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 = "95"
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 95 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 95, Node N11:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459976 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.988051 -0.166462 -0.990774 0.752378 -0.334679 0.148451 0.175281 0.608418 0.5952 0.6238 0.3852 nan nan
2459975 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.582901 -0.486892 -1.055558 0.775756 -0.826950 0.339108 0.133230 0.742392 0.5985 0.6264 0.3968 nan nan
2459974 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.475685 -0.378796 -0.991382 0.820901 -0.276982 0.515711 0.794859 1.362510 0.6063 0.6321 0.3945 nan nan
2459973 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.236317 -0.470770 -0.901466 0.620204 -0.215080 -0.121031 -0.358837 0.534997 0.6127 0.6381 0.3937 nan nan
2459972 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.261064 -0.067759 -0.936332 1.232136 -0.371945 1.031405 -1.116295 0.197002 0.5888 0.6186 0.3976 nan nan
2459971 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.715840 -0.481081 -0.939939 0.991060 -0.493187 0.423439 0.307373 0.103872 0.5969 0.6269 0.3947 nan nan
2459970 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.674190 -0.388998 -0.681652 1.122791 -1.089526 0.468136 -0.580090 -0.018074 0.6039 0.6306 0.3947 nan nan
2459969 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.360613 0.040339 -0.589833 0.914325 -0.632481 0.295200 0.754170 0.853248 0.6127 0.6378 0.3971 nan nan
2459968 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.831959 0.734061 -0.602999 1.225728 -0.198129 0.680715 -0.907027 0.649762 0.7117 0.7311 0.2792 nan nan
2459967 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.332243 -0.478530 -0.891572 1.461029 0.749678 0.790434 0.126326 0.167681 0.6032 0.6335 0.3900 nan nan
2459966 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.613951 -0.352445 -0.922704 1.255205 -0.775577 0.694577 0.510357 1.541515 0.5993 0.6314 0.3932 nan nan
2459965 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.931015 0.105687 -0.353212 1.478814 -0.444777 0.414213 0.067983 0.785280 0.6093 0.6380 0.3808 nan nan
2459964 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.430460 -0.697414 -1.209503 1.151610 -0.675875 0.379653 -0.625651 0.451956 0.6541 0.6711 0.3334 nan nan
2459963 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.731944 -0.177979 -0.918075 1.015473 -1.376772 -0.107300 -1.044269 0.390504 0.6905 0.6963 0.2640 nan nan
2459962 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.135289 -0.585474 -1.436527 1.114413 -1.245688 -0.342936 -1.390034 0.042342 0.6461 0.6711 0.3440 nan nan
2459961 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.003707 -0.316088 -1.028855 1.031844 -1.876527 -0.326741 -1.364950 0.166486 0.7277 0.7288 0.2434 nan nan
2459960 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.869885 -1.279549 -0.979804 1.167214 -0.976833 -0.496126 -1.309313 -0.109365 0.6318 0.6498 0.3375 nan nan
2459959 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459958 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.205574 -1.283440 -1.014048 1.135275 -0.789123 -0.384173 -0.476795 -0.228024 0.6042 0.6363 0.3911 nan nan
2459957 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.937876 -0.967637 -0.850526 1.241922 -0.818606 0.070946 -0.628140 -0.273566 0.6026 0.6392 0.3995 nan nan
2459956 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.237587 0.156547 -0.722443 1.294610 -0.625586 0.069868 -1.020760 0.504868 0.6423 0.6637 0.3319 nan nan
2459955 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.588677 -0.358794 -0.791263 1.162882 -0.857997 0.254528 0.245028 2.481207 0.5981 0.6352 0.3998 nan nan
2459954 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.719067 -0.041113 -0.409401 1.323486 -0.757004 0.506609 -1.174677 0.681118 0.5991 0.6342 0.4043 nan nan
2459953 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.703408 0.012757 -0.648743 1.267957 -0.877900 0.708610 -0.641470 0.936140 0.6039 0.6390 0.3963 nan nan
2459952 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.436655 -0.062789 -0.354612 1.282494 -0.908007 0.469767 -1.047187 1.203914 0.6126 0.6436 0.4028 nan nan
2459951 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.612182 -0.484186 -0.699159 0.859348 -0.524924 -0.153450 2.050876 6.436225 0.6251 0.6556 0.3999 nan nan
2459950 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.739017 -0.323327 -0.534093 1.037737 -0.898802 -0.111912 -0.216759 0.524978 0.6245 0.6532 0.4076 nan nan
2459949 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.096071 -0.523228 -0.942552 0.788740 -0.700914 0.082778 -0.170733 1.377191 0.6120 0.6403 0.4057 nan nan
2459948 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.774212 -0.608415 -1.145120 0.840587 -0.368135 0.019024 0.162421 1.621788 0.6331 0.6671 0.3846 nan nan
2459947 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.401722 -0.622897 -1.112535 0.413694 -0.774776 -0.616047 -1.579550 -0.035285 0.6421 0.6557 0.3742 nan nan
2459946 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.654107 -0.900161 -1.010290 0.462559 -0.683644 -0.576057 -0.447697 1.164804 0.6117 0.6454 0.3983 nan nan
2459945 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.715393 -0.428302 -1.162906 0.228792 -0.846168 -0.513036 0.847336 3.512429 0.6190 0.6477 0.3961 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.024147 -1.000655 -1.117520 0.353917 -0.617178 -0.715001 0.113993 1.994894 0.6233 0.6528 0.4001 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.567871 -0.985375 -0.827171 0.429667 -0.157367 -0.485222 -0.712457 -0.026174 0.6305 0.6610 0.4018 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.184592 -1.002386 -1.009256 0.492798 -0.284054 -0.210619 -0.516660 1.029025 0.6277 0.6506 0.3907 nan nan
2459941 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.560696 -0.582166 -0.925353 0.416729 -0.118710 -0.011512 -0.174484 2.533379 0.6093 0.6412 0.4119 nan nan
2459940 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.103459 -1.200628 -1.141030 0.089837 -0.113117 -0.692027 -0.705698 0.550809 0.6112 0.6435 0.4136 nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.190337 -1.052670 -0.939976 0.278473 -0.231051 -0.709049 -0.318494 0.960467 0.6253 0.6518 0.4056 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.345841 -0.826303 -0.903404 0.441524 -0.784112 -0.716414 -0.201413 1.877828 0.6263 0.6537 0.3999 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.274309 -0.352955 -1.207206 0.433580 -0.564665 0.022491 -0.887973 -0.234698 0.6396 0.6736 0.3797 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.340409 -0.497542 -1.453719 0.952682 -0.418439 -0.615627 -1.784152 -0.285406 0.7452 0.7666 0.2279 nan nan
2459935 not_connected 100.00% 87.61% 87.61% 0.00% - - 12.560946 12.898681 -0.660662 0.368467 1.524547 1.606176 -0.287670 0.582395 0.5585 0.5734 0.3476 nan nan
2459934 not_connected 100.00% 100.00% 100.00% 0.00% - - 19.188847 19.436503 -0.316056 0.770586 -0.344345 -0.182476 0.007728 1.404261 nan nan nan nan nan
2459933 not_connected 100.00% 100.00% 100.00% 0.00% - - 15.441308 15.683657 -0.352047 0.910559 -0.099144 -0.385516 0.223654 1.095917 nan nan nan nan nan
2459932 not_connected 100.00% 100.00% 100.00% 0.00% - - 17.905494 18.204343 -0.179577 0.638273 0.148352 -1.012070 -0.952195 -1.381407 nan nan nan nan nan
2459931 not_connected 100.00% 100.00% 100.00% 0.00% - - 16.564535 16.933588 -0.406840 0.867524 -0.689550 -0.360480 -0.399336 -0.550394 nan nan nan nan nan
2459930 not_connected 100.00% 100.00% 100.00% 0.00% - - 14.933274 15.189470 -0.196453 0.607592 -0.556656 -0.399668 1.200248 1.368556 nan nan nan nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.073770 -1.120725 -1.475763 0.044562 -1.101470 -0.783077 -1.293826 -0.511591 0.7009 0.7075 0.2176 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.857258 -0.831416 -1.431650 0.550106 -0.990255 -1.269110 -0.426163 0.269106 0.6115 0.6452 0.4036 nan nan
2459927 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.235033 -0.541158 -0.882176 0.241716 -1.292298 -1.327731 -1.004951 -0.747442 0.5736 0.5871 0.3364 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.497727 0.028257 -1.912530 -0.671282 -1.289353 -1.813551 -1.148007 -1.914985 0.7631 0.7937 0.2255 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.223204 -0.620600 -1.816882 0.001229 -0.417767 -2.274813 -2.246629 -1.276281 0.7254 0.7265 0.2627 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.097227 -1.379267 -1.665165 0.101275 -1.751870 -2.295608 -0.635153 -1.060431 0.6437 0.6761 0.3871 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.740001 -1.256438 -1.660510 0.078564 1.032718 -1.955054 -1.711984 -1.243936 0.6833 0.7105 0.3565 nan nan
2459922 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.010801 -0.748011 -0.922505 0.635627 -0.231849 -1.102100 1.060945 1.365702 0.6159 0.6645 0.4113 nan nan
2459921 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.984751 -1.274753 -1.386009 -0.147791 -0.833420 -1.925523 0.233026 1.226187 0.6265 0.6657 0.4180 nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.629031 -1.450660 -1.112760 0.107920 -0.905708 -1.015589 -0.717642 0.137629 0.6253 0.6638 0.4194 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.438205 -1.095203 -0.791446 0.604267 -1.280531 -0.820407 -1.126305 -0.781327 0.6262 0.6593 0.3933 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.372922 0.077472 -0.425690 0.908643 -0.319754 -0.686451 0.842059 1.169292 0.6379 0.6739 0.4059 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.180963 -1.089231 -0.879855 0.754874 0.616433 -1.484013 0.540994 2.472858 0.6689 0.7063 0.4664 nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.592397 -0.221311 -0.664146 0.661802 -0.644955 -0.938626 0.149645 -0.209398 0.6391 0.6773 0.4102 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.920136 -0.476547 -0.765865 1.169437 0.232427 -0.305696 -0.594330 -0.767740 0.6717 0.7023 0.3761 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.034114 -0.542312 -0.803577 1.415478 -0.480764 -0.190656 -1.366588 -0.455199 0.6940 0.7300 0.3287 nan nan
2459913 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.182787 0.052370 -0.756331 1.018901 -0.466143 0.076753 -1.126732 -0.026424 0.6443 0.6699 0.4116 nan nan
2459912 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.636690 -0.379070 -0.886727 0.455290 -0.624731 -1.580306 -0.937623 -0.498720 0.6247 0.6682 0.4143 nan nan
2459911 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.420147 -0.199424 -0.732606 0.672746 -0.446870 -1.744851 -0.836550 1.255351 0.6273 0.6679 0.4164 nan nan
2459910 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.296705 -0.120361 -0.731325 0.599843 -0.430772 -2.059145 -0.723906 0.305078 0.6296 0.6683 0.4159 nan nan
2459909 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.476974 -0.078560 -0.912768 0.360036 -0.117043 -1.787716 0.696453 0.156398 0.6288 0.6685 0.4140 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.548376 -0.169075 -0.724335 0.361355 -0.480033 -1.607993 0.237840 0.047142 0.6332 0.6747 0.4126 nan nan
2459907 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.789352 -0.226925 -0.758774 0.363205 -0.186883 -1.639364 1.069284 5.016798 0.6315 0.6751 0.4113 nan nan
2459906 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.831997 -0.134143 -0.403640 1.002285 -0.435475 -0.438364 0.652318 7.239838 0.6217 0.6685 0.4140 nan nan
2459905 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.861688 0.022777 -0.655696 0.902529 -0.368668 -1.188652 1.474945 11.952297 0.6153 0.6626 0.4141 nan nan
2459904 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.470194 -0.029745 -0.403826 1.203381 -0.275988 -0.509059 -1.122361 12.285899 0.6210 0.6640 0.4083 nan nan
2459903 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.230467 0.072940 -0.537799 0.890963 -0.156108 -0.523421 -0.712783 5.846118 0.6279 0.6683 0.4145 nan nan
2459902 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.873051 0.503541 -0.450338 1.294937 -0.195083 -0.461751 2.153794 5.067071 0.6312 0.6676 0.4047 nan nan
2459901 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.286684 -0.149090 -0.843834 0.568624 0.326642 -0.824593 0.097072 2.104209 0.6243 0.6646 0.4138 nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.166254 -0.082981 -0.886851 0.599793 0.531889 -0.896622 0.254596 -0.152249 0.5732 0.6302 0.3516 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.081152 -0.271471 -0.732603 0.672905 -0.288075 -1.038623 -1.209632 -1.143846 0.6319 0.6711 0.4104 nan nan
2459897 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.397888 -0.040839 -0.395085 0.838963 -0.082943 -0.889262 0.665138 2.311520 0.6371 0.6751 0.4035 nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.164480 0.051773 -0.433838 0.823834 -0.611024 -1.290687 2.575501 3.415780 0.6423 0.6786 0.4035 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.691551 -0.180411 -0.732994 1.734579 -1.670251 -0.132043 -1.364474 0.388515 0.7368 0.7539 0.2861 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.437684 -0.382683 -0.576665 0.791063 -0.675394 -1.186231 0.064845 1.743457 0.6466 0.6794 0.3914 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.026259 -0.383761 -0.674021 0.574741 -0.717971 -1.205448 -0.000721 1.441657 0.6484 0.6803 0.3943 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.329606 -0.239003 -0.676790 0.842370 0.131635 -1.007107 1.010335 2.854343 0.6410 0.6791 0.3997 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.051602 -0.393956 -0.437580 1.044443 -0.289417 -1.616502 -1.137607 -0.741813 0.6345 0.6726 0.4058 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.020407 -0.354809 -0.919529 1.616054 -0.397970 -0.889917 1.842396 1.461810 0.6339 0.6692 0.4006 nan nan
2459889 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.612306 -0.338221 -0.535396 1.003182 -0.286008 -1.638721 0.126476 1.215980 0.6436 0.6740 0.3961 nan nan
2459888 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.514188 -0.200070 -0.636541 1.406185 -0.609412 -0.993770 1.128034 1.354739 0.6613 0.6925 0.3899 nan nan
2459887 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.221258 -0.554298 -1.639626 0.624966 -1.503525 -2.001672 0.797743 0.379853 0.6471 0.6755 0.4018 nan nan
2459886 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.279549 -0.851047 -0.576653 1.025857 5.060935 2.180329 -0.740210 0.199277 0.7213 0.7265 0.3514 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.695861 1.557713 16.171541 29.447813 3.278362 4.495643 5.386560 6.053138 0.6946 0.7090 0.3638 nan nan
2459884 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.280674 3.937696 3.634070 4.624247 2.633001 5.211318 -1.735213 -2.526394 0.6556 0.6548 0.3997 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 100.00% - - 6.611531 5.955657 39.892401 39.854328 4.886329 8.962299 -5.037797 -3.605181 0.2728 0.2759 -0.2967 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 97.95% - - 10.148774 9.274650 47.467838 46.182966 6.600504 12.001650 -1.943426 -1.835854 0.2841 0.2849 -0.2939 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 82.20% - - 6.820248 5.995837 53.276689 52.203485 12.289803 22.737913 -3.953096 5.347069 0.3898 0.3888 -0.2496 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 99.66% - - 7.299539 6.642049 42.541963 42.480060 4.094876 7.694820 -2.440581 -2.200268 0.2646 0.2661 -0.3068 nan nan
2459879 not_connected 0.00% 0.00% 0.00% 100.00% - - 2.730598 2.260675 1.902224 1.570610 -0.261961 0.706599 -3.656034 -3.695475 0.2281 0.2242 -0.2927 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 100.00% - - 6.621751 6.807458 51.766945 51.922227 7.178234 12.856198 -4.688550 -5.024469 0.2446 0.2431 -0.2822 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 95: 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
95 N11 not_connected ee Shape 0.988051 -0.166462 0.988051 0.752378 -0.990774 0.148451 -0.334679 0.608418 0.175281

Antenna 95: 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
95 N11 not_connected nn Power 0.775756 0.582901 -0.486892 -1.055558 0.775756 -0.826950 0.339108 0.133230 0.742392

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.362510 0.475685 -0.378796 -0.991382 0.820901 -0.276982 0.515711 0.794859 1.362510

Antenna 95: 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
95 N11 not_connected nn Power 0.620204 0.236317 -0.470770 -0.901466 0.620204 -0.215080 -0.121031 -0.358837 0.534997

Antenna 95: 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
95 N11 not_connected ee Shape 1.261064 1.261064 -0.067759 -0.936332 1.232136 -0.371945 1.031405 -1.116295 0.197002

Antenna 95: 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
95 N11 not_connected nn Power 0.991060 0.715840 -0.481081 -0.939939 0.991060 -0.493187 0.423439 0.307373 0.103872

Antenna 95: 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
95 N11 not_connected nn Power 1.122791 -0.388998 0.674190 1.122791 -0.681652 0.468136 -1.089526 -0.018074 -0.580090

Antenna 95: 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
95 N11 not_connected nn Power 0.914325 0.360613 0.040339 -0.589833 0.914325 -0.632481 0.295200 0.754170 0.853248

Antenna 95: 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
95 N11 not_connected nn Power 1.225728 0.831959 0.734061 -0.602999 1.225728 -0.198129 0.680715 -0.907027 0.649762

Antenna 95: 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
95 N11 not_connected nn Power 1.461029 1.332243 -0.478530 -0.891572 1.461029 0.749678 0.790434 0.126326 0.167681

Antenna 95: 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
95 N11 not_connected ee Shape 1.613951 -0.352445 1.613951 1.255205 -0.922704 0.694577 -0.775577 1.541515 0.510357

Antenna 95: 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
95 N11 not_connected nn Power 1.478814 0.105687 0.931015 1.478814 -0.353212 0.414213 -0.444777 0.785280 0.067983

Antenna 95: 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
95 N11 not_connected ee Shape 1.135289 -0.585474 1.135289 1.114413 -1.436527 -0.342936 -1.245688 0.042342 -1.390034

Antenna 95: 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
95 N11 not_connected nn Power 1.031844 -0.316088 1.003707 1.031844 -1.028855 -0.326741 -1.876527 0.166486 -1.364950

Antenna 95: 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
95 N11 not_connected nn Power 1.167214 -1.279549 0.869885 1.167214 -0.979804 -0.496126 -0.976833 -0.109365 -1.309313

Antenna 95: 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
95 N11 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 95: 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
95 N11 not_connected ee Shape 2.205574 -1.283440 2.205574 1.135275 -1.014048 -0.384173 -0.789123 -0.228024 -0.476795

Antenna 95: 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
95 N11 not_connected ee Shape 1.937876 -0.967637 1.937876 1.241922 -0.850526 0.070946 -0.818606 -0.273566 -0.628140

Antenna 95: 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
95 N11 not_connected ee Shape 2.237587 0.156547 2.237587 1.294610 -0.722443 0.069868 -0.625586 0.504868 -1.020760

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 2.481207 1.588677 -0.358794 -0.791263 1.162882 -0.857997 0.254528 0.245028 2.481207

Antenna 95: 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
95 N11 not_connected ee Shape 1.719067 -0.041113 1.719067 1.323486 -0.409401 0.506609 -0.757004 0.681118 -1.174677

Antenna 95: 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
95 N11 not_connected ee Shape 1.703408 0.012757 1.703408 1.267957 -0.648743 0.708610 -0.877900 0.936140 -0.641470

Antenna 95: 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
95 N11 not_connected ee Shape 1.436655 -0.062789 1.436655 1.282494 -0.354612 0.469767 -0.908007 1.203914 -1.047187

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 6.436225 -0.484186 0.612182 0.859348 -0.699159 -0.153450 -0.524924 6.436225 2.050876

Antenna 95: 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
95 N11 not_connected nn Power 1.037737 -0.323327 0.739017 1.037737 -0.534093 -0.111912 -0.898802 0.524978 -0.216759

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.377191 1.096071 -0.523228 -0.942552 0.788740 -0.700914 0.082778 -0.170733 1.377191

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.621788 0.774212 -0.608415 -1.145120 0.840587 -0.368135 0.019024 0.162421 1.621788

Antenna 95: 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
95 N11 not_connected nn Power 0.413694 -0.622897 0.401722 0.413694 -1.112535 -0.616047 -0.774776 -0.035285 -1.579550

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.164804 -0.900161 0.654107 0.462559 -1.010290 -0.576057 -0.683644 1.164804 -0.447697

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 3.512429 -0.428302 0.715393 0.228792 -1.162906 -0.513036 -0.846168 3.512429 0.847336

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.994894 0.024147 -1.000655 -1.117520 0.353917 -0.617178 -0.715001 0.113993 1.994894

Antenna 95: 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
95 N11 not_connected nn Power 0.429667 -0.985375 -0.567871 0.429667 -0.827171 -0.485222 -0.157367 -0.026174 -0.712457

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.029025 -1.002386 0.184592 0.492798 -1.009256 -0.210619 -0.284054 1.029025 -0.516660

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 2.533379 -0.582166 0.560696 0.416729 -0.925353 -0.011512 -0.118710 2.533379 -0.174484

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 0.550809 -1.200628 0.103459 0.089837 -1.141030 -0.692027 -0.113117 0.550809 -0.705698

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 0.960467 -1.052670 0.190337 0.278473 -0.939976 -0.709049 -0.231051 0.960467 -0.318494

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.877828 -0.826303 0.345841 0.441524 -0.903404 -0.716414 -0.784112 1.877828 -0.201413

Antenna 95: 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
95 N11 not_connected ee Shape 1.274309 1.274309 -0.352955 -1.207206 0.433580 -0.564665 0.022491 -0.887973 -0.234698

Antenna 95: 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
95 N11 not_connected ee Shape 1.340409 1.340409 -0.497542 -1.453719 0.952682 -0.418439 -0.615627 -1.784152 -0.285406

Antenna 95: 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
95 N11 not_connected nn Shape 12.898681 12.898681 12.560946 0.368467 -0.660662 1.606176 1.524547 0.582395 -0.287670

Antenna 95: 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
95 N11 not_connected nn Shape 19.436503 19.188847 19.436503 -0.316056 0.770586 -0.344345 -0.182476 0.007728 1.404261

Antenna 95: 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
95 N11 not_connected nn Shape 15.683657 15.683657 15.441308 0.910559 -0.352047 -0.385516 -0.099144 1.095917 0.223654

Antenna 95: 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
95 N11 not_connected nn Shape 18.204343 18.204343 17.905494 0.638273 -0.179577 -1.012070 0.148352 -1.381407 -0.952195

Antenna 95: 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
95 N11 not_connected nn Shape 16.933588 16.564535 16.933588 -0.406840 0.867524 -0.689550 -0.360480 -0.399336 -0.550394

Antenna 95: 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
95 N11 not_connected nn Shape 15.189470 14.933274 15.189470 -0.196453 0.607592 -0.556656 -0.399668 1.200248 1.368556

Antenna 95: 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
95 N11 not_connected nn Power 0.044562 -1.120725 -1.073770 0.044562 -1.475763 -0.783077 -1.101470 -0.511591 -1.293826

Antenna 95: 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
95 N11 not_connected ee Shape 0.857258 -0.831416 0.857258 0.550106 -1.431650 -1.269110 -0.990255 0.269106 -0.426163

Antenna 95: 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
95 N11 not_connected nn Power 0.241716 -0.541158 -0.235033 0.241716 -0.882176 -1.327731 -1.292298 -0.747442 -1.004951

Antenna 95: 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
95 N11 not_connected ee Shape 0.497727 0.028257 0.497727 -0.671282 -1.912530 -1.813551 -1.289353 -1.914985 -1.148007

Antenna 95: 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
95 N11 not_connected nn Power 0.001229 -0.223204 -0.620600 -1.816882 0.001229 -0.417767 -2.274813 -2.246629 -1.276281

Antenna 95: 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
95 N11 not_connected nn Power 0.101275 0.097227 -1.379267 -1.665165 0.101275 -1.751870 -2.295608 -0.635153 -1.060431

Antenna 95: 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
95 N11 not_connected ee Temporal Variability 1.032718 -1.256438 0.740001 0.078564 -1.660510 -1.955054 1.032718 -1.243936 -1.711984

Antenna 95: 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
95 N11 not_connected ee Shape 2.010801 -0.748011 2.010801 0.635627 -0.922505 -1.102100 -0.231849 1.365702 1.060945

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.226187 0.984751 -1.274753 -1.386009 -0.147791 -0.833420 -1.925523 0.233026 1.226187

Antenna 95: 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
95 N11 not_connected ee Shape 0.629031 -1.450660 0.629031 0.107920 -1.112760 -1.015589 -0.905708 0.137629 -0.717642

Antenna 95: 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
95 N11 not_connected nn Power 0.604267 0.438205 -1.095203 -0.791446 0.604267 -1.280531 -0.820407 -1.126305 -0.781327

Antenna 95: 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
95 N11 not_connected ee Shape 1.372922 0.077472 1.372922 0.908643 -0.425690 -0.686451 -0.319754 1.169292 0.842059

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 2.472858 -1.089231 1.180963 0.754874 -0.879855 -1.484013 0.616433 2.472858 0.540994

Antenna 95: 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
95 N11 not_connected nn Power 0.661802 0.592397 -0.221311 -0.664146 0.661802 -0.644955 -0.938626 0.149645 -0.209398

Antenna 95: 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
95 N11 not_connected nn Power 1.169437 0.920136 -0.476547 -0.765865 1.169437 0.232427 -0.305696 -0.594330 -0.767740

Antenna 95: 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
95 N11 not_connected ee Shape 2.034114 2.034114 -0.542312 -0.803577 1.415478 -0.480764 -0.190656 -1.366588 -0.455199

Antenna 95: 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
95 N11 not_connected ee Shape 1.182787 0.052370 1.182787 1.018901 -0.756331 0.076753 -0.466143 -0.026424 -1.126732

Antenna 95: 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
95 N11 not_connected ee Shape 0.636690 -0.379070 0.636690 0.455290 -0.886727 -1.580306 -0.624731 -0.498720 -0.937623

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.255351 -0.199424 0.420147 0.672746 -0.732606 -1.744851 -0.446870 1.255351 -0.836550

Antenna 95: 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
95 N11 not_connected nn Power 0.599843 -0.120361 0.296705 0.599843 -0.731325 -2.059145 -0.430772 0.305078 -0.723906

Antenna 95: 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
95 N11 not_connected ee Temporal Discontinuties 0.696453 -0.078560 0.476974 0.360036 -0.912768 -1.787716 -0.117043 0.156398 0.696453

Antenna 95: 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
95 N11 not_connected ee Shape 0.548376 0.548376 -0.169075 -0.724335 0.361355 -0.480033 -1.607993 0.237840 0.047142

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 5.016798 -0.226925 0.789352 0.363205 -0.758774 -1.639364 -0.186883 5.016798 1.069284

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 7.239838 -0.134143 0.831997 1.002285 -0.403640 -0.438364 -0.435475 7.239838 0.652318

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 11.952297 0.022777 0.861688 0.902529 -0.655696 -1.188652 -0.368668 11.952297 1.474945

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 12.285899 -0.029745 0.470194 1.203381 -0.403826 -0.509059 -0.275988 12.285899 -1.122361

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 5.846118 0.072940 0.230467 0.890963 -0.537799 -0.523421 -0.156108 5.846118 -0.712783

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 5.067071 0.873051 0.503541 -0.450338 1.294937 -0.195083 -0.461751 2.153794 5.067071

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 2.104209 0.286684 -0.149090 -0.843834 0.568624 0.326642 -0.824593 0.097072 2.104209

Antenna 95: 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
95 N11 not_connected nn Power 0.599793 0.166254 -0.082981 -0.886851 0.599793 0.531889 -0.896622 0.254596 -0.152249

Antenna 95: 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
95 N11 not_connected nn Power 0.672905 -0.271471 0.081152 0.672905 -0.732603 -1.038623 -0.288075 -1.143846 -1.209632

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 2.311520 -0.040839 0.397888 0.838963 -0.395085 -0.889262 -0.082943 2.311520 0.665138

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 3.415780 0.051773 0.164480 0.823834 -0.433838 -1.290687 -0.611024 3.415780 2.575501

Antenna 95: 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
95 N11 not_connected nn Power 1.734579 0.691551 -0.180411 -0.732994 1.734579 -1.670251 -0.132043 -1.364474 0.388515

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.743457 -0.382683 0.437684 0.791063 -0.576665 -1.186231 -0.675394 1.743457 0.064845

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.441657 0.026259 -0.383761 -0.674021 0.574741 -0.717971 -1.205448 -0.000721 1.441657

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 2.854343 -0.239003 0.329606 0.842370 -0.676790 -1.007107 0.131635 2.854343 1.010335

Antenna 95: 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
95 N11 not_connected nn Power 1.044443 0.051602 -0.393956 -0.437580 1.044443 -0.289417 -1.616502 -1.137607 -0.741813

Antenna 95: 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
95 N11 not_connected ee Temporal Discontinuties 1.842396 -0.354809 1.020407 1.616054 -0.919529 -0.889917 -0.397970 1.461810 1.842396

Antenna 95: 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
95 N11 not_connected nn Temporal Discontinuties 1.215980 0.612306 -0.338221 -0.535396 1.003182 -0.286008 -1.638721 0.126476 1.215980

Antenna 95: 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
95 N11 not_connected nn Power 1.406185 -0.200070 0.514188 1.406185 -0.636541 -0.993770 -0.609412 1.354739 1.128034

Antenna 95: 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
95 N11 not_connected ee Temporal Discontinuties 0.797743 -0.554298 0.221258 0.624966 -1.639626 -2.001672 -1.503525 0.379853 0.797743

Antenna 95: 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
95 N11 not_connected ee Temporal Variability 5.060935 0.279549 -0.851047 -0.576653 1.025857 5.060935 2.180329 -0.740210 0.199277

Antenna 95: 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
95 N11 not_connected nn Power 29.447813 1.557713 2.695861 29.447813 16.171541 4.495643 3.278362 6.053138 5.386560

Antenna 95: 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
95 N11 not_connected nn Temporal Variability 5.211318 3.937696 2.280674 4.624247 3.634070 5.211318 2.633001 -2.526394 -1.735213

Antenna 95: 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
95 N11 not_connected ee Power 39.892401 5.955657 6.611531 39.854328 39.892401 8.962299 4.886329 -3.605181 -5.037797

Antenna 95: 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
95 N11 not_connected ee Power 47.467838 9.274650 10.148774 46.182966 47.467838 12.001650 6.600504 -1.835854 -1.943426

Antenna 95: 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
95 N11 not_connected ee Power 53.276689 5.995837 6.820248 52.203485 53.276689 22.737913 12.289803 5.347069 -3.953096

Antenna 95: 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
95 N11 not_connected ee Power 42.541963 6.642049 7.299539 42.480060 42.541963 7.694820 4.094876 -2.200268 -2.440581

Antenna 95: 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
95 N11 not_connected ee Shape 2.730598 2.260675 2.730598 1.570610 1.902224 0.706599 -0.261961 -3.695475 -3.656034

Antenna 95: 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
95 N11 not_connected nn Power 51.922227 6.807458 6.621751 51.922227 51.766945 12.856198 7.178234 -5.024469 -4.688550
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