Antenna Season Report Notebook¶

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_summarynotebook (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.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# 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
In [3]:
# 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 = "96"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 96 Report

In [5]:
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
In [6]:
# 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 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 156 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# 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'

Load relevant info from summary CSVs¶

In [8]:
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
In [9]:
# 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')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

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.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 96, Node N11:

Out[10]:
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)
2459976 not_connected 100.00% 0.00% 0.00% 100.00% - - 11.802273 6.396478 3.326196 4.670810 3.584395 8.475789 -1.221134 -2.395465 0.2599 0.2129 -0.2532 nan nan
2459975 not_connected 100.00% 0.00% 0.00% 100.00% - - 12.347679 6.799483 3.336382 4.794400 4.447909 9.700474 -2.099908 -2.911496 0.2560 0.2074 -0.2525 nan nan
2459974 not_connected 100.00% 0.00% 0.00% 100.00% - - 10.918514 6.238165 3.507389 4.988420 4.319471 9.663035 -2.647201 -4.963731 0.2669 0.2181 -0.2536 nan nan
2459973 not_connected 100.00% 0.00% 0.00% 100.00% - - 10.940501 6.439387 3.407196 4.619597 2.850752 6.575037 -2.018203 -3.244265 0.2731 0.2258 -0.2542 nan nan
2459972 not_connected 100.00% 0.00% 0.00% 100.00% - - 12.650076 6.393314 3.708449 5.492918 4.404587 11.622742 -2.359957 -3.106683 0.2528 0.2039 -0.2539 nan nan
2459971 not_connected 100.00% 0.00% 0.00% 100.00% - - 12.162769 6.171182 3.454164 5.027286 4.427948 10.568528 -2.125875 -3.222660 0.2631 0.2140 -0.2541 nan nan
2459970 not_connected 100.00% 0.00% 0.00% 100.00% - - 12.764748 6.941809 3.748659 5.240118 4.098597 9.733001 -2.809479 -3.747774 0.2690 0.2188 -0.2514 nan nan
2459969 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.276225 14.164792 4.329559 4.942125 9.721502 11.145227 0.561402 0.393114 0.0332 0.0386 0.0028 nan nan
2459968 not_connected 100.00% 100.00% 100.00% 0.00% - - 5.980155 6.472489 4.913923 5.707373 14.442871 16.974209 6.082724 6.056660 0.0343 0.0396 0.0031 nan nan
2459967 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.662673 13.500195 4.540848 5.029700 11.611339 13.892801 0.415538 0.231431 0.0337 0.0386 0.0029 nan nan
2459966 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.608385 14.660167 4.125103 4.783431 11.570514 13.847780 0.895781 0.526393 0.0341 0.0383 0.0025 nan nan
2459965 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.415973 13.702486 3.974844 4.609370 8.411836 9.441366 1.324350 2.361638 0.0341 0.0398 0.0033 nan nan
2459964 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.090598 12.758861 4.404069 4.984603 9.539356 11.356548 5.838352 6.110626 0.0336 0.0378 0.0024 nan nan
2459963 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.475112 13.417032 5.438184 5.944353 3.100288 3.492513 3.120773 3.392107 0.0364 0.0434 0.0034 nan nan
2459962 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.405546 13.879878 5.101189 5.525399 8.177481 10.175443 2.445811 2.457430 0.0334 0.0382 0.0028 nan nan
2459961 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.739066 11.954573 4.493230 5.216082 12.318271 13.625474 5.512809 6.089628 0.0332 0.0380 0.0028 nan nan
2459960 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.313267 14.542956 4.081311 4.712507 10.106561 11.706716 2.394128 2.749698 0.0340 0.0417 0.0029 nan nan
2459959 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.255415 14.513316 4.429279 5.140564 9.158535 10.472738 0.070621 0.821282 0.0340 0.0392 0.0026 nan nan
2459958 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.029578 13.900073 3.715293 4.310343 9.614509 10.703716 -0.137641 0.267078 0.0327 0.0360 0.0021 nan nan
2459957 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.028872 12.715412 3.869522 4.414309 11.206470 12.955270 0.384935 0.318085 0.0332 0.0393 0.0030 nan nan
2459956 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.802123 13.110957 3.970467 4.639160 10.430874 10.710082 7.354546 6.515534 0.0328 0.0367 0.0023 nan nan
2459955 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.203301 11.427906 3.591705 4.085424 10.103240 11.503017 0.060584 0.250526 0.0325 0.0360 0.0020 nan nan
2459954 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.469628 12.963229 3.746793 4.360127 10.002584 11.639326 0.463866 0.553153 0.0327 0.0366 0.0020 nan nan
2459953 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.117738 12.487992 4.058809 4.649455 11.217443 12.629281 0.243826 0.241181 0.0329 0.0373 0.0022 nan nan
2459952 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.342131 13.844735 4.275189 4.967814 8.370102 9.607027 1.361879 1.471703 0.0329 0.0373 0.0022 nan nan
2459951 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.251708 11.357533 4.727609 5.255295 7.609386 8.499426 1.479716 0.962574 0.0333 0.0401 0.0034 nan nan
2459950 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.326582 13.472685 4.983861 5.473424 9.807916 11.568030 0.287768 -0.422410 0.0328 0.0376 0.0025 nan nan
2459949 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.465584 13.614125 4.866786 5.446533 8.484507 9.558596 0.595688 0.150186 0.0333 0.0396 0.0031 nan nan
2459948 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.608498 13.126452 5.522799 6.405001 7.892056 8.237394 2.484620 3.771880 0.0372 0.0459 0.0041 nan nan
2459947 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.816177 13.011301 4.033995 4.572911 7.495466 8.744400 6.271044 3.137037 0.0358 0.0438 0.0038 nan nan
2459946 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.027250 12.228065 3.346808 4.166421 10.531471 11.658194 1.535385 1.578161 0.0329 0.0369 0.0023 nan nan
2459945 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.711777 11.730857 3.478367 4.160257 8.585553 8.983249 1.244498 0.980120 0.0342 0.0402 0.0033 nan nan
2459944 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.398243 11.517688 3.687298 4.342737 7.850266 8.226503 0.430450 0.600748 0.0332 0.0378 0.0027 nan nan
2459943 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.527831 10.484951 3.868437 4.487834 6.648673 6.846131 0.023999 -0.021163 0.0333 0.0392 0.0029 nan nan
2459942 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.092277 13.231444 3.900554 4.508747 8.667418 9.179234 2.071893 1.353228 0.0340 0.0411 0.0038 nan nan
2459941 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.439760 12.739817 3.357828 4.138136 8.215409 9.213306 0.379207 0.475755 0.0330 0.0376 0.0026 nan nan
2459940 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.109972 12.311191 3.408530 4.203076 7.734521 8.660466 1.175352 1.118480 0.0335 0.0384 0.0026 nan nan
2459939 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.069673 12.110974 3.502910 4.141627 7.045953 7.684317 0.868625 0.307288 0.0337 0.0386 0.0024 nan nan
2459938 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.588504 11.510777 3.909816 4.528301 6.417791 7.068713 0.703916 0.625983 0.0341 0.0408 0.0032 nan nan
2459937 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.381848 12.614055 3.809532 4.401924 7.322305 7.768362 3.346286 4.235037 0.0377 0.0436 0.0033 nan nan
2459936 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.674427 11.983070 4.692752 5.106180 8.547937 9.221043 6.799875 6.365882 0.0348 0.0391 0.0025 nan nan
2459935 not_connected 100.00% 100.00% 100.00% 0.00% - - 19.234495 20.370354 3.414611 4.250889 9.750831 10.347061 2.023098 1.770160 0.0337 0.0389 0.0026 nan nan
2459934 not_connected 100.00% 100.00% 100.00% 0.00% - - 26.190506 27.163056 3.928921 4.597853 8.444090 8.497952 0.835984 0.401418 nan nan nan nan nan
2459933 not_connected 100.00% 100.00% 100.00% 0.00% - - 21.443401 22.220680 4.129654 4.760091 8.287567 8.170860 0.692681 0.045426 nan nan nan nan nan
2459932 not_connected 100.00% 100.00% 100.00% 0.00% - - 25.271248 26.870680 4.427328 5.269045 3.410716 2.814537 3.233224 2.340142 nan nan nan nan nan
2459931 not_connected 100.00% 100.00% 100.00% 0.00% - - 23.543796 24.631421 4.522580 5.115711 6.543986 7.293590 1.215598 1.025472 nan nan nan nan nan
2459930 not_connected 100.00% 100.00% 100.00% 0.00% - - 20.499309 21.346486 3.808793 4.611743 6.328132 6.909938 1.495665 0.682227 nan nan nan nan nan
2459929 not_connected 100.00% 100.00% 100.00% 0.00% - - 6.699680 10.893565 5.493707 5.947693 1.583231 1.769345 1.771823 1.309531 0.0343 0.0407 0.0032 nan nan
2459928 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.754243 11.494964 4.047894 4.663585 8.598485 8.956507 1.256853 0.815630 0.0335 0.0375 0.0024 nan nan
2459927 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.934663 13.484988 4.337958 5.035319 3.431069 1.608791 1.591924 1.234795 0.0375 0.0463 0.0041 nan nan
2459926 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.385072 13.454939 3.828507 4.290419 1.040147 1.373342 0.765762 0.955010 0.0340 0.0407 0.0032 nan nan
2459925 not_connected 100.00% 100.00% 100.00% 0.00% - - 7.932999 8.404636 5.127027 5.699920 4.693176 5.730658 3.053506 1.869371 0.0349 0.0411 0.0029 nan nan
2459924 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.606344 12.559859 4.536736 4.952766 6.830128 7.211476 0.801451 0.613296 0.0339 0.0399 0.0027 nan nan
2459923 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.876839 14.046683 4.206432 4.975783 5.843742 5.773942 2.461090 1.655666 0.0354 0.0402 0.0028 nan nan
2459922 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.368064 12.644630 2.728902 3.394627 9.794152 9.880190 0.717178 0.537439 0.0341 0.0386 0.0029 nan nan
2459921 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.698863 11.328049 2.949997 3.624111 6.993146 7.113999 1.808543 1.460139 0.0337 0.0400 0.0031 nan nan
2459919 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.490458 12.144152 3.618070 4.214976 9.094646 10.262796 1.682115 1.483982 0.0342 0.0409 0.0035 nan nan
2459918 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.978288 13.722958 3.612761 4.184091 6.840726 6.669697 2.427156 0.957535 0.0331 0.0384 0.0028 nan nan
2459917 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.984501 11.513742 3.515681 4.091167 4.992225 7.731042 1.223307 0.682554 0.0328 0.0370 0.0022 nan nan
2459916 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.340967 12.001820 3.820213 4.304171 7.244932 7.667514 1.848674 1.434652 0.0331 0.0390 0.0033 nan nan
2459915 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.951252 12.821397 4.403462 4.888749 7.744785 7.513759 4.067093 2.876541 0.0359 0.0436 0.0040 nan nan
2459914 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.920950 14.102636 4.507727 5.072935 8.531695 9.090694 6.820101 6.501171 0.0335 0.0392 0.0032 nan nan
2459913 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.936810 14.003884 3.678756 4.328886 8.908337 9.120118 5.822111 2.160685 0.0331 0.0371 0.0027 nan nan
2459912 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.921891 11.938525 3.216708 4.050392 8.648953 8.014420 0.841742 0.853805 0.0338 0.0393 0.0030 nan nan
2459911 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.530996 11.255569 3.593036 4.261819 8.401493 7.256826 0.548511 0.260585 0.0331 0.0373 0.0024 nan nan
2459910 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.758133 11.608277 3.612467 4.257635 8.601044 7.578053 0.410622 -0.040357 0.0330 0.0369 0.0023 nan nan
2459909 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.309013 12.083238 3.496214 4.175176 7.384823 6.204312 0.808934 0.412806 0.0328 0.0365 0.0022 nan nan
2459908 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.896851 12.836076 3.413454 4.125572 6.293426 5.636688 1.134876 0.591946 0.0331 0.0375 0.0027 nan nan
2459907 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.878734 12.994405 3.640528 4.420108 6.746496 6.056793 1.094340 0.692380 0.0346 0.0405 0.0033 nan nan
2459906 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.661412 13.037955 3.743529 4.469718 7.806543 8.311379 1.191890 1.002420 0.0328 0.0371 0.0024 nan nan
2459905 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.176586 12.138057 3.679845 4.280515 12.218037 13.398574 0.642211 0.350882 0.0325 0.0358 0.0020 nan nan
2459904 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.910083 12.237181 4.037919 4.759831 8.861395 10.097553 2.234326 1.619572 0.0325 0.0357 0.0020 nan nan
2459903 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.628135 13.038132 4.081601 4.752003 7.082884 7.773032 2.495063 1.593796 0.0326 0.0362 0.0023 nan nan
2459902 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.259240 14.511034 4.281508 4.816718 7.653540 8.125085 1.167687 0.713364 0.0336 0.0388 0.0028 nan nan
2459901 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.471894 14.804430 3.786298 4.455034 6.966945 7.050396 0.952165 0.660702 0.0346 0.0401 0.0031 nan nan
2459900 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.173595 15.002830 4.112304 4.860751 8.828788 7.537154 0.912528 0.677679 0.0332 0.0376 0.0025 nan nan
2459898 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.795932 12.267520 3.689842 4.400274 8.135603 9.290660 1.729075 1.281220 0.0334 0.0374 0.0023 nan nan
2459897 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.539000 12.005516 3.652359 4.567762 9.333257 9.916151 1.596088 1.181670 0.0327 0.0359 0.0020 nan nan
2459896 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.817262 12.160234 3.943635 4.650980 9.842981 10.939186 1.030514 0.562768 0.0328 0.0369 0.0026 nan nan
2459895 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.545036 14.879020 5.117509 5.608208 10.089610 10.954293 6.003742 5.504951 0.0332 0.0372 0.0024 nan nan
2459894 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.484432 14.201007 3.215940 4.025216 9.689490 10.480626 1.752637 1.046720 0.0336 0.0377 0.0025 nan nan
2459893 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.801532 14.667101 3.612315 4.409731 8.113070 9.241227 2.339425 1.324367 0.0334 0.0378 0.0025 nan nan
2459892 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.892225 14.470662 4.294542 5.070174 6.494966 6.995694 1.507390 1.081061 0.0345 0.0406 0.0036 nan nan
2459891 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.453154 13.309214 4.079719 5.018698 8.476806 10.355044 1.374451 0.947056 0.0331 0.0375 0.0026 nan nan
2459890 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.116427 13.534661 5.093932 5.757802 8.070383 9.070402 0.564484 0.050829 0.0328 0.0365 0.0021 nan nan
2459889 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.428615 15.343470 3.787374 4.731767 10.951766 12.870452 2.245391 1.449873 0.0339 0.0387 0.0027 nan nan
2459888 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.262846 12.782140 4.905098 5.592845 9.857036 11.804934 2.172085 2.073689 0.0336 0.0388 0.0030 nan nan
2459887 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.010018 13.686997 5.062053 5.498809 7.381857 10.310278 0.915824 0.780509 0.0338 0.0388 0.0029 nan nan
2459886 not_connected 100.00% 100.00% 100.00% 0.00% - - 16.928945 18.538846 4.545587 5.033995 6.443787 8.089331 2.562999 2.029831 0.0352 0.0418 0.0037 nan nan
2459885 not_connected 100.00% 100.00% 100.00% 0.00% - - 20.631144 22.392025 24.945492 26.703802 14.248975 19.496402 17.206890 12.013107 0.0334 0.0376 0.0023 nan nan
2459884 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.481932 12.862059 4.710346 5.348999 7.949514 9.933694 0.924988 0.405680 0.0329 0.0391 0.0043 nan nan
2459883 not_connected 100.00% 100.00% 100.00% 0.00% - - 16.082947 17.898514 23.068877 24.466636 7.855841 10.852847 3.691600 2.882901 0.0334 0.0420 0.0055 nan nan
2459882 not_connected 100.00% 100.00% 100.00% 0.00% - - 26.813255 29.225252 24.655558 26.770205 11.135148 15.250633 1.627256 1.261407 0.0344 0.0398 0.0036 nan nan
2459881 not_connected 100.00% 100.00% 100.00% 0.00% - - 15.139161 16.672265 28.559713 30.666963 21.997548 30.518098 6.357405 13.820961 0.0330 0.0401 0.0049 nan nan
2459880 not_connected 100.00% 100.00% 100.00% 0.00% - - 18.376234 20.278631 24.191615 25.456623 6.719644 9.262487 1.652108 0.787989 0.0330 0.0400 0.0047 nan nan
2459879 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.647505 10.884125 4.322650 4.896789 1.367276 2.034150 1.907303 1.322151 0.0329 0.0393 0.0044 nan nan
2459878 not_connected 100.00% 100.00% 100.00% 0.00% - - 16.524218 18.114469 29.353530 30.783257 11.505065 15.753377 5.413207 3.532721 0.0352 0.0429 0.0049 nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
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

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

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.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 96: 2459976

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
96 N11 not_connected ee Shape 11.802273 6.396478 11.802273 4.670810 3.326196 8.475789 3.584395 -2.395465 -1.221134

Antenna 96: 2459975

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
96 N11 not_connected ee Shape 12.347679 12.347679 6.799483 3.336382 4.794400 4.447909 9.700474 -2.099908 -2.911496

Antenna 96: 2459974

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
96 N11 not_connected ee Shape 10.918514 10.918514 6.238165 3.507389 4.988420 4.319471 9.663035 -2.647201 -4.963731

Antenna 96: 2459973

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
96 N11 not_connected ee Shape 10.940501 10.940501 6.439387 3.407196 4.619597 2.850752 6.575037 -2.018203 -3.244265

Antenna 96: 2459972

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
96 N11 not_connected ee Shape 12.650076 12.650076 6.393314 3.708449 5.492918 4.404587 11.622742 -2.359957 -3.106683

Antenna 96: 2459971

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
96 N11 not_connected ee Shape 12.162769 12.162769 6.171182 3.454164 5.027286 4.427948 10.568528 -2.125875 -3.222660

Antenna 96: 2459970

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
96 N11 not_connected ee Shape 12.764748 6.941809 12.764748 5.240118 3.748659 9.733001 4.098597 -3.747774 -2.809479

Antenna 96: 2459969

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
96 N11 not_connected nn Shape 14.164792 12.276225 14.164792 4.329559 4.942125 9.721502 11.145227 0.561402 0.393114

Antenna 96: 2459968

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
96 N11 not_connected nn Temporal Variability 16.974209 5.980155 6.472489 4.913923 5.707373 14.442871 16.974209 6.082724 6.056660

Antenna 96: 2459967

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
96 N11 not_connected nn Temporal Variability 13.892801 11.662673 13.500195 4.540848 5.029700 11.611339 13.892801 0.415538 0.231431

Antenna 96: 2459966

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
96 N11 not_connected nn Shape 14.660167 14.660167 12.608385 4.783431 4.125103 13.847780 11.570514 0.526393 0.895781

Antenna 96: 2459965

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
96 N11 not_connected nn Shape 13.702486 13.702486 11.415973 4.609370 3.974844 9.441366 8.411836 2.361638 1.324350

Antenna 96: 2459962

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
96 N11 not_connected nn Shape 13.879878 13.879878 12.405546 5.525399 5.101189 10.175443 8.177481 2.457430 2.445811

Antenna 96: 2459961

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
96 N11 not_connected nn Temporal Variability 13.625474 11.954573 10.739066 5.216082 4.493230 13.625474 12.318271 6.089628 5.512809

Antenna 96: 2459960

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
96 N11 not_connected nn Shape 14.542956 14.542956 12.313267 4.712507 4.081311 11.706716 10.106561 2.749698 2.394128

Antenna 96: 2459959

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
96 N11 not_connected nn Shape 14.513316 12.255415 14.513316 4.429279 5.140564 9.158535 10.472738 0.070621 0.821282

Antenna 96: 2459958

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
96 N11 not_connected nn Shape 13.900073 13.900073 12.029578 4.310343 3.715293 10.703716 9.614509 0.267078 -0.137641

Antenna 96: 2459957

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
96 N11 not_connected nn Temporal Variability 12.955270 12.715412 11.028872 4.414309 3.869522 12.955270 11.206470 0.318085 0.384935

Antenna 96: 2459956

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
96 N11 not_connected nn Shape 13.110957 13.110957 11.802123 4.639160 3.970467 10.710082 10.430874 6.515534 7.354546

Antenna 96: 2459955

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
96 N11 not_connected nn Temporal Variability 11.503017 10.203301 11.427906 3.591705 4.085424 10.103240 11.503017 0.060584 0.250526

Antenna 96: 2459954

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
96 N11 not_connected nn Shape 12.963229 12.963229 11.469628 4.360127 3.746793 11.639326 10.002584 0.553153 0.463866

Antenna 96: 2459953

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
96 N11 not_connected nn Temporal Variability 12.629281 12.487992 11.117738 4.649455 4.058809 12.629281 11.217443 0.241181 0.243826

Antenna 96: 2459952

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
96 N11 not_connected nn Shape 13.844735 13.844735 12.342131 4.967814 4.275189 9.607027 8.370102 1.471703 1.361879

Antenna 96: 2459951

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
96 N11 not_connected nn Shape 11.357533 11.357533 10.251708 5.255295 4.727609 8.499426 7.609386 0.962574 1.479716

Antenna 96: 2459950

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
96 N11 not_connected nn Shape 13.472685 13.472685 12.326582 5.473424 4.983861 11.568030 9.807916 -0.422410 0.287768

Antenna 96: 2459949

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
96 N11 not_connected nn Shape 13.614125 12.465584 13.614125 4.866786 5.446533 8.484507 9.558596 0.595688 0.150186

Antenna 96: 2459948

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
96 N11 not_connected nn Shape 13.126452 11.608498 13.126452 5.522799 6.405001 7.892056 8.237394 2.484620 3.771880

Antenna 96: 2459947

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
96 N11 not_connected nn Shape 13.011301 13.011301 11.816177 4.572911 4.033995 8.744400 7.495466 3.137037 6.271044

Antenna 96: 2459946

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
96 N11 not_connected nn Shape 12.228065 12.228065 11.027250 4.166421 3.346808 11.658194 10.531471 1.578161 1.535385

Antenna 96: 2459945

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
96 N11 not_connected nn Shape 11.730857 11.730857 10.711777 4.160257 3.478367 8.983249 8.585553 0.980120 1.244498

Antenna 96: 2459944

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
96 N11 not_connected nn Shape 11.517688 10.398243 11.517688 3.687298 4.342737 7.850266 8.226503 0.430450 0.600748

Antenna 96: 2459943

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
96 N11 not_connected nn Shape 10.484951 10.484951 9.527831 4.487834 3.868437 6.846131 6.648673 -0.021163 0.023999

Antenna 96: 2459942

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
96 N11 not_connected nn Shape 13.231444 13.231444 12.092277 4.508747 3.900554 9.179234 8.667418 1.353228 2.071893

Antenna 96: 2459941

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
96 N11 not_connected nn Shape 12.739817 12.739817 11.439760 4.138136 3.357828 9.213306 8.215409 0.475755 0.379207

Antenna 96: 2459940

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
96 N11 not_connected nn Shape 12.311191 12.311191 11.109972 4.203076 3.408530 8.660466 7.734521 1.118480 1.175352

Antenna 96: 2459939

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
96 N11 not_connected nn Shape 12.110974 12.110974 11.069673 4.141627 3.502910 7.684317 7.045953 0.307288 0.868625

Antenna 96: 2459938

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
96 N11 not_connected nn Shape 11.510777 11.510777 10.588504 4.528301 3.909816 7.068713 6.417791 0.625983 0.703916

Antenna 96: 2459937

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
96 N11 not_connected nn Shape 12.614055 11.381848 12.614055 3.809532 4.401924 7.322305 7.768362 3.346286 4.235037

Antenna 96: 2459936

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
96 N11 not_connected nn Shape 11.983070 10.674427 11.983070 4.692752 5.106180 8.547937 9.221043 6.799875 6.365882

Antenna 96: 2459935

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
96 N11 not_connected nn Shape 20.370354 20.370354 19.234495 4.250889 3.414611 10.347061 9.750831 1.770160 2.023098

Antenna 96: 2459934

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
96 N11 not_connected nn Shape 27.163056 26.190506 27.163056 3.928921 4.597853 8.444090 8.497952 0.835984 0.401418

Antenna 96: 2459933

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
96 N11 not_connected nn Shape 22.220680 22.220680 21.443401 4.760091 4.129654 8.170860 8.287567 0.045426 0.692681

Antenna 96: 2459932

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
96 N11 not_connected nn Shape 26.870680 26.870680 25.271248 5.269045 4.427328 2.814537 3.410716 2.340142 3.233224

Antenna 96: 2459931

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
96 N11 not_connected nn Shape 24.631421 23.543796 24.631421 4.522580 5.115711 6.543986 7.293590 1.215598 1.025472

Antenna 96: 2459930

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
96 N11 not_connected nn Shape 21.346486 20.499309 21.346486 3.808793 4.611743 6.328132 6.909938 1.495665 0.682227

Antenna 96: 2459929

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
96 N11 not_connected nn Shape 10.893565 10.893565 6.699680 5.947693 5.493707 1.769345 1.583231 1.309531 1.771823

Antenna 96: 2459928

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
96 N11 not_connected nn Shape 11.494964 11.494964 10.754243 4.663585 4.047894 8.956507 8.598485 0.815630 1.256853

Antenna 96: 2459927

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
96 N11 not_connected nn Shape 13.484988 13.484988 11.934663 5.035319 4.337958 1.608791 3.431069 1.234795 1.591924

Antenna 96: 2459926

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
96 N11 not_connected nn Shape 13.454939 13.454939 10.385072 4.290419 3.828507 1.373342 1.040147 0.955010 0.765762

Antenna 96: 2459925

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
96 N11 not_connected nn Shape 8.404636 7.932999 8.404636 5.127027 5.699920 4.693176 5.730658 3.053506 1.869371

Antenna 96: 2459924

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
96 N11 not_connected nn Shape 12.559859 11.606344 12.559859 4.536736 4.952766 6.830128 7.211476 0.801451 0.613296

Antenna 96: 2459923

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
96 N11 not_connected nn Shape 14.046683 14.046683 12.876839 4.975783 4.206432 5.773942 5.843742 1.655666 2.461090

Antenna 96: 2459922

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
96 N11 not_connected nn Shape 12.644630 12.644630 11.368064 3.394627 2.728902 9.880190 9.794152 0.537439 0.717178

Antenna 96: 2459921

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
96 N11 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 96: 2459920

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
96 N11 not_connected nn Shape 11.328049 11.328049 10.698863 3.624111 2.949997 7.113999 6.993146 1.460139 1.808543

Antenna 96: 2459919

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
96 N11 not_connected nn Shape 12.144152 11.490458 12.144152 3.618070 4.214976 9.094646 10.262796 1.682115 1.483982

Antenna 96: 2459918

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
96 N11 not_connected nn Shape 13.722958 13.722958 12.978288 4.184091 3.612761 6.669697 6.840726 0.957535 2.427156

Antenna 96: 2459917

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
96 N11 not_connected nn Shape 11.513742 11.513742 10.984501 4.091167 3.515681 7.731042 4.992225 0.682554 1.223307

Antenna 96: 2459916

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
96 N11 not_connected nn Shape 12.001820 11.340967 12.001820 3.820213 4.304171 7.244932 7.667514 1.848674 1.434652

Antenna 96: 2459915

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
96 N11 not_connected nn Shape 12.821397 11.951252 12.821397 4.403462 4.888749 7.744785 7.513759 4.067093 2.876541

Antenna 96: 2459914

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
96 N11 not_connected nn Shape 14.102636 12.920950 14.102636 4.507727 5.072935 8.531695 9.090694 6.820101 6.501171

Antenna 96: 2459913

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
96 N11 not_connected nn Shape 14.003884 14.003884 12.936810 4.328886 3.678756 9.120118 8.908337 2.160685 5.822111

Antenna 96: 2459912

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
96 N11 not_connected nn Shape 11.938525 11.938525 10.921891 4.050392 3.216708 8.014420 8.648953 0.853805 0.841742

Antenna 96: 2459911

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
96 N11 not_connected nn Shape 11.255569 11.255569 10.530996 4.261819 3.593036 7.256826 8.401493 0.260585 0.548511

Antenna 96: 2459910

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
96 N11 not_connected nn Shape 11.608277 11.608277 10.758133 4.257635 3.612467 7.578053 8.601044 -0.040357 0.410622

Antenna 96: 2459909

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
96 N11 not_connected nn Shape 12.083238 12.083238 11.309013 4.175176 3.496214 6.204312 7.384823 0.412806 0.808934

Antenna 96: 2459908

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
96 N11 not_connected nn Shape 12.836076 11.896851 12.836076 3.413454 4.125572 6.293426 5.636688 1.134876 0.591946

Antenna 96: 2459907

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
96 N11 not_connected nn Shape 12.994405 12.994405 11.878734 4.420108 3.640528 6.056793 6.746496 0.692380 1.094340

Antenna 96: 2459906

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
96 N11 not_connected nn Shape 13.037955 13.037955 11.661412 4.469718 3.743529 8.311379 7.806543 1.002420 1.191890

Antenna 96: 2459905

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
96 N11 not_connected nn Temporal Variability 13.398574 12.138057 11.176586 4.280515 3.679845 13.398574 12.218037 0.350882 0.642211

Antenna 96: 2459904

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
96 N11 not_connected nn Shape 12.237181 12.237181 10.910083 4.759831 4.037919 10.097553 8.861395 1.619572 2.234326

Antenna 96: 2459903

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
96 N11 not_connected nn Shape 13.038132 13.038132 11.628135 4.752003 4.081601 7.773032 7.082884 1.593796 2.495063

Antenna 96: 2459902

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
96 N11 not_connected nn Shape 14.511034 13.259240 14.511034 4.281508 4.816718 7.653540 8.125085 1.167687 0.713364

Antenna 96: 2459901

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
96 N11 not_connected nn Shape 14.804430 13.471894 14.804430 3.786298 4.455034 6.966945 7.050396 0.952165 0.660702

Antenna 96: 2459900

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
96 N11 not_connected nn Shape 15.002830 12.173595 15.002830 4.112304 4.860751 8.828788 7.537154 0.912528 0.677679

Antenna 96: 2459898

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
96 N11 not_connected nn Shape 12.267520 12.267520 10.795932 4.400274 3.689842 9.290660 8.135603 1.281220 1.729075

Antenna 96: 2459897

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
96 N11 not_connected nn Shape 12.005516 12.005516 10.539000 4.567762 3.652359 9.916151 9.333257 1.181670 1.596088

Antenna 96: 2459896

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
96 N11 not_connected nn Shape 12.160234 12.160234 10.817262 4.650980 3.943635 10.939186 9.842981 0.562768 1.030514

Antenna 96: 2459895

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
96 N11 not_connected nn Shape 14.879020 13.545036 14.879020 5.117509 5.608208 10.089610 10.954293 6.003742 5.504951

Antenna 96: 2459894

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
96 N11 not_connected nn Shape 14.201007 14.201007 12.484432 4.025216 3.215940 10.480626 9.689490 1.046720 1.752637

Antenna 96: 2459893

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
96 N11 not_connected nn Shape 14.667101 12.801532 14.667101 3.612315 4.409731 8.113070 9.241227 2.339425 1.324367

Antenna 96: 2459892

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
96 N11 not_connected nn Shape 14.470662 14.470662 12.892225 5.070174 4.294542 6.995694 6.494966 1.081061 1.507390

Antenna 96: 2459891

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
96 N11 not_connected nn Shape 13.309214 11.453154 13.309214 4.079719 5.018698 8.476806 10.355044 1.374451 0.947056

Antenna 96: 2459890

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
96 N11 not_connected nn Shape 13.534661 13.534661 12.116427 5.757802 5.093932 9.070402 8.070383 0.050829 0.564484

Antenna 96: 2459889

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
96 N11 not_connected nn Shape 15.343470 13.428615 15.343470 3.787374 4.731767 10.951766 12.870452 2.245391 1.449873

Antenna 96: 2459888

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
96 N11 not_connected nn Shape 12.782140 12.782140 11.262846 5.592845 4.905098 11.804934 9.857036 2.073689 2.172085

Antenna 96: 2459887

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
96 N11 not_connected nn Shape 13.686997 13.686997 12.010018 5.498809 5.062053 10.310278 7.381857 0.780509 0.915824

Antenna 96: 2459886

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
96 N11 not_connected nn Shape 18.538846 16.928945 18.538846 4.545587 5.033995 6.443787 8.089331 2.562999 2.029831

Antenna 96: 2459885

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
96 N11 not_connected nn Power 26.703802 22.392025 20.631144 26.703802 24.945492 19.496402 14.248975 12.013107 17.206890

Antenna 96: 2459884

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
96 N11 not_connected nn Shape 12.862059 12.862059 11.481932 5.348999 4.710346 9.933694 7.949514 0.405680 0.924988

Antenna 96: 2459883

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
96 N11 not_connected nn Power 24.466636 17.898514 16.082947 24.466636 23.068877 10.852847 7.855841 2.882901 3.691600

Antenna 96: 2459882

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
96 N11 not_connected nn Shape 29.225252 29.225252 26.813255 26.770205 24.655558 15.250633 11.135148 1.261407 1.627256

Antenna 96: 2459881

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
96 N11 not_connected nn Power 30.666963 16.672265 15.139161 30.666963 28.559713 30.518098 21.997548 13.820961 6.357405

Antenna 96: 2459880

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
96 N11 not_connected nn Power 25.456623 20.278631 18.376234 25.456623 24.191615 9.262487 6.719644 0.787989 1.652108

Antenna 96: 2459879

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
96 N11 not_connected nn Shape 10.884125 10.884125 9.647505 4.896789 4.322650 2.034150 1.367276 1.322151 1.907303

Antenna 96: 2459878

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
96 N11 not_connected nn Power 30.783257 18.114469 16.524218 30.783257 29.353530 15.753377 11.505065 3.532721 5.413207
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