227 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 50.035553 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 2.999903 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 52.883744 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 20.760667 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 22.529131 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 72.976046 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 41.591102 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 39.694431 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 7.131321 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 23.092649 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 10.662942 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 9.458435 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 43.121399 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 85.265100 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 86.206536 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 80.513403 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 43.785872 & 42.295346 & 72.691018 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 41.720420 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 8.317065 \\ +10 & 1839 & 628 & 6 & 120619 & 32.145963 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 22.202936 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 19.049759 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 47.986047 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 55.172518 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 50.243544 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 13.091187 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 41.820612 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 31.496015 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 44.299980 & 60.550182 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 67.172943 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 54.987519 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 23.815184 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 33.826206 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 82.791363 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 39.305222 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 33.924664 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 30.397842 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 46.201838 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 32.899295 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 3.714751 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_out_field_mean_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_out_field_mean_rate.csv new file mode 100644 index 000000000..f8d509375 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_out_field_mean_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,39.31408026124701,29.06395212191464,, +23,1833,11,0,20719,48.125099646152584,34.48902979968299,37.51328999801486,33.254354401630614 +40,1833,22,0,120619,,3.789767343146474,, +47,1833,25,0,200619,,21.554706211967503,32.168862723682864,29.91960879848402 +0,1833,31,0,260619,1.3544785416511484,,2.1123199965845685,1.9032114621862672 +1,1833,33,0,260619,36.759853237132546,31.284129762455066,39.496647597716354,28.63564851440361 +68,1833,37,0,260619,,,1.604012002636556, +11,1833,38,0,290519,0.2936505487719228,,, +12,1833,39,0,290519,12.63429438123728,,24.878965667269703,20.03803013268176 +64,1833,43,0,290519,,,1.8455087257864753, +2,1833,44,1,260619,30.17469516446157,23.877246529055824,, +46,1833,52,1,20719,,20.930025921093648,24.35596526071848, +8,1833,64,1,50619,21.625790227257614,,, +37,1833,65,1,50619,,35.902284337184476,, +75,1833,71,1,60619,,,,30.72848795980157 +41,1833,73,1,120619,,24.07491917077279,, +3,1833,77,1,260619,28.478444863826226,,, +69,1833,81,1,260619,,,25.9907134759496, +13,1833,88,1,290519,10.877991426874251,,, +6,1833,97,2,10719,34.109418248150355,33.563652395998396,, +24,1833,99,2,20719,26.604197768587884,,, +38,1833,107,2,50619,,0.04829171767713242,, +39,1833,108,2,50619,,1.914631019693812,, +42,1833,109,2,120619,,31.42557691858023,, +25,1833,111,2,200619,9.17536035987852,,,14.633371198380553 +9,1833,141,3,50619,38.87441532354453,39.76283911389379,, +43,1833,143,3,120619,,1.389216110187529,, +48,1833,147,3,200619,,17.271342914330027,, +70,1833,151,3,260619,,,21.00391078866945, +14,1833,154,3,290519,1.5108330493021775,,, +15,1833,157,3,290519,0.6291843304227686,,0.4075233962277172,0.55312885226447 +73,1833,161,3,290519,,,,0.10864385043461514 +66,1833,164,4,20719,,,2.5921761736973354, +49,1833,180,4,290519,,20.544146664956536,, +50,1833,181,4,290519,,30.432114748951516,, +51,1833,182,4,290519,,0.5249966026982622,, +67,1833,194,5,20719,,,32.60569659324539, +18,1833,200,5,120619,8.169358006156928,,, +44,1833,201,5,120619,,11.117122834816733,, +71,1833,207,5,260619,,,18.020721106483496, +16,1833,211,5,290519,11.921050592161592,,, +52,1833,215,5,290519,,6.925373548296942,, +72,1833,229,6,20719,,,,0.4054753853377545 +53,1833,318,7,290519,,0.5768604341717727,, +54,1833,319,7,290519,,0.8239777993465932,, +55,1833,320,7,290519,,1.0383858069780374,, +56,1833,321,7,290519,,25.528332400941895,, +65,1834,395,4,60319,,,17.29546730493099, +31,1834,403,4,220319,,22.29863644465832,, +21,1834,452,6,60319,50.49509821703202,,, +32,1834,497,7,220319,,24.266911097214578,25.586434374553942,36.180369518322564 +34,1839,573,0,290519,,23.537169230922185,, +74,1839,625,6,60619,,,,3.1161193336956274 +10,1839,628,6,120619,5.066552612272017,,, +17,1839,642,6,200619,9.629637113493503,,, +58,1849,704,1,60319,,,5.143078455091756, +59,1849,753,2,60319,,,24.879624622823172, +26,1849,765,2,280219,31.74869793513334,,, +27,1849,809,3,280219,28.60884591313482,,, +45,1849,821,4,60319,,1.2313323203307391,, +60,1849,823,4,60319,,,4.6156492436224195, +22,1849,830,4,150319,16.23620184936457,,, +35,1849,831,4,150319,,25.71566105314263,34.118833376657804, +7,1849,836,4,220319,35.52040453789277,,, +33,1849,841,4,220319,,32.42408830813894,, +28,1849,842,4,280219,9.409168232021344,,, +62,1849,846,4,280219,,,14.096071611588245, +63,1849,890,5,280219,,,18.814437609872307, +19,1849,893,6,10319,17.594094558847534,,, +20,1849,899,6,60319,17.663323990723097,,, +29,1849,907,6,280219,7.682823243716909,,, +30,1849,908,6,280219,11.984346937646446,,, +36,1849,911,6,280219,,7.7253234071317625,, +61,1849,927,7,60319,,,0.3954787272308876, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_out_field_mean_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_out_field_mean_rate.tex new file mode 100644 index 000000000..408023de4 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_out_field_mean_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 39.314080 & 29.063952 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 48.125100 & 34.489030 & 37.513290 & 33.254354 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 3.789767 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 21.554706 & 32.168863 & 29.919609 \\ +0 & 1833 & 31 & 0 & 260619 & 1.354479 & NaN & 2.112320 & 1.903211 \\ +1 & 1833 & 33 & 0 & 260619 & 36.759853 & 31.284130 & 39.496648 & 28.635649 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 1.604012 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.293651 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 12.634294 & NaN & 24.878966 & 20.038030 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 1.845509 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 30.174695 & 23.877247 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 20.930026 & 24.355965 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 21.625790 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 35.902284 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 30.728488 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 24.074919 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 28.478445 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 25.990713 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 10.877991 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 34.109418 & 33.563652 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 26.604198 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.048292 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 1.914631 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 31.425577 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 9.175360 & NaN & NaN & 14.633371 \\ +9 & 1833 & 141 & 3 & 50619 & 38.874415 & 39.762839 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 1.389216 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 17.271343 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 21.003911 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 1.510833 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.629184 & NaN & 0.407523 & 0.553129 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.108644 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 2.592176 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 20.544147 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 30.432115 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.524997 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 32.605697 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 8.169358 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 11.117123 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 18.020721 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 11.921051 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 6.925374 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.405475 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.576860 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.823978 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 1.038386 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 25.528332 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 17.295467 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 22.298636 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 50.495098 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 24.266911 & 25.586434 & 36.180370 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 23.537169 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 3.116119 \\ +10 & 1839 & 628 & 6 & 120619 & 5.066553 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 9.629637 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 5.143078 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 24.879625 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 31.748698 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 28.608846 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 1.231332 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 4.615649 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 16.236202 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 25.715661 & 34.118833 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 35.520405 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 32.424088 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 9.409168 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 14.096072 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 18.814438 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 17.594095 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 17.663324 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 7.682823 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 11.984347 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 7.725323 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.395479 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_selectivity.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_selectivity.csv new file mode 100644 index 000000000..13413b349 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_selectivity.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,1.8268572750842769,2.1340269505075047,, +23,1833,11,0,20719,1.6162775265019216,1.6154834391268045,1.9671117811326808,1.844763708676506 +40,1833,22,0,120619,,7.630313819325992,, +47,1833,25,0,200619,,2.0536115364905534,1.7635235109900311,1.9074274778475568 +0,1833,31,0,260619,9.347160559741036,,6.404118357107531,5.675091960002892 +1,1833,33,0,260619,2.143665405713909,1.8152758972539305,2.4308136640320064,1.7840890052352032 +68,1833,37,0,260619,,,6.5532137976850775, +11,1833,38,0,290519,11.739568573713413,,, +12,1833,39,0,290519,2.588862001546072,,1.700180591253815,2.2519950296798648 +64,1833,43,0,290519,,,5.880325268878316, +2,1833,44,1,260619,2.2314935722480125,1.931272982185708,, +46,1833,52,1,20719,,1.6568207236534902,1.9907632348844782, +8,1833,64,1,50619,3.05682391860596,,, +37,1833,65,1,50619,,1.8037251909618344,, +75,1833,71,1,60619,,,,2.1220295739798005 +41,1833,73,1,120619,,3.735078549762601,, +3,1833,77,1,260619,1.715791853171304,,, +69,1833,81,1,260619,,,2.775546433993255, +13,1833,88,1,290519,2.185262004349931,,, +6,1833,97,2,10719,1.6083939177604112,1.767332785821124,, +24,1833,99,2,20719,2.0523566548967365,,, +38,1833,107,2,50619,,13.320706898413512,, +39,1833,108,2,50619,,6.244304362634153,, +42,1833,109,2,120619,,2.6576665237439427,, +25,1833,111,2,200619,2.407583293409083,,,1.624767379253849 +9,1833,141,3,50619,1.6975828610041432,1.5273624352189736,, +43,1833,143,3,120619,,12.253739163459887,, +48,1833,147,3,200619,,1.9361864950077048,, +70,1833,151,3,260619,,,2.3452955935595856, +14,1833,154,3,290519,5.773016067667284,,, +15,1833,157,3,290519,13.876686210176654,,9.467446412003266,6.896024704009523 +73,1833,161,3,290519,,,,9.36524621686816 +66,1833,164,4,20719,,,5.279510111031705, +49,1833,180,4,290519,,1.9071647220513428,, +50,1833,181,4,290519,,1.5496917094519511,, +51,1833,182,4,290519,,4.2488118073154215,, +67,1833,194,5,20719,,,1.6377439513938177, +18,1833,200,5,120619,2.2244428218462766,,, +44,1833,201,5,120619,,1.8639236587918664,, +71,1833,207,5,260619,,,4.207966694186748, +16,1833,211,5,290519,3.200188113838355,,, +52,1833,215,5,290519,,4.457005952483117,, +72,1833,229,6,20719,,,,7.784685326569693 +53,1833,318,7,290519,,14.336316366634705,, +54,1833,319,7,290519,,14.48471432028089,, +55,1833,320,7,290519,,8.095535652529108,, +56,1833,321,7,290519,,1.6696236301492553,, +65,1834,395,4,60319,,,4.587751260535186, +31,1834,403,4,220319,,3.6578543228812817,, +21,1834,452,6,60319,1.5660182901005175,,, +32,1834,497,7,220319,,1.690974222129976,1.4785294888233291,1.878283535834519 +34,1839,573,0,290519,,1.7186770560796751,, +74,1839,625,6,60619,,,,2.4136362533996483 +10,1839,628,6,120619,4.716759976876877,,, +17,1839,642,6,200619,2.0853067641645198,,, +58,1849,704,1,60319,,,3.3154218754182483, +59,1849,753,2,60319,,,1.8220887499687568, +26,1849,765,2,280219,1.6184444114516214,,, +27,1849,809,3,280219,1.6607478706695027,,, +45,1849,821,4,60319,,8.041343012506797,, +60,1849,823,4,60319,,,5.147997969342091, +22,1849,830,4,150319,1.776169531703168,,, +35,1849,831,4,150319,,1.580796897142359,1.6378230708070498, +7,1849,836,4,220319,1.8193585707218631,,, +33,1849,841,4,220319,,1.5961973336211606,, +28,1849,842,4,280219,2.3046325509963865,,, +62,1849,846,4,280219,,,2.4045106336511184, +63,1849,890,5,280219,,,4.301690824179188, +19,1849,893,6,10319,1.980960551063316,,, +20,1849,899,6,60319,1.7495373777120276,,, +29,1849,907,6,280219,3.0723320200110336,,, +30,1849,908,6,280219,3.2384470968321177,,, +36,1849,911,6,280219,,4.2907296685038085,, +61,1849,927,7,60319,,,7.022000346426482, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_selectivity.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_selectivity.tex new file mode 100644 index 000000000..74e10a2e7 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_selectivity.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 1.826857 & 2.134027 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 1.616278 & 1.615483 & 1.967112 & 1.844764 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 7.630314 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 2.053612 & 1.763524 & 1.907427 \\ +0 & 1833 & 31 & 0 & 260619 & 9.347161 & NaN & 6.404118 & 5.675092 \\ +1 & 1833 & 33 & 0 & 260619 & 2.143665 & 1.815276 & 2.430814 & 1.784089 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 6.553214 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 11.739569 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 2.588862 & NaN & 1.700181 & 2.251995 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 5.880325 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 2.231494 & 1.931273 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 1.656821 & 1.990763 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 3.056824 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 1.803725 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 2.122030 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 3.735079 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 1.715792 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 2.775546 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 2.185262 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 1.608394 & 1.767333 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 2.052357 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 13.320707 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 6.244304 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 2.657667 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 2.407583 & NaN & NaN & 1.624767 \\ +9 & 1833 & 141 & 3 & 50619 & 1.697583 & 1.527362 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 12.253739 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 1.936186 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 2.345296 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 5.773016 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 13.876686 & NaN & 9.467446 & 6.896025 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 9.365246 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 5.279510 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 1.907165 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 1.549692 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 4.248812 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 1.637744 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 2.224443 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 1.863924 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 4.207967 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 3.200188 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 4.457006 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 7.784685 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 14.336316 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 14.484714 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 8.095536 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 1.669624 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 4.587751 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 3.657854 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 1.566018 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 1.690974 & 1.478529 & 1.878284 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 1.718677 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 2.413636 \\ +10 & 1839 & 628 & 6 & 120619 & 4.716760 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 2.085307 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 3.315422 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 1.822089 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 1.618444 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 1.660748 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 8.041343 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 5.147998 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 1.776170 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 1.580797 & 1.637823 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 1.819359 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 1.596197 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 2.304633 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 2.404511 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 4.301691 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 1.980961 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 1.749537 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 3.072332 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 3.238447 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 4.290730 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 7.022000 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spacing.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spacing.csv new file mode 100644 index 000000000..88abd2242 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spacing.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.6058433261803736,0.5939845586216493,, +23,1833,11,0,20719,0.5294533735421556,0.5722297222189702,0.720302734865553,0.3893528769878722 +40,1833,22,0,120619,,0.625902724977711,, +47,1833,25,0,200619,,0.6646751589867544,0.5242395567204929,0.7163783248256178 +0,1833,31,0,260619,0.3685634375182041,,0.3620599276289835,0.36166648213657626 +1,1833,33,0,260619,0.4848984007744268,0.4832996497267839,0.6072856567627959,0.6820027213378516 +68,1833,37,0,260619,,,0.3906950409843831, +11,1833,38,0,290519,0.6859741332625466,,, +12,1833,39,0,290519,0.657178267480902,,0.7546670142107171,0.706363889148629 +64,1833,43,0,290519,,,0.40270815644162455, +2,1833,44,1,260619,0.6741624729919327,0.4718746345464068,, +46,1833,52,1,20719,,0.5261671552779378,0.7095889984166243, +8,1833,64,1,50619,0.7742089156358984,,, +37,1833,65,1,50619,,0.8268466177820342,, +75,1833,71,1,60619,,,,0.4181279817946737 +41,1833,73,1,120619,,0.5001377834546735,, +3,1833,77,1,260619,0.5675855278579465,,, +69,1833,81,1,260619,,,0.5471581711110257, +13,1833,88,1,290519,0.6356444992243798,,, +6,1833,97,2,10719,0.5701696501803618,0.7310507854525002,, +24,1833,99,2,20719,0.523881666343164,,, +38,1833,107,2,50619,,0.4607419286794958,, +39,1833,108,2,50619,,0.5064875452570806,, +42,1833,109,2,120619,,0.494678377175705,, +25,1833,111,2,200619,0.564707791522003,,,0.5932617136404295 +9,1833,141,3,50619,0.68327138794747,0.5708411642085084,, +43,1833,143,3,120619,,0.5589512425625315,, +48,1833,147,3,200619,,0.5333578302346492,, +70,1833,151,3,260619,,,0.4128316687078211, +14,1833,154,3,290519,0.8283944351331654,,, +15,1833,157,3,290519,0.3997158229551265,,0.4667205117210262,0.39385079831093694 +73,1833,161,3,290519,,,,0.5819108930279099 +66,1833,164,4,20719,,,0.5265745943159958, +49,1833,180,4,290519,,0.6962388972791317,, +50,1833,181,4,290519,,0.5617865524092592,, +51,1833,182,4,290519,,0.4296017211305767,, +67,1833,194,5,20719,,,0.8121849747294854, +18,1833,200,5,120619,0.43521303276112094,,, +44,1833,201,5,120619,,0.4600955287887519,, +71,1833,207,5,260619,,,0.6567133305188485, +16,1833,211,5,290519,0.42402186864647057,,, +52,1833,215,5,290519,,0.8152780006888699,, +72,1833,229,6,20719,,,,0.5722305376151375 +53,1833,318,7,290519,,0.3752174462000513,, +54,1833,319,7,290519,,0.661383034625327,, +55,1833,320,7,290519,,0.586502876123698,, +56,1833,321,7,290519,,0.6660918000377213,, +65,1834,395,4,60319,,,0.5405316779661243, +31,1834,403,4,220319,,0.8557291384043432,, +21,1834,452,6,60319,0.8961447800085774,,, +32,1834,497,7,220319,,0.7694962872441011,0.715247107331877,0.6302093246309356 +34,1839,573,0,290519,,0.6701165352455192,, +74,1839,625,6,60619,,,,0.6763373466802957 +10,1839,628,6,120619,0.43277563896601867,,, +17,1839,642,6,200619,0.4956639217734379,,, +58,1849,704,1,60319,,,0.7893879715078804, +59,1849,753,2,60319,,,0.6587623588506933, +26,1849,765,2,280219,0.8111570350618559,,, +27,1849,809,3,280219,0.7143822248184276,,, +45,1849,821,4,60319,,0.4752995054863641,, +60,1849,823,4,60319,,,0.3796353522825624, +22,1849,830,4,150319,0.6571619701418291,,, +35,1849,831,4,150319,,0.5871629018670097,0.7046572557994699, +7,1849,836,4,220319,0.6803588222892557,,, +33,1849,841,4,220319,,0.6923408054655589,, +28,1849,842,4,280219,0.6550203885066136,,, +62,1849,846,4,280219,,,0.582071282230499, +63,1849,890,5,280219,,,0.7486108276531453, +19,1849,893,6,10319,0.5535021157523549,,, +20,1849,899,6,60319,0.8856389378340044,,, +29,1849,907,6,280219,0.7622696327504391,,, +30,1849,908,6,280219,0.9358621289033674,,, +36,1849,911,6,280219,,,, +61,1849,927,7,60319,,,0.575408645007138, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spacing.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spacing.tex new file mode 100644 index 000000000..f1fb1ff1f --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spacing.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.605843 & 0.593985 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.529453 & 0.572230 & 0.720303 & 0.389353 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.625903 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.664675 & 0.524240 & 0.716378 \\ +0 & 1833 & 31 & 0 & 260619 & 0.368563 & NaN & 0.362060 & 0.361666 \\ +1 & 1833 & 33 & 0 & 260619 & 0.484898 & 0.483300 & 0.607286 & 0.682003 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.390695 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.685974 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.657178 & NaN & 0.754667 & 0.706364 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.402708 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.674162 & 0.471875 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.526167 & 0.709589 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.774209 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.826847 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.418128 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.500138 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.567586 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.547158 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.635644 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.570170 & 0.731051 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.523882 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.460742 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.506488 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.494678 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.564708 & NaN & NaN & 0.593262 \\ +9 & 1833 & 141 & 3 & 50619 & 0.683271 & 0.570841 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.558951 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.533358 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.412832 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.828394 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.399716 & NaN & 0.466721 & 0.393851 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.581911 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.526575 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.696239 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.561787 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.429602 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.812185 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.435213 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.460096 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.656713 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.424022 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.815278 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.572231 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.375217 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.661383 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.586503 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.666092 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.540532 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.855729 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.896145 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.769496 & 0.715247 & 0.630209 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.670117 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.676337 \\ +10 & 1839 & 628 & 6 & 120619 & 0.432776 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.495664 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.789388 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.658762 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.811157 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.714382 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.475300 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.379635 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.657162 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.587163 & 0.704657 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.680359 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.692341 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.655020 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.582071 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.748611 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.553502 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.885639 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.762270 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.935862 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & NaN & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.575409 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_sparsity.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_sparsity.csv new file mode 100644 index 000000000..2d334daeb --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_sparsity.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.9315394422509784,0.940292020411636,, +23,1833,11,0,20719,0.9614354551226868,0.9640465672719176,0.9346599037204454,0.9502293326783584 +40,1833,22,0,120619,,0.5222463649145292,, +47,1833,25,0,200619,,0.9422485458858914,0.9570852720104459,0.956526971072476 +0,1833,31,0,260619,0.3813942371839264,,0.505860628957147,0.6232557018326201 +1,1833,33,0,260619,0.9232132688995632,0.9427869171692111,0.9439769924110304,0.9392304007373016 +68,1833,37,0,260619,,,0.5787886461946391, +11,1833,38,0,290519,0.24902006625418505,,, +12,1833,39,0,290519,0.7926787689764409,,0.9603057754686368,0.9238131885679526 +64,1833,43,0,290519,,,0.6918490675556035, +2,1833,44,1,260619,0.9451219929194292,0.9384002411245476,, +46,1833,52,1,20719,,0.9816357929130188,0.9575570114869068, +8,1833,64,1,50619,0.8650716473904778,,, +37,1833,65,1,50619,,0.9635474300034709,, +75,1833,71,1,60619,,,,0.9628958982578771 +41,1833,73,1,120619,,0.8719898857902428,, +3,1833,77,1,260619,0.9431438024583596,,, +69,1833,81,1,260619,,,0.9479985606019324, +13,1833,88,1,290519,0.8846728893094585,,, +6,1833,97,2,10719,0.9468279132721582,0.9583333682078214,, +24,1833,99,2,20719,0.9593866138439622,,, +38,1833,107,2,50619,,0.3281438268537176,, +39,1833,108,2,50619,,0.375679625153878,, +42,1833,109,2,120619,,0.9474346015061398,, +25,1833,111,2,200619,0.9108728331237425,,,0.9640536340501866 +9,1833,141,3,50619,0.9487009331059532,0.9693317607758716,, +43,1833,143,3,120619,,0.3096341562191964,, +48,1833,147,3,200619,,0.9429668067191048,, +70,1833,151,3,260619,,,0.9164724778596428, +14,1833,154,3,290519,0.5540928275559658,,, +15,1833,157,3,290519,0.23930763226632584,,0.2988601932438221,0.33937536066747226 +73,1833,161,3,290519,,,,0.30501789511122523 +66,1833,164,4,20719,,,0.5949569271077351, +49,1833,180,4,290519,,0.9432370544395691,, +50,1833,181,4,290519,,0.9736128136378732,, +51,1833,182,4,290519,,0.7958795338692134,, +67,1833,194,5,20719,,,0.963845658394625, +18,1833,200,5,120619,0.9376138371028933,,, +44,1833,201,5,120619,,0.960526198404962,, +71,1833,207,5,260619,,,0.9105575839565048, +16,1833,211,5,290519,0.8327399100570367,,, +52,1833,215,5,290519,,0.6965386804243399,, +72,1833,229,6,20719,,,,0.4738715920454508 +53,1833,318,7,290519,,0.270961394663624,, +54,1833,319,7,290519,,0.3009335945903771,, +55,1833,320,7,290519,,0.5859014768951629,, +56,1833,321,7,290519,,0.9585643602238988,, +65,1834,395,4,60319,,,0.9064482228498324, +31,1834,403,4,220319,,0.960450217636928,, +21,1834,452,6,60319,0.9790771941230676,,, +32,1834,497,7,220319,,0.9598629621459192,0.9733109288735996,0.9795000177827864 +34,1839,573,0,290519,,0.9615975493274348,, +74,1839,625,6,60619,,,,0.8864570602706651 +10,1839,628,6,120619,0.8002499891746091,,, +17,1839,642,6,200619,0.9490648051557724,,, +58,1849,704,1,60319,,,0.91505232702823, +59,1849,753,2,60319,,,0.9585594043619662, +26,1849,765,2,280219,0.9551709896163476,,, +27,1849,809,3,280219,0.9682809825778471,,, +45,1849,821,4,60319,,0.7244643005523655,, +60,1849,823,4,60319,,,0.6572337709032654, +22,1849,830,4,150319,0.9717819768266596,,, +35,1849,831,4,150319,,0.9757797635853488,0.9630635126411752, +7,1849,836,4,220319,0.9755517031416532,,, +33,1849,841,4,220319,,0.9777686272132462,, +28,1849,842,4,280219,0.9369889008632128,,, +62,1849,846,4,280219,,,0.9189128911807236, +63,1849,890,5,280219,,,0.7615750389421452, +19,1849,893,6,10319,0.9277903963291888,,, +20,1849,899,6,60319,0.9525294758601572,,, +29,1849,907,6,280219,0.7685904023219828,,, +30,1849,908,6,280219,0.7899078904977136,,, +36,1849,911,6,280219,,0.6379196138278934,, +61,1849,927,7,60319,,,0.5585813682120736, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_sparsity.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_sparsity.tex new file mode 100644 index 000000000..4e1f7b0cd --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_sparsity.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.931539 & 0.940292 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.961435 & 0.964047 & 0.934660 & 0.950229 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.522246 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.942249 & 0.957085 & 0.956527 \\ +0 & 1833 & 31 & 0 & 260619 & 0.381394 & NaN & 0.505861 & 0.623256 \\ +1 & 1833 & 33 & 0 & 260619 & 0.923213 & 0.942787 & 0.943977 & 0.939230 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.578789 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.249020 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.792679 & NaN & 0.960306 & 0.923813 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.691849 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.945122 & 0.938400 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.981636 & 0.957557 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.865072 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.963547 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.962896 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.871990 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.943144 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.947999 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.884673 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.946828 & 0.958333 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.959387 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.328144 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.375680 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.947435 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.910873 & NaN & NaN & 0.964054 \\ +9 & 1833 & 141 & 3 & 50619 & 0.948701 & 0.969332 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.309634 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.942967 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.916472 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.554093 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.239308 & NaN & 0.298860 & 0.339375 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.305018 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.594957 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.943237 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.973613 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.795880 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.963846 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.937614 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.960526 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.910558 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.832740 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.696539 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.473872 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.270961 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.300934 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.585901 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.958564 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.906448 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.960450 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.979077 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.959863 & 0.973311 & 0.979500 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.961598 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.886457 \\ +10 & 1839 & 628 & 6 & 120619 & 0.800250 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.949065 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.915052 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.958559 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.955171 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.968281 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.724464 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.657234 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.971782 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.975780 & 0.963064 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.975552 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.977769 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.936989 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.918913 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.761575 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.927790 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.952529 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.768590 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.789908 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.637920 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.558581 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spatial_average_rate.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spatial_average_rate.csv new file mode 100644 index 000000000..8ab260b63 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spatial_average_rate.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,39.21939822938776,30.99718845076125,, +23,1833,11,0,20719,52.82194899882333,37.72632835024719,38.8595011100235,36.359458958068416 +40,1833,22,0,120619,,4.783052918112994,, +47,1833,25,0,200619,,24.60657254663128,36.31702332217831,31.31647235626109 +0,1833,31,0,260619,2.604506760226972,,3.3938343373584514,3.607356898051216 +1,1833,33,0,260619,37.23199072262955,33.150999591137236,40.10786483934764,29.275896962966154 +68,1833,37,0,260619,,,2.477064795788088, +11,1833,38,0,290519,0.5190957675851819,,, +12,1833,39,0,290519,13.35599381818707,,26.987355495123115,21.225839314433532 +64,1833,43,0,290519,,,2.837447838548896, +2,1833,44,1,260619,30.46729404396245,25.524214934969887,, +46,1833,52,1,20719,,22.41889724020156,24.92059541898147, +8,1833,64,1,50619,22.156180925433798,,, +37,1833,65,1,50619,,38.062572212544325,, +75,1833,71,1,60619,,,,32.72590792697734 +41,1833,73,1,120619,,29.059703852474943,, +3,1833,77,1,260619,29.79850070407924,,, +69,1833,81,1,260619,,,26.392302512832128, +13,1833,88,1,290519,11.334613691162767,,, +6,1833,97,2,10719,36.10844036250842,35.522104879361024,, +24,1833,99,2,20719,29.084037577023956,,, +38,1833,107,2,50619,,0.1268222802063486,, +39,1833,108,2,50619,,5.485440704460371,, +42,1833,109,2,120619,,35.324656542934264,, +25,1833,111,2,200619,10.271846174644631,,,16.338353158226692 +9,1833,141,3,50619,39.71392319385382,41.594193429042676,, +43,1833,143,3,120619,,2.1979960014536752,, +48,1833,147,3,200619,,19.296983358128628,, +70,1833,151,3,260619,,,21.732108848625927, +14,1833,154,3,290519,1.4494833999994676,,, +15,1833,157,3,290519,1.8452025206387568,,1.0619594502572798,2.198639211553826 +73,1833,161,3,290519,,,,0.4683801170173069 +66,1833,164,4,20719,,,4.737524473464732, +49,1833,180,4,290519,,21.92533412810484,, +50,1833,181,4,290519,,32.40426353911292,, +51,1833,182,4,290519,,0.7053277482402053,, +67,1833,194,5,20719,,,32.43253203926858, +18,1833,200,5,120619,9.397417472450012,,, +44,1833,201,5,120619,,12.181223544777632,, +71,1833,207,5,260619,,,17.311450898437755, +16,1833,211,5,290519,12.972437930660913,,, +52,1833,215,5,290519,,8.992782321487848,, +72,1833,229,6,20719,,,,0.8865917470535285 +53,1833,318,7,290519,,1.6280842198397538,, +54,1833,319,7,290519,,0.7360864647181147,, +55,1833,320,7,290519,,1.1685222659933627,, +56,1833,321,7,290519,,26.006105915392236,, +65,1834,395,4,60319,,,18.6036760670776, +31,1834,403,4,220319,,23.499511257213577,, +21,1834,452,6,60319,51.43363172440093,,, +32,1834,497,7,220319,,25.85796036968524,28.620031271935886,38.776801051851116 +34,1839,573,0,290519,,24.36830877333391,, +74,1839,625,6,60619,,,,3.4951133671251156 +10,1839,628,6,120619,6.832191841520087,,, +17,1839,642,6,200619,10.7046570292406,,, +58,1849,704,1,60319,,,5.756066240578782, +59,1849,753,2,60319,,,26.395895233822408, +26,1849,765,2,280219,34.19480103400384,,, +27,1849,809,3,280219,30.3697807670836,,, +45,1849,821,4,60319,,1.6388408807679662,, +60,1849,823,4,60319,,,8.212582749297912, +22,1849,830,4,150319,17.696446926173287,,, +35,1849,831,4,150319,,27.96954694702233,36.82922262462506, +7,1849,836,4,220319,36.72425904733408,,, +33,1849,841,4,220319,,34.50329201568029,, +28,1849,842,4,280219,10.40801920633712,,, +62,1849,846,4,280219,,,13.953611444168661, +63,1849,890,5,280219,,,19.14168104541941, +19,1849,893,6,10319,19.81784600750595,,, +20,1849,899,6,60319,19.365902138306826,,, +29,1849,907,6,280219,9.890519978824557,,, +30,1849,908,6,280219,14.20654442173793,,, +36,1849,911,6,280219,,7.707419136023963,, +61,1849,927,7,60319,,,0.5240660833723048, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spatial_average_rate.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spatial_average_rate.tex new file mode 100644 index 000000000..119d5684c --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_spatial_average_rate.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 39.219398 & 30.997188 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 52.821949 & 37.726328 & 38.859501 & 36.359459 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 4.783053 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 24.606573 & 36.317023 & 31.316472 \\ +0 & 1833 & 31 & 0 & 260619 & 2.604507 & NaN & 3.393834 & 3.607357 \\ +1 & 1833 & 33 & 0 & 260619 & 37.231991 & 33.151000 & 40.107865 & 29.275897 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 2.477065 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.519096 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 13.355994 & NaN & 26.987355 & 21.225839 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 2.837448 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 30.467294 & 25.524215 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 22.418897 & 24.920595 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 22.156181 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 38.062572 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 32.725908 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 29.059704 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 29.798501 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 26.392303 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 11.334614 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 36.108440 & 35.522105 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 29.084038 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.126822 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 5.485441 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 35.324657 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 10.271846 & NaN & NaN & 16.338353 \\ +9 & 1833 & 141 & 3 & 50619 & 39.713923 & 41.594193 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 2.197996 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 19.296983 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 21.732109 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 1.449483 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 1.845203 & NaN & 1.061959 & 2.198639 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.468380 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 4.737524 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 21.925334 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 32.404264 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.705328 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 32.432532 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 9.397417 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 12.181224 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 17.311451 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 12.972438 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 8.992782 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.886592 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 1.628084 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.736086 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 1.168522 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 26.006106 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 18.603676 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 23.499511 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 51.433632 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 25.857960 & 28.620031 & 38.776801 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 24.368309 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 3.495113 \\ +10 & 1839 & 628 & 6 & 120619 & 6.832192 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 10.704657 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 5.756066 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 26.395895 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 34.194801 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 30.369781 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 1.638841 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 8.212583 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 17.696447 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 27.969547 & 36.829223 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 36.724259 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 34.503292 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 10.408019 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 13.953611 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 19.141681 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 19.817846 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 19.365902 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 9.890520 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 14.206544 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 7.707419 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.524066 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_specificity.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_specificity.csv new file mode 100644 index 000000000..820952b0b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_specificity.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.11014227580708122,0.12606682321839002,, +23,1833,11,0,20719,0.10161258789149316,0.1107275129487204,0.10891261023180904,0.11621931701219863 +40,1833,22,0,120619,,0.2358376323159974,, +47,1833,25,0,200619,,0.14150731242796716,0.11350307482085155,0.09962362067866078 +0,1833,31,0,260619,0.7312990536314143,,0.505933607769583,0.5226994982246207 +1,1833,33,0,260619,0.12645169984386162,0.11543388495219162,0.11594662219506945,0.11820493489321306 +68,1833,37,0,260619,,,0.4645843298551786, +11,1833,38,0,290519,0.8539401753076639,,, +12,1833,39,0,290519,0.1795030515169283,,0.11420219096893722,0.14415476116219988 +64,1833,43,0,290519,,,0.36746298832587115, +2,1833,44,1,260619,0.11592176772520418,0.11722979375531677,, +46,1833,52,1,20719,,0.07402961805349603,0.09918922501369962, +8,1833,64,1,50619,0.16318099664762595,,, +37,1833,65,1,50619,,0.10266045705548961,, +75,1833,71,1,60619,,,,0.10734021689632568 +41,1833,73,1,120619,,0.18104669549917313,, +3,1833,77,1,260619,0.10331414907598344,,, +69,1833,81,1,260619,,,0.11234387393351139, +13,1833,88,1,290519,0.14058559971223528,,, +6,1833,97,2,10719,0.10014284924145105,0.1092608710190416,, +24,1833,99,2,20719,0.11877233514873047,,, +38,1833,107,2,50619,,0.7255611883965389,, +39,1833,108,2,50619,,0.7354699340527675,, +42,1833,109,2,120619,,0.1110030583316361,, +25,1833,111,2,200619,0.1635901137801592,,,0.11252901917896187 +9,1833,141,3,50619,0.09211285364444069,0.08046389383806013,, +43,1833,143,3,120619,,0.5752460008207855,, +48,1833,147,3,200619,,0.12276578550153569,, +70,1833,151,3,260619,,,0.1513726996589402, +14,1833,154,3,290519,0.37744804032849855,,, +15,1833,157,3,290519,0.9358308317943702,,0.7584023421106105,0.8878443705120702 +73,1833,161,3,290519,,,,1.017700168812385 +66,1833,164,4,20719,,,0.45264362524838037, +49,1833,180,4,290519,,0.11179098560812825,, +50,1833,181,4,290519,,0.07580869940646061,, +51,1833,182,4,290519,,0.3168594944498545,, +67,1833,194,5,20719,,,0.06820964497972806, +18,1833,200,5,120619,0.15054289171887766,,, +44,1833,201,5,120619,,0.10198802014511894,, +71,1833,207,5,260619,,,0.1362148108273772, +16,1833,211,5,290519,0.21188928435893917,,, +52,1833,215,5,290519,,0.3093478503898613,, +72,1833,229,6,20719,,,,0.604815313623989 +53,1833,318,7,290519,,0.9162072761006056,, +54,1833,319,7,290519,,0.44556799676797676,, +55,1833,320,7,290519,,0.39644372686454266,, +56,1833,321,7,290519,,0.07659125394038103,, +65,1834,395,4,60319,,,0.09514362499980333, +31,1834,403,4,220319,,0.10116626854492376,, +21,1834,452,6,60319,0.04415777251718569,,, +32,1834,497,7,220319,,0.07214250769426737,0.08386601515533082,0.07266742251939395 +34,1839,573,0,290519,,0.09401582774063753,, +74,1839,625,6,60619,,,,0.19389887232095554 +10,1839,628,6,120619,0.26233227207939047,,, +17,1839,642,6,200619,0.14977676324014563,,, +58,1849,704,1,60319,,,0.09851724509157987, +59,1849,753,2,60319,,,0.10440127879964825, +26,1849,765,2,280219,0.10493087569380331,,, +27,1849,809,3,280219,0.08747507417711156,,, +45,1849,821,4,60319,,0.2877413795580285,, +60,1849,823,4,60319,,,0.3411262928521527, +22,1849,830,4,150319,0.09275209657167928,,, +35,1849,831,4,150319,,0.08157143635355679,0.0929079484908621, +7,1849,836,4,220319,0.08591850455432676,,, +33,1849,841,4,220319,,0.07674824444154346,, +28,1849,842,4,280219,0.13761021357350858,,, +62,1849,846,4,280219,,,0.13183228484544515, +63,1849,890,5,280219,,,0.12811819014161033, +19,1849,893,6,10319,0.12058247174714304,,, +20,1849,899,6,60319,0.1125125450254998,,, +29,1849,907,6,280219,0.3122099005324553,,, +30,1849,908,6,280219,0.25990849637657965,,, +36,1849,911,6,280219,,0.18360237652071995,, +61,1849,927,7,60319,,,0.36861647154894495, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_specificity.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_specificity.tex new file mode 100644 index 000000000..92255e2d6 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_specificity.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.110142 & 0.126067 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.101613 & 0.110728 & 0.108913 & 0.116219 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & 0.235838 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.141507 & 0.113503 & 0.099624 \\ +0 & 1833 & 31 & 0 & 260619 & 0.731299 & NaN & 0.505934 & 0.522699 \\ +1 & 1833 & 33 & 0 & 260619 & 0.126452 & 0.115434 & 0.115947 & 0.118205 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.464584 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & 0.853940 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.179503 & NaN & 0.114202 & 0.144155 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.367463 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.115922 & 0.117230 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.074030 & 0.099189 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.163181 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.102660 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.107340 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.181047 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.103314 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.112344 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.140586 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.100143 & 0.109261 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.118772 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.725561 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & 0.735470 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.111003 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.163590 & NaN & NaN & 0.112529 \\ +9 & 1833 & 141 & 3 & 50619 & 0.092113 & 0.080464 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & 0.575246 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.122766 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.151373 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.377448 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.935831 & NaN & 0.758402 & 0.887844 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 1.017700 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.452644 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.111791 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.075809 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.316859 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.068210 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.150543 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.101988 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.136215 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.211889 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.309348 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & 0.604815 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.916207 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.445568 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.396444 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.076591 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.095144 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & 0.101166 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.044158 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.072143 & 0.083866 & 0.072667 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.094016 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.193899 \\ +10 & 1839 & 628 & 6 & 120619 & 0.262332 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.149777 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.098517 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.104401 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.104931 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.087475 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.287741 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.341126 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.092752 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.081571 & 0.092908 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.085919 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.076748 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.137610 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.131832 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.128118 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.120582 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.112513 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.312210 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.259908 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.183602 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.368616 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_speed_score.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_speed_score.csv new file mode 100644 index 000000000..690e4169b --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_speed_score.csv @@ -0,0 +1,75 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +4,1833,5,0,10719,0.5193516221188378,0.4761278914315708,, +23,1833,11,0,20719,0.4636147194865881,0.24371861790886715,0.4287697550108815,0.4329463504717712 +40,1833,22,0,120619,,-0.05585720625208977,, +47,1833,25,0,200619,,0.3743017785913547,0.3666558798533872,0.38453469776633176 +0,1833,31,0,260619,0.06512170334783808,,0.10988536556913668,0.0359169821523526 +1,1833,33,0,260619,0.5119448027804168,0.3676863234877758,0.4860894285342393,0.4220064608956439 +68,1833,37,0,260619,,,0.02763990626888506, +11,1833,38,0,290519,-0.006089661104215029,,, +12,1833,39,0,290519,0.21958906881475446,,0.09090190097376068,0.2554284462034107 +64,1833,43,0,290519,,,-0.0518543406843785, +2,1833,44,1,260619,0.5060776304732314,0.40947204305037604,, +46,1833,52,1,20719,,0.2313454261386685,0.3706949861030821, +8,1833,64,1,50619,0.33989014010013,,, +37,1833,65,1,50619,,0.3805068823200574,, +75,1833,71,1,60619,,,,0.2439420687094839 +41,1833,73,1,120619,,0.05514992496539178,, +3,1833,77,1,260619,0.3524367074718805,,, +69,1833,81,1,260619,,,0.35125052149720626, +13,1833,88,1,290519,0.3130529795446329,,, +6,1833,97,2,10719,0.2391162114588585,0.2309685887172808,, +24,1833,99,2,20719,0.1684472531798976,,, +38,1833,107,2,50619,,0.009215028388840509,, +39,1833,108,2,50619,,-0.13812791576465586,, +42,1833,109,2,120619,,0.1694403163029003,, +25,1833,111,2,200619,0.1797271729174904,,,0.08665138586535417 +9,1833,141,3,50619,0.4455470396149318,0.4017113709257378,, +43,1833,143,3,120619,,-0.01768019566944584,, +48,1833,147,3,200619,,0.3188604406738318,, +70,1833,151,3,260619,,,0.3669786233408208, +14,1833,154,3,290519,0.10643297437694507,,, +15,1833,157,3,290519,0.0003017836521280274,,-0.026959469202144343,-0.04189813257613589 +73,1833,161,3,290519,,,,0.007600791718051142 +66,1833,164,4,20719,,,0.07796243312331025, +49,1833,180,4,290519,,0.27731451175797045,, +50,1833,181,4,290519,,0.26938951297853764,, +51,1833,182,4,290519,,0.07909696072852886,, +67,1833,194,5,20719,,,0.3154414804648219, +18,1833,200,5,120619,0.2140270793079212,,, +44,1833,201,5,120619,,0.34268254030611894,, +71,1833,207,5,260619,,,0.29827839482939483, +16,1833,211,5,290519,0.3151868934134209,,, +52,1833,215,5,290519,,0.07580909485615528,, +72,1833,229,6,20719,,,,-0.1264259571626071 +53,1833,318,7,290519,,0.06907577568216305,, +54,1833,319,7,290519,,0.06975887327999977,, +55,1833,320,7,290519,,0.13488925487194087,, +56,1833,321,7,290519,,0.4354726850774112,, +65,1834,395,4,60319,,,0.07703383253206636, +31,1834,403,4,220319,,-9.179838671298969e-05,, +21,1834,452,6,60319,0.16498216740334545,,, +32,1834,497,7,220319,,0.08535140089119025,0.03131011062409788,0.06898921344933583 +34,1839,573,0,290519,,0.2679218478052365,, +74,1839,625,6,60619,,,,0.15021344267701384 +10,1839,628,6,120619,0.06851169421657644,,, +17,1839,642,6,200619,0.3145709621403782,,, +58,1849,704,1,60319,,,-0.09842269436578946, +59,1849,753,2,60319,,,0.2580585874088048, +26,1849,765,2,280219,0.33104742417700017,,, +27,1849,809,3,280219,0.24031328526055776,,, +45,1849,821,4,60319,,0.015921596439749712,, +60,1849,823,4,60319,,,-0.1432784544226109, +22,1849,830,4,150319,0.04114625469606836,,, +35,1849,831,4,150319,,0.11423539161180707,0.022129732247070672, +7,1849,836,4,220319,0.06741285647584898,,, +33,1849,841,4,220319,,0.20299097395854132,, +28,1849,842,4,280219,0.256339759861487,,, +62,1849,846,4,280219,,,0.3637021769662872, +63,1849,890,5,280219,,,0.099716478841482, +19,1849,893,6,10319,0.13440352438113612,,, +20,1849,899,6,60319,0.1890831937398605,,, +29,1849,907,6,280219,0.09379771853166682,,, +30,1849,908,6,280219,0.20065965196393115,,, +36,1849,911,6,280219,,0.06187133208716589,, +61,1849,927,7,60319,,,0.03657060374635121, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_speed_score.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_speed_score.tex new file mode 100644 index 000000000..7fc55f83a --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_speed_score.tex @@ -0,0 +1,80 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +4 & 1833 & 5 & 0 & 10719 & 0.519352 & 0.476128 & NaN & NaN \\ +23 & 1833 & 11 & 0 & 20719 & 0.463615 & 0.243719 & 0.428770 & 0.432946 \\ +40 & 1833 & 22 & 0 & 120619 & NaN & -0.055857 & NaN & NaN \\ +47 & 1833 & 25 & 0 & 200619 & NaN & 0.374302 & 0.366656 & 0.384535 \\ +0 & 1833 & 31 & 0 & 260619 & 0.065122 & NaN & 0.109885 & 0.035917 \\ +1 & 1833 & 33 & 0 & 260619 & 0.511945 & 0.367686 & 0.486089 & 0.422006 \\ +68 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.027640 & NaN \\ +11 & 1833 & 38 & 0 & 290519 & -0.006090 & NaN & NaN & NaN \\ +12 & 1833 & 39 & 0 & 290519 & 0.219589 & NaN & 0.090902 & 0.255428 \\ +64 & 1833 & 43 & 0 & 290519 & NaN & NaN & -0.051854 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.506078 & 0.409472 & NaN & NaN \\ +46 & 1833 & 52 & 1 & 20719 & NaN & 0.231345 & 0.370695 & NaN \\ +8 & 1833 & 64 & 1 & 50619 & 0.339890 & NaN & NaN & NaN \\ +37 & 1833 & 65 & 1 & 50619 & NaN & 0.380507 & NaN & NaN \\ +75 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.243942 \\ +41 & 1833 & 73 & 1 & 120619 & NaN & 0.055150 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.352437 & NaN & NaN & NaN \\ +69 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.351251 & NaN \\ +13 & 1833 & 88 & 1 & 290519 & 0.313053 & NaN & NaN & NaN \\ +6 & 1833 & 97 & 2 & 10719 & 0.239116 & 0.230969 & NaN & NaN \\ +24 & 1833 & 99 & 2 & 20719 & 0.168447 & NaN & NaN & NaN \\ +38 & 1833 & 107 & 2 & 50619 & NaN & 0.009215 & NaN & NaN \\ +39 & 1833 & 108 & 2 & 50619 & NaN & -0.138128 & NaN & NaN \\ +42 & 1833 & 109 & 2 & 120619 & NaN & 0.169440 & NaN & NaN \\ +25 & 1833 & 111 & 2 & 200619 & 0.179727 & NaN & NaN & 0.086651 \\ +9 & 1833 & 141 & 3 & 50619 & 0.445547 & 0.401711 & NaN & NaN \\ +43 & 1833 & 143 & 3 & 120619 & NaN & -0.017680 & NaN & NaN \\ +48 & 1833 & 147 & 3 & 200619 & NaN & 0.318860 & NaN & NaN \\ +70 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.366979 & NaN \\ +14 & 1833 & 154 & 3 & 290519 & 0.106433 & NaN & NaN & NaN \\ +15 & 1833 & 157 & 3 & 290519 & 0.000302 & NaN & -0.026959 & -0.041898 \\ +73 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.007601 \\ +66 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.077962 & NaN \\ +49 & 1833 & 180 & 4 & 290519 & NaN & 0.277315 & NaN & NaN \\ +50 & 1833 & 181 & 4 & 290519 & NaN & 0.269390 & NaN & NaN \\ +51 & 1833 & 182 & 4 & 290519 & NaN & 0.079097 & NaN & NaN \\ +67 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.315441 & NaN \\ +18 & 1833 & 200 & 5 & 120619 & 0.214027 & NaN & NaN & NaN \\ +44 & 1833 & 201 & 5 & 120619 & NaN & 0.342683 & NaN & NaN \\ +71 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.298278 & NaN \\ +16 & 1833 & 211 & 5 & 290519 & 0.315187 & NaN & NaN & NaN \\ +52 & 1833 & 215 & 5 & 290519 & NaN & 0.075809 & NaN & NaN \\ +72 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & -0.126426 \\ +53 & 1833 & 318 & 7 & 290519 & NaN & 0.069076 & NaN & NaN \\ +54 & 1833 & 319 & 7 & 290519 & NaN & 0.069759 & NaN & NaN \\ +55 & 1833 & 320 & 7 & 290519 & NaN & 0.134889 & NaN & NaN \\ +56 & 1833 & 321 & 7 & 290519 & NaN & 0.435473 & NaN & NaN \\ +65 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.077034 & NaN \\ +31 & 1834 & 403 & 4 & 220319 & NaN & -0.000092 & NaN & NaN \\ +21 & 1834 & 452 & 6 & 60319 & 0.164982 & NaN & NaN & NaN \\ +32 & 1834 & 497 & 7 & 220319 & NaN & 0.085351 & 0.031310 & 0.068989 \\ +34 & 1839 & 573 & 0 & 290519 & NaN & 0.267922 & NaN & NaN \\ +74 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.150213 \\ +10 & 1839 & 628 & 6 & 120619 & 0.068512 & NaN & NaN & NaN \\ +17 & 1839 & 642 & 6 & 200619 & 0.314571 & NaN & NaN & NaN \\ +58 & 1849 & 704 & 1 & 60319 & NaN & NaN & -0.098423 & NaN \\ +59 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.258059 & NaN \\ +26 & 1849 & 765 & 2 & 280219 & 0.331047 & NaN & NaN & NaN \\ +27 & 1849 & 809 & 3 & 280219 & 0.240313 & NaN & NaN & NaN \\ +45 & 1849 & 821 & 4 & 60319 & NaN & 0.015922 & NaN & NaN \\ +60 & 1849 & 823 & 4 & 60319 & NaN & NaN & -0.143278 & NaN \\ +22 & 1849 & 830 & 4 & 150319 & 0.041146 & NaN & NaN & NaN \\ +35 & 1849 & 831 & 4 & 150319 & NaN & 0.114235 & 0.022130 & NaN \\ +7 & 1849 & 836 & 4 & 220319 & 0.067413 & NaN & NaN & NaN \\ +33 & 1849 & 841 & 4 & 220319 & NaN & 0.202991 & NaN & NaN \\ +28 & 1849 & 842 & 4 & 280219 & 0.256340 & NaN & NaN & NaN \\ +62 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.363702 & NaN \\ +63 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.099716 & NaN \\ +19 & 1849 & 893 & 6 & 10319 & 0.134404 & NaN & NaN & NaN \\ +20 & 1849 & 899 & 6 & 60319 & 0.189083 & NaN & NaN & NaN \\ +29 & 1849 & 907 & 6 & 280219 & 0.093798 & NaN & NaN & NaN \\ +30 & 1849 & 908 & 6 & 280219 & 0.200660 & NaN & NaN & NaN \\ +36 & 1849 & 911 & 6 & 280219 & NaN & 0.061871 & NaN & NaN \\ +61 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.036571 & NaN \\ +\bottomrule +\end{tabular} diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_theta_score.csv b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_theta_score.csv new file mode 100644 index 000000000..8251f1282 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_theta_score.csv @@ -0,0 +1,94 @@ +,entity,unit_idnum,channel_group,date,Baseline I,11 Hz,Baseline II,30 Hz +6,1833,5,0,10719,0.2494178394249266,0.11621910340000735,, +37,1833,11,0,20719,0.3140302556366002,0.10273232285146923,0.3409477640260996,0.0422259544811352 +60,1833,22,0,120619,,-0.0196078431372549,, +68,1833,25,0,200619,,0.08823962103157089,0.3310002916302129,0.046940032475410134 +99,1833,27,0,200619,,,0.08302973526248222,0.01307531380753138 +0,1833,31,0,260619,-0.0449497620306716,,0.024066390041493774,-0.029455081001472757 +1,1833,33,0,260619,0.27717271727172715,0.14291010194624654,0.3067727282999254,0.042134878784305135 +50,1833,34,0,260619,,0.04827278499476601,0.0420916278307997,-0.008041825474427793 +95,1833,37,0,260619,,,0.05132192846034215, +18,1833,38,0,290519,0.044368600682593864,,, +19,1833,39,0,290519,0.2182884287092704,,0.2608451907418778,0.08755894087776568 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+92,1849,834,4,220319,,,0.21031161084638847,0.03850266034389505 +12,1849,836,4,220319,0.20225243624905176,,, +52,1849,841,4,220319,,-0.0280037904780577,, +45,1849,842,4,280219,0.3758313057583131,,, +84,1849,846,4,280219,,,0.02015862524785195, +85,1849,890,5,280219,,,0.2358170546262721, +30,1849,893,6,10319,0.3766304843564718,,, +33,1849,899,6,60319,0.5110606920022689,,, +46,1849,907,6,280219,0.14949784791965567,,, +47,1849,908,6,280219,0.2302235929067078,,, +55,1849,911,6,280219,,0.05003523608174771,, +56,1849,919,7,280219,,0.1270021700940374,0.4581119738455252,0.07684572194754044 +83,1849,927,7,60319,,,0.1, diff --git a/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_theta_score.tex b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_theta_score.tex new file mode 100644 index 000000000..ec2e6e680 --- /dev/null +++ b/actions/comparisons-allcells/data/statistics/values_ns_not_inhibited_theta_score.tex @@ -0,0 +1,99 @@ +\begin{tabular}{lrrrrrrrr} +\toprule +{} & entity & unit\_idnum & channel\_group & date & Baseline I & 11 Hz & Baseline II & 30 Hz \\ +\midrule +6 & 1833 & 5 & 0 & 10719 & 0.249418 & 0.116219 & NaN & NaN \\ +37 & 1833 & 11 & 0 & 20719 & 0.314030 & 0.102732 & 0.340948 & 0.042226 \\ +60 & 1833 & 22 & 0 & 120619 & NaN & -0.019608 & NaN & NaN \\ +68 & 1833 & 25 & 0 & 200619 & NaN & 0.088240 & 0.331000 & 0.046940 \\ +99 & 1833 & 27 & 0 & 200619 & NaN & NaN & 0.083030 & 0.013075 \\ +0 & 1833 & 31 & 0 & 260619 & -0.044950 & NaN & 0.024066 & -0.029455 \\ +1 & 1833 & 33 & 0 & 260619 & 0.277173 & 0.142910 & 0.306773 & 0.042135 \\ +50 & 1833 & 34 & 0 & 260619 & NaN & 0.048273 & 0.042092 & -0.008042 \\ +95 & 1833 & 37 & 0 & 260619 & NaN & NaN & 0.051322 & NaN \\ +18 & 1833 & 38 & 0 & 290519 & 0.044369 & NaN & NaN & NaN \\ +19 & 1833 & 39 & 0 & 290519 & 0.218288 & NaN & 0.260845 & 0.087559 \\ +20 & 1833 & 40 & 0 & 290519 & 0.130229 & NaN & 0.192560 & 0.066247 \\ +86 & 1833 & 43 & 0 & 290519 & NaN & NaN & 0.209540 & NaN \\ +2 & 1833 & 44 & 1 & 260619 & 0.132275 & 0.036276 & NaN & NaN \\ +67 & 1833 & 52 & 1 & 20719 & NaN & 0.095584 & 0.213558 & NaN \\ +13 & 1833 & 64 & 1 & 50619 & 0.232702 & NaN & NaN & NaN \\ +57 & 1833 & 65 & 1 & 50619 & NaN & 0.144136 & NaN & NaN \\ +104 & 1833 & 71 & 1 & 60619 & NaN & NaN & NaN & 0.071735 \\ +61 & 1833 & 73 & 1 & 120619 & NaN & 0.064601 & NaN & NaN \\ +3 & 1833 & 77 & 1 & 260619 & 0.212930 & NaN & NaN & NaN \\ +96 & 1833 & 81 & 1 & 260619 & NaN & NaN & 0.069009 & NaN \\ +21 & 1833 & 88 & 1 & 290519 & 0.251153 & NaN & NaN & NaN \\ +87 & 1833 & 94 & 1 & 290519 & NaN & NaN & 0.069494 & 0.023581 \\ +8 & 1833 & 97 & 2 & 10719 & 0.212418 & 0.179183 & NaN & NaN \\ +38 & 1833 & 99 & 2 & 20719 & 0.321159 & NaN & NaN & NaN \\ +58 & 1833 & 107 & 2 & 50619 & NaN & -0.333333 & NaN & NaN \\ +59 & 1833 & 108 & 2 & 50619 & NaN & 0.077293 & NaN & NaN \\ +28 & 1833 & 109 & 2 & 120619 & 0.279039 & 0.120326 & 0.088074 & NaN \\ +40 & 1833 & 111 & 2 & 200619 & 0.413984 & NaN & NaN & 0.052774 \\ +41 & 1833 & 112 & 2 & 200619 & 0.145742 & 0.159721 & 0.291638 & 0.013051 \\ +4 & 1833 & 113 & 2 & 260619 & 0.310377 & 0.186909 & 0.324642 & 0.025343 \\ +39 & 1833 & 120 & 3 & 20719 & 0.037695 & 0.045754 & 0.030997 & NaN \\ +14 & 1833 & 141 & 3 & 50619 & 0.216329 & 0.227622 & NaN & NaN \\ +62 & 1833 & 143 & 3 & 120619 & NaN & -0.146287 & NaN & NaN \\ +42 & 1833 & 146 & 3 & 200619 & 0.037405 & NaN & 0.041164 & 0.073316 \\ +69 & 1833 & 147 & 3 & 200619 & NaN & -0.047719 & NaN & NaN \\ +97 & 1833 & 151 & 3 & 260619 & NaN & NaN & 0.152538 & NaN \\ +22 & 1833 & 154 & 3 & 290519 & 0.096000 & NaN & NaN & NaN \\ +23 & 1833 & 155 & 3 & 290519 & 0.328391 & NaN & 0.338969 & 0.124571 \\ +24 & 1833 & 157 & 3 & 290519 & 0.177007 & NaN & 0.047009 & 0.009667 \\ +102 & 1833 & 161 & 3 & 290519 & NaN & NaN & NaN & 0.029586 \\ +90 & 1833 & 164 & 4 & 20719 & NaN & NaN & 0.083008 & NaN \\ +71 & 1833 & 180 & 4 & 290519 & NaN & 0.183140 & NaN & NaN \\ +72 & 1833 & 181 & 4 & 290519 & NaN & 0.169784 & NaN & NaN \\ +73 & 1833 & 182 & 4 & 290519 & NaN & -0.545455 & NaN & NaN \\ +5 & 1833 & 188 & 5 & 260619 & 0.206982 & 0.179467 & 0.306994 & 0.087636 \\ +91 & 1833 & 194 & 5 & 20719 & NaN & NaN & 0.355787 & 0.091547 \\ +63 & 1833 & 196 & 5 & 120619 & NaN & 0.109209 & 0.150428 & 0.053888 \\ +29 & 1833 & 200 & 5 & 120619 & 0.169329 & NaN & NaN & NaN \\ +64 & 1833 & 201 & 5 & 120619 & NaN & 0.161852 & NaN & NaN \\ +98 & 1833 & 207 & 5 & 260619 & NaN & NaN & 0.101901 & NaN \\ +25 & 1833 & 211 & 5 & 290519 & 0.071231 & NaN & NaN & NaN \\ +74 & 1833 & 215 & 5 & 290519 & NaN & 0.061822 & NaN & NaN \\ +100 & 1833 & 229 & 6 & 20719 & NaN & NaN & NaN & -0.323671 \\ +75 & 1833 & 318 & 7 & 290519 & NaN & 0.072762 & NaN & NaN \\ +76 & 1833 & 319 & 7 & 290519 & NaN & 0.321739 & NaN & NaN \\ +77 & 1833 & 320 & 7 & 290519 & NaN & 0.431818 & NaN & NaN \\ +78 & 1833 & 321 & 7 & 290519 & NaN & 0.265005 & NaN & NaN \\ +89 & 1834 & 395 & 4 & 60319 & NaN & NaN & 0.030735 & NaN \\ +27 & 1834 & 397 & 4 & 110319 & -0.007107 & 0.013714 & NaN & NaN \\ +48 & 1834 & 403 & 4 & 220319 & NaN & -0.048219 & NaN & NaN \\ +34 & 1834 & 452 & 6 & 60319 & -0.000139 & 0.024628 & -0.003624 & NaN \\ +16 & 1834 & 463 & 6 & 150319 & 0.251125 & 0.007103 & 0.398021 & 0.014731 \\ +49 & 1834 & 497 & 7 & 220319 & NaN & -0.073558 & 0.097015 & 0.142126 \\ +53 & 1839 & 573 & 0 & 290519 & NaN & 0.006535 & NaN & NaN \\ +103 & 1839 & 625 & 6 & 60619 & NaN & NaN & NaN & 0.427653 \\ +17 & 1839 & 628 & 6 & 120619 & 0.051148 & NaN & NaN & NaN \\ +94 & 1839 & 633 & 6 & 120619 & NaN & NaN & -0.001848 & 0.027887 \\ +26 & 1839 & 642 & 6 & 200619 & 0.323017 & NaN & NaN & NaN \\ +80 & 1849 & 704 & 1 & 60319 & NaN & NaN & 0.307692 & NaN \\ +51 & 1849 & 730 & 1 & 220319 & NaN & 0.086426 & 0.274223 & NaN \\ +81 & 1849 & 753 & 2 & 60319 & NaN & NaN & 0.212981 & NaN \\ +11 & 1849 & 762 & 2 & 220319 & 0.154238 & NaN & NaN & 0.034646 \\ +43 & 1849 & 765 & 2 & 280219 & -0.009623 & NaN & NaN & NaN \\ +44 & 1849 & 809 & 3 & 280219 & 0.091606 & NaN & NaN & NaN \\ +32 & 1849 & 819 & 4 & 60319 & 0.224123 & NaN & NaN & 0.106751 \\ +65 & 1849 & 821 & 4 & 60319 & NaN & 0.053985 & NaN & NaN \\ +82 & 1849 & 823 & 4 & 60319 & NaN & NaN & 0.145952 & NaN \\ +36 & 1849 & 830 & 4 & 150319 & 0.202626 & NaN & NaN & NaN \\ +54 & 1849 & 831 & 4 & 150319 & NaN & -0.023277 & 0.200915 & NaN \\ +92 & 1849 & 834 & 4 & 220319 & NaN & NaN & 0.210312 & 0.038503 \\ +12 & 1849 & 836 & 4 & 220319 & 0.202252 & NaN & NaN & NaN \\ +52 & 1849 & 841 & 4 & 220319 & NaN & -0.028004 & NaN & NaN \\ +45 & 1849 & 842 & 4 & 280219 & 0.375831 & NaN & NaN & NaN \\ +84 & 1849 & 846 & 4 & 280219 & NaN & NaN & 0.020159 & NaN \\ +85 & 1849 & 890 & 5 & 280219 & NaN & NaN & 0.235817 & NaN \\ +30 & 1849 & 893 & 6 & 10319 & 0.376630 & NaN & NaN & NaN \\ +33 & 1849 & 899 & 6 & 60319 & 0.511061 & NaN & NaN & NaN \\ +46 & 1849 & 907 & 6 & 280219 & 0.149498 & NaN & NaN & NaN \\ +47 & 1849 & 908 & 6 & 280219 & 0.230224 & NaN & NaN & NaN \\ +55 & 1849 & 911 & 6 & 280219 & NaN & 0.050035 & NaN & NaN \\ +56 & 1849 & 919 & 7 & 280219 & NaN & 0.127002 & 0.458112 & 0.076846 \\ +83 & 1849 & 927 & 7 & 60319 & NaN & NaN & 0.100000 & NaN \\ +\bottomrule +\end{tabular}

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