Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summary
notebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics
notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "324" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 248 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2459810 | not_connected | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459809 | not_connected | 100.00% | 6.12% | 42.86% | 0.00% | 100.00% | 0.00% | 5.572686 | 3.899425 | 17.205434 | 11.389106 | 20.211754 | 10.273335 | 5.939060 | 7.035720 | 0.7645 | 0.3932 | 0.6338 | 0.000000 | 0.000000 |
2459808 | not_connected | 100.00% | 0.00% | 62.37% | 0.00% | 100.00% | 0.00% | 12.046180 | 7.590555 | 18.548549 | 12.409612 | 17.390293 | 10.780187 | 1.870358 | 0.246200 | 0.5627 | 0.4039 | 0.4041 | 0.000000 | 0.000000 |
2459807 | not_connected | 100.00% | 0.00% | 62.37% | 0.00% | 100.00% | 0.00% | 13.457407 | 14.065006 | 13.230240 | 13.567750 | 15.296988 | 16.698951 | 2.526984 | 3.318231 | 0.5502 | 0.3877 | 0.3947 | 0.000000 | 0.000000 |
2459806 | not_connected | 100.00% | 0.54% | 19.33% | 0.00% | 100.00% | 0.00% | 11.876815 | 12.598367 | 21.761038 | 22.218575 | 30.318196 | 30.511390 | 2.625195 | -0.209349 | 0.6410 | 0.4846 | 0.4224 | 0.000000 | 0.000000 |
2459805 | not_connected | 100.00% | 0.00% | 62.37% | 0.00% | 100.00% | 0.00% | 12.083833 | 12.560004 | 17.614513 | 18.310891 | 12.614350 | 14.408809 | 2.445456 | 0.538799 | 0.5348 | 0.3887 | 0.3821 | 0.000000 | 0.000000 |
2459804 | not_connected | 100.00% | 0.00% | 62.37% | 0.00% | 100.00% | 0.00% | 14.532141 | 14.732376 | 16.600951 | 16.675216 | 13.997641 | 15.396106 | 0.321764 | 0.052476 | 0.5338 | 0.3949 | 0.3665 | 0.000000 | 0.000000 |
2459803 | not_connected | 100.00% | 0.00% | 62.37% | 0.00% | 100.00% | 0.00% | 17.300621 | 17.979274 | 22.236562 | 22.794427 | 14.636207 | 16.312234 | 4.255672 | 3.127497 | 0.5217 | 0.3910 | 0.3589 | 0.000000 | 0.000000 |
2459802 | not_connected | 100.00% | 0.00% | 60.00% | 0.00% | 100.00% | 0.00% | 14.459814 | 15.258368 | 19.563857 | 19.764787 | 26.019102 | 26.670665 | 0.500574 | -0.648554 | 0.6345 | 0.3855 | 0.4853 | 0.000000 | 0.000000 |
2459801 | not_connected | 100.00% | 0.00% | 59.68% | 0.00% | 100.00% | 0.00% | 14.165974 | 14.996257 | 16.067266 | 16.478839 | 25.042136 | 27.509801 | 1.346706 | 1.694374 | 0.5692 | 0.3938 | 0.4093 | 0.000000 | 0.000000 |
2459800 | not_connected | 100.00% | 2.69% | 59.68% | 0.00% | 100.00% | 0.00% | 15.084135 | 15.815973 | 15.248859 | 15.660422 | 15.919461 | 16.553638 | 3.714891 | 3.692080 | 0.5158 | 0.4101 | 0.3441 | 0.000000 | 0.000000 |
2459799 | not_connected | 100.00% | 0.00% | 19.33% | 0.00% | 100.00% | 0.00% | 11.538341 | 12.027650 | 19.863920 | 20.075114 | 39.437243 | 38.996761 | 4.133216 | 2.992946 | 0.6391 | 0.4806 | 0.4150 | 0.000000 | 0.000000 |
2459798 | not_connected | 100.00% | 2.69% | 62.37% | 0.00% | 100.00% | 0.00% | 14.497356 | 15.038891 | 15.988892 | 16.336120 | 13.130337 | 13.709476 | 1.440860 | 1.442527 | 0.5008 | 0.4004 | 0.3376 | 0.000000 | 0.000000 |
2459797 | not_connected | 100.00% | 8.06% | 59.68% | 0.00% | 100.00% | 0.00% | 12.278137 | 12.986186 | 15.505770 | 15.942920 | 17.450402 | 17.625624 | 2.164280 | 2.363649 | 0.5052 | 0.4109 | 0.3321 | 0.000000 | 0.000000 |
2459796 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.459147 | 25.810305 | 68.135786 | 72.402775 | 21.042948 | 26.147621 | 372.035388 | 433.031048 | 0.0249 | 0.0236 | 0.0010 | 0.000000 | 0.000000 |
2459795 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.688185 | 30.107508 | 58.380203 | 58.714290 | 26.673565 | 26.238416 | 504.798890 | 373.759509 | 0.0243 | 0.0238 | 0.0005 | 0.000000 | 0.000000 |
2459794 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.203620 | 29.255514 | 60.010451 | 60.526746 | 27.601623 | 28.916066 | 747.038984 | 779.758827 | 0.0239 | 0.0234 | 0.0005 | 0.000000 | 0.000000 |
2459793 | not_connected | 100.00% | 24.19% | 59.14% | 0.00% | 100.00% | 0.00% | 11.429708 | 12.141843 | 16.443480 | 16.482882 | 21.832412 | 21.786856 | 0.710167 | 0.215855 | 0.4813 | 0.4101 | 0.3253 | 0.000000 | 0.000000 |
2459792 | not_connected | 100.00% | 4.30% | 23.63% | 0.00% | 100.00% | 0.00% | 11.357771 | 12.509813 | 19.914252 | 20.819669 | 26.233758 | 26.485287 | -0.833932 | -1.850386 | 0.6420 | 0.4823 | 0.4093 | 0.000000 | 0.000000 |
2459791 | not_connected | 100.00% | 27.03% | 64.86% | 0.00% | 100.00% | 0.00% | 13.377484 | 14.148637 | 22.511929 | 22.825119 | 20.777227 | 20.643766 | -0.308792 | -0.894597 | 0.4711 | 0.4038 | 0.3144 | 0.000000 | 0.000000 |
2459790 | not_connected | 100.00% | 43.01% | 67.20% | 0.00% | 100.00% | 0.00% | 21.117681 | 22.952703 | 20.807212 | 21.643162 | 31.225262 | 31.650519 | 10.770738 | 12.255990 | 0.4566 | 0.3980 | 0.3073 | 0.000000 | 0.000000 |
2459789 | not_connected | 100.00% | 43.01% | 72.58% | 0.00% | 100.00% | 0.00% | 18.406507 | 20.199595 | 22.005860 | 23.156766 | 31.436938 | 31.836698 | -0.191965 | -1.622043 | 0.4421 | 0.3832 | 0.3004 | 0.000000 | 0.000000 |
2459788 | not_connected | 100.00% | 39.68% | 74.07% | 0.00% | 100.00% | 0.00% | 15.672314 | 17.437580 | 22.875285 | 24.303249 | 33.660798 | 34.210243 | -0.742714 | -1.270860 | 0.4446 | 0.3911 | 0.2938 | 0.000000 | 0.000000 |
2459787 | not_connected | 100.00% | 37.63% | 77.96% | 0.00% | 100.00% | 0.00% | 15.061165 | 16.773922 | 18.798971 | 20.448627 | 21.695775 | 22.318732 | -0.774957 | -1.498188 | 0.4354 | 0.3825 | 0.2884 | 0.000000 | 0.000000 |
2459786 | not_connected | 100.00% | 43.01% | 80.65% | 0.00% | 100.00% | 0.00% | 16.577175 | 18.098230 | 23.802556 | 24.682758 | 34.640794 | 33.713294 | -0.708967 | -1.604668 | 0.4260 | 0.3761 | 0.2768 | 0.000000 | 0.000000 |
2459785 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459784 | not_connected | 100.00% | 51.08% | 88.71% | 0.00% | 100.00% | 0.00% | 15.494501 | 16.631885 | 27.435078 | 29.153738 | 34.413856 | 33.646319 | -0.271230 | -1.385119 | 0.3925 | 0.3460 | 0.2562 | 0.000000 | 0.000000 |
2459783 | not_connected | 100.00% | 48.52% | 91.64% | 0.00% | 100.00% | 0.00% | 12.758698 | 13.710171 | 7.796421 | 7.662874 | 15.895964 | 14.714252 | -1.271959 | -1.810045 | 0.3943 | 0.3470 | 0.2446 | 0.000000 | 0.000000 |
2459782 | not_connected | 100.00% | 64.52% | 94.09% | 0.00% | 100.00% | 0.00% | 12.509149 | 12.774739 | 4.037989 | 3.810793 | 8.901438 | 8.199256 | -1.425277 | -1.698346 | 0.3639 | 0.3256 | 0.2345 | 0.000000 | 0.000000 |
2459781 | not_connected | 0.00% | 11.73% | 32.59% | 0.00% | 100.00% | 0.00% | 1.456946 | 1.492041 | 0.493525 | 0.559527 | -1.220847 | -1.269867 | -1.911722 | -2.096701 | 0.5928 | 0.4802 | 0.3041 | 0.000000 | 0.000000 |
2459778 | not_connected | 100.00% | 14.50% | 33.83% | 0.00% | 100.00% | 0.00% | 7.507927 | 8.099894 | 5.876167 | 5.796839 | 15.130416 | 14.425023 | -2.920325 | -3.500384 | 0.6075 | 0.4503 | 0.3867 | 0.000000 | 0.000000 |
2459776 | not_connected | 100.00% | 0.00% | 6.77% | 0.00% | 100.00% | 0.00% | 5.560533 | 6.797960 | 6.402177 | 7.006745 | 22.021167 | 22.035286 | -4.600687 | -6.012441 | 0.6852 | 0.5330 | 0.4270 | 0.000000 | 0.000000 |
2459774 | not_connected | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.1004 | 0.0928 | 0.0382 | nan | nan |
2459773 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 7.258477 | 7.902713 | 13.162458 | 13.690204 | 15.652455 | 14.367866 | -3.556833 | -4.628434 | 0.0666 | 0.0645 | 0.0246 | 0.000000 | 0.000000 |
2459772 | not_connected | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.478124 | 3.361924 | 3.659861 | 3.308100 | 2.968407 | 2.297513 | -3.106051 | -3.217654 | 0.0736 | 0.0702 | 0.0261 | 0.000000 | 0.000000 |
2459771 | not_connected | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.304759 | 3.166500 | 3.602841 | 3.328378 | 2.905447 | 2.303384 | -0.783664 | -1.683543 | 0.1018 | 0.0839 | 0.0462 | 0.000000 | 0.000000 |
2459770 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.981352 | 7.348340 | 9.962228 | 9.922432 | 10.641139 | 9.126548 | -2.211435 | -3.616855 | 0.3134 | 0.2978 | 0.2181 | 0.000000 | 0.000000 |
2459769 | not_connected | 100.00% | 97.31% | 100.00% | 0.00% | 100.00% | 0.00% | 8.027651 | 8.415307 | 12.781835 | 12.654880 | 13.482149 | 11.847155 | -2.899731 | -3.245423 | 0.3134 | 0.2923 | 0.2237 | 0.000000 | 0.000000 |
2459768 | not_connected | 100.00% | 91.94% | 94.62% | 0.00% | 100.00% | 0.00% | 8.201356 | 8.692819 | 13.787505 | 13.797587 | 13.350503 | 11.329436 | -4.960773 | -5.678485 | 0.3191 | 0.3005 | 0.2277 | 0.000000 | 0.000000 |
2459767 | not_connected | 100.00% | 83.87% | 89.25% | 0.00% | 100.00% | 0.00% | 4.211049 | 4.269320 | 3.920502 | 3.837649 | 3.219636 | 2.928718 | -3.142276 | -3.431629 | 0.3662 | 0.3439 | 0.2201 | 0.000000 | 0.000000 |
2459766 | not_connected | 0.00% | 86.56% | 89.25% | 0.00% | 100.00% | 0.00% | 3.689702 | 3.830229 | 3.367797 | 3.374992 | 2.911071 | 2.541947 | -1.594039 | -2.983605 | 0.3302 | 0.3113 | 0.2346 | 0.000000 | 0.000000 |
2459765 | not_connected | 100.00% | 81.18% | 86.56% | 0.00% | 100.00% | 0.00% | 9.854822 | 10.352483 | 16.776305 | 17.046785 | 14.015738 | 11.606692 | -5.151066 | -5.423205 | 0.3314 | 0.3075 | 0.2426 | 0.000000 | 0.000000 |
2459764 | not_connected | - | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459763 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.408805 | 4.814138 | 6.691758 | 7.017920 | 6.073098 | 3.590874 | 3.744647 | 2.241717 | 0.5834 | 0.4666 | 0.4570 | 0.000000 | 0.000000 |
2459761 | not_connected | 100.00% | 70.43% | 70.43% | 0.00% | 100.00% | 0.00% | 7.756173 | 8.196913 | 10.677424 | 11.161047 | 10.464161 | 9.141332 | -4.939966 | -5.586403 | 0.3651 | 0.3454 | 0.2683 | 0.000000 | 0.000000 |
2459760 | not_connected | 100.00% | 65.05% | 67.74% | 0.00% | 100.00% | 0.00% | 8.569201 | 8.845448 | 13.782189 | 13.715696 | 28.457494 | 22.216584 | -7.100829 | -8.331973 | 0.3693 | 0.3473 | 0.2738 | 0.000000 | 0.000000 |
2459759 | not_connected | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.184000 | 2.976133 | 2.892643 | 2.633334 | 2.738327 | 2.308625 | -2.101472 | -2.193921 | 0.2918 | 0.2834 | 0.1865 | 0.000000 | 0.000000 |
2459758 | not_connected | 100.00% | 59.68% | 62.37% | 0.00% | 100.00% | 0.00% | 5.391954 | 4.338842 | 6.355608 | 5.308313 | 5.179580 | 2.945755 | -3.186361 | -2.888857 | 0.3732 | 0.3578 | 0.2789 | 0.000000 | 0.000000 |
2459757 | not_connected | 100.00% | 20.95% | 39.74% | 0.00% | 100.00% | 0.00% | 3.339028 | 3.229264 | 5.329936 | 4.879697 | 4.732458 | 3.741887 | -2.319540 | -2.185661 | 0.5935 | 0.4319 | 0.3801 | 0.000000 | 0.000000 |
2459755 | not_connected | 100.00% | 48.92% | 51.61% | 0.00% | 100.00% | 0.00% | 5.474278 | 4.663946 | 5.101252 | 4.534791 | 7.225075 | 5.679804 | -0.671147 | -0.827557 | 0.3986 | 0.3821 | 0.3010 | 0.000000 | 0.000000 |
2459754 | not_connected | 100.00% | 46.24% | 48.92% | 0.00% | 100.00% | 0.00% | 4.361900 | 3.406366 | 4.489101 | 3.838029 | 5.725861 | 3.717676 | 0.605375 | -1.797369 | 0.4105 | 0.3920 | 0.3116 | 0.000000 | 0.000000 |
2459753 | not_connected | 100.00% | 43.55% | 46.24% | 0.00% | 100.00% | 0.00% | 6.084410 | 4.891052 | 5.658804 | 5.095582 | 6.152045 | 4.654323 | -1.360748 | -3.057075 | 0.4099 | 0.3961 | 0.3182 | 0.000000 | 0.000000 |
2459752 | not_connected | 100.00% | 40.86% | 43.55% | 0.00% | 100.00% | 0.00% | 8.398706 | 7.484971 | 16.314090 | 16.371075 | 18.495404 | 14.342859 | -1.521669 | -3.574240 | 0.4196 | 0.4116 | 0.3262 | 0.000000 | 0.000000 |
2459750 | not_connected | 100.00% | 20.01% | 44.89% | 0.00% | 100.00% | 0.00% | 9.255032 | 9.488525 | 14.950810 | 15.197547 | 20.313650 | 19.558874 | -0.616682 | -2.004505 | 0.5931 | 0.4343 | 0.3886 | 0.000000 | 0.000000 |
2459749 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459748 | not_connected | 100.00% | 27.42% | 30.11% | 0.00% | 100.00% | 0.00% | 6.012236 | 5.119914 | 8.495080 | 8.277617 | 7.520429 | 6.353914 | -3.751314 | -4.425461 | 0.4580 | 0.4546 | 0.3637 | 0.000000 | 0.000000 |
2459747 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.455410 | 3.123397 | 18.667913 | 19.414239 | -1.099954 | -1.007937 | -1.770294 | -1.447628 | 0.0427 | 0.0338 | 0.0010 | nan | nan |
2459746 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.001289 | 6.499091 | 26.844552 | 29.251898 | 2.608165 | -0.182324 | -0.849198 | -1.567596 | 0.0502 | 0.0357 | 0.0011 | nan | nan |
2459745 | not_connected | 100.00% | 16.67% | 19.35% | 0.00% | 100.00% | 0.00% | 5.366731 | 4.414974 | 4.367501 | 4.024595 | 4.828695 | 3.946182 | -3.346735 | -4.074766 | 0.4784 | 0.4789 | 0.3803 | 0.000000 | 0.000000 |
2459744 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.743231 | 3.761912 | 19.185075 | 20.057687 | -0.350934 | 0.641348 | 0.571377 | -0.855124 | 0.0359 | 0.0328 | 0.0009 | nan | nan |
2459743 | not_connected | 100.00% | 19.47% | 43.81% | 0.00% | 100.00% | 0.00% | 8.363737 | 8.688832 | 23.728959 | 24.012370 | 19.935275 | 18.838718 | -3.509260 | -3.980422 | 0.5854 | 0.4339 | 0.3903 | 0.000000 | 0.000000 |
2459742 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.032218 | 4.639493 | 26.399814 | 27.868244 | -0.128570 | -0.252259 | -0.938462 | -0.842989 | 0.0401 | 0.0344 | 0.0013 | nan | nan |
2459741 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 8.393946 | 8.515883 | 34.678591 | 36.588874 | 2.619056 | -0.265726 | -0.315569 | -0.430291 | 0.0391 | 0.0350 | 0.0009 | nan | nan |
2459740 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.402035 | 4.437565 | 36.400719 | 37.486975 | 1.702367 | 1.321154 | -1.450201 | -1.473840 | 0.0416 | 0.0337 | 0.0011 | nan | nan |
2459738 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.197913 | 6.858095 | 21.977637 | 21.291642 | 18.742514 | 17.069313 | -4.475484 | -5.408113 | 0.5292 | 0.5271 | 0.4113 | 0.000000 | 0.000000 |
2459736 | not_connected | 100.00% | 18.93% | 38.94% | 0.00% | 100.00% | 0.00% | 4.687975 | 4.420733 | 6.218086 | 5.927762 | 5.732077 | 5.158226 | -2.232194 | -2.552988 | 0.5906 | 0.4378 | 0.3994 | 0.000000 | 0.000000 |
2459734 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.145572 | 3.633525 | 19.017787 | 19.659724 | 1.513081 | 0.146074 | -1.046735 | -0.958888 | 0.0450 | 0.0334 | 0.0011 | nan | nan |
2459733 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.376396 | 3.087492 | 19.203148 | 19.966044 | 0.268437 | 0.060860 | -1.204954 | -1.299581 | 0.0386 | 0.0315 | 0.0010 | nan | nan |
2459732 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.360300 | 3.753070 | 20.924456 | 21.386221 | 1.434633 | 1.546883 | -1.689131 | -1.188313 | 0.0392 | 0.0314 | 0.0008 | nan | nan |
2459731 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.586436 | 6.932320 | 16.783911 | 15.884539 | 26.132724 | 26.326815 | -3.063755 | -3.383688 | 0.5328 | 0.5258 | 0.4021 | 0.000000 | 0.000000 |
2459730 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.157967 | 2.891441 | 19.373544 | 20.088973 | 1.011090 | 0.006252 | -1.385613 | -1.239294 | 0.0352 | 0.0328 | 0.0012 | nan | nan |
2459728 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.728671 | 2.598785 | 20.006040 | 20.864326 | 0.093756 | 0.597017 | -1.249581 | -1.074265 | 0.0410 | 0.0362 | 0.0027 | nan | nan |
2459726 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.894022 | 1.837633 | 14.866819 | 15.573107 | 4.752464 | 5.298917 | -1.334157 | -0.684029 | 0.0369 | 0.0322 | 0.0012 | nan | nan |
2459724 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.294565 | 2.862366 | 17.777659 | 18.487899 | 3.182768 | 2.036296 | -1.381157 | -1.304869 | 0.0370 | 0.0333 | 0.0013 | nan | nan |
2459723 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.275075 | 2.129762 | 16.253547 | 16.761141 | -0.251988 | -0.364673 | 0.610009 | 0.555098 | 0.0393 | 0.0335 | 0.0018 | nan | nan |
2459722 | not_connected | 100.00% | 20.02% | 38.96% | 0.00% | 100.00% | 0.00% | 10.240600 | 10.367833 | 17.425152 | 17.819511 | 16.795859 | 15.766373 | -3.338163 | -4.141270 | 0.5684 | 0.4269 | 0.4085 | 0.000000 | 0.000000 |
2459720 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.857666 | 1.793198 | 17.767148 | 18.436902 | 1.856463 | 1.408015 | 4.230459 | 1.927003 | 0.0386 | 0.0318 | 0.0016 | nan | nan |
2459719 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.305000 | 2.120385 | 15.395684 | 15.896308 | 3.670016 | 1.229816 | 3.790209 | 3.872247 | 0.0388 | 0.0326 | 0.0010 | nan | nan |
2459718 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.393730 | 3.011793 | 20.335626 | 20.927287 | 2.484321 | 2.469663 | 9.407985 | 10.110433 | 0.0402 | 0.0358 | 0.0019 | nan | nan |
2459717 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.350343 | 2.892224 | 15.507772 | 16.039356 | 1.576947 | 1.654983 | 2.575499 | 2.946784 | 0.0412 | 0.0377 | 0.0028 | nan | nan |
2459716 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.634375 | 2.357736 | 15.639642 | 16.142189 | 2.361118 | 1.975195 | -1.336986 | -0.941794 | 0.0429 | 0.0321 | 0.0009 | nan | nan |
2459715 | not_connected | 100.00% | 22.20% | 43.31% | 0.00% | 100.00% | 0.00% | 8.512267 | 8.339800 | 18.074433 | 17.730110 | 19.956191 | 18.296801 | -4.167329 | -5.206692 | 0.5352 | 0.4133 | 0.4110 | 0.000000 | 0.000000 |
2459713 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.671749 | 3.253311 | 18.616622 | 19.230066 | 0.236539 | 0.276359 | -1.329140 | -0.840842 | 0.0396 | 0.0339 | 0.0021 | nan | nan |
2459712 | not_connected | 100.00% | 64.52% | 72.58% | 0.00% | 100.00% | 0.00% | 8.674628 | 9.408020 | 18.326558 | 18.944853 | 16.168576 | 16.699341 | -0.600773 | -1.128119 | 0.4085 | 0.3575 | 0.2776 | 0.000000 | 0.000000 |
2459711 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.158466 | 1.299986 | 9.531863 | 9.955250 | 0.056776 | 0.064362 | -1.186657 | -1.143459 | 0.0365 | 0.0321 | 0.0018 | nan | nan |
2459710 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.473657 | 1.547207 | 11.786500 | 12.482400 | 0.585651 | 0.350761 | -1.129395 | -1.039391 | 0.0378 | 0.0334 | 0.0014 | nan | nan |
auto_metrics
notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics
notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 20.211754 | 3.899425 | 5.572686 | 11.389106 | 17.205434 | 10.273335 | 20.211754 | 7.035720 | 5.939060 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 18.548549 | 7.590555 | 12.046180 | 12.409612 | 18.548549 | 10.780187 | 17.390293 | 0.246200 | 1.870358 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 16.698951 | 14.065006 | 13.457407 | 13.567750 | 13.230240 | 16.698951 | 15.296988 | 3.318231 | 2.526984 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 30.511390 | 11.876815 | 12.598367 | 21.761038 | 22.218575 | 30.318196 | 30.511390 | 2.625195 | -0.209349 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 18.310891 | 12.083833 | 12.560004 | 17.614513 | 18.310891 | 12.614350 | 14.408809 | 2.445456 | 0.538799 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 16.675216 | 14.732376 | 14.532141 | 16.675216 | 16.600951 | 15.396106 | 13.997641 | 0.052476 | 0.321764 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 22.794427 | 17.300621 | 17.979274 | 22.236562 | 22.794427 | 14.636207 | 16.312234 | 4.255672 | 3.127497 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 26.670665 | 15.258368 | 14.459814 | 19.764787 | 19.563857 | 26.670665 | 26.019102 | -0.648554 | 0.500574 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 27.509801 | 14.996257 | 14.165974 | 16.478839 | 16.067266 | 27.509801 | 25.042136 | 1.694374 | 1.346706 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 16.553638 | 15.815973 | 15.084135 | 15.660422 | 15.248859 | 16.553638 | 15.919461 | 3.692080 | 3.714891 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 39.437243 | 12.027650 | 11.538341 | 20.075114 | 19.863920 | 38.996761 | 39.437243 | 2.992946 | 4.133216 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 16.336120 | 14.497356 | 15.038891 | 15.988892 | 16.336120 | 13.130337 | 13.709476 | 1.440860 | 1.442527 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 17.625624 | 12.986186 | 12.278137 | 15.942920 | 15.505770 | 17.625624 | 17.450402 | 2.363649 | 2.164280 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Discontinuties | 433.031048 | 24.459147 | 25.810305 | 68.135786 | 72.402775 | 21.042948 | 26.147621 | 372.035388 | 433.031048 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Discontinuties | 504.798890 | 30.107508 | 27.688185 | 58.714290 | 58.380203 | 26.238416 | 26.673565 | 373.759509 | 504.798890 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Discontinuties | 779.758827 | 27.203620 | 29.255514 | 60.010451 | 60.526746 | 27.601623 | 28.916066 | 747.038984 | 779.758827 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 21.832412 | 11.429708 | 12.141843 | 16.443480 | 16.482882 | 21.832412 | 21.786856 | 0.710167 | 0.215855 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 26.485287 | 11.357771 | 12.509813 | 19.914252 | 20.819669 | 26.233758 | 26.485287 | -0.833932 | -1.850386 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 22.825119 | 13.377484 | 14.148637 | 22.511929 | 22.825119 | 20.777227 | 20.643766 | -0.308792 | -0.894597 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 31.650519 | 22.952703 | 21.117681 | 21.643162 | 20.807212 | 31.650519 | 31.225262 | 12.255990 | 10.770738 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 31.836698 | 20.199595 | 18.406507 | 23.156766 | 22.005860 | 31.836698 | 31.436938 | -1.622043 | -0.191965 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 34.210243 | 17.437580 | 15.672314 | 24.303249 | 22.875285 | 34.210243 | 33.660798 | -1.270860 | -0.742714 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 22.318732 | 15.061165 | 16.773922 | 18.798971 | 20.448627 | 21.695775 | 22.318732 | -0.774957 | -1.498188 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 34.640794 | 18.098230 | 16.577175 | 24.682758 | 23.802556 | 33.713294 | 34.640794 | -1.604668 | -0.708967 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 34.413856 | 15.494501 | 16.631885 | 27.435078 | 29.153738 | 34.413856 | 33.646319 | -0.271230 | -1.385119 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 15.895964 | 13.710171 | 12.758698 | 7.662874 | 7.796421 | 14.714252 | 15.895964 | -1.810045 | -1.271959 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Shape | 12.774739 | 12.774739 | 12.509149 | 3.810793 | 4.037989 | 8.199256 | 8.901438 | -1.698346 | -1.425277 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Shape | 1.492041 | 1.456946 | 1.492041 | 0.493525 | 0.559527 | -1.220847 | -1.269867 | -1.911722 | -2.096701 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 15.130416 | 8.099894 | 7.507927 | 5.796839 | 5.876167 | 14.425023 | 15.130416 | -3.500384 | -2.920325 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 22.035286 | 5.560533 | 6.797960 | 6.402177 | 7.006745 | 22.021167 | 22.035286 | -4.600687 | -6.012441 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 15.652455 | 7.902713 | 7.258477 | 13.690204 | 13.162458 | 14.367866 | 15.652455 | -4.628434 | -3.556833 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 3.659861 | 3.478124 | 3.361924 | 3.659861 | 3.308100 | 2.968407 | 2.297513 | -3.106051 | -3.217654 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 3.602841 | 3.166500 | 3.304759 | 3.328378 | 3.602841 | 2.303384 | 2.905447 | -1.683543 | -0.783664 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 10.641139 | 7.348340 | 6.981352 | 9.922432 | 9.962228 | 9.126548 | 10.641139 | -3.616855 | -2.211435 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 13.482149 | 8.415307 | 8.027651 | 12.654880 | 12.781835 | 11.847155 | 13.482149 | -3.245423 | -2.899731 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 13.797587 | 8.201356 | 8.692819 | 13.787505 | 13.797587 | 13.350503 | 11.329436 | -4.960773 | -5.678485 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Shape | 4.269320 | 4.211049 | 4.269320 | 3.920502 | 3.837649 | 3.219636 | 2.928718 | -3.142276 | -3.431629 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Shape | 3.830229 | 3.830229 | 3.689702 | 3.374992 | 3.367797 | 2.541947 | 2.911071 | -2.983605 | -1.594039 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 17.046785 | 10.352483 | 9.854822 | 17.046785 | 16.776305 | 11.606692 | 14.015738 | -5.423205 | -5.151066 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 7.017920 | 4.408805 | 4.814138 | 6.691758 | 7.017920 | 6.073098 | 3.590874 | 3.744647 | 2.241717 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 11.161047 | 8.196913 | 7.756173 | 11.161047 | 10.677424 | 9.141332 | 10.464161 | -5.586403 | -4.939966 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 28.457494 | 8.569201 | 8.845448 | 13.782189 | 13.715696 | 28.457494 | 22.216584 | -7.100829 | -8.331973 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Shape | 3.184000 | 3.184000 | 2.976133 | 2.892643 | 2.633334 | 2.738327 | 2.308625 | -2.101472 | -2.193921 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 6.355608 | 5.391954 | 4.338842 | 6.355608 | 5.308313 | 5.179580 | 2.945755 | -3.186361 | -2.888857 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 5.329936 | 3.229264 | 3.339028 | 4.879697 | 5.329936 | 3.741887 | 4.732458 | -2.185661 | -2.319540 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 7.225075 | 5.474278 | 4.663946 | 5.101252 | 4.534791 | 7.225075 | 5.679804 | -0.671147 | -0.827557 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 5.725861 | 4.361900 | 3.406366 | 4.489101 | 3.838029 | 5.725861 | 3.717676 | 0.605375 | -1.797369 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 6.152045 | 4.891052 | 6.084410 | 5.095582 | 5.658804 | 4.654323 | 6.152045 | -3.057075 | -1.360748 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 18.495404 | 8.398706 | 7.484971 | 16.314090 | 16.371075 | 18.495404 | 14.342859 | -1.521669 | -3.574240 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 20.313650 | 9.255032 | 9.488525 | 14.950810 | 15.197547 | 20.313650 | 19.558874 | -0.616682 | -2.004505 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 8.495080 | 6.012236 | 5.119914 | 8.495080 | 8.277617 | 7.520429 | 6.353914 | -3.751314 | -4.425461 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 19.414239 | 3.455410 | 3.123397 | 18.667913 | 19.414239 | -1.099954 | -1.007937 | -1.770294 | -1.447628 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | Not Found | nn Power | 29.251898 | 6.499091 | 6.001289 | 29.251898 | 26.844552 | -0.182324 | 2.608165 | -1.567596 | -0.849198 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Shape | 5.366731 | 4.414974 | 5.366731 | 4.024595 | 4.367501 | 3.946182 | 4.828695 | -4.074766 | -3.346735 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 20.057687 | 4.743231 | 3.761912 | 19.185075 | 20.057687 | -0.350934 | 0.641348 | 0.571377 | -0.855124 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 24.012370 | 8.363737 | 8.688832 | 23.728959 | 24.012370 | 19.935275 | 18.838718 | -3.509260 | -3.980422 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 27.868244 | 5.032218 | 4.639493 | 26.399814 | 27.868244 | -0.128570 | -0.252259 | -0.938462 | -0.842989 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 36.588874 | 8.515883 | 8.393946 | 36.588874 | 34.678591 | -0.265726 | 2.619056 | -0.430291 | -0.315569 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 37.486975 | 5.402035 | 4.437565 | 36.400719 | 37.486975 | 1.702367 | 1.321154 | -1.450201 | -1.473840 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 21.977637 | 8.197913 | 6.858095 | 21.977637 | 21.291642 | 18.742514 | 17.069313 | -4.475484 | -5.408113 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Power | 6.218086 | 4.420733 | 4.687975 | 5.927762 | 6.218086 | 5.158226 | 5.732077 | -2.552988 | -2.232194 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 19.659724 | 3.633525 | 4.145572 | 19.659724 | 19.017787 | 0.146074 | 1.513081 | -0.958888 | -1.046735 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 19.966044 | 3.087492 | 3.376396 | 19.966044 | 19.203148 | 0.060860 | 0.268437 | -1.299581 | -1.204954 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 21.386221 | 3.753070 | 4.360300 | 21.386221 | 20.924456 | 1.546883 | 1.434633 | -1.188313 | -1.689131 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Temporal Variability | 26.326815 | 6.932320 | 8.586436 | 15.884539 | 16.783911 | 26.326815 | 26.132724 | -3.383688 | -3.063755 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 20.088973 | 3.157967 | 2.891441 | 19.373544 | 20.088973 | 1.011090 | 0.006252 | -1.385613 | -1.239294 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 20.864326 | 2.598785 | 2.728671 | 20.864326 | 20.006040 | 0.597017 | 0.093756 | -1.074265 | -1.249581 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 15.573107 | 1.837633 | 1.894022 | 15.573107 | 14.866819 | 5.298917 | 4.752464 | -0.684029 | -1.334157 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 18.487899 | 2.862366 | 3.294565 | 18.487899 | 17.777659 | 2.036296 | 3.182768 | -1.304869 | -1.381157 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 16.761141 | 2.129762 | 2.275075 | 16.761141 | 16.253547 | -0.364673 | -0.251988 | 0.555098 | 0.610009 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 17.819511 | 10.240600 | 10.367833 | 17.425152 | 17.819511 | 16.795859 | 15.766373 | -3.338163 | -4.141270 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 18.436902 | 1.857666 | 1.793198 | 17.767148 | 18.436902 | 1.856463 | 1.408015 | 4.230459 | 1.927003 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 15.896308 | 2.120385 | 2.305000 | 15.896308 | 15.395684 | 1.229816 | 3.670016 | 3.872247 | 3.790209 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 20.927287 | 3.393730 | 3.011793 | 20.335626 | 20.927287 | 2.484321 | 2.469663 | 9.407985 | 10.110433 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 16.039356 | 3.350343 | 2.892224 | 15.507772 | 16.039356 | 1.576947 | 1.654983 | 2.575499 | 2.946784 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 16.142189 | 2.634375 | 2.357736 | 15.639642 | 16.142189 | 2.361118 | 1.975195 | -1.336986 | -0.941794 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | ee Temporal Variability | 19.956191 | 8.512267 | 8.339800 | 18.074433 | 17.730110 | 19.956191 | 18.296801 | -4.167329 | -5.206692 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 19.230066 | 3.253311 | 3.671749 | 19.230066 | 18.616622 | 0.276359 | 0.236539 | -0.840842 | -1.329140 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 18.944853 | 9.408020 | 8.674628 | 18.944853 | 18.326558 | 16.699341 | 16.168576 | -1.128119 | -0.600773 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 9.955250 | 1.299986 | 1.158466 | 9.955250 | 9.531863 | 0.064362 | 0.056776 | -1.143459 | -1.186657 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
324 | N04 | not_connected | nn Power | 12.482400 | 1.547207 | 1.473657 | 12.482400 | 11.786500 | 0.350761 | 0.585651 | -1.039391 | -1.129395 |