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 = "323" 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% | 0.00% | 73.47% | 0.00% | 100.00% | 0.00% | 23.323948 | 4.422720 | 1.288605 | 16.080061 | 18.021467 | 13.980649 | 7.085128 | -1.082315 | 0.6022 | 0.3952 | 0.4939 | 0.000000 | 0.000000 |
2459808 | not_connected | 100.00% | 2.69% | 65.05% | 0.00% | 100.00% | 0.00% | 16.967040 | 10.563000 | 2.934323 | 17.582350 | 12.133582 | 17.583689 | 14.372550 | 0.542088 | 0.4704 | 0.3620 | 0.3267 | 0.000000 | 0.000000 |
2459807 | not_connected | 100.00% | 0.00% | 65.05% | 0.00% | 100.00% | 0.00% | 17.957023 | 11.172785 | 1.963365 | 11.810708 | 10.072901 | 14.707155 | 6.692447 | 2.745714 | 0.4721 | 0.3612 | 0.3213 | 0.000000 | 0.000000 |
2459806 | not_connected | 100.00% | 36.09% | 24.70% | 0.00% | 100.00% | 0.00% | 26.020076 | 9.034577 | 1.072141 | 18.917019 | 22.272514 | 25.081854 | 8.785181 | 1.327349 | 0.4644 | 0.4671 | 0.3372 | 0.000000 | 0.000000 |
2459805 | not_connected | 100.00% | 2.69% | 67.74% | 0.00% | 100.00% | 0.00% | 16.300531 | 10.003729 | 3.283096 | 16.022776 | 8.716350 | 13.215504 | 13.344166 | 0.199235 | 0.4641 | 0.3605 | 0.3133 | 0.000000 | 0.000000 |
2459804 | not_connected | 100.00% | 0.00% | 67.74% | 0.00% | 100.00% | 0.00% | 18.668250 | 11.721402 | 2.423702 | 14.515860 | 9.672868 | 14.493595 | 2.365224 | 0.092611 | 0.4649 | 0.3701 | 0.2992 | 0.000000 | 0.000000 |
2459803 | not_connected | 100.00% | 0.00% | 65.05% | 0.00% | 100.00% | 0.00% | 22.696611 | 14.005312 | 3.296108 | 19.560917 | 10.483415 | 13.977067 | 18.310549 | 2.037289 | 0.4549 | 0.3691 | 0.2938 | 0.000000 | 0.000000 |
2459802 | not_connected | 100.00% | 6.67% | 75.00% | 0.00% | 100.00% | 0.00% | 20.998204 | 11.616046 | 1.555961 | 16.858198 | 17.585593 | 23.578059 | 4.074560 | 0.182431 | 0.5204 | 0.3684 | 0.3807 | 0.000000 | 0.000000 |
2459801 | not_connected | 100.00% | 0.00% | 65.05% | 0.00% | 100.00% | 0.00% | 18.913183 | 11.768887 | 2.724868 | 14.302588 | 16.936302 | 24.800587 | 12.036331 | 1.389322 | 0.4844 | 0.3673 | 0.3293 | 0.000000 | 0.000000 |
2459800 | not_connected | 100.00% | 8.06% | 62.37% | 0.00% | 100.00% | 0.00% | 20.149689 | 12.441022 | 2.854750 | 13.422355 | 10.530799 | 12.816784 | 8.165604 | 3.722662 | 0.4553 | 0.3864 | 0.2809 | 0.000000 | 0.000000 |
2459799 | 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 |
2459798 | not_connected | 100.00% | 10.75% | 65.05% | 0.00% | 100.00% | 0.00% | 19.051280 | 11.563220 | 2.686866 | 13.862473 | 8.102564 | 10.271375 | 10.744543 | 2.279096 | 0.4441 | 0.3808 | 0.2756 | 0.000000 | 0.000000 |
2459797 | not_connected | 100.00% | 16.13% | 65.05% | 0.00% | 100.00% | 0.00% | 16.095945 | 10.068287 | 2.852683 | 13.559131 | 10.190372 | 12.226495 | 11.045148 | 3.009448 | 0.4480 | 0.3922 | 0.2708 | 0.000000 | 0.000000 |
2459796 | not_connected | 100.00% | 18.82% | 65.05% | 0.00% | 100.00% | 0.00% | 17.353299 | 10.760920 | 3.033624 | 17.918200 | 9.045511 | 11.639556 | 34.682856 | 5.593924 | 0.4429 | 0.3950 | 0.2634 | 0.000000 | 0.000000 |
2459795 | not_connected | 100.00% | 29.57% | 67.74% | 0.00% | 100.00% | 0.00% | 20.381412 | 12.153974 | 2.523711 | 13.952023 | 10.063957 | 13.082085 | 22.728199 | 4.459773 | 0.4318 | 0.3911 | 0.2641 | 0.000000 | 0.000000 |
2459794 | not_connected | 100.00% | 34.95% | 62.37% | 0.00% | 100.00% | 0.00% | 19.727206 | 11.884725 | 2.257332 | 14.842089 | 11.903134 | 15.827533 | 21.815985 | 7.095634 | 0.4310 | 0.3953 | 0.2718 | 0.000000 | 0.000000 |
2459793 | not_connected | 100.00% | 32.26% | 65.05% | 0.00% | 100.00% | 0.00% | 15.652996 | 9.601624 | 2.572184 | 13.950908 | 12.141991 | 16.993351 | 13.004275 | 2.848297 | 0.4198 | 0.3943 | 0.2682 | 0.000000 | 0.000000 |
2459792 | not_connected | 100.00% | 32.87% | 26.32% | 0.00% | 100.00% | 0.00% | 23.729735 | 8.986735 | 0.997210 | 17.779257 | 20.688276 | 22.081322 | 3.197618 | 0.487538 | 0.4820 | 0.4695 | 0.3273 | 0.000000 | 0.000000 |
2459791 | not_connected | 100.00% | 37.84% | 67.57% | 0.00% | 100.00% | 0.00% | 19.203897 | 11.593035 | 3.729566 | 19.568333 | 12.888918 | 18.739773 | 4.225461 | 1.299589 | 0.4087 | 0.3922 | 0.2623 | 0.000000 | 0.000000 |
2459790 | not_connected | 100.00% | 45.70% | 69.89% | 0.00% | 100.00% | 0.00% | 29.562644 | 18.207855 | 3.421136 | 18.296262 | 17.850331 | 26.006387 | 10.081508 | 1.065901 | 0.3957 | 0.3899 | 0.2599 | 0.000000 | 0.000000 |
2459789 | not_connected | 100.00% | 48.39% | 75.27% | 0.00% | 100.00% | 0.00% | 26.312949 | 15.875158 | 4.402499 | 19.498898 | 20.223419 | 25.965265 | 27.450868 | 2.176803 | 0.3782 | 0.3718 | 0.2544 | 0.000000 | 0.000000 |
2459788 | not_connected | 100.00% | 44.97% | 74.07% | 0.00% | 100.00% | 0.00% | 23.226669 | 13.374410 | 4.486453 | 20.378540 | 21.133534 | 27.497558 | 4.187193 | 0.303018 | 0.3823 | 0.3840 | 0.2529 | 0.000000 | 0.000000 |
2459787 | not_connected | 100.00% | 53.76% | 80.65% | 0.00% | 100.00% | 0.00% | 23.326380 | 12.661718 | 3.018299 | 17.187923 | 13.770883 | 18.882762 | 9.449345 | 0.340759 | 0.3690 | 0.3729 | 0.2461 | 0.000000 | 0.000000 |
2459786 | not_connected | 100.00% | 51.08% | 83.33% | 0.00% | 100.00% | 0.00% | 24.734725 | 13.787838 | 3.478402 | 20.836693 | 21.591215 | 29.069344 | 6.873447 | 0.456329 | 0.3624 | 0.3695 | 0.2375 | 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% | 61.83% | 91.40% | 0.00% | 100.00% | 0.00% | 22.508007 | 12.879779 | 3.236699 | 25.362300 | 22.251377 | 29.569414 | 7.631910 | -0.752639 | 0.3292 | 0.3429 | 0.2251 | 0.000000 | 0.000000 |
2459783 | not_connected | 100.00% | 64.69% | 91.64% | 0.00% | 100.00% | 0.00% | 20.087838 | 10.271747 | 0.555735 | 6.376954 | 9.792697 | 12.726178 | 6.938470 | 0.451816 | 0.3233 | 0.3492 | 0.2111 | 0.000000 | 0.000000 |
2459782 | not_connected | 100.00% | 75.27% | 96.77% | 0.00% | 100.00% | 0.00% | 18.939803 | 9.452864 | -0.172499 | 3.116706 | 4.913734 | 7.232211 | 2.185050 | -0.480576 | 0.2979 | 0.3252 | 0.2088 | 0.000000 | 0.000000 |
2459781 | not_connected | 0.00% | 17.86% | 32.59% | 0.00% | 100.00% | 0.00% | 3.672483 | 0.885452 | 0.229405 | 0.210761 | -2.403385 | -2.113717 | 0.926653 | -1.163884 | 0.4610 | 0.4710 | 0.2370 | 0.000000 | 0.000000 |
2459778 | not_connected | 100.00% | 33.94% | 38.67% | 0.00% | 100.00% | 0.00% | 16.000362 | 5.785017 | -0.207845 | 4.887328 | 10.881299 | 11.960487 | 2.188946 | -0.728150 | 0.4492 | 0.4412 | 0.3061 | 0.000000 | 0.000000 |
2459776 | not_connected | 100.00% | 39.27% | 10.16% | 0.00% | 100.00% | 0.00% | 32.102022 | 3.472733 | -0.524732 | 6.004230 | 42.815452 | 20.190445 | 147.248503 | 56.467731 | 0.4626 | 0.5134 | 0.3502 | 0.000000 | 0.000000 |
2459774 | not_connected | - | 34.58% | 30.63% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.4672 | 0.4586 | 0.3044 | nan | nan |
2459773 | not_connected | 100.00% | 91.40% | 100.00% | 0.00% | 100.00% | 0.00% | 21.108000 | 6.344684 | 7.447249 | 11.819804 | 4.312127 | 12.985641 | 4.236529 | -3.351574 | 0.2611 | 0.2947 | 0.1993 | 0.000000 | 0.000000 |
2459772 | not_connected | 100.00% | 91.40% | 100.00% | 0.00% | 100.00% | 0.00% | 12.562005 | 2.334924 | 2.755928 | 2.629654 | 0.292746 | 1.977713 | 2.577124 | -2.316821 | 0.2738 | 0.3110 | 0.1893 | 0.000000 | 0.000000 |
2459771 | not_connected | 100.00% | 28.03% | 48.34% | 0.00% | 100.00% | 0.00% | 13.500875 | 2.149908 | 2.399425 | 2.665952 | 0.377978 | 1.870515 | 9.769073 | -1.155829 | 0.5011 | 0.4233 | 0.3216 | 0.000000 | 0.000000 |
2459770 | not_connected | 100.00% | 96.77% | 97.31% | 0.00% | 100.00% | 0.00% | 21.098625 | 5.680077 | 4.179177 | 8.474576 | 4.012900 | 8.354923 | 25.486888 | -1.325071 | 0.2499 | 0.3113 | 0.2108 | 0.000000 | 0.000000 |
2459769 | not_connected | 100.00% | 100.00% | 94.62% | 0.00% | 100.00% | 0.00% | 24.695817 | 6.522098 | 5.540740 | 10.819092 | 4.200167 | 11.036379 | 3.158256 | -1.988378 | 0.2485 | 0.3072 | 0.2102 | 0.000000 | 0.000000 |
2459768 | 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 |
2459767 | not_connected | 100.00% | 94.62% | 83.87% | 0.00% | 100.00% | 0.00% | 17.508880 | 2.964173 | 3.082019 | 2.965045 | 0.874706 | 2.300100 | 3.661673 | -2.397486 | 0.2951 | 0.3597 | 0.2016 | 0.000000 | 0.000000 |
2459766 | not_connected | 100.00% | 97.31% | 83.87% | 0.00% | 100.00% | 0.00% | 16.432949 | 2.585504 | 2.826897 | 2.559878 | 0.856639 | 1.821600 | 5.484827 | -1.889975 | 0.2615 | 0.3296 | 0.2216 | 0.000000 | 0.000000 |
2459765 | not_connected | 100.00% | 94.62% | 81.18% | 0.00% | 100.00% | 0.00% | 31.917353 | 7.961865 | 7.516676 | 14.377130 | 4.834188 | 9.486768 | 5.521978 | -3.274695 | 0.2596 | 0.3299 | 0.2276 | 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% | 20.557468 | 3.554740 | 3.213286 | 5.903742 | 2.447038 | 1.761006 | 4.412357 | 1.140239 | 0.5031 | 0.4909 | 0.3595 | 0.000000 | 0.000000 |
2459761 | not_connected | 100.00% | 78.49% | 67.74% | 0.00% | 100.00% | 0.00% | 26.602215 | 6.294017 | 5.269654 | 9.505246 | 5.351843 | 8.061107 | 11.346599 | -1.738215 | 0.2897 | 0.3665 | 0.2522 | 0.000000 | 0.000000 |
2459760 | not_connected | 100.00% | 75.81% | 65.05% | 0.00% | 100.00% | 0.00% | 27.644531 | 6.838392 | 5.462437 | 11.722279 | 14.442743 | 20.723292 | 26.605465 | -0.988701 | 0.2939 | 0.3692 | 0.2572 | 0.000000 | 0.000000 |
2459759 | 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 |
2459758 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.854225 | 3.345301 | 2.823515 | 4.809362 | 1.734440 | 3.249432 | 5.781860 | -1.488175 | 0.0747 | 0.0817 | 0.0301 | 0.000000 | 0.000000 |
2459757 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.339413 | 2.540251 | 2.670629 | 4.403149 | 1.210400 | 3.367461 | 5.518042 | -0.695261 | 0.0778 | 0.0707 | 0.0274 | 0.000000 | 0.000000 |
2459755 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.998614 | 2.510172 | 2.850252 | 3.066503 | 3.315788 | 5.165769 | 13.530692 | -0.115206 | 0.0747 | 0.0801 | 0.0293 | 0.000000 | 0.000000 |
2459754 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.504452 | 1.817897 | 2.422090 | 2.558366 | 2.992113 | 3.056679 | 14.830945 | -0.286343 | 0.0775 | 0.0821 | 0.0298 | 0.000000 | 0.000000 |
2459753 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.024383 | 2.546864 | 3.099097 | 3.351071 | 5.866733 | 2.395471 | 34.643393 | 0.555932 | 0.0793 | 0.0858 | 0.0311 | 0.000000 | 0.000000 |
2459752 | not_connected | 100.00% | 54.30% | 54.30% | 0.00% | 100.00% | 0.00% | 27.906614 | 5.168459 | 7.486657 | 11.854276 | 8.141387 | 10.745207 | 10.713408 | -0.049871 | 0.2493 | 0.2993 | 0.1941 | 0.000000 | 0.000000 |
2459750 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.696728 | 5.874227 | 6.925747 | 10.781425 | 6.772794 | 14.086617 | 13.808372 | -0.698803 | 0.0818 | 0.0738 | 0.0294 | 0.000000 | 0.000000 |
2459749 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.383474 | 2.214472 | 3.031985 | 2.990032 | 1.918876 | 1.578008 | 11.829856 | -0.223040 | 0.0961 | 0.1024 | 0.0381 | 0.000000 | 0.000000 |
2459748 | not_connected | 100.00% | 38.17% | 24.73% | 0.00% | 100.00% | 0.00% | 22.696531 | 2.517174 | 3.765110 | 5.559883 | 3.487207 | 3.590206 | 3.130025 | -2.103158 | 0.3823 | 0.4824 | 0.3494 | 0.000000 | 0.000000 |
2459747 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.251968 | 1.062538 | 7.949844 | 14.667936 | 0.275983 | 0.938447 | 4.650169 | 3.802935 | 0.0887 | 0.0492 | 0.0151 | nan | nan |
2459746 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.125594 | 3.038255 | 11.105578 | 22.387920 | 0.803939 | 2.532199 | 4.289141 | 1.976210 | 0.0913 | 0.0581 | 0.0186 | nan | nan |
2459745 | not_connected | 100.00% | 27.42% | 16.67% | 0.00% | 100.00% | 0.00% | 21.831277 | 2.042133 | 2.651853 | 2.367500 | 2.226442 | 1.407949 | 22.816385 | -1.638921 | 0.4081 | 0.5075 | 0.3690 | 0.000000 | 0.000000 |
2459744 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.182535 | 1.262152 | 8.349404 | 15.083991 | -0.364907 | 2.622091 | 5.913607 | 4.821594 | 0.0695 | 0.0460 | 0.0102 | nan | nan |
2459743 | not_connected | 100.00% | 21.63% | 47.05% | 0.00% | 100.00% | 0.00% | 24.077587 | 5.323178 | 10.351185 | 16.988235 | 6.943521 | 13.380181 | 4.828025 | -1.652853 | 0.4986 | 0.4365 | 0.3325 | 0.000000 | 0.000000 |
2459742 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.355521 | 1.800763 | 11.123488 | 20.809460 | 2.207825 | 6.919513 | 3.681131 | 3.598975 | 0.0657 | 0.0507 | 0.0137 | nan | nan |
2459741 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.998939 | 3.222339 | 15.475598 | 27.653819 | 3.132792 | 6.695107 | 4.948862 | 2.213191 | 0.0701 | 0.0498 | 0.0143 | nan | nan |
2459740 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.263852 | 1.185378 | 15.895555 | 27.882051 | 1.688233 | 3.312453 | 6.419678 | 5.324689 | 0.0831 | 0.0441 | 0.0108 | nan | nan |
2459738 | not_connected | 100.00% | 3.23% | 0.00% | 0.00% | 100.00% | 0.00% | 29.087805 | 3.828723 | 8.019448 | 14.867044 | 9.465373 | 7.399679 | 4.010850 | -1.862860 | 0.4535 | 0.5580 | 0.3982 | 0.000000 | 0.000000 |
2459736 | not_connected | 100.00% | 21.09% | 38.94% | 0.00% | 100.00% | 0.00% | 15.109726 | 2.216442 | 2.954940 | 3.786164 | 1.453085 | 3.336849 | 2.555625 | -1.270292 | 0.5069 | 0.4428 | 0.3425 | 0.000000 | 0.000000 |
2459734 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.660417 | 0.919025 | 8.437026 | 14.803982 | 1.902194 | 4.264289 | 3.282549 | 2.423502 | 0.0714 | 0.0490 | 0.0118 | nan | nan |
2459733 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.262135 | 0.828982 | 8.284023 | 15.046869 | 0.472891 | 0.667768 | 3.637659 | 3.256140 | 0.0723 | 0.0477 | 0.0117 | nan | nan |
2459732 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.212079 | 1.026250 | 9.025646 | 16.131423 | 0.902438 | 2.412339 | 4.080291 | 3.873101 | 0.0647 | 0.0438 | 0.0107 | nan | nan |
2459731 | not_connected | 100.00% | 16.13% | 0.00% | 0.00% | 100.00% | 0.00% | 32.646866 | 3.817619 | 5.936528 | 11.110533 | 17.252569 | 20.630859 | 3.307155 | -1.500280 | 0.4610 | 0.5538 | 0.3774 | 0.000000 | 0.000000 |
2459730 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.669382 | 0.882164 | 8.238333 | 15.301689 | 1.154852 | 1.432042 | 3.891286 | 3.660459 | 0.0814 | 0.0485 | 0.0135 | nan | nan |
2459728 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.093718 | 0.429586 | 8.598346 | 15.604797 | 1.322661 | 4.945610 | 2.372451 | 3.318397 | 0.0895 | 0.0662 | 0.0173 | nan | nan |
2459726 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.882427 | 0.297430 | 6.260209 | 11.681511 | -0.356024 | 5.130890 | 3.816646 | 4.537855 | 0.0674 | 0.0532 | 0.0110 | nan | nan |
2459724 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.213899 | 0.581352 | 7.652913 | 13.846125 | 1.310493 | 6.178611 | 5.100473 | 3.807932 | 0.0728 | 0.0555 | 0.0120 | nan | nan |
2459723 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.399317 | 0.396660 | 6.926491 | 12.630800 | 0.657574 | 0.696372 | 2.662756 | 3.302201 | 0.0932 | 0.0562 | 0.0149 | nan | nan |
2459722 | not_connected | 100.00% | 25.43% | 39.50% | 0.00% | 100.00% | 0.00% | 30.477561 | 6.259729 | 8.982614 | 12.591061 | 5.971829 | 11.186912 | 10.195530 | -1.221665 | 0.4931 | 0.4384 | 0.3653 | 0.000000 | 0.000000 |
2459720 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.808209 | 0.323976 | 7.549596 | 14.025096 | 1.425185 | 6.155938 | 1.930051 | 5.130810 | 0.0716 | 0.0531 | 0.0116 | nan | nan |
2459719 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.254122 | 0.465231 | 6.639871 | 12.071804 | 3.930663 | 11.417876 | 4.860631 | 10.327891 | 0.0611 | 0.0430 | 0.0101 | nan | nan |
2459718 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.697905 | 0.591784 | 9.057839 | 15.557770 | 4.705251 | 13.118073 | 8.727488 | 18.694728 | 0.0649 | 0.0516 | 0.0095 | nan | nan |
2459717 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.507356 | 0.510950 | 6.701248 | 11.869746 | 1.192578 | 3.261379 | 4.619407 | 7.779111 | 0.0639 | 0.0472 | 0.0093 | nan | nan |
2459716 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.459099 | 0.238290 | 6.727381 | 11.861077 | 1.571196 | 3.109479 | 4.235629 | 3.668928 | 0.0798 | 0.0487 | 0.0113 | nan | nan |
2459715 | not_connected | 100.00% | 35.19% | 44.40% | 0.00% | 100.00% | 0.00% | 24.944613 | 5.002783 | 8.228759 | 12.476459 | 6.875483 | 12.675832 | 5.067070 | -1.953281 | 0.4540 | 0.4227 | 0.3708 | 0.000000 | 0.000000 |
2459713 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.498836 | 2.307552 | 8.164752 | 16.944513 | 1.118201 | 2.494966 | 3.801112 | 4.596882 | 0.1019 | 0.0556 | 0.0171 | nan | nan |
2459712 | not_connected | 100.00% | 51.08% | 75.27% | 0.00% | 100.00% | 0.00% | 16.863555 | 7.377282 | 12.890030 | 15.937258 | 4.443335 | 13.978359 | 8.358483 | -1.266408 | 0.3873 | 0.3539 | 0.2626 | 0.000000 | 0.000000 |
2459711 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.367521 | 1.000479 | 3.976477 | 8.763445 | 0.693120 | 0.847350 | 2.883082 | 1.380138 | 0.0867 | 0.0439 | 0.0148 | nan | nan |
2459710 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.230827 | 1.198149 | 5.062721 | 10.984906 | -0.007680 | 2.505838 | 1.689083 | 2.100043 | 0.0968 | 0.0475 | 0.0137 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 23.323948 | 4.422720 | 23.323948 | 16.080061 | 1.288605 | 13.980649 | 18.021467 | -1.082315 | 7.085128 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 17.583689 | 10.563000 | 16.967040 | 17.582350 | 2.934323 | 17.583689 | 12.133582 | 0.542088 | 14.372550 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 17.957023 | 11.172785 | 17.957023 | 11.810708 | 1.963365 | 14.707155 | 10.072901 | 2.745714 | 6.692447 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 26.020076 | 26.020076 | 9.034577 | 1.072141 | 18.917019 | 22.272514 | 25.081854 | 8.785181 | 1.327349 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 16.300531 | 16.300531 | 10.003729 | 3.283096 | 16.022776 | 8.716350 | 13.215504 | 13.344166 | 0.199235 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 18.668250 | 11.721402 | 18.668250 | 14.515860 | 2.423702 | 14.493595 | 9.672868 | 0.092611 | 2.365224 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 22.696611 | 22.696611 | 14.005312 | 3.296108 | 19.560917 | 10.483415 | 13.977067 | 18.310549 | 2.037289 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 23.578059 | 11.616046 | 20.998204 | 16.858198 | 1.555961 | 23.578059 | 17.585593 | 0.182431 | 4.074560 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 24.800587 | 11.768887 | 18.913183 | 14.302588 | 2.724868 | 24.800587 | 16.936302 | 1.389322 | 12.036331 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 20.149689 | 12.441022 | 20.149689 | 13.422355 | 2.854750 | 12.816784 | 10.530799 | 3.722662 | 8.165604 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 19.051280 | 19.051280 | 11.563220 | 2.686866 | 13.862473 | 8.102564 | 10.271375 | 10.744543 | 2.279096 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 16.095945 | 10.068287 | 16.095945 | 13.559131 | 2.852683 | 12.226495 | 10.190372 | 3.009448 | 11.045148 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 34.682856 | 17.353299 | 10.760920 | 3.033624 | 17.918200 | 9.045511 | 11.639556 | 34.682856 | 5.593924 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 22.728199 | 12.153974 | 20.381412 | 13.952023 | 2.523711 | 13.082085 | 10.063957 | 4.459773 | 22.728199 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 21.815985 | 19.727206 | 11.884725 | 2.257332 | 14.842089 | 11.903134 | 15.827533 | 21.815985 | 7.095634 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 16.993351 | 15.652996 | 9.601624 | 2.572184 | 13.950908 | 12.141991 | 16.993351 | 13.004275 | 2.848297 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 23.729735 | 23.729735 | 8.986735 | 0.997210 | 17.779257 | 20.688276 | 22.081322 | 3.197618 | 0.487538 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 19.568333 | 19.203897 | 11.593035 | 3.729566 | 19.568333 | 12.888918 | 18.739773 | 4.225461 | 1.299589 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 29.562644 | 18.207855 | 29.562644 | 18.296262 | 3.421136 | 26.006387 | 17.850331 | 1.065901 | 10.081508 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 27.450868 | 15.875158 | 26.312949 | 19.498898 | 4.402499 | 25.965265 | 20.223419 | 2.176803 | 27.450868 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 27.497558 | 13.374410 | 23.226669 | 20.378540 | 4.486453 | 27.497558 | 21.133534 | 0.303018 | 4.187193 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 23.326380 | 23.326380 | 12.661718 | 3.018299 | 17.187923 | 13.770883 | 18.882762 | 9.449345 | 0.340759 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 29.069344 | 13.787838 | 24.734725 | 20.836693 | 3.478402 | 29.069344 | 21.591215 | 0.456329 | 6.873447 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Variability | 29.569414 | 22.508007 | 12.879779 | 3.236699 | 25.362300 | 22.251377 | 29.569414 | 7.631910 | -0.752639 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 20.087838 | 10.271747 | 20.087838 | 6.376954 | 0.555735 | 12.726178 | 9.792697 | 0.451816 | 6.938470 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 18.939803 | 9.452864 | 18.939803 | 3.116706 | -0.172499 | 7.232211 | 4.913734 | -0.480576 | 2.185050 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 3.672483 | 3.672483 | 0.885452 | 0.229405 | 0.210761 | -2.403385 | -2.113717 | 0.926653 | -1.163884 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 16.000362 | 5.785017 | 16.000362 | 4.887328 | -0.207845 | 11.960487 | 10.881299 | -0.728150 | 2.188946 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 147.248503 | 32.102022 | 3.472733 | -0.524732 | 6.004230 | 42.815452 | 20.190445 | 147.248503 | 56.467731 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 21.108000 | 6.344684 | 21.108000 | 11.819804 | 7.447249 | 12.985641 | 4.312127 | -3.351574 | 4.236529 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 12.562005 | 12.562005 | 2.334924 | 2.755928 | 2.629654 | 0.292746 | 1.977713 | 2.577124 | -2.316821 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 13.500875 | 2.149908 | 13.500875 | 2.665952 | 2.399425 | 1.870515 | 0.377978 | -1.155829 | 9.769073 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 25.486888 | 5.680077 | 21.098625 | 8.474576 | 4.179177 | 8.354923 | 4.012900 | -1.325071 | 25.486888 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 24.695817 | 6.522098 | 24.695817 | 10.819092 | 5.540740 | 11.036379 | 4.200167 | -1.988378 | 3.158256 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 17.508880 | 17.508880 | 2.964173 | 3.082019 | 2.965045 | 0.874706 | 2.300100 | 3.661673 | -2.397486 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 16.432949 | 2.585504 | 16.432949 | 2.559878 | 2.826897 | 1.821600 | 0.856639 | -1.889975 | 5.484827 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 31.917353 | 7.961865 | 31.917353 | 14.377130 | 7.516676 | 9.486768 | 4.834188 | -3.274695 | 5.521978 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 20.557468 | 20.557468 | 3.554740 | 3.213286 | 5.903742 | 2.447038 | 1.761006 | 4.412357 | 1.140239 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 26.602215 | 6.294017 | 26.602215 | 9.505246 | 5.269654 | 8.061107 | 5.351843 | -1.738215 | 11.346599 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 27.644531 | 27.644531 | 6.838392 | 5.462437 | 11.722279 | 14.442743 | 20.723292 | 26.605465 | -0.988701 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 19.854225 | 19.854225 | 3.345301 | 2.823515 | 4.809362 | 1.734440 | 3.249432 | 5.781860 | -1.488175 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 12.339413 | 2.540251 | 12.339413 | 4.403149 | 2.670629 | 3.367461 | 1.210400 | -0.695261 | 5.518042 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 20.998614 | 20.998614 | 2.510172 | 2.850252 | 3.066503 | 3.315788 | 5.165769 | 13.530692 | -0.115206 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 17.504452 | 17.504452 | 1.817897 | 2.422090 | 2.558366 | 2.992113 | 3.056679 | 14.830945 | -0.286343 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 34.643393 | 2.546864 | 24.024383 | 3.351071 | 3.099097 | 2.395471 | 5.866733 | 0.555932 | 34.643393 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 27.906614 | 27.906614 | 5.168459 | 7.486657 | 11.854276 | 8.141387 | 10.745207 | 10.713408 | -0.049871 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 26.696728 | 26.696728 | 5.874227 | 6.925747 | 10.781425 | 6.772794 | 14.086617 | 13.808372 | -0.698803 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 23.383474 | 23.383474 | 2.214472 | 3.031985 | 2.990032 | 1.918876 | 1.578008 | 11.829856 | -0.223040 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 22.696531 | 22.696531 | 2.517174 | 3.765110 | 5.559883 | 3.487207 | 3.590206 | 3.130025 | -2.103158 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 14.667936 | 5.251968 | 1.062538 | 7.949844 | 14.667936 | 0.275983 | 0.938447 | 4.650169 | 3.802935 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | Nnan | Not Found | nn Power | 22.387920 | 3.038255 | 11.125594 | 22.387920 | 11.105578 | 2.532199 | 0.803939 | 1.976210 | 4.289141 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Temporal Discontinuties | 22.816385 | 2.042133 | 21.831277 | 2.367500 | 2.651853 | 1.407949 | 2.226442 | -1.638921 | 22.816385 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 15.083991 | 5.182535 | 1.262152 | 8.349404 | 15.083991 | -0.364907 | 2.622091 | 5.913607 | 4.821594 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 24.077587 | 24.077587 | 5.323178 | 10.351185 | 16.988235 | 6.943521 | 13.380181 | 4.828025 | -1.652853 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 20.809460 | 6.355521 | 1.800763 | 11.123488 | 20.809460 | 2.207825 | 6.919513 | 3.681131 | 3.598975 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 27.653819 | 3.222339 | 13.998939 | 27.653819 | 15.475598 | 6.695107 | 3.132792 | 2.213191 | 4.948862 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 27.882051 | 7.263852 | 1.185378 | 15.895555 | 27.882051 | 1.688233 | 3.312453 | 6.419678 | 5.324689 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 29.087805 | 29.087805 | 3.828723 | 8.019448 | 14.867044 | 9.465373 | 7.399679 | 4.010850 | -1.862860 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 15.109726 | 2.216442 | 15.109726 | 3.786164 | 2.954940 | 3.336849 | 1.453085 | -1.270292 | 2.555625 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 14.803982 | 0.919025 | 5.660417 | 14.803982 | 8.437026 | 4.264289 | 1.902194 | 2.423502 | 3.282549 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 15.046869 | 0.828982 | 5.262135 | 15.046869 | 8.284023 | 0.667768 | 0.472891 | 3.256140 | 3.637659 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 16.131423 | 1.026250 | 7.212079 | 16.131423 | 9.025646 | 2.412339 | 0.902438 | 3.873101 | 4.080291 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 32.646866 | 3.817619 | 32.646866 | 11.110533 | 5.936528 | 20.630859 | 17.252569 | -1.500280 | 3.307155 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 15.301689 | 5.669382 | 0.882164 | 8.238333 | 15.301689 | 1.154852 | 1.432042 | 3.891286 | 3.660459 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 15.604797 | 0.429586 | 5.093718 | 15.604797 | 8.598346 | 4.945610 | 1.322661 | 3.318397 | 2.372451 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 11.681511 | 0.297430 | 3.882427 | 11.681511 | 6.260209 | 5.130890 | -0.356024 | 4.537855 | 3.816646 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 13.846125 | 0.581352 | 5.213899 | 13.846125 | 7.652913 | 6.178611 | 1.310493 | 3.807932 | 5.100473 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 12.630800 | 0.396660 | 4.399317 | 12.630800 | 6.926491 | 0.696372 | 0.657574 | 3.302201 | 2.662756 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 30.477561 | 30.477561 | 6.259729 | 8.982614 | 12.591061 | 5.971829 | 11.186912 | 10.195530 | -1.221665 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 14.025096 | 3.808209 | 0.323976 | 7.549596 | 14.025096 | 1.425185 | 6.155938 | 1.930051 | 5.130810 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 12.071804 | 0.465231 | 4.254122 | 12.071804 | 6.639871 | 11.417876 | 3.930663 | 10.327891 | 4.860631 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Temporal Discontinuties | 18.694728 | 4.697905 | 0.591784 | 9.057839 | 15.557770 | 4.705251 | 13.118073 | 8.727488 | 18.694728 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 11.869746 | 4.507356 | 0.510950 | 6.701248 | 11.869746 | 1.192578 | 3.261379 | 4.619407 | 7.779111 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 11.861077 | 4.459099 | 0.238290 | 6.727381 | 11.861077 | 1.571196 | 3.109479 | 4.235629 | 3.668928 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 24.944613 | 24.944613 | 5.002783 | 8.228759 | 12.476459 | 6.875483 | 12.675832 | 5.067070 | -1.953281 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 16.944513 | 2.307552 | 5.498836 | 16.944513 | 8.164752 | 2.494966 | 1.118201 | 4.596882 | 3.801112 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | ee Shape | 16.863555 | 7.377282 | 16.863555 | 15.937258 | 12.890030 | 13.978359 | 4.443335 | -1.266408 | 8.358483 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 8.763445 | 1.000479 | 0.367521 | 8.763445 | 3.976477 | 0.847350 | 0.693120 | 1.380138 | 2.883082 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
323 | N02 | not_connected | nn Power | 10.984906 | 1.198149 | -0.230827 | 10.984906 | 5.062721 | 2.505838 | -0.007680 | 2.100043 | 1.689083 |