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 = "22"
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 22 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 155 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 22, 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 0.00% 0.00% 0.00% 0.00% - - -0.649256 -0.394232 0.337829 0.043815 1.055314 1.796026 -0.365771 -0.925488 0.5844 0.5998 0.3792 nan nan
2459975 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.687569 -0.412795 0.303079 0.057490 1.102062 1.405792 -0.501145 -1.112434 0.5809 0.5977 0.3858 nan nan
2459974 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.713280 -0.593752 0.221223 -0.078610 1.899968 2.434175 -0.245105 -1.460318 0.5862 0.6027 0.3849 nan nan
2459973 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.682359 -0.536185 0.269159 -0.257356 1.291726 1.704507 -0.483080 -1.070840 0.6013 0.6168 0.3866 nan nan
2459972 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.687142 -0.286650 0.576081 0.460089 1.929026 3.568287 1.592065 1.061257 0.5650 0.5823 0.3831 nan nan
2459971 not_connected 100.00% 100.00% 100.00% 0.00% - - 227.206519 227.019875 inf inf 5354.136047 5353.315302 8253.873220 8251.561253 nan nan nan nan nan
2459970 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.541989 -0.206174 0.682413 0.358343 1.101827 1.659333 0.106543 -0.460506 0.5861 0.6015 0.3856 nan nan
2459969 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.669214 -0.477898 0.391177 -0.049658 2.040296 2.871761 -0.767531 -1.307023 0.5939 0.6079 0.3861 nan nan
2459968 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.414909 0.392387 0.816879 0.402185 2.699645 4.862529 0.405969 -0.128230 0.6890 0.6949 0.2830 nan nan
2459967 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.626871 -0.232323 0.836356 0.710345 0.907197 1.949405 -0.673333 -1.299179 0.5911 0.6057 0.3753 nan nan
2459966 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.567358 -0.168061 0.859696 0.570960 1.328371 2.089453 -0.505120 -1.120096 0.5851 0.5999 0.3769 nan nan
2459965 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.782890 -0.305719 0.607809 0.307427 1.349757 2.032942 -0.445921 -0.756404 0.5927 0.6068 0.3641 nan nan
2459964 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.241231 -0.611501 0.511325 0.358373 1.141443 2.396996 -0.206755 -0.694333 0.6430 0.6506 0.3320 nan nan
2459963 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.158274 -1.151736 0.297764 0.030896 -0.815330 -0.824050 -0.140939 -0.340477 0.6841 0.6830 0.2543 nan nan
2459962 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.356182 -0.657929 0.215144 0.200955 -0.780429 -0.791685 -0.399190 -0.564106 0.6389 0.6489 0.3306 nan nan
2459961 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.883043 -0.037561 0.741988 0.510905 0.422225 -1.027234 -0.490895 -0.473291 0.7073 0.6982 0.2506 nan nan
2459960 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.967258 -0.449310 0.788296 0.578413 0.926293 0.212489 0.088728 -0.328172 0.6302 0.6366 0.3234 nan nan
2459959 not_connected 100.00% 100.00% 100.00% 0.00% - - 297.721725 297.550949 inf inf 4531.120834 4529.641405 6347.043460 6260.897555 nan nan nan nan nan
2459958 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.160159 -0.365271 0.741395 0.541297 1.188693 0.560145 0.464354 -0.407531 0.6022 0.6164 0.3811 nan nan
2459957 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.836527 -0.225214 0.753347 0.596603 1.514417 1.611527 0.955671 -0.743897 0.5836 0.6021 0.3845 nan nan
2459956 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.383505 0.433674 0.927714 0.671003 1.890501 1.162880 0.504869 -0.312780 0.6280 0.6325 0.3264 nan nan
2459955 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.795830 -0.388539 0.720363 0.598330 1.148018 0.667105 -0.293317 -1.034292 0.5775 0.5978 0.3851 nan nan
2459954 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.555291 -0.191722 0.984483 0.689478 1.344702 2.018111 -0.481347 -1.192118 0.5807 0.6004 0.3946 nan nan
2459953 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.665316 -0.270263 0.817626 0.617301 1.035450 0.936440 -0.693232 -1.208938 0.5975 0.6172 0.3926 nan nan
2459952 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.492787 -0.123085 0.935334 0.538643 0.699177 1.186019 -0.535816 -1.252197 0.6009 0.6191 0.3966 nan nan
2459951 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.893975 -0.499169 0.006275 -0.136245 2.346652 1.805863 -0.348598 -1.476710 0.6099 0.6303 0.3971 nan nan
2459950 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.924254 -0.475521 -0.166429 -0.214264 3.169174 2.053456 -0.298899 -0.750064 0.5997 0.6182 0.4021 nan nan
2459949 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.072072 -0.644303 -0.005811 -0.222339 1.948457 1.962213 -0.308578 -1.171133 0.5943 0.6105 0.3980 nan nan
2459948 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.929429 -0.669911 0.113735 -0.326816 1.514853 2.244272 -0.109459 -0.922550 0.6240 0.6456 0.3810 nan nan
2459947 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.317920 -0.964554 -0.381306 -0.533500 1.250467 1.179122 -0.491337 -0.400110 0.6297 0.6317 0.3665 nan nan
2459946 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.765633 -0.598148 0.336818 -0.136241 0.899968 0.593684 0.012539 -1.042892 0.6048 0.6220 0.3902 nan nan
2459945 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.671198 -0.589018 0.033528 -0.383364 0.741005 0.520950 -0.375621 -1.446296 0.6124 0.6261 0.3909 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.748193 -0.730338 0.053303 -0.289326 1.446696 0.838378 -0.622453 -0.996397 0.6194 0.6357 0.3911 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.775720 -0.769354 -0.115635 -0.381292 3.227325 1.842538 -0.784411 -0.886379 0.6189 0.6379 0.3969 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.783988 -0.614866 0.026245 -0.228230 3.005928 2.019244 -0.617374 -0.801495 0.6141 0.6235 0.3877 nan nan
2459941 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.785777 -0.525706 0.225485 -0.213614 2.332936 2.150194 -0.298173 -0.510689 0.5994 0.6152 0.4051 nan nan
2459940 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.156140 -0.959538 -0.137191 -0.611497 1.407452 1.710639 -0.808764 -0.916484 0.6056 0.6217 0.4032 nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.201574 -0.956457 -0.210617 -0.474718 2.746355 1.737442 -0.184321 -1.118325 0.6106 0.6244 0.3996 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.936568 -0.705604 -0.178879 -0.410776 1.937823 0.975613 -0.410824 -1.115335 0.6133 0.6285 0.3975 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.914779 -0.620800 -0.065720 -0.265308 1.650093 1.211025 -0.050373 -0.911584 0.6287 0.6485 0.3769 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.079120 -0.439722 0.291768 0.311738 0.692029 1.187240 -0.158095 -0.827648 0.7248 0.7301 0.2354 nan nan
2459935 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.749600 -0.525330 0.445252 -0.007400 2.042605 0.535825 -0.052304 -0.818292 0.5896 0.6035 0.3800 nan nan
2459934 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.455641 -0.236514 0.646103 0.391193 1.920018 1.449773 -0.435999 -1.278953 0.6178 0.6359 0.3947 nan nan
2459933 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.412825 -0.137932 0.671687 0.513633 1.299982 0.796659 -0.374618 -1.178479 0.6009 0.6218 0.3905 nan nan
2459932 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.599395 0.121194 0.397821 0.164745 2.780069 -0.665452 -0.260982 -1.653046 0.5315 0.5530 0.3297 nan nan
2459931 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.938281 -0.238808 0.299265 0.337917 2.293041 0.521393 -0.178172 -1.356235 0.6242 0.6427 0.3854 nan nan
2459930 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.738709 -0.474179 0.392458 0.121973 2.745096 0.772796 -0.221292 -1.057707 0.6192 0.6357 0.3913 nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.565776 0.604915 -0.764933 -0.689080 -1.065174 -1.079746 -0.901023 -0.801865 0.7299 0.7253 0.2391 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.961638 -0.465623 -0.125223 -0.162030 2.216333 0.036850 -0.227188 -1.051501 0.5928 0.6056 0.3907 nan nan
2459927 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.267237 -0.506482 -0.664051 -0.788138 1.442667 5.333167 0.030320 -0.863941 0.5499 0.5614 0.3275 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.747017 -1.630075 -1.237706 -1.178793 -0.792817 -1.228039 -0.788043 -1.173423 0.7265 0.7496 0.2357 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.286225 -0.216686 -0.619349 -0.697407 0.021075 -0.057404 -1.011012 -1.080705 0.7097 0.7026 0.2603 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.251151 -0.994598 -0.729321 -0.714646 -0.658409 -1.281996 -0.338866 -0.672031 0.6280 0.6464 0.3807 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.456064 -1.042487 -0.231821 -0.532658 0.420404 -0.959720 -0.670922 -1.544716 0.6666 0.6835 0.3558 nan nan
2459922 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.739933 -0.519843 0.477875 0.162166 0.729349 -0.455083 -0.506771 -1.064816 0.6200 0.6403 0.4026 nan nan
2459921 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.681738 -0.732492 0.143210 -0.701529 0.075283 -0.613727 -1.109193 -1.242129 0.6253 0.6419 0.4167 nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.784250 -0.852072 0.032022 -0.491276 0.551578 -0.144558 -0.734974 -1.295443 0.6234 0.6414 0.4182 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.914665 -0.701155 0.245245 -0.132295 -0.149301 -1.334023 -0.427514 -1.211817 0.6192 0.6392 0.3858 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.573243 -0.430061 0.367794 -0.014296 1.324472 1.023198 -0.692401 -1.450935 0.6339 0.6507 0.3986 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.817672 -0.886306 0.271918 -0.118385 -0.401682 1.173832 -0.578847 -1.222489 0.6682 0.6810 0.4637 nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.950748 -0.848731 -0.166206 -0.558477 2.775884 2.781624 0.534733 -0.366973 0.6290 0.6475 0.3998 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.820221 -0.544573 0.396229 0.114036 1.407035 2.225996 0.607811 0.103832 0.6657 0.6786 0.3711 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.115466 -0.674156 0.426315 0.301083 -0.010103 0.509185 -0.017869 -0.805343 0.6846 0.7031 0.3240 nan nan
2459913 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.621151 -0.180549 0.467648 0.147105 0.859458 0.778938 0.107674 -0.423337 0.6405 0.6461 0.4095 nan nan
2459912 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.670700 -0.557140 0.207767 -0.337236 0.226201 -0.547125 0.162661 0.025115 0.6240 0.6465 0.4041 nan nan
2459911 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.480596 -0.469169 0.314506 -0.153157 0.926670 0.005041 0.367637 -0.181479 0.6232 0.6449 0.4089 nan nan
2459910 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.533896 -0.508370 0.167413 -0.275770 2.131473 0.534824 -0.709718 -1.213620 0.6274 0.6469 0.4070 nan nan
2459909 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.612680 -0.575070 -0.031308 -0.497249 1.460025 -0.055658 -0.511467 -1.296739 0.6248 0.6447 0.4065 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.801009 -0.832889 -0.058165 -0.551387 1.591421 0.121222 -0.507623 -1.258536 0.6300 0.6540 0.4044 nan nan
2459907 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.742343 -0.508070 -0.026306 -0.589252 2.596343 1.614332 -0.652189 -0.960976 0.6280 0.6492 0.4023 nan nan
2459906 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.605999 -0.296547 0.534693 0.042046 1.719252 1.962090 -0.773228 -0.920953 0.6165 0.6395 0.4030 nan nan
2459905 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.511154 -0.169160 0.426011 0.040596 1.034833 0.650046 -0.695851 -1.020849 0.6111 0.6380 0.4101 nan nan
2459904 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.787178 -0.334698 0.509128 0.103859 0.998749 1.666630 0.090656 -0.685828 0.6130 0.6366 0.4022 nan nan
2459903 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.056204 -0.516666 -0.044847 -0.375252 3.581388 2.736216 0.062216 -1.085580 0.6172 0.6398 0.4060 nan nan
2459902 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.688769 -0.181265 0.380207 0.182213 1.588650 1.383360 -0.429450 -1.228752 0.6247 0.6430 0.3983 nan nan
2459901 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.161859 -0.646120 -0.108474 -0.476936 3.409072 3.386761 -0.446783 -0.921325 0.6174 0.6366 0.4100 nan nan
2459900 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.793991 10.037606 -0.786306 -0.864544 9.835950 6.425327 18.805050 17.130415 0.3963 0.5401 0.2797 nan nan
2459898 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.750664 8.055867 -0.790228 -1.020396 6.302474 4.085316 8.797632 3.572832 0.4399 0.5967 0.3186 nan nan
2459897 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 not_connected 100.00% 0.00% 0.00% 0.00% - - 27.167005 6.263779 -0.630798 -0.864027 10.581324 3.894466 23.509236 36.297065 0.4492 0.6091 0.3411 nan nan
2459895 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.853578 9.902090 -0.844845 -0.005526 5.144755 2.416464 2.764147 -0.180538 0.5998 0.6884 0.2317 nan nan
2459894 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.343915 10.410542 -0.756212 -0.479291 9.135671 2.555284 12.207186 11.073037 0.4676 0.6080 0.3185 nan nan
2459893 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.425158 10.647733 -0.580868 -1.042001 8.957876 3.607716 21.176553 12.827385 0.4457 0.6066 0.3266 nan nan
2459892 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.446303 10.997623 -0.399210 -1.230149 9.805862 6.899503 11.534906 19.951863 0.4438 0.6096 0.3171 nan nan
2459891 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.071504 9.143069 -0.792342 -0.961052 7.948269 4.975498 5.398219 3.119574 0.4440 0.6015 0.3219 nan nan
2459890 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.734606 6.659571 -1.025267 -0.198763 4.910300 5.618113 17.799081 43.877613 0.4545 0.6024 0.3286 nan nan
2459889 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.374093 11.360390 -0.913761 -0.780061 9.227552 6.162446 10.148223 6.668996 0.4625 0.6055 0.3142 nan nan
2459888 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.593060 9.296503 -0.759169 -0.851068 7.825830 4.087598 4.183217 7.571934 0.4818 0.6241 0.3077 nan nan
2459887 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.974190 10.064657 -0.684028 -1.590993 4.367778 2.777617 8.970812 13.544773 0.4548 0.6067 0.3153 nan nan
2459886 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.957875 12.534838 0.207565 -1.062490 2.619757 0.132861 2.492490 0.213626 0.5471 0.6659 0.2778 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 49.556534 14.157497 6.101564 19.163887 10.463789 6.362802 16.166270 9.915060 0.5208 0.6447 0.2869 nan nan
2459884 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.056590 8.807109 -0.855205 -0.627625 6.960682 2.638075 15.050712 3.882994 0.4536 0.6101 0.3228 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.044877 13.085789 5.461548 16.024171 6.273850 6.541873 59.611506 81.061556 0.4660 0.6137 0.3128 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 67.214582 19.132272 8.084922 21.427426 8.907576 6.958143 35.519310 60.331609 0.4674 0.6117 0.3150 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.910008 13.533606 7.588993 22.694934 13.781020 10.380278 17.417689 6.078930 0.5328 0.6659 0.2379 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 44.466454 9.866167 5.511566 17.866883 6.991047 7.886548 18.208711 43.339092 0.4548 0.6064 0.3081 nan nan
2459879 not_connected 100.00% 0.00% 0.00% 0.00% - - 25.307553 9.599604 -0.127696 -2.474029 5.519833 3.715605 5.649590 7.087668 0.4214 0.5918 0.3378 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.803493 13.985407 6.799727 21.155402 11.049751 7.990669 35.221783 36.226906 0.4555 0.6091 0.3308 nan nan
2459876 not_connected 100.00% 0.00% 0.00% 0.00% - - 41.712310 16.135193 4.136401 13.729031 19.156202 12.400335 6.460652 -0.295599 0.4575 0.6215 0.3355 nan nan
2459875 not_connected 100.00% 0.00% 0.00% 0.00% - - 47.135584 17.067326 6.592913 21.617782 7.691615 4.441673 3.222855 1.207428 0.4905 0.6473 0.3383 nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 63.516694 21.829431 2.474942 10.077104 8.312336 9.003464 6.660312 6.259613 0.4529 0.6071 0.3321 nan nan
2459873 not_connected 100.00% 0.00% 0.00% 0.00% - - 50.549918 19.316913 4.482488 15.177631 6.543735 4.158675 4.648365 8.684433 0.4682 0.6102 0.3197 nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 44.851870 15.924735 5.797265 20.727300 10.683878 7.720557 7.117031 0.683581 0.4645 0.6129 0.3413 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.369225 13.770655 5.602033 20.468500 11.567953 7.142921 3.539827 1.939891 0.4740 0.6197 0.3241 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 56.862377 22.705892 3.647949 13.368149 10.146333 5.764048 10.892370 5.526432 0.4595 0.6163 0.3314 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 46.249035 17.538706 3.421536 11.733708 6.085381 5.223617 5.814081 2.279497 0.4761 0.6385 0.3254 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 52.638190 17.428418 6.011980 23.429689 5.094809 5.770260 13.123284 23.232929 0.4503 0.6084 0.3366 nan nan
2459867 not_connected 100.00% 0.00% 0.00% 0.00% - - 39.986739 13.264548 5.059069 18.488647 4.630510 3.845745 6.908499 3.289622 0.4599 0.6112 0.3458 nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 42.078835 18.470635 4.268309 15.868377 8.976857 5.448839 10.939229 18.642931 0.4585 0.6104 0.3299 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 49.419683 27.542090 6.974083 23.207398 5.147654 16.507924 9.040095 5.766451 0.5186 0.6280 0.2945 nan nan
2459864 not_connected 100.00% 0.00% 0.00% 0.00% - - 60.024173 25.510596 3.481548 11.311538 3.770548 3.192496 20.389990 9.308791 0.4631 0.6080 0.3403 nan nan
2459863 not_connected 100.00% 0.00% 0.00% 0.00% - - 38.579726 16.012679 -1.223797 -0.091199 4.406411 2.190427 11.141523 22.853934 0.4667 0.5938 0.3238 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 38.753371 10.056397 5.146123 13.657243 8.647544 10.015469 3.995681 6.970378 0.4620 0.6229 0.3485 nan nan
2459861 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.634336 10.213586 -1.523120 -1.510424 1.146190 0.175961 4.803483 1.224708 0.4765 0.6173 0.3477 nan nan
2459860 not_connected 100.00% 0.00% 0.00% 0.00% - - 27.071169 7.821696 1.534985 9.361170 3.910646 4.643519 5.000835 3.618376 0.4692 0.6081 0.3491 nan nan
2459859 not_connected 100.00% 0.00% 0.00% 0.00% - - 25.775905 7.320794 -1.096653 -1.800955 1.319410 2.503891 14.986190 42.242966 0.4769 0.6158 0.3416 nan nan
2459858 not_connected 100.00% 27.87% 0.00% 0.00% 100.00% 0.00% 29.943399 9.259628 -1.162892 -2.175144 10.770103 6.794263 17.936014 7.309993 0.4701 0.6257 0.3578 1.925440 2.631848
2459857 not_connected 100.00% 100.00% 100.00% 0.00% - - 3.321911 -0.121770 1.836065 2.296282 5.143887 10.165600 -0.748579 0.367222 0.0303 0.0290 0.0012 nan nan
2459856 not_connected 100.00% 42.29% 0.00% 0.00% 100.00% 0.00% 34.803023 12.259046 0.930157 7.111052 9.460882 10.556107 10.297882 37.423203 0.4504 0.6345 0.3579 1.985052 2.584188
2459855 not_connected 100.00% 44.44% 0.00% 0.00% 100.00% 0.00% 46.979973 14.108478 2.118194 9.772476 11.603151 8.933089 7.423507 12.660289 0.4401 0.6362 0.3933 2.386760 3.116543
2459854 not_connected 100.00% 14.32% 0.00% 0.00% 100.00% 0.00% 47.662679 15.965677 2.859225 8.315588 6.344076 6.761042 5.592661 2.479716 0.5023 0.6750 0.3814 2.206818 2.608990
2459853 not_connected 100.00% 31.98% 0.00% 0.00% 100.00% 0.00% 32.490669 12.137748 2.078711 10.185805 8.369442 7.472860 8.031803 9.858229 0.4861 0.6239 0.3636 2.268376 3.199849
2459852 not_connected 100.00% 0.54% 0.00% 0.00% 100.00% 0.00% 24.551891 16.327851 4.176345 12.018639 7.800569 6.698770 7.269220 9.999952 0.6969 0.7822 0.2235 5.680809 5.890797
2459851 not_connected 100.00% 19.87% 0.00% 0.00% 100.00% 0.00% 28.951698 12.035270 4.562059 11.758201 12.752246 16.367473 9.260936 10.205542 0.5488 0.6807 0.3016 5.240797 5.384461
2459850 not_connected 100.00% 34.46% 0.00% 0.00% 100.00% 0.00% 33.913151 13.650581 2.536741 9.476696 10.061008 8.386575 6.380513 6.512300 0.5313 0.6916 0.3189 2.116672 2.713851
2459849 not_connected 100.00% 33.44% 0.00% 0.00% 100.00% 0.00% 36.414071 13.629662 3.701924 16.238358 10.808385 13.904020 6.145397 5.723340 0.5069 0.6868 0.3241 2.478555 3.584708
2459848 not_connected 100.00% 23.07% 0.00% 0.00% 100.00% 0.00% 38.057983 14.271144 6.182558 14.173827 16.822895 10.309345 3.660629 4.495119 0.5145 0.6818 0.3345 2.266568 2.775096
2459847 not_connected 100.00% 21.48% 0.00% 0.00% 100.00% 0.00% 42.058755 14.765383 8.000516 14.842420 15.105106 12.948363 11.394116 14.656633 0.5003 0.6224 0.3524 2.423666 3.075100
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.578893 14.096680 4.054215 11.777233 4.402871 3.035083 9.955665 4.594237 0.6483 0.6448 0.3818 0.000000 0.000000
2459845 not_connected 100.00% 16.03% 0.00% 0.00% 100.00% 0.00% 43.715293 12.806949 5.727814 17.170396 17.579480 18.719523 27.764048 57.064939 0.5220 0.6929 0.3380 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 7.013451 2.850241 60.230871 60.919491 3.860912 8.397641 -0.156580 0.432707 0.0303 0.0286 0.0015 nan nan
2459843 not_connected 100.00% 7.21% 0.66% 0.00% 100.00% 0.00% 53.827177 9.148215 4.943364 15.156686 11.606506 3.297745 5.270577 3.384078 0.5510 0.7028 0.3274 0.000000 0.000000
2459842 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.174697 1.377121 -1.632777 -0.129400 -1.388409 -1.614835 0.173337 -2.266878 0.5599 0.5927 0.2048 3.004668 3.208277
2459841 not_connected 100.00% 0.00% 0.00% 0.00% - - 18.960633 41.481256 106.843590 122.601746 266.618362 113.193094 87.134675 52.899585 0.6390 0.6932 0.2297 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 22: 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
22 N06 not_connected nn Temporal Variability 1.405792 -0.687569 -0.412795 0.303079 0.057490 1.102062 1.405792 -0.501145 -1.112434

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.434175 -0.713280 -0.593752 0.221223 -0.078610 1.899968 2.434175 -0.245105 -1.460318

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.704507 -0.682359 -0.536185 0.269159 -0.257356 1.291726 1.704507 -0.483080 -1.070840

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 3.568287 -0.687142 -0.286650 0.576081 0.460089 1.929026 3.568287 1.592065 1.061257

Antenna 22: 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
22 N06 not_connected ee Power inf 227.206519 227.019875 inf inf 5354.136047 5353.315302 8253.873220 8251.561253

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.659333 -0.206174 -0.541989 0.358343 0.682413 1.659333 1.101827 -0.460506 0.106543

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.871761 -0.669214 -0.477898 0.391177 -0.049658 2.040296 2.871761 -0.767531 -1.307023

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 4.862529 -0.414909 0.392387 0.816879 0.402185 2.699645 4.862529 0.405969 -0.128230

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.949405 -0.626871 -0.232323 0.836356 0.710345 0.907197 1.949405 -0.673333 -1.299179

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.089453 -0.168061 -0.567358 0.570960 0.859696 2.089453 1.328371 -1.120096 -0.505120

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.032942 -0.305719 -0.782890 0.307427 0.607809 2.032942 1.349757 -0.756404 -0.445921

Antenna 22: 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
22 N06 not_connected ee Power 0.215144 -0.657929 -1.356182 0.200955 0.215144 -0.791685 -0.780429 -0.564106 -0.399190

Antenna 22: 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
22 N06 not_connected ee Power 0.741988 -0.037561 -0.883043 0.510905 0.741988 -1.027234 0.422225 -0.473291 -0.490895

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.926293 -0.449310 -0.967258 0.578413 0.788296 0.212489 0.926293 -0.328172 0.088728

Antenna 22: 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
22 N06 not_connected ee Power inf 297.721725 297.550949 inf inf 4531.120834 4529.641405 6347.043460 6260.897555

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.188693 -0.365271 -1.160159 0.541297 0.741395 0.560145 1.188693 -0.407531 0.464354

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.611527 -0.225214 -0.836527 0.596603 0.753347 1.611527 1.514417 -0.743897 0.955671

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.890501 0.433674 -0.383505 0.671003 0.927714 1.162880 1.890501 -0.312780 0.504869

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.148018 -0.795830 -0.388539 0.720363 0.598330 1.148018 0.667105 -0.293317 -1.034292

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.018111 -0.191722 -0.555291 0.689478 0.984483 2.018111 1.344702 -1.192118 -0.481347

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.035450 -0.270263 -0.665316 0.617301 0.817626 0.936440 1.035450 -1.208938 -0.693232

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.186019 -0.123085 -0.492787 0.538643 0.935334 1.186019 0.699177 -1.252197 -0.535816

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.346652 -0.499169 -0.893975 -0.136245 0.006275 1.805863 2.346652 -1.476710 -0.348598

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 3.169174 -0.475521 -0.924254 -0.214264 -0.166429 2.053456 3.169174 -0.750064 -0.298899

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.962213 -1.072072 -0.644303 -0.005811 -0.222339 1.948457 1.962213 -0.308578 -1.171133

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.244272 -0.929429 -0.669911 0.113735 -0.326816 1.514853 2.244272 -0.109459 -0.922550

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.250467 -0.964554 -1.317920 -0.533500 -0.381306 1.179122 1.250467 -0.400110 -0.491337

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.899968 -0.598148 -0.765633 -0.136241 0.336818 0.593684 0.899968 -1.042892 0.012539

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.741005 -0.589018 -0.671198 -0.383364 0.033528 0.520950 0.741005 -1.446296 -0.375621

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.446696 -0.748193 -0.730338 0.053303 -0.289326 1.446696 0.838378 -0.622453 -0.996397

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 3.227325 -0.769354 -0.775720 -0.381292 -0.115635 1.842538 3.227325 -0.886379 -0.784411

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 3.005928 -0.614866 -0.783988 -0.228230 0.026245 2.019244 3.005928 -0.801495 -0.617374

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.332936 -0.525706 -0.785777 -0.213614 0.225485 2.150194 2.332936 -0.510689 -0.298173

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.710639 -0.959538 -1.156140 -0.611497 -0.137191 1.710639 1.407452 -0.916484 -0.808764

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.746355 -0.956457 -1.201574 -0.474718 -0.210617 1.737442 2.746355 -1.118325 -0.184321

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.937823 -0.705604 -0.936568 -0.410776 -0.178879 0.975613 1.937823 -1.115335 -0.410824

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.650093 -0.914779 -0.620800 -0.065720 -0.265308 1.650093 1.211025 -0.050373 -0.911584

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.187240 -1.079120 -0.439722 0.291768 0.311738 0.692029 1.187240 -0.158095 -0.827648

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.042605 -0.525330 -0.749600 -0.007400 0.445252 0.535825 2.042605 -0.818292 -0.052304

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.920018 -0.455641 -0.236514 0.646103 0.391193 1.920018 1.449773 -0.435999 -1.278953

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.299982 -0.137932 -0.412825 0.513633 0.671687 0.796659 1.299982 -1.178479 -0.374618

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.780069 0.121194 -0.599395 0.164745 0.397821 -0.665452 2.780069 -1.653046 -0.260982

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.293041 -0.938281 -0.238808 0.299265 0.337917 2.293041 0.521393 -0.178172 -1.356235

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.745096 -0.738709 -0.474179 0.392458 0.121973 2.745096 0.772796 -0.221292 -1.057707

Antenna 22: 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
22 N06 not_connected nn Shape 0.604915 0.604915 -0.565776 -0.689080 -0.764933 -1.079746 -1.065174 -0.801865 -0.901023

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.216333 -0.465623 -0.961638 -0.162030 -0.125223 0.036850 2.216333 -1.051501 -0.227188

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 5.333167 -0.506482 -1.267237 -0.788138 -0.664051 5.333167 1.442667 -0.863941 0.030320

Antenna 22: 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
22 N06 not_connected ee Temporal Discontinuties -0.788043 -1.630075 -1.747017 -1.178793 -1.237706 -1.228039 -0.792817 -1.173423 -0.788043

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.021075 -0.286225 -0.216686 -0.619349 -0.697407 0.021075 -0.057404 -1.011012 -1.080705

Antenna 22: 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
22 N06 not_connected ee Temporal Discontinuties -0.338866 -1.251151 -0.994598 -0.729321 -0.714646 -0.658409 -1.281996 -0.338866 -0.672031

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.420404 -1.042487 -1.456064 -0.532658 -0.231821 -0.959720 0.420404 -1.544716 -0.670922

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.729349 -0.519843 -0.739933 0.162166 0.477875 -0.455083 0.729349 -1.064816 -0.506771

Antenna 22: 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
22 N06 not_connected ee Power 0.143210 -0.681738 -0.732492 0.143210 -0.701529 0.075283 -0.613727 -1.109193 -1.242129

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.551578 -0.852072 -0.784250 -0.491276 0.032022 -0.144558 0.551578 -1.295443 -0.734974

Antenna 22: 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
22 N06 not_connected ee Power 0.245245 -0.914665 -0.701155 0.245245 -0.132295 -0.149301 -1.334023 -0.427514 -1.211817

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.324472 -0.430061 -0.573243 -0.014296 0.367794 1.023198 1.324472 -1.450935 -0.692401

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.173832 -0.886306 -0.817672 -0.118385 0.271918 1.173832 -0.401682 -1.222489 -0.578847

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.781624 -0.950748 -0.848731 -0.166206 -0.558477 2.775884 2.781624 0.534733 -0.366973

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 2.225996 -0.820221 -0.544573 0.396229 0.114036 1.407035 2.225996 0.607811 0.103832

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 0.509185 -1.115466 -0.674156 0.426315 0.301083 -0.010103 0.509185 -0.017869 -0.805343

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.859458 -0.180549 -0.621151 0.147105 0.467648 0.778938 0.859458 -0.423337 0.107674

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.226201 -0.557140 -0.670700 -0.337236 0.207767 -0.547125 0.226201 0.025115 0.162661

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 0.926670 -0.469169 -0.480596 -0.153157 0.314506 0.005041 0.926670 -0.181479 0.367637

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.131473 -0.508370 -0.533896 -0.275770 0.167413 0.534824 2.131473 -1.213620 -0.709718

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.460025 -0.575070 -0.612680 -0.497249 -0.031308 -0.055658 1.460025 -1.296739 -0.511467

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.591421 -0.801009 -0.832889 -0.058165 -0.551387 1.591421 0.121222 -0.507623 -1.258536

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 2.596343 -0.508070 -0.742343 -0.589252 -0.026306 1.614332 2.596343 -0.960976 -0.652189

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.962090 -0.296547 -0.605999 0.042046 0.534693 1.962090 1.719252 -0.920953 -0.773228

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.034833 -0.169160 -0.511154 0.040596 0.426011 0.650046 1.034833 -1.020849 -0.695851

Antenna 22: 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
22 N06 not_connected nn Temporal Variability 1.666630 -0.334698 -0.787178 0.103859 0.509128 1.666630 0.998749 -0.685828 0.090656

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 3.581388 -0.516666 -1.056204 -0.375252 -0.044847 2.736216 3.581388 -1.085580 0.062216

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 1.588650 -0.688769 -0.181265 0.380207 0.182213 1.588650 1.383360 -0.429450 -1.228752

Antenna 22: 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
22 N06 not_connected ee Temporal Variability 3.409072 -1.161859 -0.646120 -0.108474 -0.476936 3.409072 3.386761 -0.446783 -0.921325

Antenna 22: 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
22 N06 not_connected ee Shape 31.793991 31.793991 10.037606 -0.786306 -0.864544 9.835950 6.425327 18.805050 17.130415

Antenna 22: 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
22 N06 not_connected ee Shape 28.750664 8.055867 28.750664 -1.020396 -0.790228 4.085316 6.302474 3.572832 8.797632

Antenna 22: 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
22 N06 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 22: 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
22 N06 not_connected nn Temporal Discontinuties 36.297065 6.263779 27.167005 -0.864027 -0.630798 3.894466 10.581324 36.297065 23.509236

Antenna 22: 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
22 N06 not_connected ee Shape 31.853578 31.853578 9.902090 -0.844845 -0.005526 5.144755 2.416464 2.764147 -0.180538

Antenna 22: 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
22 N06 not_connected ee Shape 34.343915 10.410542 34.343915 -0.479291 -0.756212 2.555284 9.135671 11.073037 12.207186

Antenna 22: 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
22 N06 not_connected ee Shape 35.425158 35.425158 10.647733 -0.580868 -1.042001 8.957876 3.607716 21.176553 12.827385

Antenna 22: 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
22 N06 not_connected ee Shape 32.446303 10.997623 32.446303 -1.230149 -0.399210 6.899503 9.805862 19.951863 11.534906

Antenna 22: 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
22 N06 not_connected ee Shape 30.071504 30.071504 9.143069 -0.792342 -0.961052 7.948269 4.975498 5.398219 3.119574

Antenna 22: 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
22 N06 not_connected nn Temporal Discontinuties 43.877613 6.659571 31.734606 -0.198763 -1.025267 5.618113 4.910300 43.877613 17.799081

Antenna 22: 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
22 N06 not_connected ee Shape 35.374093 35.374093 11.360390 -0.913761 -0.780061 9.227552 6.162446 10.148223 6.668996

Antenna 22: 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
22 N06 not_connected ee Shape 28.593060 9.296503 28.593060 -0.851068 -0.759169 4.087598 7.825830 7.571934 4.183217

Antenna 22: 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
22 N06 not_connected ee Shape 30.974190 10.064657 30.974190 -1.590993 -0.684028 2.777617 4.367778 13.544773 8.970812

Antenna 22: 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
22 N06 not_connected ee Shape 36.957875 36.957875 12.534838 0.207565 -1.062490 2.619757 0.132861 2.492490 0.213626

Antenna 22: 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
22 N06 not_connected ee Shape 49.556534 14.157497 49.556534 19.163887 6.101564 6.362802 10.463789 9.915060 16.166270

Antenna 22: 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
22 N06 not_connected ee Shape 32.056590 8.807109 32.056590 -0.627625 -0.855205 2.638075 6.960682 3.882994 15.050712

Antenna 22: 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
22 N06 not_connected nn Temporal Discontinuties 81.061556 13.085789 40.044877 16.024171 5.461548 6.541873 6.273850 81.061556 59.611506

Antenna 22: 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
22 N06 not_connected ee Shape 67.214582 19.132272 67.214582 21.427426 8.084922 6.958143 8.907576 60.331609 35.519310

Antenna 22: 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
22 N06 not_connected ee Shape 36.910008 13.533606 36.910008 22.694934 7.588993 10.380278 13.781020 6.078930 17.417689

Antenna 22: 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
22 N06 not_connected ee Shape 44.466454 9.866167 44.466454 17.866883 5.511566 7.886548 6.991047 43.339092 18.208711

Antenna 22: 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
22 N06 not_connected ee Shape 25.307553 9.599604 25.307553 -2.474029 -0.127696 3.715605 5.519833 7.087668 5.649590

Antenna 22: 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
22 N06 not_connected ee Shape 40.803493 13.985407 40.803493 21.155402 6.799727 7.990669 11.049751 36.226906 35.221783

Antenna 22: 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
22 N06 not_connected ee Shape 41.712310 41.712310 16.135193 4.136401 13.729031 19.156202 12.400335 6.460652 -0.295599

Antenna 22: 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
22 N06 not_connected ee Shape 47.135584 47.135584 17.067326 6.592913 21.617782 7.691615 4.441673 3.222855 1.207428

Antenna 22: 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
22 N06 not_connected ee Shape 63.516694 63.516694 21.829431 2.474942 10.077104 8.312336 9.003464 6.660312 6.259613

Antenna 22: 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
22 N06 not_connected ee Shape 50.549918 50.549918 19.316913 4.482488 15.177631 6.543735 4.158675 4.648365 8.684433

Antenna 22: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
22 N06 not_connected ee Shape 44.851870 15.924735 44.851870 20.727300 5.797265 7.720557 10.683878 0.683581 7.117031
In [ ]: