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 = "63"
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 63 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 63, Node N06:

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% 100.00% 0.00% - - 0.080022 13.392842 -0.337596 4.717109 0.754521 10.909811 -0.698243 2.048059 0.5980 0.0427 0.4817 nan nan
2459975 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.061345 13.375938 -0.434893 4.751626 0.729674 12.201727 0.318598 1.647064 0.5930 0.0417 0.4811 nan nan
2459974 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.095885 12.508795 -0.478011 5.224278 0.470591 12.284523 0.324724 2.448920 0.5974 0.0415 0.4842 nan nan
2459973 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.147760 12.615891 -0.433904 5.164024 0.462951 8.513065 0.309390 1.223802 0.6127 0.0445 0.4923 nan nan
2459972 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.111532 12.061992 -0.157227 4.681668 0.673356 14.697027 0.400649 1.921769 0.5807 0.0424 0.4777 nan nan
2459971 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.004302 11.886591 -0.202423 4.502234 0.513545 13.340298 -0.546268 1.750410 0.5970 0.0452 0.4861 nan nan
2459970 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.202225 13.041518 -0.056406 4.832305 0.811848 12.492194 -0.247764 1.850360 0.5973 0.0412 0.4835 nan nan
2459969 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.177882 13.385350 -0.202784 4.840588 0.407706 11.494415 -0.329569 1.730420 0.6058 0.0441 0.4831 nan nan
2459968 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.225984 6.582750 0.129691 5.555290 1.010606 17.339685 -0.407460 6.131685 0.7057 0.0481 0.4964 nan nan
2459967 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.104629 12.761807 -0.006538 4.881448 1.157323 14.261541 0.671052 2.383110 0.5992 0.0448 0.4733 nan nan
2459966 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.195086 13.875672 0.070585 4.635339 0.959857 14.185256 -0.465527 2.254691 0.5908 0.0429 0.4669 nan nan
2459965 not_connected 100.00% 0.00% 97.51% 0.00% - - 0.091786 12.987093 -0.081671 4.474940 0.533260 9.751411 -0.243082 3.868594 0.5999 0.0502 0.4689 nan nan
2459964 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.051329 12.218854 -0.245788 4.838445 -0.197793 11.621767 -1.195550 6.627754 0.6543 0.0461 0.4918 nan nan
2459963 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.489919 12.761084 -0.453422 5.815032 -1.052345 3.491621 -0.738231 3.445868 0.6923 0.0541 0.4928 nan nan
2459962 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.015606 13.257107 -0.569941 5.368199 -1.158836 10.264232 -0.936835 2.593543 0.6503 0.0453 0.5010 nan nan
2459961 not_connected 100.00% 0.00% 99.84% 0.00% - - -0.401388 11.604614 -0.090390 5.059828 -0.836567 13.755640 -0.766798 6.146534 0.7236 0.0497 0.5116 nan nan
2459960 not_connected 100.00% 0.00% 99.08% 0.00% - - -0.181496 13.750951 0.002945 4.548223 0.265592 12.063568 -0.288176 3.688896 0.6390 0.0537 0.4492 nan nan
2459959 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.162027 13.584203 -0.363916 4.956777 0.619152 10.743317 -0.715259 1.970161 0.6184 0.0471 0.4818 nan nan
2459958 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.019073 13.000762 -0.007498 4.153323 0.384707 11.005497 -0.767965 1.229423 0.6134 0.0425 0.4542 nan nan
2459957 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.089774 11.938905 -0.000990 4.274253 0.564263 13.369361 1.361161 3.872839 0.5940 0.0433 0.4764 nan nan
2459956 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.077166 12.566337 0.162317 4.494612 1.313581 10.982310 -0.325474 6.734791 0.6355 0.0408 0.4885 nan nan
2459955 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.101736 10.720844 0.023911 3.950397 0.322734 11.792500 -0.453325 1.557486 0.5876 0.0400 0.4716 nan nan
2459954 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.197889 12.149898 0.284445 4.239539 0.500765 11.968241 -0.808797 2.692689 0.5923 0.0402 0.4771 nan nan
2459953 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.072568 11.706358 0.097377 4.525298 0.578602 12.821576 -0.334962 1.713787 0.6089 0.0421 0.4871 nan nan
2459952 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.237238 13.032460 0.175775 4.882307 0.076802 9.865584 0.719860 5.183765 0.6107 0.0431 0.4886 nan nan
2459951 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.121435 10.679255 -0.451991 5.195002 -0.013810 8.803204 0.699906 3.692633 0.6206 0.0479 0.4981 nan nan
2459950 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.147623 12.656634 -0.420278 5.420593 -0.371360 11.925823 0.610844 1.052034 0.6108 0.0424 0.4975 nan nan
2459949 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.036424 12.783559 -0.561623 5.366444 -0.375823 9.845097 -0.338846 2.061651 0.6064 0.0448 0.4922 nan nan
2459948 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.132891 12.468788 -0.635209 6.297731 0.248022 8.558299 -0.680003 5.186351 0.6357 0.0550 0.4943 nan nan
2459947 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.143695 12.365510 -0.769142 4.502873 -0.962683 8.930934 -1.324099 4.006660 0.6403 0.0489 0.5061 nan nan
2459946 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.006260 11.450903 -0.353013 4.066643 -0.001168 12.022782 -0.019617 4.324629 0.6106 0.0445 0.4897 nan nan
2459945 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.073655 10.984957 -0.670398 4.074489 -0.163669 9.265190 0.247273 3.447218 0.6173 0.0478 0.4926 nan nan
2459944 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.086756 10.743846 -0.577963 4.259745 -0.282843 8.510566 -0.247009 1.815307 0.6262 0.0468 0.4982 nan nan
2459943 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.116279 9.788583 -0.537318 4.423774 0.032582 7.184234 -0.117851 1.196677 0.6267 0.0455 0.5004 nan nan
2459942 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.030228 12.386495 -0.535515 4.425626 -0.031029 9.558633 -0.011323 2.966045 0.6233 0.0478 0.4912 nan nan
2459941 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.068890 11.907418 -0.335947 4.049512 -0.253092 9.543199 -0.420693 2.166723 0.6058 0.0429 0.4890 nan nan
2459940 not_connected 100.00% 100.00% 100.00% 0.00% - - 225.271323 225.465469 inf inf 3862.988422 3863.040829 6548.083930 6443.518500 nan nan nan nan nan
2459939 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.110424 11.320983 -0.580842 4.078851 -0.528786 7.949111 -0.063304 2.263448 0.6208 0.0424 0.4980 nan nan
2459938 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.019054 10.737732 -0.576203 4.462502 -0.459985 7.300215 -0.566839 2.596919 0.6232 0.0449 0.5017 nan nan
2459937 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.137894 11.846128 -0.673974 4.310631 -0.389459 7.984868 -0.753775 5.487386 0.6400 0.0500 0.4876 nan nan
2459936 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.383189 11.292697 -0.640711 4.979894 0.633851 9.555136 -1.145789 6.489802 0.7375 0.0460 0.5148 nan nan
2459935 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.062145 11.658585 -0.118137 3.901143 -0.477047 9.613327 0.199877 4.310810 0.5793 0.0395 0.4531 nan nan
2459934 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.324759 14.455688 0.134217 4.171970 0.123579 8.819711 0.293102 1.941607 0.6155 0.0460 0.4770 nan nan
2459933 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.220490 11.812191 0.155559 4.313331 -0.002394 8.438128 -0.336094 1.636653 0.6107 0.0449 0.4738 nan nan
2459932 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.109053 14.898010 0.138629 4.860905 -0.247819 2.675822 -0.475148 4.897786 0.5356 0.0465 0.4031 nan nan
2459931 not_connected 100.00% 0.00% 99.89% 0.00% - - 0.139631 13.556610 -0.041910 4.674337 -0.782268 7.490433 -0.347119 2.620075 0.6235 0.0489 0.4699 nan nan
2459930 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.160528 11.492384 0.094140 4.224261 -0.517570 7.080162 -0.487525 1.893686 0.6125 0.0449 0.4720 nan nan
2459929 not_connected 100.00% 0.00% 99.95% 0.00% - - -0.482436 10.567673 -1.126610 5.852215 -1.077837 1.748779 -1.220305 1.313077 0.7381 0.0520 0.5162 nan nan
2459928 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.125262 10.768413 -0.741458 4.552838 -0.415297 9.178886 -0.093462 2.935506 0.5942 0.0414 0.4818 nan nan
2459927 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.002461 12.724091 -0.700091 4.981738 1.617928 1.581518 -0.761155 2.391290 0.5726 0.0543 0.4448 nan nan
2459926 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.275920 12.749244 -1.696712 4.214199 -1.088914 1.379921 -0.837064 1.040790 0.7436 0.0485 0.5038 nan nan
2459925 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.211648 8.027004 -1.264957 5.593732 -1.998938 5.882023 -1.683938 1.933733 0.7119 0.0468 0.5116 nan nan
2459924 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.059463 11.977663 -1.348187 4.883289 -0.733796 7.458514 1.273404 2.793383 0.6305 0.0440 0.4871 nan nan
2459923 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.083000 13.232909 -0.902076 4.874570 -1.134945 5.893656 -1.247075 1.911306 0.6745 0.0473 0.5005 nan nan
2459922 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.186688 11.862115 -0.112333 3.308890 0.270939 10.061205 -0.026397 2.196988 0.6247 0.0440 0.4819 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% 0.00% 100.00% 0.00% - - -0.140458 10.509144 -0.530588 3.569213 -0.889072 7.244072 -0.336263 4.604434 0.6175 0.0433 0.4776 nan nan
2459919 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.043691 11.244626 -0.248257 4.167860 -1.158477 10.360050 -0.408326 4.101315 0.6191 0.0464 0.4763 nan nan
2459918 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.180017 12.824417 -0.208562 4.133949 -0.137127 6.895297 -0.751029 2.780452 0.6271 0.0444 0.4905 nan nan
2459917 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.082289 10.639424 -0.473802 4.020266 -0.552029 7.466431 -0.395035 3.105803 0.6552 0.0400 0.5291 nan nan
2459916 not_connected 100.00% 0.00% 98.59% 0.00% - - 0.227688 11.179545 -0.592616 4.264917 -0.884672 7.881221 -0.397427 3.759540 0.6229 0.0471 0.4853 nan nan
2459915 not_connected 100.00% 0.00% 98.54% 0.00% - - 0.023268 12.054047 -0.374782 4.799992 0.217346 7.830224 -0.704823 4.277328 0.6628 0.0564 0.4922 nan nan
2459914 not_connected 100.00% 0.00% 98.92% 0.00% - - 0.294613 13.248644 -0.262754 4.977478 -0.563333 9.309127 -0.987678 6.976941 0.6823 0.0491 0.4927 nan nan
2459913 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.134573 11.199006 -0.433646 3.980120 -0.243969 8.125668 0.351793 3.963624 0.6148 0.0439 0.4714 nan nan
2459911 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.153570 10.561405 -0.411869 4.200876 -0.087465 7.467735 0.343013 2.180944 0.6170 0.0437 0.4801 nan nan
2459910 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.157002 10.844674 -0.497096 4.204063 -0.222489 7.787269 -0.099176 1.297392 0.6181 0.0425 0.4801 nan nan
2459909 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.118465 11.249711 -0.678101 4.123785 -0.210714 6.400903 -0.307934 2.182575 0.6174 0.0420 0.4822 nan nan
2459908 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.146870 11.980445 -0.581357 4.085649 -0.599586 5.750152 -0.552730 2.717055 0.6211 0.0427 0.4763 nan nan
2459907 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.434880 12.132877 -0.110554 4.371938 -0.088032 6.246501 -0.357082 2.449395 0.6186 0.0498 0.4718 nan nan
2459906 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.586504 12.216642 0.380213 4.414244 -0.054443 8.512050 -0.128067 3.482302 0.6087 0.0442 0.4668 nan nan
2459905 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.490779 11.352304 0.219395 4.217037 -0.735751 13.522119 0.275708 2.568786 0.6099 0.0406 0.4178 nan nan
2459904 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.355435 11.401918 0.500334 4.711988 -0.758463 10.260134 0.221869 5.059285 0.6086 0.0417 0.4158 nan nan
2459903 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.417722 12.120292 0.138253 4.715341 -0.423784 7.966091 -0.313401 5.298803 0.6138 0.0425 0.4311 nan nan
2459902 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.643593 13.557691 0.311835 4.767600 -0.173543 8.318307 -0.226805 2.496119 0.6211 0.0471 0.4347 nan nan
2459901 not_connected 100.00% 100.00% 100.00% 0.00% - - 255.396766 254.803609 inf inf 7.604584 7.450686 -5.018927 -5.058984 nan nan nan nan nan
2459900 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.130228 14.144737 -0.064233 4.802644 0.114167 7.896641 0.049077 2.624073 0.5628 0.0460 0.4146 nan nan
2459898 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.093935 11.478051 0.020096 4.360649 -0.753725 9.358878 1.134742 4.561758 0.6215 0.0434 0.4751 nan nan
2459897 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.111117 11.242379 0.333963 4.524831 -0.120561 10.075058 0.077764 3.731751 0.6291 0.0416 0.3987 nan nan
2459896 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.079465 11.346938 0.080048 4.620560 -0.771295 10.977139 -0.452249 2.557272 0.6347 0.0422 0.3958 nan nan
2459895 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.139794 14.077636 0.460957 5.523851 -0.139902 11.105419 -0.445627 5.672826 0.7236 0.0449 0.4025 nan nan
2459894 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.135483 13.309993 0.291221 3.963910 -0.702264 10.597666 0.220027 3.769599 0.6425 0.0460 0.4164 nan nan
2459893 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.029998 13.703487 0.006719 4.370770 -1.104421 9.247636 -0.577108 4.853890 0.6402 0.0458 0.4539 nan nan
2459892 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.059825 13.553647 -0.012241 5.027786 -0.535748 7.166876 -0.511715 3.691017 0.6333 0.0495 0.4705 nan nan
2459891 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.124242 12.488975 0.370877 4.971065 -1.380955 10.299503 -0.208471 3.202046 0.6221 0.0423 0.4663 nan nan
2459890 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.211945 12.762776 0.309286 5.660751 -0.647547 9.170486 0.086739 1.754931 0.6282 0.0435 0.4720 nan nan
2459889 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.059073 14.453883 0.329051 4.669196 -1.675115 12.947326 -0.819472 5.147270 0.6361 0.0473 0.4706 nan nan
2459888 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.010604 12.076496 0.237717 5.532947 -0.835288 11.752805 -0.698764 3.053053 0.6491 0.0436 0.4697 nan nan
2459887 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.318386 12.874015 -0.818319 5.446153 -1.975340 10.275112 -0.440906 2.545749 0.6325 0.0435 0.4713 nan nan
2459886 not_connected 100.00% 1.06% 100.00% 0.00% - - -0.384362 17.503219 -0.147843 5.044842 5.601062 10.915955 -0.880194 2.113382 0.7017 0.0491 0.4982 nan nan
2459885 not_connected 100.00% 0.00% 100.00% 0.00% - - 13.735038 21.164070 21.602900 26.339747 3.227715 19.246477 7.981202 12.117684 0.6525 0.0419 0.4271 nan nan
2459884 not_connected 100.00% 0.00% 100.00% 0.00% - - 7.370271 12.042461 0.256425 5.288830 0.384417 9.876914 0.363179 3.117112 0.6041 0.0412 0.4454 nan nan
2459883 not_connected 100.00% 0.00% 100.00% 0.00% - - 10.590086 16.942282 18.701032 24.199936 2.092523 10.753958 1.745561 8.380679 0.6127 0.0447 0.4394 nan nan
2459882 not_connected 100.00% 0.00% 100.00% 0.00% - - 19.452638 27.539923 22.682979 26.273814 2.660030 15.190528 0.561114 3.791542 0.6132 0.0461 0.4447 nan nan
2459881 not_connected 100.00% 0.00% 100.00% 0.00% - - 10.577068 15.636397 25.268468 30.198531 5.384457 30.523598 2.346068 18.941847 0.6609 0.0459 0.4717 nan nan
2459880 not_connected 100.00% 0.00% 100.00% 0.00% - - 13.494253 19.105018 19.873880 25.107032 1.878354 9.196790 0.707349 3.413647 0.6030 0.0419 0.4450 nan nan
2459879 not_connected 100.00% 0.00% 100.00% 0.00% - - 7.556836 10.142754 -2.036319 4.853467 -1.790737 1.939779 -0.196715 3.482046 0.5863 0.0408 0.4072 nan nan
2459878 not_connected 100.00% 0.00% 100.00% 0.00% - - 13.429150 16.985255 24.484070 30.390897 3.643050 15.702630 0.776815 10.121295 0.5989 0.0461 0.3840 nan nan
2459876 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 not_connected 100.00% 0.00% 100.00% 0.00% - - 13.999859 20.634348 23.663311 28.855942 3.387495 20.609357 0.225746 10.047690 0.6258 0.0436 0.4878 nan nan
2459874 not_connected 100.00% 0.00% 100.00% 0.00% - - 14.426949 29.940855 29.855156 15.085859 16.318642 27.346189 -5.521346 6.646528 0.5959 0.0636 0.4910 nan nan
2459873 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 not_connected 100.00% 0.00% 100.00% 0.00% - - 14.206063 19.144210 22.297570 24.025526 5.414039 31.380635 1.141289 4.238294 0.6214 0.0397 0.4742 nan nan
2459871 not_connected 100.00% 0.00% 100.00% 0.00% - - 10.694646 15.737866 22.102949 26.572638 5.794818 25.953480 0.013847 2.241722 0.6276 0.0418 0.4834 nan nan
2459870 not_connected 100.00% 0.00% 100.00% 0.00% - - 17.953036 25.769527 16.094013 20.595813 1.670378 17.963967 1.773676 6.569452 0.6268 0.0429 0.5475 nan nan
2459869 not_connected 100.00% 0.00% 100.00% 0.00% - - 15.046937 20.610361 15.139662 20.684715 3.849704 22.991216 1.346033 6.448661 0.6368 0.0444 0.5620 nan nan
2459868 not_connected 100.00% 0.00% 100.00% 0.00% - - 1.449726 23.767748 24.980101 30.041278 0.593395 17.095811 0.465842 6.355544 0.6528 0.0435 0.5832 nan nan
2459867 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.909472 19.452807 18.679248 22.950768 -0.395764 11.002620 -0.020858 1.646393 0.6648 0.0479 0.5865 nan nan
2459865 not_connected 100.00% 0.00% 100.00% 0.00% - - 1.063458 22.091662 25.289852 26.013601 1.865219 23.952256 5.801977 13.227904 0.6898 0.0415 0.5608 nan nan
2459864 not_connected 100.00% 0.00% 100.00% 0.00% - - 0.518336 26.595296 12.802006 9.139679 0.895226 13.382212 1.583766 7.206980 0.6711 0.0426 0.6016 nan nan
2459863 not_connected 100.00% 0.00% 100.00% 0.00% - - -0.295320 16.096654 0.497216 3.109037 -0.215432 5.092839 0.518248 3.308781 0.6579 0.0422 0.5870 nan nan
2459862 not_connected 100.00% 0.00% 100.00% 0.00% - - 3.970340 16.147028 15.771334 10.131329 1.885378 19.020257 -0.334137 2.368064 0.6297 0.0462 0.5166 nan nan
2459861 not_connected 100.00% 0.00% 100.00% 0.00% - - 2.250622 12.013264 -0.646912 3.528958 -1.502343 3.222734 0.403520 2.880384 0.6609 0.0415 0.5494 nan nan
2459860 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459859 not_connected 100.00% 0.00% 100.00% 0.00% - - 1.800380 11.232486 -0.673624 3.995615 -0.905790 2.794745 -0.562595 1.481152 0.6724 0.0456 0.6068 nan nan
2459858 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.048162 11.937881 -1.135942 3.948177 -0.955461 2.918100 -0.123324 2.998123 0.6797 0.0442 0.6071 2.736541 1.183890
2459857 not_connected 100.00% 100.00% 100.00% 0.00% - - -0.641502 6.390303 2.027477 0.557781 1.263160 1.814454 -0.559335 7.638030 0.0405 0.0457 0.0067 nan nan
2459856 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.973812 18.085571 10.810435 9.110206 0.056378 12.132930 -1.057457 3.898102 0.6678 0.0447 0.5944 2.524260 1.204703
2459855 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.738774 17.663220 12.240754 8.357938 0.066905 4.302629 -0.307381 1.610901 0.6337 0.0450 0.5598 2.836772 1.172334
2459854 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.548296 15.960371 10.621140 5.964194 0.472967 4.242848 0.246977 3.773440 0.6757 0.0479 0.5971 2.588809 1.182377
2459853 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.172954 15.802372 13.794099 9.484296 0.098827 10.942241 0.103072 4.566450 0.6928 0.0468 0.6137 3.148280 1.236806
2459852 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.710473 16.361543 13.745266 10.544844 4.451790 19.892335 9.692541 16.498219 0.7886 0.0445 0.6921 3.866128 1.206833
2459851 not_connected 100.00% 0.00% 90.23% 0.00% 100.00% 0.00% 2.420804 21.206948 15.493623 11.242062 3.360463 43.505251 2.215031 21.746646 0.7125 0.0963 0.5890 2.821134 1.187340
2459850 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.990743 18.686444 13.083727 8.802930 0.798459 19.870980 0.964773 17.251647 0.7018 0.0544 0.6053 2.792661 1.233780
2459849 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.519473 17.126283 25.690419 18.085654 0.201204 12.910653 -0.479721 6.363609 0.6970 0.0474 0.6002 3.276197 1.236173
2459848 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.619530 15.638332 18.974518 10.126722 2.211897 21.819983 -0.539740 2.916867 0.6772 0.0465 0.5827 3.169453 1.216720
2459847 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.997130 18.130748 18.372684 9.496849 4.549702 28.317101 -0.164467 0.771038 0.6793 0.0401 0.5911 2.567674 1.179820
2459846 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 8.041099 27.025777 14.287448 15.669648 6.091867 20.969139 -0.078713 3.867649 0.8085 0.0407 0.7046 2.819025 1.167914
2459845 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.701579 19.944503 23.647151 13.767791 0.912837 16.568872 -0.639916 0.901511 0.7034 0.0540 0.6186 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 0.967006 14.768290 61.312182 51.697147 4.956800 5.188699 1.916851 7.512628 0.0430 0.0531 0.0108 nan nan
2459843 not_connected 100.00% 1.20% 100.00% 0.00% 100.00% 0.00% 6.384008 20.074056 17.654620 6.909023 4.000899 70.936411 -2.958791 1.227950 0.6961 0.0552 0.6218 3.429500 1.158012
2459842 not_connected 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.302847 13.689930 -0.431120 4.457601 -1.838217 -0.622222 -1.800263 0.733835 0.7065 0.0523 0.6256 2.838005 1.223087
2459841 not_connected 100.00% 100.00% 100.00% 0.00% - - 34.717440 14.854115 51.152615 33.347614 11.851158 4.326986 2.255073 4.047091 0.0533 0.0724 0.0285 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 63: 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
63 N06 not_connected nn Shape 13.392842 13.392842 0.080022 4.717109 -0.337596 10.909811 0.754521 2.048059 -0.698243

Antenna 63: 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
63 N06 not_connected nn Shape 13.375938 0.061345 13.375938 -0.434893 4.751626 0.729674 12.201727 0.318598 1.647064

Antenna 63: 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
63 N06 not_connected nn Shape 12.508795 0.095885 12.508795 -0.478011 5.224278 0.470591 12.284523 0.324724 2.448920

Antenna 63: 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
63 N06 not_connected nn Shape 12.615891 0.147760 12.615891 -0.433904 5.164024 0.462951 8.513065 0.309390 1.223802

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 14.697027 -0.111532 12.061992 -0.157227 4.681668 0.673356 14.697027 0.400649 1.921769

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 13.340298 0.004302 11.886591 -0.202423 4.502234 0.513545 13.340298 -0.546268 1.750410

Antenna 63: 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
63 N06 not_connected nn Shape 13.041518 13.041518 0.202225 4.832305 -0.056406 12.492194 0.811848 1.850360 -0.247764

Antenna 63: 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
63 N06 not_connected nn Shape 13.385350 0.177882 13.385350 -0.202784 4.840588 0.407706 11.494415 -0.329569 1.730420

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 17.339685 -0.225984 6.582750 0.129691 5.555290 1.010606 17.339685 -0.407460 6.131685

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 14.261541 0.104629 12.761807 -0.006538 4.881448 1.157323 14.261541 0.671052 2.383110

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 14.185256 13.875672 0.195086 4.635339 0.070585 14.185256 0.959857 2.254691 -0.465527

Antenna 63: 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
63 N06 not_connected nn Shape 12.987093 12.987093 0.091786 4.474940 -0.081671 9.751411 0.533260 3.868594 -0.243082

Antenna 63: 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
63 N06 not_connected nn Shape 13.257107 13.257107 -0.015606 5.368199 -0.569941 10.264232 -1.158836 2.593543 -0.936835

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 13.755640 11.604614 -0.401388 5.059828 -0.090390 13.755640 -0.836567 6.146534 -0.766798

Antenna 63: 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
63 N06 not_connected nn Shape 13.750951 13.750951 -0.181496 4.548223 0.002945 12.063568 0.265592 3.688896 -0.288176

Antenna 63: 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
63 N06 not_connected nn Shape 13.584203 -0.162027 13.584203 -0.363916 4.956777 0.619152 10.743317 -0.715259 1.970161

Antenna 63: 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
63 N06 not_connected nn Shape 13.000762 13.000762 0.019073 4.153323 -0.007498 11.005497 0.384707 1.229423 -0.767965

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 13.369361 11.938905 0.089774 4.274253 -0.000990 13.369361 0.564263 3.872839 1.361161

Antenna 63: 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
63 N06 not_connected nn Shape 12.566337 12.566337 0.077166 4.494612 0.162317 10.982310 1.313581 6.734791 -0.325474

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 11.792500 -0.101736 10.720844 0.023911 3.950397 0.322734 11.792500 -0.453325 1.557486

Antenna 63: 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
63 N06 not_connected nn Shape 12.149898 12.149898 0.197889 4.239539 0.284445 11.968241 0.500765 2.692689 -0.808797

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 12.821576 11.706358 0.072568 4.525298 0.097377 12.821576 0.578602 1.713787 -0.334962

Antenna 63: 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
63 N06 not_connected nn Shape 13.032460 13.032460 0.237238 4.882307 0.175775 9.865584 0.076802 5.183765 0.719860

Antenna 63: 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
63 N06 not_connected nn Shape 10.679255 10.679255 0.121435 5.195002 -0.451991 8.803204 -0.013810 3.692633 0.699906

Antenna 63: 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
63 N06 not_connected nn Shape 12.656634 12.656634 0.147623 5.420593 -0.420278 11.925823 -0.371360 1.052034 0.610844

Antenna 63: 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
63 N06 not_connected nn Shape 12.783559 -0.036424 12.783559 -0.561623 5.366444 -0.375823 9.845097 -0.338846 2.061651

Antenna 63: 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
63 N06 not_connected nn Shape 12.468788 -0.132891 12.468788 -0.635209 6.297731 0.248022 8.558299 -0.680003 5.186351

Antenna 63: 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
63 N06 not_connected nn Shape 12.365510 12.365510 -0.143695 4.502873 -0.769142 8.930934 -0.962683 4.006660 -1.324099

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 12.022782 11.450903 0.006260 4.066643 -0.353013 12.022782 -0.001168 4.324629 -0.019617

Antenna 63: 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
63 N06 not_connected nn Shape 10.984957 10.984957 -0.073655 4.074489 -0.670398 9.265190 -0.163669 3.447218 0.247273

Antenna 63: 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
63 N06 not_connected nn Shape 10.743846 -0.086756 10.743846 -0.577963 4.259745 -0.282843 8.510566 -0.247009 1.815307

Antenna 63: 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
63 N06 not_connected nn Shape 9.788583 9.788583 -0.116279 4.423774 -0.537318 7.184234 0.032582 1.196677 -0.117851

Antenna 63: 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
63 N06 not_connected nn Shape 12.386495 12.386495 -0.030228 4.425626 -0.535515 9.558633 -0.031029 2.966045 -0.011323

Antenna 63: 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
63 N06 not_connected nn Shape 11.907418 11.907418 -0.068890 4.049512 -0.335947 9.543199 -0.253092 2.166723 -0.420693

Antenna 63: 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
63 N06 not_connected nn Power inf 225.465469 225.271323 inf inf 3863.040829 3862.988422 6443.518500 6548.083930

Antenna 63: 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
63 N06 not_connected nn Shape 11.320983 11.320983 -0.110424 4.078851 -0.580842 7.949111 -0.528786 2.263448 -0.063304

Antenna 63: 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
63 N06 not_connected nn Shape 10.737732 10.737732 0.019054 4.462502 -0.576203 7.300215 -0.459985 2.596919 -0.566839

Antenna 63: 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
63 N06 not_connected nn Shape 11.846128 -0.137894 11.846128 -0.673974 4.310631 -0.389459 7.984868 -0.753775 5.487386

Antenna 63: 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
63 N06 not_connected nn Shape 11.292697 0.383189 11.292697 -0.640711 4.979894 0.633851 9.555136 -1.145789 6.489802

Antenna 63: 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
63 N06 not_connected nn Shape 11.658585 11.658585 -0.062145 3.901143 -0.118137 9.613327 -0.477047 4.310810 0.199877

Antenna 63: 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
63 N06 not_connected nn Shape 14.455688 0.324759 14.455688 0.134217 4.171970 0.123579 8.819711 0.293102 1.941607

Antenna 63: 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
63 N06 not_connected nn Shape 11.812191 11.812191 0.220490 4.313331 0.155559 8.438128 -0.002394 1.636653 -0.336094

Antenna 63: 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
63 N06 not_connected nn Shape 14.898010 14.898010 0.109053 4.860905 0.138629 2.675822 -0.247819 4.897786 -0.475148

Antenna 63: 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
63 N06 not_connected nn Shape 13.556610 0.139631 13.556610 -0.041910 4.674337 -0.782268 7.490433 -0.347119 2.620075

Antenna 63: 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
63 N06 not_connected nn Shape 11.492384 0.160528 11.492384 0.094140 4.224261 -0.517570 7.080162 -0.487525 1.893686

Antenna 63: 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
63 N06 not_connected nn Shape 10.567673 10.567673 -0.482436 5.852215 -1.126610 1.748779 -1.077837 1.313077 -1.220305

Antenna 63: 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
63 N06 not_connected nn Shape 10.768413 10.768413 -0.125262 4.552838 -0.741458 9.178886 -0.415297 2.935506 -0.093462

Antenna 63: 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
63 N06 not_connected nn Shape 12.724091 12.724091 0.002461 4.981738 -0.700091 1.581518 1.617928 2.391290 -0.761155

Antenna 63: 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
63 N06 not_connected nn Shape 12.749244 12.749244 -0.275920 4.214199 -1.696712 1.379921 -1.088914 1.040790 -0.837064

Antenna 63: 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
63 N06 not_connected nn Shape 8.027004 -0.211648 8.027004 -1.264957 5.593732 -1.998938 5.882023 -1.683938 1.933733

Antenna 63: 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
63 N06 not_connected nn Shape 11.977663 -0.059463 11.977663 -1.348187 4.883289 -0.733796 7.458514 1.273404 2.793383

Antenna 63: 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
63 N06 not_connected nn Shape 13.232909 13.232909 -0.083000 4.874570 -0.902076 5.893656 -1.134945 1.911306 -1.247075

Antenna 63: 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
63 N06 not_connected nn Shape 11.862115 11.862115 0.186688 3.308890 -0.112333 10.061205 0.270939 2.196988 -0.026397

Antenna 63: 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
63 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 63: 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
63 N06 not_connected nn Shape 10.509144 10.509144 -0.140458 3.569213 -0.530588 7.244072 -0.889072 4.604434 -0.336263

Antenna 63: 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
63 N06 not_connected nn Shape 11.244626 0.043691 11.244626 -0.248257 4.167860 -1.158477 10.360050 -0.408326 4.101315

Antenna 63: 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
63 N06 not_connected nn Shape 12.824417 12.824417 0.180017 4.133949 -0.208562 6.895297 -0.137127 2.780452 -0.751029

Antenna 63: 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
63 N06 not_connected nn Shape 10.639424 10.639424 0.082289 4.020266 -0.473802 7.466431 -0.552029 3.105803 -0.395035

Antenna 63: 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
63 N06 not_connected nn Shape 11.179545 0.227688 11.179545 -0.592616 4.264917 -0.884672 7.881221 -0.397427 3.759540

Antenna 63: 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
63 N06 not_connected nn Shape 12.054047 0.023268 12.054047 -0.374782 4.799992 0.217346 7.830224 -0.704823 4.277328

Antenna 63: 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
63 N06 not_connected nn Shape 13.248644 0.294613 13.248644 -0.262754 4.977478 -0.563333 9.309127 -0.987678 6.976941

Antenna 63: 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
63 N06 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 63: 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
63 N06 not_connected nn Shape 11.199006 11.199006 0.134573 3.980120 -0.433646 8.125668 -0.243969 3.963624 0.351793

Antenna 63: 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
63 N06 not_connected nn Shape 10.561405 10.561405 0.153570 4.200876 -0.411869 7.467735 -0.087465 2.180944 0.343013

Antenna 63: 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
63 N06 not_connected nn Shape 10.844674 10.844674 0.157002 4.204063 -0.497096 7.787269 -0.222489 1.297392 -0.099176

Antenna 63: 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
63 N06 not_connected nn Shape 11.249711 11.249711 0.118465 4.123785 -0.678101 6.400903 -0.210714 2.182575 -0.307934

Antenna 63: 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
63 N06 not_connected nn Shape 11.980445 0.146870 11.980445 -0.581357 4.085649 -0.599586 5.750152 -0.552730 2.717055

Antenna 63: 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
63 N06 not_connected nn Shape 12.132877 12.132877 0.434880 4.371938 -0.110554 6.246501 -0.088032 2.449395 -0.357082

Antenna 63: 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
63 N06 not_connected nn Shape 12.216642 12.216642 0.586504 4.414244 0.380213 8.512050 -0.054443 3.482302 -0.128067

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 13.522119 11.352304 0.490779 4.217037 0.219395 13.522119 -0.735751 2.568786 0.275708

Antenna 63: 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
63 N06 not_connected nn Shape 11.401918 11.401918 0.355435 4.711988 0.500334 10.260134 -0.758463 5.059285 0.221869

Antenna 63: 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
63 N06 not_connected nn Shape 12.120292 12.120292 0.417722 4.715341 0.138253 7.966091 -0.423784 5.298803 -0.313401

Antenna 63: 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
63 N06 not_connected nn Shape 13.557691 0.643593 13.557691 0.311835 4.767600 -0.173543 8.318307 -0.226805 2.496119

Antenna 63: 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
63 N06 not_connected ee Power inf 255.396766 254.803609 inf inf 7.604584 7.450686 -5.018927 -5.058984

Antenna 63: 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
63 N06 not_connected nn Shape 14.144737 0.130228 14.144737 -0.064233 4.802644 0.114167 7.896641 0.049077 2.624073

Antenna 63: 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
63 N06 not_connected nn Shape 11.478051 11.478051 -0.093935 4.360649 0.020096 9.358878 -0.753725 4.561758 1.134742

Antenna 63: 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
63 N06 not_connected nn Shape 11.242379 11.242379 0.111117 4.524831 0.333963 10.075058 -0.120561 3.731751 0.077764

Antenna 63: 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
63 N06 not_connected nn Shape 11.346938 11.346938 0.079465 4.620560 0.080048 10.977139 -0.771295 2.557272 -0.452249

Antenna 63: 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
63 N06 not_connected nn Shape 14.077636 -0.139794 14.077636 0.460957 5.523851 -0.139902 11.105419 -0.445627 5.672826

Antenna 63: 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
63 N06 not_connected nn Shape 13.309993 13.309993 -0.135483 3.963910 0.291221 10.597666 -0.702264 3.769599 0.220027

Antenna 63: 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
63 N06 not_connected nn Shape 13.703487 0.029998 13.703487 0.006719 4.370770 -1.104421 9.247636 -0.577108 4.853890

Antenna 63: 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
63 N06 not_connected nn Shape 13.553647 13.553647 -0.059825 5.027786 -0.012241 7.166876 -0.535748 3.691017 -0.511715

Antenna 63: 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
63 N06 not_connected nn Shape 12.488975 -0.124242 12.488975 0.370877 4.971065 -1.380955 10.299503 -0.208471 3.202046

Antenna 63: 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
63 N06 not_connected nn Shape 12.762776 12.762776 -0.211945 5.660751 0.309286 9.170486 -0.647547 1.754931 0.086739

Antenna 63: 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
63 N06 not_connected nn Shape 14.453883 -0.059073 14.453883 0.329051 4.669196 -1.675115 12.947326 -0.819472 5.147270

Antenna 63: 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
63 N06 not_connected nn Shape 12.076496 12.076496 -0.010604 5.532947 0.237717 11.752805 -0.835288 3.053053 -0.698764

Antenna 63: 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
63 N06 not_connected nn Shape 12.874015 12.874015 -0.318386 5.446153 -0.818319 10.275112 -1.975340 2.545749 -0.440906

Antenna 63: 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
63 N06 not_connected nn Shape 17.503219 -0.384362 17.503219 -0.147843 5.044842 5.601062 10.915955 -0.880194 2.113382

Antenna 63: 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
63 N06 not_connected nn Power 26.339747 21.164070 13.735038 26.339747 21.602900 19.246477 3.227715 12.117684 7.981202

Antenna 63: 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
63 N06 not_connected nn Shape 12.042461 12.042461 7.370271 5.288830 0.256425 9.876914 0.384417 3.117112 0.363179

Antenna 63: 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
63 N06 not_connected nn Power 24.199936 16.942282 10.590086 24.199936 18.701032 10.753958 2.092523 8.380679 1.745561

Antenna 63: 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
63 N06 not_connected nn Shape 27.539923 27.539923 19.452638 26.273814 22.682979 15.190528 2.660030 3.791542 0.561114

Antenna 63: 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
63 N06 not_connected nn Temporal Variability 30.523598 15.636397 10.577068 30.198531 25.268468 30.523598 5.384457 18.941847 2.346068

Antenna 63: 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
63 N06 not_connected nn Power 25.107032 19.105018 13.494253 25.107032 19.873880 9.196790 1.878354 3.413647 0.707349

Antenna 63: 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
63 N06 not_connected nn Shape 10.142754 10.142754 7.556836 4.853467 -2.036319 1.939779 -1.790737 3.482046 -0.196715

Antenna 63: 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
63 N06 not_connected nn Power 30.390897 16.985255 13.429150 30.390897 24.484070 15.702630 3.643050 10.121295 0.776815

Antenna 63: 2459876

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
63 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 63: 2459875

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
63 N06 not_connected nn Power 28.855942 13.999859 20.634348 23.663311 28.855942 3.387495 20.609357 0.225746 10.047690

Antenna 63: 2459874

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
63 N06 not_connected nn Shape 29.940855 14.426949 29.940855 29.855156 15.085859 16.318642 27.346189 -5.521346 6.646528

Antenna 63: 2459873

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
63 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: