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 = "77"
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 77 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 77, 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% 0.00% 0.00% - - 59.724987 0.823858 0.573878 -0.507664 4.962520 -1.066140 12.025267 -0.693653 0.2882 0.6098 0.4464 nan nan
2459975 not_connected 100.00% 0.00% 0.00% 0.00% - - 61.118556 0.909309 0.507773 -0.467394 9.200674 -1.113901 9.992288 -0.948277 0.2931 0.6058 0.4403 nan nan
2459974 not_connected 100.00% 0.00% 0.00% 0.00% - - 55.626139 0.822199 0.524444 -0.452456 9.187769 -0.926852 25.060724 -0.652596 0.3118 0.6116 0.4383 nan nan
2459973 not_connected 100.00% 0.05% 0.00% 0.00% - - 58.475676 0.895943 0.593668 -0.596239 3.870564 -1.120022 6.921365 -1.059551 0.3203 0.6287 0.4550 nan nan
2459972 not_connected 100.00% 0.00% 0.00% 0.00% - - 58.896894 0.842024 0.731874 -0.174270 7.037168 -0.298714 12.205691 -0.141080 0.2903 0.5946 0.4499 nan nan
2459971 not_connected 100.00% 0.00% 0.00% 0.00% - - 53.861270 0.710771 0.553733 -0.296597 7.531313 -0.928279 14.187615 -1.231997 0.3153 0.6110 0.4418 nan nan
2459970 not_connected 100.00% 0.00% 0.00% 0.00% - - 59.831139 1.077106 0.740910 -0.157257 8.810439 -0.207564 16.141581 0.411520 0.3136 0.6108 0.4407 nan nan
2459969 not_connected 100.00% 0.00% 0.00% 0.00% - - 61.282508 1.074070 0.687963 -0.174570 6.331805 -0.425047 9.384442 0.182444 0.3279 0.6210 0.4499 nan nan
2459968 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.418564 0.279706 1.588700 -0.011930 9.422496 -0.828087 3.110921 -0.416625 0.4859 0.7258 0.3578 nan nan
2459967 not_connected 100.00% 0.00% 0.00% 0.00% - - 58.190194 0.897126 0.767894 0.070890 9.428775 -0.860213 5.464968 -1.268359 0.3333 0.6135 0.4270 nan nan
2459966 not_connected 100.00% 0.00% 0.00% 0.00% - - 42.194100 0.949574 0.125154 -0.093475 5.896760 -0.698234 18.531276 -0.853135 0.4261 0.6077 0.3737 nan nan
2459965 not_connected 100.00% 0.00% 0.00% 0.00% - - 57.142009 0.998800 0.553908 -0.200414 7.353293 -0.752396 12.284200 -0.075442 0.3350 0.6139 0.4118 nan nan
2459964 not_connected 100.00% 0.00% 0.00% 0.00% - - 58.105662 -0.210323 0.710286 -0.292547 8.805193 -0.807814 7.294694 -1.011887 0.4252 0.6674 0.3765 nan nan
2459963 not_connected 100.00% 0.00% 0.00% 0.00% - - 54.395445 0.006689 0.810090 -0.232344 1.780953 -0.982498 1.384584 -0.282427 0.4952 0.6991 0.3245 nan nan
2459962 not_connected 100.00% 0.00% 0.00% 0.00% - - 39.335517 0.155645 -0.169993 -0.093626 8.839181 -1.236250 2.098880 -0.686231 0.5166 0.6675 0.3323 nan nan
2459961 not_connected 100.00% 0.00% 0.00% 0.00% - - 50.340155 -0.987029 0.035441 -0.126608 26.084777 -1.306164 4.013465 -0.837892 0.5590 0.7281 0.2801 nan nan
2459960 not_connected 100.00% 0.00% 0.00% 0.00% - - 65.737789 0.687306 0.759165 -0.022264 6.413719 -0.218187 6.362663 0.161021 0.3803 0.6405 0.3813 nan nan
2459959 not_connected 100.00% 0.00% 0.00% 0.00% - - 69.566621 0.632516 0.602408 -0.469560 5.131550 -0.586689 9.234741 -0.940732 0.3326 0.6287 0.4324 nan nan
2459958 not_connected 100.00% 0.00% 0.00% 0.00% - - 60.596891 1.228755 0.649700 0.518768 5.989488 -0.135871 10.729645 -1.101427 0.3335 0.6228 0.4266 nan nan
2459957 not_connected 100.00% 0.00% 0.00% 0.00% - - 42.593242 0.728213 0.164386 0.125523 8.330130 -0.181067 16.142182 0.768318 0.3978 0.6109 0.3863 nan nan
2459956 not_connected 100.00% 0.00% 0.00% 0.00% - - 62.152022 -0.592423 0.589222 0.141225 7.957584 -0.855593 6.238642 -0.667107 0.3942 0.6431 0.3760 nan nan
2459955 not_connected 100.00% 0.00% 0.00% 0.00% - - 48.813965 0.690823 0.419111 0.084724 7.579577 -0.271713 27.847206 -1.025565 0.3268 0.6082 0.4218 nan nan
2459954 not_connected 100.00% 0.00% 0.00% 0.00% - - 57.439540 1.059723 0.734770 0.314299 8.097721 -0.810475 10.542012 -0.733710 0.3108 0.6086 0.4362 nan nan
2459953 not_connected 100.00% 0.00% 0.00% 0.00% - - 48.272494 0.892677 0.403880 0.183008 9.883051 -0.915863 35.949491 -1.009557 0.3748 0.6295 0.4163 nan nan
2459952 not_connected 100.00% 0.00% 0.00% 0.00% - - 53.454531 1.239486 0.559439 0.266393 7.718802 -0.005473 21.659235 -0.178647 0.3862 0.6311 0.4134 nan nan
2459951 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.462195 0.936951 0.092057 -0.031467 5.720322 -0.667548 70.306944 -0.895764 0.4131 0.6456 0.4118 nan nan
2459950 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.752626 1.343026 0.144067 0.181704 8.656965 -0.728622 53.681476 -0.908957 0.4635 0.6377 0.3947 nan nan
2459949 not_connected 100.00% 0.00% 0.00% 0.00% - - 46.591552 0.940961 0.081038 -0.203768 11.423677 -0.152927 61.458258 0.443024 0.4174 0.6261 0.4131 nan nan
2459948 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.832545 0.643258 -0.128368 -0.364919 4.871266 -0.858454 23.964243 -1.203113 0.5070 0.6624 0.3711 nan nan
2459947 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.446151 0.472754 -0.270961 -0.454589 2.321084 -0.973207 0.886818 -0.954708 0.5303 0.6481 0.3444 nan nan
2459946 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.665951 0.726302 -0.097982 -0.469696 2.985574 -1.024868 9.798173 -1.372740 0.4976 0.6351 0.3688 nan nan
2459945 not_connected 100.00% 0.00% 0.00% 0.00% - - 12.406241 0.629549 -0.033613 -0.632247 8.387450 -1.147451 10.262102 -1.297280 0.5626 0.6395 0.3756 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.681392 0.522203 0.115698 -0.517256 -1.349455 -0.971200 2.497978 -0.962066 0.6431 0.6449 0.3841 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.293699 0.549164 0.284790 -0.336504 -0.843751 -0.776149 0.773143 -0.915097 0.6457 0.6520 0.3886 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.394566 0.719784 0.235192 -0.358274 -1.001798 -1.034812 0.330759 -1.317976 0.6436 0.6414 0.3792 nan nan
2459941 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.593297 0.680290 0.278045 -0.468307 -1.227764 -0.917486 3.514686 -1.177065 0.6276 0.6299 0.3976 nan nan
2459940 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.733994 0.377529 0.019796 -0.746968 -1.295327 -1.138576 5.727044 -1.004396 0.6329 0.6367 0.3972 nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.662225 0.438824 0.136586 -0.499591 -0.886934 -0.941470 2.859251 -0.829292 0.6399 0.6409 0.3970 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.325418 0.592538 0.273233 -0.346802 -0.994072 -1.005836 3.030941 -0.949608 0.6407 0.6437 0.3909 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.572722 0.430507 0.047675 -0.499515 -1.029984 -0.940992 0.006255 -1.952579 0.6587 0.6678 0.3678 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.937423 -0.457237 0.101274 -0.330960 -0.719332 -1.041101 -0.532824 -1.340923 0.7579 0.7643 0.2205 nan nan
2459935 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.472108 0.673799 0.546364 -0.265206 -1.091858 -0.983582 6.902703 -1.045391 0.6253 0.6252 0.3797 nan nan
2459934 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.100014 1.151525 0.907933 0.243285 -0.586626 -0.818914 1.779131 -1.173479 0.6448 0.6494 0.3902 nan nan
2459933 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.106255 1.016333 0.995441 0.357017 -0.324666 -0.927619 1.518820 -1.299927 0.6401 0.6477 0.3897 nan nan
2459932 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.667782 1.348648 1.004415 0.140242 -1.006131 -0.587285 -2.164676 -1.935103 0.5734 0.5777 0.3313 nan nan
2459931 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.347340 1.027624 0.913208 0.302418 -0.890496 -0.494996 -1.565292 -1.622775 0.6504 0.6558 0.3811 nan nan
2459930 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.298662 0.621953 0.948671 0.118165 -0.846846 -0.904221 -0.529952 -1.420443 0.6412 0.6457 0.3865 nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.777587 -0.703220 -0.241068 -0.685748 -0.676805 -1.122834 -0.667123 -0.902005 0.7581 0.7542 0.2298 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.845254 1.348306 0.039034 -0.833838 -1.385506 0.009718 2.437086 -0.632082 0.6258 0.5802 0.3939 nan nan
2459927 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.321070 0.620490 0.210337 -0.292602 -0.840848 -0.826697 -1.135043 -0.485429 0.5925 0.5451 0.3383 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.458393 0.290318 -1.004582 -0.338135 -1.325170 -0.714726 -1.396058 -0.720046 0.7627 0.7635 0.2117 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.855623 0.000934 -0.362172 -0.273779 0.051014 -0.679836 -1.338342 -1.354845 0.7372 0.6947 0.2545 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.013605 -0.217802 -0.326791 -1.642511 -0.993625 -1.557083 -0.304648 -0.796299 0.6557 0.6441 0.3714 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.147569 0.064262 -0.097802 -1.460541 -0.961926 -1.916410 -0.804458 -1.695775 0.6988 0.6852 0.3421 nan nan
2459922 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.735125 0.563814 0.429167 -1.370573 -1.068054 -0.615066 6.609822 -0.620273 0.6490 0.6317 0.3955 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% 0.00% 0.00% - - -0.592900 -0.208640 0.064941 -1.042025 -1.150601 -0.968821 5.410374 -0.530898 0.6508 0.6313 0.4123 nan nan
2459919 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.539830 -0.051018 0.477052 -1.116116 -0.947110 -0.361998 4.511707 -0.735738 0.6511 0.6306 0.3841 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.072055 0.173205 0.585902 -1.423494 -0.959030 -1.127362 3.397634 -1.063868 0.6617 0.6474 0.3941 nan nan
2459917 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.943371 0.047715 0.249431 -1.427535 0.023535 0.068229 6.159593 -0.498968 0.6857 0.6678 0.4537 nan nan
2459916 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.191483 -0.044258 0.237694 -1.387312 -0.959363 -1.121742 5.271838 -0.349146 0.6544 0.6462 0.3926 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.595490 0.126299 0.461483 -1.638608 -0.673641 -0.619014 0.527917 -0.807710 0.6907 0.6735 0.3629 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.918655 0.435152 0.620748 -1.906977 -0.799371 -0.475939 0.366218 -2.119935 0.7107 0.7026 0.3127 nan nan
2459913 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.375534 1.023502 0.447272 -1.522272 -0.877431 -0.514424 -1.513221 -0.850865 0.6677 0.6373 0.4036 nan nan
2459912 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.506792 0.478335 0.192503 -1.190424 -0.761694 -1.608907 -1.289504 -0.255540 0.6504 0.6373 0.3983 nan nan
2459911 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.509174 0.178430 0.298674 -1.327920 -0.717271 -1.544419 -0.409149 0.014907 0.6502 0.6388 0.4013 nan nan
2459910 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.358880 0.169117 0.257680 -1.335788 -1.114202 -2.099179 -1.272325 -0.881086 0.6530 0.6422 0.3997 nan nan
2459909 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.404362 0.092293 0.051514 -1.280838 -0.995424 -1.957004 -1.406276 -0.843558 0.6526 0.6415 0.3981 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.384621 -0.036468 0.145229 -1.100066 -1.002416 -1.565652 -1.465177 -0.606664 0.6561 0.6477 0.3982 nan nan
2459907 not_connected 100.00% 0.00% 0.00% 0.00% - - 23.129575 25.611563 0.025505 -0.758846 2.209836 1.723727 10.454739 10.511800 0.5333 0.5087 0.2188 nan nan
2459906 not_connected 100.00% 0.00% 0.00% 0.00% - - 22.767393 25.898334 0.494500 -0.823792 2.239114 2.658019 10.100237 3.502173 0.5243 0.4905 0.2119 nan nan
2459905 not_connected 100.00% 0.00% 0.00% 0.00% - - 16.725143 23.469631 0.491753 -0.901898 12.114799 4.803845 37.674705 17.969637 0.5479 0.5067 0.2757 nan nan
2459904 not_connected 100.00% 0.00% 0.00% 0.00% - - 22.434880 24.746303 0.616255 -0.803962 3.218527 3.936461 9.544493 3.718299 0.5199 0.4879 0.2060 nan nan
2459903 not_connected 100.00% 0.00% 0.00% 0.00% - - 22.008241 25.331837 0.367597 -0.842014 1.865727 2.458425 6.173171 1.310405 0.5270 0.4977 0.2034 nan nan
2459902 not_connected 100.00% 0.00% 0.00% 0.00% - - 25.588792 28.346669 0.485802 -0.894720 2.219867 2.580411 12.983373 9.116538 0.5331 0.5048 0.2078 nan nan
2459901 not_connected 100.00% 0.00% 0.00% 0.00% - - 25.895308 29.559709 0.023264 -0.826054 1.536933 1.626588 12.745397 5.389671 0.5192 0.4815 0.2189 nan nan
2459900 not_connected 100.00% 0.00% 0.00% 0.00% - - 23.029181 26.918168 -0.039390 -0.702351 2.570530 0.931499 7.851509 4.197269 0.4784 0.4582 0.1829 nan nan
2459898 not_connected 100.00% 0.00% 0.00% 0.00% - - 22.524886 24.681795 0.124178 -0.903051 2.668254 2.991381 5.633626 1.385723 0.5258 0.4941 0.2056 nan nan
2459897 not_connected 100.00% 0.00% 0.00% 0.00% - - 21.166633 23.835591 0.493702 -0.785967 3.651436 2.942701 9.043529 3.977471 0.5333 0.4921 0.2083 nan nan
2459896 not_connected 100.00% 0.00% 0.00% 0.00% - - 20.798824 23.827706 0.351415 -0.794157 2.993060 3.883025 8.504244 6.364361 0.5361 0.5007 0.2057 nan nan
2459895 not_connected 100.00% 0.00% 0.00% 0.00% - - 25.347588 27.006485 0.527371 -1.008635 3.046370 3.016590 2.658706 0.766565 0.6537 0.6224 0.1668 nan nan
2459894 not_connected 100.00% 0.00% 0.00% 0.00% - - 26.074363 28.684380 0.349456 -0.796923 3.091841 4.495903 8.124988 2.714354 0.5508 0.4984 0.2016 nan nan
2459893 not_connected 100.00% 0.00% 0.00% 0.00% - - 25.123200 28.979280 0.210574 -0.826251 3.129967 3.465364 5.935256 2.157773 0.5513 0.5086 0.2121 nan nan
2459892 not_connected 100.00% 0.00% 0.00% 0.00% - - 21.797346 28.284629 0.339471 -1.045987 4.974005 2.034983 19.386836 10.040995 0.5548 0.5152 0.2303 nan nan
2459891 not_connected 100.00% 0.00% 0.00% 0.00% - - 17.616095 27.181562 0.942186 -0.978050 6.688103 3.276632 8.818581 0.632746 0.5638 0.5130 0.2756 nan nan
2459890 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.299440 26.819085 1.035210 -1.214266 7.674113 4.085249 49.010013 18.254737 0.6140 0.5196 0.3345 nan nan
2459889 not_connected 100.00% 0.00% 0.00% 0.00% - - 24.998525 31.135864 0.614757 -1.048982 6.957885 5.315239 30.573382 4.172202 0.5565 0.5027 0.2220 nan nan
2459888 not_connected 100.00% 0.00% 0.00% 0.00% - - 20.838183 25.787383 0.576820 -1.042287 6.934710 4.554484 13.861863 3.084212 0.5674 0.5354 0.2148 nan nan
2459887 not_connected 100.00% 0.00% 0.00% 0.00% - - 22.462370 27.790873 -0.323175 -1.472423 4.087977 5.438597 34.001069 14.066320 0.5559 0.5139 0.2462 nan nan
2459886 not_connected 100.00% 0.00% 0.00% 0.00% - - 23.078648 34.027999 0.600413 -0.563076 3.857261 2.761290 0.861120 0.140168 0.6626 0.6029 0.2519 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.571263 40.691125 22.586458 17.969545 8.377965 12.993884 17.856437 8.430494 0.6004 0.5639 0.1818 nan nan
2459884 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.656236 32.188265 19.902137 15.787181 3.978954 6.426273 21.295895 12.210745 0.5499 0.5220 0.1841 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 50.229670 53.055206 23.143836 18.389560 6.178323 9.997470 25.499213 17.390016 0.5589 0.5284 0.2020 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 27.029840 30.368948 26.284901 20.800199 16.829312 17.227828 23.775365 8.393221 0.6051 0.5945 0.1731 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.890008 36.897369 20.789323 16.942011 3.205517 5.462152 15.424116 8.252871 0.5437 0.5167 0.1891 nan nan
2459879 not_connected 100.00% 100.00% 100.00% 0.00% - - 218.693260 218.711173 inf inf 3761.400938 3667.560432 9781.647811 9273.856572 nan nan nan nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.174701 33.072213 25.632491 20.770034 5.695780 9.963183 14.543356 5.794500 0.5350 0.5233 0.1800 nan nan
2459876 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.990291 35.450400 18.127210 14.041769 15.231182 24.516166 7.121967 -0.590448 0.5593 0.5074 0.2046 nan nan
2459875 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 50.056485 52.591701 12.662516 10.199426 7.140800 14.482912 8.948847 0.195482 0.5618 0.5115 0.2027 nan nan
2459873 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.889034 42.584681 16.959821 13.834420 3.238345 6.397869 12.622010 4.177150 0.5593 0.4984 0.2091 nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.515380 37.596262 22.871335 19.047765 9.269598 18.475706 9.507674 -0.022066 0.5595 0.5072 0.2016 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.858361 30.307111 22.841644 19.229459 7.081976 14.741149 9.436467 4.162465 0.5662 0.5021 0.2028 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 45.702905 47.203810 17.013861 13.936937 5.451868 10.404207 10.138561 -0.524984 0.5691 0.5118 0.2043 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.347455 37.955594 16.394163 13.498049 7.578182 13.087120 6.987858 2.191756 0.5800 0.5377 0.1912 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 41.972064 44.416995 25.919093 21.237595 4.664554 9.316459 27.377798 4.954844 0.5568 0.4999 0.2118 nan nan
2459867 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.736637 32.475114 20.847715 16.724209 2.469251 6.504920 7.771342 1.285075 0.5656 0.5012 0.2143 nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.893917 36.714032 19.261428 15.232306 3.899965 8.016603 6.624959 3.539827 0.5714 0.5104 0.2140 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.216850 42.852898 25.966523 20.685443 7.148437 13.002825 18.007204 9.526709 0.6050 0.5363 0.2017 nan nan
2459864 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459863 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.546287 32.371554 0.560536 -0.516649 1.386381 3.603793 11.904003 3.144543 0.5684 0.4945 0.2166 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.202397 35.854876 16.243449 12.721044 5.655920 11.614850 5.632853 2.846572 0.5456 0.5389 0.2251 nan nan
2459861 not_connected 100.00% 0.00% 0.00% 0.00% - - 21.026536 24.543967 -0.413833 -1.566538 2.476946 0.501349 17.323525 2.594812 0.5959 0.5240 0.2652 nan nan
2459860 not_connected 100.00% 0.00% 0.00% 0.00% - - 23.365500 25.547129 12.744943 9.772867 6.656115 12.610665 4.671543 1.534635 0.5960 0.5168 0.2521 nan nan
2459859 not_connected 100.00% 0.00% 0.00% 0.00% - - 17.699544 19.019436 -0.208274 -1.418830 0.306597 -0.066606 3.343778 1.954431 0.5980 0.5329 0.2417 nan nan
2459858 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.127431 20.234170 -0.602161 -1.804118 0.697327 0.031500 13.060809 7.469874 0.6156 0.5426 0.2667 2.870308 2.249178
2459857 not_connected 0.00% 100.00% 100.00% 0.00% - - 1.437309 0.540482 2.413569 3.709776 -0.476360 0.155402 -0.263113 -1.231451 0.0299 0.0297 0.0006 nan nan
2459856 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 28.492104 29.798028 12.122770 9.833387 3.052085 6.969325 3.097286 1.483104 0.5926 0.5552 0.2451 3.534344 2.705734
2459855 not_connected 100.00% 0.77% 0.00% 0.00% 100.00% 0.00% 35.533569 34.843190 13.321055 11.261713 1.146479 2.941226 6.470647 14.007814 0.5591 0.5743 0.2685 2.961751 2.334002
2459854 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.885481 38.274851 11.523629 9.544801 1.658963 1.922376 3.645412 -0.608629 0.5956 0.5937 0.2398 2.743506 2.279974
2459853 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 292.259756 292.608523 inf inf 4728.737953 4631.840688 12068.621199 11528.598379 nan nan nan 0.000000 0.000000
2459852 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.715114 11.382575 14.904098 11.205798 6.057982 9.532884 12.251533 10.478424 0.7479 0.7374 0.1719 7.983626 6.718125
2459851 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.530516 29.210251 16.962232 12.716167 12.404738 26.086355 11.659870 10.393128 0.6462 0.6123 0.2045 3.790983 2.635760
2459850 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 25.352745 31.082167 14.244626 11.176956 7.059678 13.033647 7.999199 7.354579 0.6247 0.6201 0.1902 2.913957 2.260792
2459849 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 25.549933 30.106786 29.009186 23.771947 5.758002 8.348602 5.513717 2.670629 0.6245 0.6116 0.2090 3.435027 2.606431
2459848 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.479580 25.509194 20.777376 16.839054 10.933478 16.138107 5.967269 0.755046 0.6119 0.6276 0.2091 4.205692 3.083327
2459847 not_connected 100.00% 0.00% 6.44% 0.00% 100.00% 0.00% 28.014516 33.511655 19.403641 15.257380 12.893596 13.686189 33.369907 3.165302 0.6173 0.5238 0.2964 3.273035 2.324259
2459846 not_connected 100.00% 0.00% 42.74% 0.00% 100.00% 0.00% 23.991533 26.858230 14.175578 11.046340 14.393575 14.793259 7.921027 1.799559 0.7603 0.5376 0.3751 4.573973 2.692753
2459845 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.499633 33.095393 26.231513 22.260447 6.510995 11.050399 8.830239 6.261732 0.6329 0.6267 0.2081 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 5.379697 2.628111 64.017585 70.303799 323.101396 322.764064 222.771750 215.206696 0.0292 0.0297 0.0005 nan nan
2459843 not_connected 100.00% 1.20% 0.66% 0.00% 100.00% 0.00% 13.188014 15.997729 18.084359 16.637240 5.429292 9.566976 5.666674 2.454352 0.6213 0.6149 0.2088 0.000000 0.000000
2459842 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.251996 7.179948 -0.241189 -1.355303 -1.106839 -0.710425 -0.446842 -0.633548 0.6450 0.5008 0.1946 5.054787 5.305572
2459841 not_connected 100.00% 100.00% 100.00% 0.00% - - 43.082983 25.294625 56.314161 55.986203 26.622803 22.587564 18.643644 8.649848 0.0302 0.0307 0.0013 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 77: 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
77 N06 not_connected ee Shape 59.724987 0.823858 59.724987 -0.507664 0.573878 -1.066140 4.962520 -0.693653 12.025267

Antenna 77: 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
77 N06 not_connected ee Shape 61.118556 61.118556 0.909309 0.507773 -0.467394 9.200674 -1.113901 9.992288 -0.948277

Antenna 77: 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
77 N06 not_connected ee Shape 55.626139 55.626139 0.822199 0.524444 -0.452456 9.187769 -0.926852 25.060724 -0.652596

Antenna 77: 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
77 N06 not_connected ee Shape 58.475676 58.475676 0.895943 0.593668 -0.596239 3.870564 -1.120022 6.921365 -1.059551

Antenna 77: 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
77 N06 not_connected ee Shape 58.896894 58.896894 0.842024 0.731874 -0.174270 7.037168 -0.298714 12.205691 -0.141080

Antenna 77: 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
77 N06 not_connected ee Shape 53.861270 53.861270 0.710771 0.553733 -0.296597 7.531313 -0.928279 14.187615 -1.231997

Antenna 77: 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
77 N06 not_connected ee Shape 59.831139 1.077106 59.831139 -0.157257 0.740910 -0.207564 8.810439 0.411520 16.141581

Antenna 77: 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
77 N06 not_connected ee Shape 61.282508 61.282508 1.074070 0.687963 -0.174570 6.331805 -0.425047 9.384442 0.182444

Antenna 77: 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
77 N06 not_connected ee Shape 31.418564 31.418564 0.279706 1.588700 -0.011930 9.422496 -0.828087 3.110921 -0.416625

Antenna 77: 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
77 N06 not_connected ee Shape 58.190194 58.190194 0.897126 0.767894 0.070890 9.428775 -0.860213 5.464968 -1.268359

Antenna 77: 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
77 N06 not_connected ee Shape 42.194100 0.949574 42.194100 -0.093475 0.125154 -0.698234 5.896760 -0.853135 18.531276

Antenna 77: 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
77 N06 not_connected ee Shape 57.142009 0.998800 57.142009 -0.200414 0.553908 -0.752396 7.353293 -0.075442 12.284200

Antenna 77: 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
77 N06 not_connected ee Shape 39.335517 0.155645 39.335517 -0.093626 -0.169993 -1.236250 8.839181 -0.686231 2.098880

Antenna 77: 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
77 N06 not_connected ee Shape 50.340155 -0.987029 50.340155 -0.126608 0.035441 -1.306164 26.084777 -0.837892 4.013465

Antenna 77: 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
77 N06 not_connected ee Shape 65.737789 0.687306 65.737789 -0.022264 0.759165 -0.218187 6.413719 0.161021 6.362663

Antenna 77: 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
77 N06 not_connected ee Shape 69.566621 69.566621 0.632516 0.602408 -0.469560 5.131550 -0.586689 9.234741 -0.940732

Antenna 77: 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
77 N06 not_connected ee Shape 60.596891 1.228755 60.596891 0.518768 0.649700 -0.135871 5.989488 -1.101427 10.729645

Antenna 77: 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
77 N06 not_connected ee Shape 42.593242 0.728213 42.593242 0.125523 0.164386 -0.181067 8.330130 0.768318 16.142182

Antenna 77: 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
77 N06 not_connected ee Shape 62.152022 -0.592423 62.152022 0.141225 0.589222 -0.855593 7.957584 -0.667107 6.238642

Antenna 77: 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
77 N06 not_connected ee Shape 48.813965 48.813965 0.690823 0.419111 0.084724 7.579577 -0.271713 27.847206 -1.025565

Antenna 77: 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
77 N06 not_connected ee Shape 57.439540 1.059723 57.439540 0.314299 0.734770 -0.810475 8.097721 -0.733710 10.542012

Antenna 77: 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
77 N06 not_connected ee Shape 48.272494 0.892677 48.272494 0.183008 0.403880 -0.915863 9.883051 -1.009557 35.949491

Antenna 77: 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
77 N06 not_connected ee Shape 53.454531 1.239486 53.454531 0.266393 0.559439 -0.005473 7.718802 -0.178647 21.659235

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 70.306944 0.936951 37.462195 -0.031467 0.092057 -0.667548 5.720322 -0.895764 70.306944

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 53.681476 1.343026 32.752626 0.181704 0.144067 -0.728622 8.656965 -0.908957 53.681476

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 61.458258 46.591552 0.940961 0.081038 -0.203768 11.423677 -0.152927 61.458258 0.443024

Antenna 77: 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
77 N06 not_connected ee Shape 30.832545 30.832545 0.643258 -0.128368 -0.364919 4.871266 -0.858454 23.964243 -1.203113

Antenna 77: 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
77 N06 not_connected ee Shape 28.446151 0.472754 28.446151 -0.454589 -0.270961 -0.973207 2.321084 -0.954708 0.886818

Antenna 77: 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
77 N06 not_connected ee Shape 28.665951 0.726302 28.665951 -0.469696 -0.097982 -1.024868 2.985574 -1.372740 9.798173

Antenna 77: 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
77 N06 not_connected ee Shape 12.406241 0.629549 12.406241 -0.632247 -0.033613 -1.147451 8.387450 -1.297280 10.262102

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 2.497978 -0.681392 0.522203 0.115698 -0.517256 -1.349455 -0.971200 2.497978 -0.962066

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 0.773143 0.549164 -0.293699 -0.336504 0.284790 -0.776149 -0.843751 -0.915097 0.773143

Antenna 77: 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
77 N06 not_connected nn Shape 0.719784 0.719784 -0.394566 -0.358274 0.235192 -1.034812 -1.001798 -1.317976 0.330759

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 3.514686 0.680290 -0.593297 -0.468307 0.278045 -0.917486 -1.227764 -1.177065 3.514686

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 5.727044 0.377529 -0.733994 -0.746968 0.019796 -1.138576 -1.295327 -1.004396 5.727044

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 2.859251 0.438824 -0.662225 -0.499591 0.136586 -0.941470 -0.886934 -0.829292 2.859251

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 3.030941 0.592538 -0.325418 -0.346802 0.273233 -1.005836 -0.994072 -0.949608 3.030941

Antenna 77: 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
77 N06 not_connected nn Shape 0.430507 -0.572722 0.430507 0.047675 -0.499515 -1.029984 -0.940992 0.006255 -1.952579

Antenna 77: 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
77 N06 not_connected ee Power 0.101274 -0.937423 -0.457237 0.101274 -0.330960 -0.719332 -1.041101 -0.532824 -1.340923

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 6.902703 0.673799 -0.472108 -0.265206 0.546364 -0.983582 -1.091858 -1.045391 6.902703

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 1.779131 -0.100014 1.151525 0.907933 0.243285 -0.586626 -0.818914 1.779131 -1.173479

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 1.518820 1.016333 -0.106255 0.357017 0.995441 -0.927619 -0.324666 -1.299927 1.518820

Antenna 77: 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
77 N06 not_connected nn Shape 1.348648 1.348648 0.667782 0.140242 1.004415 -0.587285 -1.006131 -1.935103 -2.164676

Antenna 77: 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
77 N06 not_connected nn Shape 1.027624 -0.347340 1.027624 0.913208 0.302418 -0.890496 -0.494996 -1.565292 -1.622775

Antenna 77: 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
77 N06 not_connected ee Power 0.948671 -0.298662 0.621953 0.948671 0.118165 -0.846846 -0.904221 -0.529952 -1.420443

Antenna 77: 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
77 N06 not_connected ee Power -0.241068 -0.703220 -0.777587 -0.685748 -0.241068 -1.122834 -0.676805 -0.902005 -0.667123

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 2.437086 1.348306 -0.845254 -0.833838 0.039034 0.009718 -1.385506 -0.632082 2.437086

Antenna 77: 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
77 N06 not_connected nn Shape 0.620490 0.620490 0.321070 -0.292602 0.210337 -0.826697 -0.840848 -0.485429 -1.135043

Antenna 77: 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
77 N06 not_connected nn Shape 0.290318 0.290318 -1.458393 -0.338135 -1.004582 -0.714726 -1.325170 -0.720046 -1.396058

Antenna 77: 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
77 N06 not_connected ee Temporal Variability 0.051014 -0.855623 0.000934 -0.362172 -0.273779 0.051014 -0.679836 -1.338342 -1.354845

Antenna 77: 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
77 N06 not_connected nn Shape -0.217802 -1.013605 -0.217802 -0.326791 -1.642511 -0.993625 -1.557083 -0.304648 -0.796299

Antenna 77: 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
77 N06 not_connected nn Shape 0.064262 0.064262 -1.147569 -1.460541 -0.097802 -1.916410 -0.961926 -1.695775 -0.804458

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 6.609822 0.563814 -0.735125 -1.370573 0.429167 -0.615066 -1.068054 -0.620273 6.609822

Antenna 77: 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
77 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 5.410374 -0.208640 -0.592900 -1.042025 0.064941 -0.968821 -1.150601 -0.530898 5.410374

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 4.511707 -0.539830 -0.051018 0.477052 -1.116116 -0.947110 -0.361998 4.511707 -0.735738

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 3.397634 0.173205 -0.072055 -1.423494 0.585902 -1.127362 -0.959030 -1.063868 3.397634

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 6.159593 0.047715 -0.943371 -1.427535 0.249431 0.068229 0.023535 -0.498968 6.159593

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 5.271838 -0.191483 -0.044258 0.237694 -1.387312 -0.959363 -1.121742 5.271838 -0.349146

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 0.527917 -0.595490 0.126299 0.461483 -1.638608 -0.673641 -0.619014 0.527917 -0.807710

Antenna 77: 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
77 N06 not_connected ee Power 0.620748 -0.918655 0.435152 0.620748 -1.906977 -0.799371 -0.475939 0.366218 -2.119935

Antenna 77: 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
77 N06 not_connected nn Shape 1.023502 1.023502 -0.375534 -1.522272 0.447272 -0.514424 -0.877431 -0.850865 -1.513221

Antenna 77: 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
77 N06 not_connected nn Shape 0.478335 0.478335 -0.506792 -1.190424 0.192503 -1.608907 -0.761694 -0.255540 -1.289504

Antenna 77: 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
77 N06 not_connected ee Power 0.298674 0.178430 -0.509174 -1.327920 0.298674 -1.544419 -0.717271 0.014907 -0.409149

Antenna 77: 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
77 N06 not_connected ee Power 0.257680 0.169117 -0.358880 -1.335788 0.257680 -2.099179 -1.114202 -0.881086 -1.272325

Antenna 77: 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
77 N06 not_connected nn Shape 0.092293 0.092293 -0.404362 -1.280838 0.051514 -1.957004 -0.995424 -0.843558 -1.406276

Antenna 77: 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
77 N06 not_connected ee Power 0.145229 -0.384621 -0.036468 0.145229 -1.100066 -1.002416 -1.565652 -1.465177 -0.606664

Antenna 77: 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
77 N06 not_connected nn Shape 25.611563 25.611563 23.129575 -0.758846 0.025505 1.723727 2.209836 10.511800 10.454739

Antenna 77: 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
77 N06 not_connected nn Shape 25.898334 25.898334 22.767393 -0.823792 0.494500 2.658019 2.239114 3.502173 10.100237

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 37.674705 23.469631 16.725143 -0.901898 0.491753 4.803845 12.114799 17.969637 37.674705

Antenna 77: 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
77 N06 not_connected nn Shape 24.746303 24.746303 22.434880 -0.803962 0.616255 3.936461 3.218527 3.718299 9.544493

Antenna 77: 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
77 N06 not_connected nn Shape 25.331837 25.331837 22.008241 -0.842014 0.367597 2.458425 1.865727 1.310405 6.173171

Antenna 77: 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
77 N06 not_connected nn Shape 28.346669 25.588792 28.346669 0.485802 -0.894720 2.219867 2.580411 12.983373 9.116538

Antenna 77: 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
77 N06 not_connected nn Shape 29.559709 25.895308 29.559709 0.023264 -0.826054 1.536933 1.626588 12.745397 5.389671

Antenna 77: 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
77 N06 not_connected nn Shape 26.918168 23.029181 26.918168 -0.039390 -0.702351 2.570530 0.931499 7.851509 4.197269

Antenna 77: 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
77 N06 not_connected nn Shape 24.681795 24.681795 22.524886 -0.903051 0.124178 2.991381 2.668254 1.385723 5.633626

Antenna 77: 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
77 N06 not_connected nn Shape 23.835591 23.835591 21.166633 -0.785967 0.493702 2.942701 3.651436 3.977471 9.043529

Antenna 77: 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
77 N06 not_connected nn Shape 23.827706 23.827706 20.798824 -0.794157 0.351415 3.883025 2.993060 6.364361 8.504244

Antenna 77: 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
77 N06 not_connected nn Shape 27.006485 25.347588 27.006485 0.527371 -1.008635 3.046370 3.016590 2.658706 0.766565

Antenna 77: 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
77 N06 not_connected nn Shape 28.684380 28.684380 26.074363 -0.796923 0.349456 4.495903 3.091841 2.714354 8.124988

Antenna 77: 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
77 N06 not_connected nn Shape 28.979280 25.123200 28.979280 0.210574 -0.826251 3.129967 3.465364 5.935256 2.157773

Antenna 77: 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
77 N06 not_connected nn Shape 28.284629 28.284629 21.797346 -1.045987 0.339471 2.034983 4.974005 10.040995 19.386836

Antenna 77: 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
77 N06 not_connected nn Shape 27.181562 17.616095 27.181562 0.942186 -0.978050 6.688103 3.276632 8.818581 0.632746

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 49.010013 26.819085 8.299440 -1.214266 1.035210 4.085249 7.674113 18.254737 49.010013

Antenna 77: 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
77 N06 not_connected nn Shape 31.135864 24.998525 31.135864 0.614757 -1.048982 6.957885 5.315239 30.573382 4.172202

Antenna 77: 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
77 N06 not_connected nn Shape 25.787383 25.787383 20.838183 -1.042287 0.576820 4.554484 6.934710 3.084212 13.861863

Antenna 77: 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
77 N06 not_connected ee Temporal Discontinuties 34.001069 27.790873 22.462370 -1.472423 -0.323175 5.438597 4.087977 14.066320 34.001069

Antenna 77: 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
77 N06 not_connected nn Shape 34.027999 23.078648 34.027999 0.600413 -0.563076 3.857261 2.761290 0.861120 0.140168

Antenna 77: 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
77 N06 not_connected nn Shape 40.691125 40.691125 37.571263 17.969545 22.586458 12.993884 8.377965 8.430494 17.856437

Antenna 77: 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
77 N06 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 77: 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
77 N06 not_connected nn Shape 32.188265 32.188265 29.656236 15.787181 19.902137 6.426273 3.978954 12.210745 21.295895

Antenna 77: 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
77 N06 not_connected nn Shape 53.055206 53.055206 50.229670 18.389560 23.143836 9.997470 6.178323 17.390016 25.499213

Antenna 77: 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
77 N06 not_connected nn Shape 30.368948 30.368948 27.029840 20.800199 26.284901 17.227828 16.829312 8.393221 23.775365

Antenna 77: 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
77 N06 not_connected nn Shape 36.897369 36.897369 34.890008 16.942011 20.789323 5.462152 3.205517 8.252871 15.424116

Antenna 77: 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
77 N06 not_connected nn Power inf 218.711173 218.693260 inf inf 3667.560432 3761.400938 9273.856572 9781.647811

Antenna 77: 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
77 N06 not_connected nn Shape 33.072213 33.072213 31.174701 20.770034 25.632491 9.963183 5.695780 5.794500 14.543356

Antenna 77: 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
77 N06 not_connected nn Shape 35.450400 33.990291 35.450400 18.127210 14.041769 15.231182 24.516166 7.121967 -0.590448

Antenna 77: 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
77 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 77: 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
77 N06 not_connected nn Shape 52.591701 50.056485 52.591701 12.662516 10.199426 7.140800 14.482912 8.948847 0.195482

Antenna 77: 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
77 N06 not_connected nn Shape 42.584681 40.889034 42.584681 16.959821 13.834420 3.238345 6.397869 12.622010 4.177150
In [ ]: