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 = "149"
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 149 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 149, Node N15:

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 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.093942 -1.240758 -1.204995 -1.473096 -0.561635 1.426946 -0.229827 -0.201143 0.6351 0.6495 0.3835 nan nan
2459975 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.063637 -1.228336 -1.205176 -1.463435 -0.037588 1.252442 -0.299494 -0.130880 0.6273 0.6434 0.3956 nan nan
2459974 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.280427 -1.213488 -1.167806 -1.433414 -0.390493 1.449353 1.947156 0.253229 0.6275 0.6432 0.3916 nan nan
2459973 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.075179 -1.234601 -1.125413 -1.530032 0.576961 1.277359 0.140905 -0.400006 0.6438 0.6599 0.3959 nan nan
2459972 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.399491 -1.145985 -1.157411 -1.264801 -0.518717 1.714064 0.178976 0.433638 0.6285 0.6445 0.3974 nan nan
2459971 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.294127 -1.179276 -1.109651 -1.319214 -0.427439 1.667526 1.348640 0.749276 0.6327 0.6492 0.3935 nan nan
2459970 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.158258 -1.272978 -1.110870 -1.176965 -0.604152 1.120522 -0.424088 -0.470824 0.6319 0.6471 0.3929 nan nan
2459969 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.117643 -1.372968 -0.953670 -1.040190 0.079408 0.924017 -0.499956 -0.855433 0.6400 0.6553 0.3950 nan nan
2459968 digital_ok 100.00% 99.95% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 0.8117 0.0411 0.7138 nan nan
2459967 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.140841 -1.376775 -1.203248 -1.081644 -0.687956 0.998907 -0.176707 -0.185670 0.6377 0.6526 0.3852 nan nan
2459966 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.389209 -1.316171 -1.372691 -1.236994 -0.449789 1.294668 0.305504 0.234285 0.6277 0.6433 0.3848 nan nan
2459965 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.281789 -1.430860 -1.149438 -1.240880 -0.816555 0.982385 -0.000845 -0.435077 0.6263 0.6421 0.3715 nan nan
2459964 digital_ok 100.00% 98.32% 98.76% 0.00% - - 210.551390 210.475548 inf inf 4141.461407 4058.900595 3393.379497 3089.854313 0.4182 0.3397 0.3091 nan nan
2459963 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459962 digital_ok 100.00% 99.84% 99.78% 0.00% - - 264.317305 264.271192 inf inf 6143.297871 6142.161215 948.714763 948.052245 0.4892 0.4900 0.1954 nan nan
2459961 digital_ok 100.00% 99.08% 99.08% 0.00% - - nan nan inf inf nan nan nan nan 0.3623 0.4577 0.3563 nan nan
2459960 digital_ok 100.00% 97.89% 98.00% 0.00% - - 201.668486 201.695566 inf inf 3542.188805 3369.218072 2187.592127 2099.432828 0.3735 0.3979 0.2871 nan nan
2459959 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.141792 -1.072308 -1.261154 -1.814932 -0.146248 1.426226 0.324972 0.676831 0.6544 0.6695 0.3774 nan nan
2459958 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.216030 -1.231173 -1.298523 -1.507435 -0.395831 1.563317 1.845016 1.833737 0.6483 0.6598 0.3887 nan nan
2459957 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.030951 -1.211647 -1.377746 -1.261058 -0.176992 1.521470 0.064388 0.075497 0.6343 0.6519 0.3927 nan nan
2459956 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.817946 -0.953164 -1.070722 -1.146862 2.792112 1.426537 -0.722673 -1.570035 0.6776 0.6823 0.3202 nan nan
2459955 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.323833 -1.146334 -1.189806 -1.189078 -0.415239 1.527692 2.104358 2.649505 0.6253 0.6459 0.3922 nan nan
2459954 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.371576 -1.128943 -1.183564 -0.933723 -0.603382 1.281145 2.845383 3.011758 0.6279 0.6491 0.4002 nan nan
2459953 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.403349 -1.314451 -1.209350 -1.148599 -0.547423 0.841943 1.069571 0.681307 0.6450 0.6664 0.3985 nan nan
2459952 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.467673 -1.483346 -1.166795 -0.957544 -0.459181 0.420803 2.848867 2.736808 0.6447 0.6643 0.4017 nan nan
2459951 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.140549 -1.125963 -1.023339 -1.136922 -0.549584 0.524829 0.102485 0.083502 0.6569 0.6764 0.4007 nan nan
2459950 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.262481 -1.177853 -1.026282 -0.929497 -0.135332 0.144644 -0.303690 -1.058625 0.6516 0.6697 0.4067 nan nan
2459949 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.129817 -1.211078 -1.155937 -1.410828 -0.063788 0.643437 0.313988 -0.231627 0.6397 0.6564 0.4066 nan nan
2459948 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.120645 -1.018118 -1.698815 -1.303050 3.328105 20.396182 -0.067860 1.606861 0.6699 0.6894 0.3832 nan nan
2459947 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.091161 0.994894 -1.705631 1.458293 11.299462 0.395841 6.331152 -0.430096 0.6783 0.6761 0.3739 nan nan
2459946 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.515432 0.821826 -1.583830 1.370721 -0.022645 -0.270500 0.104393 -1.597946 0.6512 0.6672 0.4013 nan nan
2459945 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.786075 0.903483 -1.740405 1.120978 -0.495652 -0.337388 0.031298 -1.729403 0.6582 0.6697 0.4004 nan nan
2459944 digital_ok 100.00% 99.14% 99.30% 0.00% - - nan nan inf inf nan nan nan nan 0.5751 0.5721 0.2698 nan nan
2459943 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.754045 0.999294 -1.541152 1.393840 -0.147378 -0.195089 -0.590202 -1.505890 0.6629 0.6781 0.4042 nan nan
2459942 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.806591 1.103146 -1.634269 1.478847 -0.300123 -0.233490 -0.542335 -1.484437 0.6669 0.6733 0.3911 nan nan
2459941 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.596060 0.979863 -1.485616 1.329035 0.010884 0.059385 1.455852 0.461382 0.6490 0.6621 0.4131 nan nan
2459940 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.854088 0.770940 -1.547194 1.178943 -0.158316 -0.366882 -0.113902 -1.669305 0.6610 0.6725 0.4092 nan nan
2459938 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.768730 0.956709 -1.589702 1.466397 -0.371334 -0.126335 -0.784489 -1.895064 0.6611 0.6740 0.4047 nan nan
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.684407 0.787611 -1.784007 1.386458 -0.478079 -0.199972 0.214136 -0.420880 0.6802 0.6949 0.3790 nan nan
2459936 digital_ok 100.00% 100.00% 100.00% 0.00% - - 193.406983 193.150902 inf inf 4593.093968 4792.010370 992.762705 1098.490212 nan nan nan nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.573106 0.854435 -1.241141 1.545370 -0.668457 0.253404 1.563503 -1.141704 0.6436 0.6611 0.4046 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.781903 1.547537 -0.978901 2.129473 -0.835486 0.269420 -0.524346 -1.876424 0.6541 0.6733 0.4203 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.727722 1.268509 -1.036533 2.353931 -1.001312 0.130111 -0.758767 -2.002706 0.6572 0.6805 0.4166 nan nan
2459932 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.974408 2.099074 -0.975330 1.942170 7.315414 -0.175639 -0.414835 -2.830961 0.5705 0.5922 0.3646 nan nan
2459931 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.675539 1.174065 -1.199736 1.883635 0.945603 0.267199 -0.501113 -1.815872 0.6529 0.6722 0.4173 nan nan
2459929 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.677802 0.701833 -1.884816 1.637874 -0.423897 -0.297916 -0.140751 -1.405184 0.6497 0.6600 0.4020 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.028863 1.360873 -1.368351 1.228282 -0.162222 -0.864038 -0.841453 -1.480742 0.6040 0.6035 0.3423 nan nan
2459926 digital_ok 100.00% 100.00% 100.00% 0.00% - - 212.946248 213.000717 inf inf 1521.839319 1644.837188 278.590206 317.134398 nan nan nan nan nan
2459925 digital_ok 100.00% 100.00% 100.00% 0.00% - - 174.648418 174.216670 inf inf 4229.892561 4365.473679 214.075849 246.113052 nan nan nan nan nan
2459924 digital_ok 100.00% 100.00% 100.00% 0.00% - - 168.891202 169.302407 inf inf 4966.372906 4862.915697 2289.439957 2348.591227 nan nan nan nan nan
2459923 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.869336 0.716479 -0.999441 1.423704 -0.382626 -0.321317 -0.301814 -1.123135 0.6632 0.6831 0.4115 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.855538 0.899308 -1.269421 0.909796 -0.320929 -0.225512 2.609922 -1.009811 0.6592 0.6759 0.4241 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.003098 1.240679 -1.005747 1.515378 -0.034294 0.642163 0.316540 -2.081911 0.6578 0.6753 0.4000 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.886898 1.585419 -0.997643 1.716311 -0.910691 -0.298030 -0.127682 -1.748128 0.6715 0.6915 0.4103 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.636266 1.115997 -1.427958 1.572897 0.217554 0.680022 1.867901 -1.004409 0.7062 0.7288 0.4670 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.912722 1.469594 -1.327116 1.479469 -1.114452 0.080056 -0.354528 -2.438784 0.6698 0.6929 0.4110 nan nan
2459915 digital_ok 100.00% 100.00% 100.00% 0.00% - - 258.906522 258.739375 inf inf 3706.088486 3706.478295 4253.805030 4254.492281 nan nan nan nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.985840 1.065259 -1.426978 2.379972 0.569407 -0.046710 -1.647180 0.466005 0.7313 0.7419 0.3232 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.596247 1.181667 -1.221990 1.815288 -0.329055 -0.075441 -0.761493 -1.412600 0.6859 0.6946 0.4122 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.481320 0.717427 -1.305009 1.168604 -0.612054 -0.990510 -0.051192 -1.483479 0.6593 0.6858 0.4198 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.777959 0.887275 -1.227292 1.481127 -0.736562 -0.929060 -0.358764 -1.642568 0.6604 0.6861 0.4198 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.701733 1.035566 -1.262394 1.435384 -0.695889 -0.895094 -0.660332 -1.880677 0.6612 0.6853 0.4208 nan nan
2459909 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.774854 1.097971 -1.429624 1.161216 -0.713562 -1.134728 -0.273906 -1.081343 0.6626 0.6855 0.4146 nan nan
2459908 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.928626 1.016619 -1.244151 1.131594 -0.545201 -0.858083 -0.577182 -2.103232 0.6656 0.6923 0.4171 nan nan
2459907 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.897268 1.099482 -1.324261 1.235870 -1.009093 -0.745681 -0.853605 -1.990817 0.6662 0.6915 0.4097 nan nan
2459906 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.993774 1.254144 -0.965511 1.881289 -0.675614 -0.018355 0.068182 -1.792096 0.6592 0.6825 0.4117 nan nan
2459905 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.822062 1.084771 -1.142063 1.731595 -1.288571 0.340973 -0.410611 -1.982710 0.6539 0.6808 0.4168 nan nan
2459904 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.806353 1.143464 -0.992321 2.123396 -0.599280 0.534248 0.040502 -2.803112 0.6551 0.6788 0.4087 nan nan
2459903 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.178752 1.309520 -1.197823 1.785930 -0.619467 -0.093419 -0.918314 -3.269002 0.6612 0.6813 0.4127 nan nan
2459902 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.037530 1.660019 -1.088768 2.210138 -1.200269 -0.013421 -0.761449 -2.057325 0.6677 0.6826 0.4039 nan nan
2459901 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.949130 1.339871 -1.384598 1.392244 -1.123562 -0.671317 -0.547204 -2.149411 0.6614 0.6822 0.4126 nan nan
2459900 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.925079 1.147676 -1.369037 1.406794 -0.562903 -0.570599 0.100960 -1.813248 0.6116 0.6459 0.3515 nan nan
2459898 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.753404 0.890422 -1.312580 1.523229 -1.138699 0.014276 1.012236 -1.966877 0.6636 0.6862 0.4094 nan nan
2459897 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.943400 0.928890 -0.972640 1.695314 -1.042162 -0.077937 -0.819370 -2.456571 0.6728 0.6907 0.4021 nan nan
2459896 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.230187 1.147344 -1.127547 1.746035 -1.308163 0.477332 -0.785748 -2.025430 0.6751 0.6923 0.4011 nan nan
2459895 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 266.596023 266.526299 inf inf 6486.936253 6429.425069 566.945398 517.261613 nan nan nan nan nan
2459894 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.064561 0.912667 -1.031466 1.548333 -0.980048 -0.205148 0.138298 -2.019135 0.6842 0.6937 0.3876 nan nan
2459893 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.316865 1.090268 -1.232787 1.426421 -1.022890 -0.031841 -0.781349 -2.725850 0.6825 0.6958 0.3921 nan nan
2459892 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.296332 0.843159 -1.081965 2.046900 -0.987958 0.703362 -0.651708 -1.942371 0.6677 0.6876 0.4049 nan nan
2459890 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.156027 0.907046 -1.588323 2.752795 -1.237761 -0.172943 -0.389576 -1.871560 0.6740 0.6890 0.4001 nan nan
2459889 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.384000 0.942434 -1.127073 1.944335 -1.234406 -0.041995 -1.284249 -2.774174 0.6823 0.6928 0.3945 nan nan
2459888 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.252886 0.792199 -1.387498 2.523447 -0.654345 0.600456 -1.173722 -0.515825 0.6961 0.7072 0.3903 nan nan
2459887 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.103823 0.755793 -2.418324 1.788016 0.216424 0.003681 -0.863123 -1.741921 0.6816 0.6925 0.3987 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -2.409526 0.736594 -0.341983 2.040585 4.783657 1.828216 -0.616287 0.712795 0.7556 0.7458 0.3411 nan nan
2459885 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.478788 2.520451 13.089679 35.114287 -1.016275 7.070816 3.494075 6.436342 0.7319 0.7282 0.3547 nan nan
2459884 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 286.911736 287.575396 inf inf 4833.936494 4902.455769 14817.837842 15588.714319 nan nan nan nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.613602 3.351013 13.156858 35.544675 -0.666603 5.227305 -0.144615 -1.677501 0.6912 0.7000 0.3836 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.224910 2.548274 14.978163 40.574441 -1.332518 9.192554 -0.998587 0.752367 0.7287 0.7436 0.3307 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.535227 2.454154 11.692952 33.000752 -0.578053 3.403326 -0.695427 -2.323177 0.6841 0.6957 0.3972 nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 230.600661 230.668766 inf inf 4677.092621 4675.670527 13521.347425 13513.785359 nan nan nan nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.853211 2.884156 14.687116 40.420895 -0.536559 5.634004 1.075224 -3.555217 0.6771 0.6949 0.4000 nan nan
2459876 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.467867 2.137408 13.369770 38.205017 -0.720023 7.725756 -0.854409 2.378715 0.7131 0.7168 0.4036 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.424392 3.320151 6.677224 19.426531 -0.407897 10.023338 -0.410847 -2.842674 0.6952 0.6860 0.3968 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.814207 1.881792 8.707590 25.970416 -0.937232 3.496831 -0.586471 -1.725405 0.7005 0.6906 0.3964 nan nan
2459872 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.075135 1.920307 12.241984 34.530982 -0.717964 10.517593 -0.668730 -2.190238 0.7048 0.6918 0.3983 nan nan
2459871 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459870 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 471.168304 471.114598 inf inf 8213.948085 8299.947470 12342.161062 12960.001810 nan nan nan nan nan
2459869 RF_maintenance 100.00% 19.60% 0.00% 0.00% - - -0.602005 5.162098 -0.455172 28.290392 99.937511 11.075726 2.822341 0.593574 0.6081 0.7168 0.4029 nan nan
2459868 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 300.809746 300.384036 inf inf 6866.187058 6321.928563 5775.960710 5843.024545 nan nan nan nan nan
2459865 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.912428 2.619270 4.197247 42.275619 0.443935 8.270922 0.210536 7.072187 0.7385 0.7138 0.3743 nan nan
2459864 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 5.662802 27.372770 2.214933 27.393948 -0.224105 13.435752 3.420316 6.143522 0.6860 0.0319 0.5291 nan nan
2459863 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459862 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459861 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 2.353764 13.706034 1.401062 26.282395 0.020262 21.754018 0.281653 2.171336 0.7050 0.0320 0.5414 nan nan
2459859 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 204.172464 203.532012 inf inf 3542.039125 3544.808249 6703.199117 6717.952184 nan nan nan nan nan
2459858 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.511553 12.445101 0.884864 10.000358 -0.188241 3.001465 0.873788 2.532462 0.7249 0.0333 0.5583 4.439486 1.220769
2459857 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.173360 5.911707 0.205804 1.591482 0.044022 1.890882 1.791668 7.819616 0.0256 0.0238 0.0008 nan nan
2459856 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.748027 18.744486 1.393919 24.606922 1.451706 12.265063 0.173585 3.691267 0.7157 0.0349 0.5483 4.202576 1.204687
2459855 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.703221 77.451846 inf inf 4362.906607 4361.769564 4164.883072 4164.445811 0.0092 0.0054 0.0078 0.000000 0.000000
2459854 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.623949 16.793431 0.599755 19.430929 -0.327764 4.306763 2.444312 4.655079 0.7164 0.0350 0.5413 4.221095 1.218147
2459853 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 272.408871 272.786077 inf inf 4393.034677 4275.498535 10570.190198 9865.150937 nan nan nan 0.000000 0.000000
2459852 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.183151 16.259003 0.729953 28.204823 -0.921859 19.884265 0.311694 16.437369 0.8273 0.0329 0.5899 6.204523 1.180778
2459851 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.913290 19.308401 0.008705 25.074991 -0.271731 19.868941 1.427899 17.057270 0.7436 0.0382 0.5389 4.382319 1.246417
2459849 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.982533 17.875835 0.488432 49.566001 -0.132116 12.954750 1.170371 6.522118 0.7387 0.0369 0.5381 5.249936 1.236538
2459848 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.837462 15.982097 4.219805 32.342452 0.086509 21.819631 0.500126 4.229758 0.7284 0.0381 0.5238 4.168240 1.224123
2459847 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459846 RF_maintenance 100.00% 25.64% 100.00% 0.00% 100.00% 0.00% 6.674858 28.564584 0.917835 39.798567 59.482302 60.427010 -0.219920 4.626099 0.8101 0.0303 0.6305 4.530593 1.328764
2459845 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.215028 20.370865 6.318411 41.766232 0.276986 16.663546 1.201566 1.993686 0.7513 0.0435 0.5546 0.000000 0.000000
2459844 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.014736 14.216732 3.036200 8.309683 2.794969 2.789157 0.659363 9.850346 0.0260 0.0236 0.0011 nan nan
2459843 RF_maintenance 100.00% 0.66% 100.00% 0.00% 100.00% 0.00% 4.208333 19.528209 13.971097 20.432847 9.355148 71.033119 -0.906205 1.354324 0.7489 0.0405 0.5714 6.396029 1.362557
2459842 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.294671 13.468295 -1.891158 9.963634 -1.485854 -0.654056 -0.987745 0.799605 0.7626 0.0355 0.5612 5.834201 1.213230
2459841 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 57.653948 15.232816 23.964223 5.041713 642.941269 3.173349 42.851942 4.854781 0.0278 0.0239 0.0022 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 149: 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
149 N15 digital_ok nn Temporal Variability 1.426946 -1.240758 0.093942 -1.473096 -1.204995 1.426946 -0.561635 -0.201143 -0.229827

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.252442 0.063637 -1.228336 -1.205176 -1.463435 -0.037588 1.252442 -0.299494 -0.130880

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 1.947156 0.280427 -1.213488 -1.167806 -1.433414 -0.390493 1.449353 1.947156 0.253229

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.277359 0.075179 -1.234601 -1.125413 -1.530032 0.576961 1.277359 0.140905 -0.400006

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.714064 0.399491 -1.145985 -1.157411 -1.264801 -0.518717 1.714064 0.178976 0.433638

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.667526 0.294127 -1.179276 -1.109651 -1.319214 -0.427439 1.667526 1.348640 0.749276

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.120522 -1.272978 0.158258 -1.176965 -1.110870 1.120522 -0.604152 -0.470824 -0.424088

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 0.924017 0.117643 -1.372968 -0.953670 -1.040190 0.079408 0.924017 -0.499956 -0.855433

Antenna 149: 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
149 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 0.998907 0.140841 -1.376775 -1.203248 -1.081644 -0.687956 0.998907 -0.176707 -0.185670

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.294668 -1.316171 0.389209 -1.236994 -1.372691 1.294668 -0.449789 0.234285 0.305504

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 0.982385 -1.430860 0.281789 -1.240880 -1.149438 0.982385 -0.816555 -0.435077 -0.000845

Antenna 149: 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
149 N15 digital_ok nn Power inf 264.271192 264.317305 inf inf 6142.161215 6143.297871 948.052245 948.714763

Antenna 149: 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
149 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Power inf 201.695566 201.668486 inf inf 3369.218072 3542.188805 2099.432828 2187.592127

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.426226 0.141792 -1.072308 -1.261154 -1.814932 -0.146248 1.426226 0.324972 0.676831

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 1.845016 -1.231173 0.216030 -1.507435 -1.298523 1.563317 -0.395831 1.833737 1.845016

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 1.521470 -1.211647 0.030951 -1.261058 -1.377746 1.521470 -0.176992 0.075497 0.064388

Antenna 149: 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
149 N15 digital_ok ee Temporal Variability 2.792112 -0.953164 -0.817946 -1.146862 -1.070722 1.426537 2.792112 -1.570035 -0.722673

Antenna 149: 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
149 N15 digital_ok nn Temporal Discontinuties 2.649505 0.323833 -1.146334 -1.189806 -1.189078 -0.415239 1.527692 2.104358 2.649505

Antenna 149: 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
149 N15 digital_ok nn Temporal Discontinuties 3.011758 -1.128943 0.371576 -0.933723 -1.183564 1.281145 -0.603382 3.011758 2.845383

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 1.069571 -1.314451 0.403349 -1.148599 -1.209350 0.841943 -0.547423 0.681307 1.069571

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 2.848867 -1.483346 0.467673 -0.957544 -1.166795 0.420803 -0.459181 2.736808 2.848867

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 0.524829 -1.125963 0.140549 -1.136922 -1.023339 0.524829 -0.549584 0.083502 0.102485

Antenna 149: 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
149 N15 digital_ok ee Shape 0.262481 -1.177853 0.262481 -0.929497 -1.026282 0.144644 -0.135332 -1.058625 -0.303690

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 0.643437 0.129817 -1.211078 -1.155937 -1.410828 -0.063788 0.643437 0.313988 -0.231627

Antenna 149: 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
149 N15 digital_ok nn Temporal Variability 20.396182 0.120645 -1.018118 -1.698815 -1.303050 3.328105 20.396182 -0.067860 1.606861

Antenna 149: 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
149 N15 digital_ok ee Temporal Variability 11.299462 0.994894 -1.091161 1.458293 -1.705631 0.395841 11.299462 -0.430096 6.331152

Antenna 149: 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
149 N15 digital_ok nn Power 1.370721 0.821826 -0.515432 1.370721 -1.583830 -0.270500 -0.022645 -1.597946 0.104393

Antenna 149: 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
149 N15 digital_ok nn Power 1.120978 0.903483 -0.786075 1.120978 -1.740405 -0.337388 -0.495652 -1.729403 0.031298

Antenna 149: 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
149 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Power 1.393840 0.999294 -0.754045 1.393840 -1.541152 -0.195089 -0.147378 -1.505890 -0.590202

Antenna 149: 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
149 N15 digital_ok nn Power 1.478847 1.103146 -0.806591 1.478847 -1.634269 -0.233490 -0.300123 -1.484437 -0.542335

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 1.455852 0.979863 -0.596060 1.329035 -1.485616 0.059385 0.010884 0.461382 1.455852

Antenna 149: 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
149 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Power 1.178943 0.770940 -0.854088 1.178943 -1.547194 -0.366882 -0.158316 -1.669305 -0.113902

Antenna 149: 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
149 N15 digital_ok nn Power 1.466397 0.956709 -0.768730 1.466397 -1.589702 -0.126335 -0.371334 -1.895064 -0.784489

Antenna 149: 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
149 N15 digital_ok nn Power 1.386458 -0.684407 0.787611 -1.784007 1.386458 -0.478079 -0.199972 0.214136 -0.420880

Antenna 149: 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
149 N15 digital_ok ee Power inf 193.406983 193.150902 inf inf 4593.093968 4792.010370 992.762705 1098.490212

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 1.563503 0.854435 -0.573106 1.545370 -1.241141 0.253404 -0.668457 -1.141704 1.563503

Antenna 149: 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
149 N15 digital_ok nn Power 2.129473 -0.781903 1.547537 -0.978901 2.129473 -0.835486 0.269420 -0.524346 -1.876424

Antenna 149: 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
149 N15 digital_ok nn Power 2.353931 1.268509 -0.727722 2.353931 -1.036533 0.130111 -1.001312 -2.002706 -0.758767

Antenna 149: 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
149 N15 digital_ok ee Temporal Variability 7.315414 2.099074 -0.974408 1.942170 -0.975330 -0.175639 7.315414 -2.830961 -0.414835

Antenna 149: 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
149 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Power 1.883635 -0.675539 1.174065 -1.199736 1.883635 0.945603 0.267199 -0.501113 -1.815872

Antenna 149: 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
149 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Power 1.637874 0.701833 -0.677802 1.637874 -1.884816 -0.297916 -0.423897 -1.405184 -0.140751

Antenna 149: 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
149 N15 digital_ok nn Shape 1.360873 1.360873 -1.028863 1.228282 -1.368351 -0.864038 -0.162222 -1.480742 -0.841453

Antenna 149: 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
149 N15 digital_ok nn Power inf 213.000717 212.946248 inf inf 1644.837188 1521.839319 317.134398 278.590206

Antenna 149: 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
149 N15 digital_ok ee Power inf 174.648418 174.216670 inf inf 4229.892561 4365.473679 214.075849 246.113052

Antenna 149: 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
149 N15 digital_ok ee Power inf 168.891202 169.302407 inf inf 4966.372906 4862.915697 2289.439957 2348.591227

Antenna 149: 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
149 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok nn Power 1.423704 0.716479 -0.869336 1.423704 -0.999441 -0.321317 -0.382626 -1.123135 -0.301814

Antenna 149: 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
149 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 2.609922 0.899308 -0.855538 0.909796 -1.269421 -0.225512 -0.320929 -1.009811 2.609922

Antenna 149: 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
149 N15 digital_ok nn Power 1.515378 -1.003098 1.240679 -1.005747 1.515378 -0.034294 0.642163 0.316540 -2.081911

Antenna 149: 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
149 N15 digital_ok nn Power 1.716311 1.585419 -0.886898 1.716311 -0.997643 -0.298030 -0.910691 -1.748128 -0.127682

Antenna 149: 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
149 N15 digital_ok ee Temporal Discontinuties 1.867901 1.115997 -0.636266 1.572897 -1.427958 0.680022 0.217554 -1.004409 1.867901

Antenna 149: 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
149 N15 digital_ok nn Power 1.479469 -0.912722 1.469594 -1.327116 1.479469 -1.114452 0.080056 -0.354528 -2.438784

Antenna 149: 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
149 N15 digital_ok ee Power inf 258.906522 258.739375 inf inf 3706.088486 3706.478295 4253.805030 4254.492281

Antenna 149: 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
149 N15 digital_ok nn Power 2.379972 -0.985840 1.065259 -1.426978 2.379972 0.569407 -0.046710 -1.647180 0.466005

Antenna 149: 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
149 N15 digital_ok nn Power 1.815288 1.181667 -0.596247 1.815288 -1.221990 -0.075441 -0.329055 -1.412600 -0.761493

Antenna 149: 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
149 N15 digital_ok nn Power 1.168604 0.717427 -0.481320 1.168604 -1.305009 -0.990510 -0.612054 -1.483479 -0.051192

Antenna 149: 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
149 N15 digital_ok nn Power 1.481127 0.887275 -0.777959 1.481127 -1.227292 -0.929060 -0.736562 -1.642568 -0.358764

Antenna 149: 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
149 N15 digital_ok nn Power 1.435384 1.035566 -0.701733 1.435384 -1.262394 -0.895094 -0.695889 -1.880677 -0.660332

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.161216 1.097971 -0.774854 1.161216 -1.429624 -1.134728 -0.713562 -1.081343 -0.273906

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.131594 -0.928626 1.016619 -1.244151 1.131594 -0.545201 -0.858083 -0.577182 -2.103232

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.235870 1.099482 -0.897268 1.235870 -1.324261 -0.745681 -1.009093 -1.990817 -0.853605

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.881289 1.254144 -0.993774 1.881289 -0.965511 -0.018355 -0.675614 -1.792096 0.068182

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.731595 1.084771 -0.822062 1.731595 -1.142063 0.340973 -1.288571 -1.982710 -0.410611

Antenna 149: 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
149 N15 RF_maintenance nn Power 2.123396 1.143464 -0.806353 2.123396 -0.992321 0.534248 -0.599280 -2.803112 0.040502

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.785930 1.309520 -1.178752 1.785930 -1.197823 -0.093419 -0.619467 -3.269002 -0.918314

Antenna 149: 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
149 N15 RF_maintenance nn Power 2.210138 -1.037530 1.660019 -1.088768 2.210138 -1.200269 -0.013421 -0.761449 -2.057325

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.392244 -0.949130 1.339871 -1.384598 1.392244 -1.123562 -0.671317 -0.547204 -2.149411

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.406794 -0.925079 1.147676 -1.369037 1.406794 -0.562903 -0.570599 0.100960 -1.813248

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.523229 0.890422 -0.753404 1.523229 -1.312580 0.014276 -1.138699 -1.966877 1.012236

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.695314 0.928890 -0.943400 1.695314 -0.972640 -0.077937 -1.042162 -2.456571 -0.819370

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.746035 1.147344 -1.230187 1.746035 -1.127547 0.477332 -1.308163 -2.025430 -0.785748

Antenna 149: 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
149 N15 RF_maintenance ee Power inf 266.596023 266.526299 inf inf 6486.936253 6429.425069 566.945398 517.261613

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.548333 0.912667 -1.064561 1.548333 -1.031466 -0.205148 -0.980048 -2.019135 0.138298

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.426421 -1.316865 1.090268 -1.232787 1.426421 -1.022890 -0.031841 -0.781349 -2.725850

Antenna 149: 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
149 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 RF_maintenance nn Power 2.046900 -1.296332 0.843159 -1.081965 2.046900 -0.987958 0.703362 -0.651708 -1.942371

Antenna 149: 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
149 N15 RF_maintenance nn Power 2.752795 0.907046 -1.156027 2.752795 -1.588323 -0.172943 -1.237761 -1.871560 -0.389576

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.944335 -1.384000 0.942434 -1.127073 1.944335 -1.234406 -0.041995 -1.284249 -2.774174

Antenna 149: 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
149 N15 RF_maintenance nn Power 2.523447 0.792199 -1.252886 2.523447 -1.387498 0.600456 -0.654345 -0.515825 -1.173722

Antenna 149: 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
149 N15 RF_maintenance nn Power 1.788016 0.755793 -1.103823 1.788016 -2.418324 0.003681 0.216424 -1.741921 -0.863123

Antenna 149: 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
149 N15 RF_maintenance ee Temporal Variability 4.783657 -2.409526 0.736594 -0.341983 2.040585 4.783657 1.828216 -0.616287 0.712795

Antenna 149: 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
149 N15 RF_maintenance nn Power 35.114287 2.520451 -1.478788 35.114287 13.089679 7.070816 -1.016275 6.436342 3.494075

Antenna 149: 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
149 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 RF_maintenance nn Power inf 287.575396 286.911736 inf inf 4902.455769 4833.936494 15588.714319 14817.837842

Antenna 149: 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
149 N15 RF_maintenance nn Power 35.544675 3.351013 -1.613602 35.544675 13.156858 5.227305 -0.666603 -1.677501 -0.144615

Antenna 149: 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
149 N15 RF_maintenance nn Power 40.574441 2.548274 -1.224910 40.574441 14.978163 9.192554 -1.332518 0.752367 -0.998587

Antenna 149: 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
149 N15 RF_maintenance nn Power 33.000752 2.454154 -1.535227 33.000752 11.692952 3.403326 -0.578053 -2.323177 -0.695427

Antenna 149: 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
149 N15 RF_maintenance nn Power inf 230.668766 230.600661 inf inf 4675.670527 4677.092621 13513.785359 13521.347425

Antenna 149: 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
149 N15 RF_maintenance nn Power 40.420895 2.884156 -0.853211 40.420895 14.687116 5.634004 -0.536559 -3.555217 1.075224

Antenna 149: 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
149 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 149: 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
149 N15 RF_maintenance nn Power 38.205017 -1.467867 2.137408 13.369770 38.205017 -0.720023 7.725756 -0.854409 2.378715

Antenna 149: 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
149 N15 RF_maintenance nn Power 19.426531 -1.424392 3.320151 6.677224 19.426531 -0.407897 10.023338 -0.410847 -2.842674

Antenna 149: 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
149 N15 RF_maintenance nn Power 25.970416 -0.814207 1.881792 8.707590 25.970416 -0.937232 3.496831 -0.586471 -1.725405
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