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 = "99"
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 99 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 131 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 129 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 99, Node N07:

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)
2459948 digital_ok 100.00% 99.51% 99.57% 0.00% - - 222.015300 224.187264 inf inf 2725.239353 2974.933907 5265.906515 6499.859237 0.3858 0.4149 0.2079 nan nan
2459947 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459946 digital_ok 100.00% 99.78% 99.84% 0.00% - - 252.778747 252.612075 inf inf 4958.023441 4895.284778 8988.933903 8629.522886 0.3458 0.2802 0.3690 nan nan
2459945 digital_ok 100.00% 99.14% 99.03% 0.00% - - nan nan inf inf nan nan nan nan 0.6007 0.6846 0.2918 nan nan
2459944 digital_ok 100.00% 99.14% 99.24% 0.00% - - nan nan inf inf nan nan nan nan 0.5518 0.5188 0.1884 nan nan
2459943 digital_ok 100.00% 99.30% 99.51% 0.00% - - nan nan inf inf nan nan nan nan 0.5716 0.4708 0.3918 nan nan
2459942 digital_ok 100.00% 100.00% 100.00% 0.00% - - 231.188966 231.564173 inf inf 3479.772203 3580.152908 4343.236652 4703.480804 nan nan nan nan nan
2459941 digital_ok 100.00% 99.24% 99.24% 0.00% - - nan nan inf inf nan nan nan nan 0.2963 0.3920 0.3117 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 100.00% 100.00% 100.00% 0.00% - - 185.026269 184.597688 inf inf 3882.429670 3846.184310 7107.101973 6969.459831 nan nan nan nan nan
2459938 digital_ok 0.00% 19.58% 18.93% 0.00% - - 3.539533 -0.622193 0.641132 0.572993 -0.958167 1.575290 0.937481 0.184025 0.4638 0.4959 0.3024 nan nan
2459937 digital_ok 0.00% 0.70% 0.00% 0.00% - - 3.698346 -0.702311 0.760520 0.208121 -0.911493 1.422985 1.665901 0.201944 0.5624 0.6107 0.3358 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.177723 -0.215556 1.075167 -0.216921 -0.944905 2.324976 0.431746 -0.408143 0.7552 0.7844 0.2082 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.706683 -0.815008 0.371786 0.147586 -1.336496 2.558265 3.429456 -0.093757 0.6189 0.6587 0.4031 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.906376 -0.890962 0.456888 0.167336 -1.125825 2.632442 1.430013 -0.469099 0.6259 0.6681 0.4076 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.317261 -0.841544 0.527611 0.121644 -1.365334 1.508071 0.972474 -0.737148 0.6258 0.6716 0.4092 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.632049 -1.089480 0.489015 0.422335 -1.586449 3.964434 3.278948 -0.193659 0.5589 0.6022 0.3561 nan nan
2459931 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.981627 -0.897889 0.697883 0.316605 -1.282251 1.961671 1.151596 -0.212236 0.6367 0.6762 0.3964 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.920996 -0.856466 0.520477 0.559364 -1.286245 1.550344 0.592740 -0.577006 0.6336 0.6704 0.4020 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.988553 0.306372 1.078918 0.582226 1.289297 0.850987 1.365515 0.763189 0.7444 0.7604 0.2357 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.223434 -0.680147 0.762993 -0.021656 -0.144624 2.275470 3.739268 -0.445499 0.6158 0.6482 0.4014 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.670419 -0.581792 0.620138 0.746577 -1.166993 0.449866 0.965358 0.148518 0.5787 0.5976 0.3497 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.161085 -0.371772 0.869445 0.249181 0.137396 1.243334 0.390160 0.123723 0.7751 0.8062 0.2064 nan nan
2459925 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.816240 0.163353 0.910526 0.333712 -0.046804 5.084501 0.974899 0.577038 0.7294 0.7246 0.2505 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.166971 -0.689379 0.877607 0.496325 -0.809841 1.115754 -0.065572 -0.683033 0.6421 0.6733 0.3808 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.494458 -0.885148 0.832053 0.269524 -0.588615 1.518135 0.831474 -0.063837 0.6817 0.7089 0.3504 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.110096 -0.821618 0.380260 -0.172054 -1.124056 1.590615 2.921452 -0.329032 0.6302 0.6695 0.4084 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.105487 -0.832671 0.267701 0.249249 -0.623071 2.325542 2.178013 -0.530997 0.6488 0.6747 0.4045 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.446852 -0.747509 0.419724 0.367336 -0.528674 0.289333 2.700009 -0.304762 0.6336 0.6603 0.4152 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.091119 -0.727138 0.580228 0.574139 -0.764944 -0.124709 1.952608 -0.460934 0.6227 0.6497 0.4026 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.572756 -0.921300 0.490568 0.476159 -0.789418 1.322625 0.812735 -0.584558 0.6435 0.6708 0.3966 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.546942 -0.500946 0.728802 0.325725 -0.719035 5.436364 3.016162 -0.455706 0.6750 0.7082 0.4560 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.726090 -0.666982 0.577729 0.653029 -0.709955 1.903538 1.544254 -0.622816 0.6423 0.6725 0.4028 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.390477 -0.850783 0.866789 0.235602 -0.360101 2.887391 1.716250 -0.398683 0.6787 0.7021 0.3613 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.064380 -0.743756 0.831888 -0.023095 -0.982203 2.250141 0.614337 -1.082814 0.7030 0.7304 0.3121 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.026977 -0.735872 0.630708 -0.040701 -0.678920 1.323236 3.351293 -0.090567 0.6571 0.6749 0.4020 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.466421 -0.714784 0.455450 0.213780 -1.078786 1.870754 3.945108 0.376700 0.6281 0.6696 0.4106 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.380995 -0.666540 0.502616 0.334388 -0.792923 2.521221 1.657762 -0.516830 0.6331 0.6710 0.4136 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.389514 -0.702033 0.470692 0.403593 -0.772970 2.595465 0.776188 -0.900631 0.6377 0.6732 0.4104 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.582580 -0.654018 0.453743 0.462922 -0.659792 1.687169 2.011509 -0.586922 0.6347 0.6709 0.4102 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.155086 -0.605876 0.421397 0.653024 -0.579156 1.048642 1.928352 -0.364159 0.6383 0.6770 0.4067 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.329454 -0.762657 0.403236 0.660973 -0.636553 2.672707 1.570607 -0.282735 0.6369 0.6750 0.4044 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.550217 -0.854042 0.427800 0.352185 -0.415693 2.002817 2.744895 -0.302349 0.6293 0.6698 0.4039 nan nan
2459905 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.283977 -0.765286 0.566516 0.267114 -1.614286 4.870922 2.168121 -0.611062 0.0639 0.0586 0.0097 nan nan
2459904 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.099845 -0.736431 0.574163 0.407882 -0.746911 1.794616 5.693460 -0.432025 0.0631 0.0586 0.0092 nan nan
2459903 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.434607 -0.810651 0.530239 0.667720 -0.829548 1.849867 4.573910 -0.277472 0.0620 0.0569 0.0087 nan nan
2459902 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.654568 -0.817982 0.596401 0.508256 -0.891432 2.607921 2.138068 -0.480615 0.0658 0.0623 0.0089 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.313284 -0.804770 0.556305 0.552840 -0.283095 2.698194 2.390456 -0.289514 0.6441 0.6714 0.3958 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.324749 -0.718975 0.609078 0.425755 -0.084854 2.879291 2.304915 -0.425682 0.5826 0.6323 0.3436 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.352769 -0.787910 0.446731 0.434212 -1.170473 3.132621 2.943430 -0.250987 0.6351 0.6691 0.3995 nan nan
2459897 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.012831 -0.733434 0.366181 0.518289 -1.060461 1.888501 2.607634 -0.310743 0.0668 0.0633 0.0107 nan nan
2459896 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.543355 -0.703622 0.464362 0.684107 -1.623626 3.334405 1.338871 -0.411667 0.0647 0.0628 0.0098 nan nan
2459895 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.005398 -0.646707 0.915915 0.039225 -0.061061 2.013098 0.849416 -0.062817 0.0671 0.0664 0.0047 nan nan
2459894 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.142506 -0.786181 0.423398 0.173039 -1.458388 3.567089 3.442752 -0.788270 0.0691 0.0681 0.0096 nan nan
2459893 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.679506 -0.611780 0.531417 0.638228 -1.104497 3.488982 2.439443 -0.571076 0.6480 0.6791 0.3868 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.504461 -0.780352 0.476149 0.487703 -1.574222 3.674245 2.568604 -0.443953 0.6413 0.6730 0.3911 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.040834 -0.630418 1.014347 0.045311 -1.408750 4.059023 1.293115 -0.961600 0.6419 0.6718 0.3907 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.303208 -0.868117 0.484558 0.188239 -1.258682 4.567022 7.452496 -0.459754 0.6502 0.6755 0.3864 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.362779 -0.784340 0.935928 0.405187 -1.513866 2.324210 -0.816101 -0.451901 0.6833 0.6951 0.3785 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.104991 -0.845022 -0.061637 0.326195 -2.760439 2.167694 -1.525976 -0.358275 0.6700 0.6774 0.3910 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.286009 -0.757604 0.676891 0.537858 2.554457 15.248727 0.156539 1.252791 0.7352 0.7323 0.3323 nan nan
2459885 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.476072 -1.340180 0.448633 -0.585698 -1.388500 3.511384 0.037814 -0.861540 0.0683 0.0630 0.0064 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.820499 -0.755487 0.028617 0.296894 -1.236081 2.657041 0.812323 -0.711978 0.6599 0.6728 0.3860 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.125375 -1.042473 0.467488 0.457881 -0.866932 3.429044 2.801343 -1.227450 0.6502 0.6698 0.3929 nan nan
2459882 digital_ok 100.00% 100.00% 100.00% 0.00% - - 294.021051 307.819110 inf inf 6255.625386 6216.400202 8226.171677 7874.905450 nan nan nan nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.592642 -0.756776 1.236431 -1.110067 -1.226393 3.559803 6.613310 -1.004788 0.7026 0.7251 0.3266 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.398862 -1.076499 1.372871 0.800117 -0.599075 3.843609 1.804353 -1.136781 0.6536 0.6738 0.3921 nan nan
2459879 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.755664 -0.547756 0.280336 0.663277 0.237360 3.446362 1.883875 -0.189987 0.0675 0.0626 0.0088 nan nan
2459878 digital_ok 100.00% 51.31% 51.25% 0.00% - - 2.576834 -0.487513 1.476693 1.226171 -0.914619 5.638833 6.766747 0.061273 0.3590 0.3690 0.1801 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.487426 -0.533421 0.996156 1.362401 -0.566714 7.455190 6.365834 -0.054782 0.6757 0.6729 0.3846 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.559906 -1.530375 1.372120 -0.077698 -0.960691 3.102744 1.129286 -0.877527 0.6910 0.7062 0.3882 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.275546 -1.372536 -0.019649 0.021332 0.942137 1.269491 4.193720 -0.548662 0.6768 0.6691 0.3750 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.448196 -0.999634 0.880119 -0.804784 0.359438 3.519243 3.177596 -0.745397 0.6781 0.6695 0.3797 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.563599 -0.948671 0.777952 -0.793655 2.820383 0.726471 3.447831 -1.038286 0.6716 0.6662 0.3855 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.229553 -1.147776 1.022495 -0.054454 0.620365 0.666150 1.597080 -0.897474 0.6827 0.6699 0.3767 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.856250 -1.110560 0.371243 1.134709 -0.056826 7.548266 3.655612 -0.397450 0.6809 0.6770 0.3882 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.115521 0.062992 0.344688 1.418471 0.039219 4.904891 1.810404 0.043984 0.6873 0.6897 0.3856 nan nan
2459868 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.432102 -0.844650 0.730778 -0.164449 0.624557 2.049331 2.549260 -0.779993 0.6823 0.6723 0.4023 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.135387 -0.673438 0.849006 0.407471 1.643437 4.952964 1.138358 -0.793342 0.6833 0.6741 0.3956 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.101630 -0.782188 6.510379 -0.830385 2.709403 3.118926 2.271182 -0.659734 0.6971 0.6922 0.3648 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.441110 -1.882682 -1.104261 0.084232 0.413373 2.437993 3.987643 -0.798538 0.6748 0.6721 0.4171 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.250364 -0.535050 -0.124053 -0.833326 -0.711551 4.923702 2.717331 -0.858150 0.6687 0.6634 0.4048 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.110828 -0.599887 -1.541226 -0.051814 0.672502 -0.804600 1.352021 -0.918197 0.6544 0.6901 0.4205 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.381788 -0.203527 -0.106521 -0.316147 -0.754412 2.491036 1.856271 -0.671932 0.6794 0.6650 0.4278 nan nan
2459860 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.120044 -0.551043 -0.179413 0.012670 -0.492769 1.225334 0.153869 -0.695275 0.6983 0.6782 0.4079 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.344982 -0.146734 -0.174593 -0.268796 -0.779747 5.174788 1.614080 -0.670311 0.7061 0.6841 0.4225 2.708188 2.800824
2459857 digital_ok 100.00% 0.00% 0.00% 0.00% - - 20.277550 22.523407 6.625177 7.820684 110.145729 177.842779 53.705569 53.612142 0.6885 0.6827 0.4369 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.654433 -0.486262 -0.736326 -1.158153 0.781245 4.959465 2.261677 -0.884267 0.6969 0.6977 0.4059 2.752631 2.545172
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.769444 -0.696349 0.879792 -0.747173 -1.059659 3.633878 0.671317 -1.059372 0.6830 0.7144 0.4361 1.684331 1.490604
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.099793 -0.702026 1.344406 0.145172 -0.736700 2.763550 1.989202 -0.149688 0.6810 0.7332 0.4464 1.723220 1.406093
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.655525 -0.237821 2.030483 0.492830 0.992806 3.549435 2.135357 -1.010351 0.7122 0.6904 0.4283 1.799596 1.508870
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 3.78% 1.843942 1.143475 2.295762 1.756620 0.282749 2.999474 1.224373 1.749672 0.8009 0.8265 0.2592 3.015084 3.185515
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 1.349560 -0.467276 1.623854 -0.429730 -0.349945 -0.282919 1.362344 -1.375934 0.7080 0.7480 0.3679 1.724381 1.412965
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.014102 -0.545650 2.855129 1.231765 -0.852487 8.808129 1.675312 -0.902038 0.7083 0.7334 0.3692 3.491358 3.149726
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.979570 0.060150 9.755684 1.094960 3.480754 0.124560 0.422474 -0.877284 0.6422 0.7326 0.4057 2.651414 2.934194
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.113582 0.152924 9.383731 0.338270 4.909722 5.884892 0.390582 -0.974775 0.6503 0.6742 0.4441 2.890457 3.182204
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.650740 0.825917 11.736725 0.552707 5.873634 2.634158 1.780851 -0.631871 0.8028 0.6702 0.4823 2.937043 3.712209
2459845 digital_ok 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
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.711831 0.668789 2.136244 -0.701023 72.137358 86.356554 0.075187 0.421140 0.7383 0.7404 0.3839 5.542685 3.625636
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.575041 3.687452 1.793130 2.459755 -0.531247 1.356306 -1.313021 -0.094042 0.0272 0.0297 0.0028 nan nan
2459839 digital_ok 100.00% - - - - - 1.632362 0.843771 15.923650 16.997341 1.988098 2.489838 7.780114 9.853175 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.471702 -0.102274 2.266585 0.102963 3.128300 5.363602 -0.041125 -0.708103 0.7428 0.7110 0.4068 5.011076 4.655967
2459836 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6990 0.6220 0.4404 nan nan
2459835 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.980817 5.533252 11.256454 9.593314 20.433028 40.582860 -5.617977 -1.875132 0.7947 0.5232 0.5771 nan nan
2459833 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.555631 19.059396 32.535999 31.734024 319.809289 305.640723 34.461406 35.848674 0.8020 0.5068 0.5750 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.044924 0.648783 1.988090 0.327126 0.043554 5.283445 2.557328 -0.705514 0.8102 0.5459 0.5643 3.504591 3.703902
2459831 digital_ok 100.00% 100.00% 44.89% 0.00% - - 1.929047 5.444400 19.271955 20.742308 3.393306 4.126370 -1.522947 -0.499139 0.2387 0.3370 0.0386 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.242009 1.263789 3.220863 0.043476 4.910037 0.506986 2.481830 -0.838435 0.8111 0.5685 0.5371 5.949533 6.577980
2459829 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.545127 0.031435 2.814840 -0.785486 1.687026 2.404517 0.465971 -0.949577 0.7547 0.6766 0.4025 1.138686 1.023828
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 26.32% 1.133581 0.319296 2.288218 -0.742912 0.915043 0.138517 -1.414310 -0.545021 0.8095 0.5681 0.5329 1.834955 1.647339
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.251361 0.197573 4.192478 -0.100143 2.321927 1.751949 0.542454 -0.500910 0.7511 0.6740 0.4117 9.076694 9.005933
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.206355 1.047676 3.632061 0.617186 2.244269 0.685927 4.572136 -0.524750 0.7985 0.5580 0.5244 3.672452 2.896402
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.689812 0.445502 2.079656 0.073671 -0.164556 -0.769837 -0.093945 2.168476 0.8062 0.5917 0.5103 7.382153 8.666474
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.205613 -0.086647 2.661610 1.098049 -0.889575 0.101017 0.958622 -0.261167 0.7100 0.7375 0.3686 7.877744 8.038869
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.771717 0.788965 3.578719 1.142731 2.775243 0.167341 -1.152922 -0.737041 0.7581 0.6526 0.4628 228.941711 151.466232
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.866828 0.517642 3.451926 -0.255747 1.350173 -0.834869 -0.703420 0.597393 0.7988 0.5939 0.5151 2.046353 1.633659
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.986074 0.588995 3.392306 -0.114231 -0.145021 -0.867669 -1.372675 -0.544197 0.8016 0.6180 0.5089 1.837995 1.592048
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.180028 0.204874 3.512300 -0.490483 2.053119 3.160254 3.856183 -0.323962 0.7591 0.6816 0.4210 4.674077 4.707967
2459817 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.940897 0.218867 2.492118 -0.605995 2.789646 -1.533639 0.055159 -0.680856 0.8041 0.6528 0.4961 3.790424 4.797243
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.803030 0.922334 3.623422 0.675870 2.901548 -0.542058 -0.801276 -0.892731 0.8466 0.5961 0.5923 1.687889 1.472251
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.938268 0.577570 3.153737 0.629725 5.121202 -0.239017 1.745497 -0.181148 0.8085 0.6784 0.5013 4.207499 4.360713
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.563945 1.369841 2.338326 -0.477960 5.386496 2.105261 7.436566 0.043178 0.7808 0.7207 0.3952 7.862948 6.107018

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 99: 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
99 N07 digital_ok ee Power inf 222.015300 224.187264 inf inf 2725.239353 2974.933907 5265.906515 6499.859237

Antenna 99: 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
99 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok nn Power inf 252.612075 252.778747 inf inf 4895.284778 4958.023441 8629.522886 8988.933903

Antenna 99: 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
99 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok nn Power inf 231.564173 231.188966 inf inf 3580.152908 3479.772203 4703.480804 4343.236652

Antenna 99: 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
99 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok nn Power inf 184.597688 185.026269 inf inf 3846.184310 3882.429670 6969.459831 7107.101973

Antenna 99: 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
99 N07 digital_ok ee Shape 3.539533 -0.622193 3.539533 0.572993 0.641132 1.575290 -0.958167 0.184025 0.937481

Antenna 99: 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
99 N07 digital_ok ee Shape 3.698346 3.698346 -0.702311 0.760520 0.208121 -0.911493 1.422985 1.665901 0.201944

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.324976 2.177723 -0.215556 1.075167 -0.216921 -0.944905 2.324976 0.431746 -0.408143

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 3.429456 -0.815008 2.706683 0.147586 0.371786 2.558265 -1.336496 -0.093757 3.429456

Antenna 99: 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
99 N07 digital_ok ee Shape 3.906376 3.906376 -0.890962 0.456888 0.167336 -1.125825 2.632442 1.430013 -0.469099

Antenna 99: 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
99 N07 digital_ok ee Shape 3.317261 -0.841544 3.317261 0.121644 0.527611 1.508071 -1.365334 -0.737148 0.972474

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.964434 -1.089480 2.632049 0.422335 0.489015 3.964434 -1.586449 -0.193659 3.278948

Antenna 99: 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
99 N07 digital_ok ee Shape 3.981627 3.981627 -0.897889 0.697883 0.316605 -1.282251 1.961671 1.151596 -0.212236

Antenna 99: 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
99 N07 digital_ok ee Shape 2.920996 2.920996 -0.856466 0.520477 0.559364 -1.286245 1.550344 0.592740 -0.577006

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 1.365515 0.306372 0.988553 0.582226 1.078918 0.850987 1.289297 0.763189 1.365515

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 3.739268 -0.680147 -0.223434 -0.021656 0.762993 2.275470 -0.144624 -0.445499 3.739268

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 0.965358 -0.581792 -0.670419 0.746577 0.620138 0.449866 -1.166993 0.148518 0.965358

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 1.243334 -0.371772 -0.161085 0.249181 0.869445 1.243334 0.137396 0.123723 0.390160

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 5.084501 0.816240 0.163353 0.910526 0.333712 -0.046804 5.084501 0.974899 0.577038

Antenna 99: 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
99 N07 digital_ok ee Shape 1.166971 1.166971 -0.689379 0.877607 0.496325 -0.809841 1.115754 -0.065572 -0.683033

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 1.518135 -0.885148 -0.494458 0.269524 0.832053 1.518135 -0.588615 -0.063837 0.831474

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 2.921452 -0.821618 0.110096 -0.172054 0.380260 1.590615 -1.124056 -0.329032 2.921452

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.325542 0.105487 -0.832671 0.267701 0.249249 -0.623071 2.325542 2.178013 -0.530997

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 2.700009 -0.747509 0.446852 0.367336 0.419724 0.289333 -0.528674 -0.304762 2.700009

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 1.952608 0.091119 -0.727138 0.580228 0.574139 -0.764944 -0.124709 1.952608 -0.460934

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 1.322625 -0.921300 -0.572756 0.476159 0.490568 1.322625 -0.789418 -0.584558 0.812735

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 5.436364 -0.500946 0.546942 0.325725 0.728802 5.436364 -0.719035 -0.455706 3.016162

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 1.903538 1.726090 -0.666982 0.577729 0.653029 -0.709955 1.903538 1.544254 -0.622816

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.887391 0.390477 -0.850783 0.866789 0.235602 -0.360101 2.887391 1.716250 -0.398683

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.250141 1.064380 -0.743756 0.831888 -0.023095 -0.982203 2.250141 0.614337 -1.082814

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 3.351293 -0.735872 -0.026977 -0.040701 0.630708 1.323236 -0.678920 -0.090567 3.351293

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 3.945108 -0.714784 -0.466421 0.213780 0.455450 1.870754 -1.078786 0.376700 3.945108

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.521221 -0.666540 -0.380995 0.334388 0.502616 2.521221 -0.792923 -0.516830 1.657762

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.595465 -0.702033 -0.389514 0.403593 0.470692 2.595465 -0.772970 -0.900631 0.776188

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 2.011509 -0.654018 -0.582580 0.462922 0.453743 1.687169 -0.659792 -0.586922 2.011509

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 1.928352 -0.155086 -0.605876 0.421397 0.653024 -0.579156 1.048642 1.928352 -0.364159

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.672707 -0.762657 -0.329454 0.660973 0.403236 2.672707 -0.636553 -0.282735 1.570607

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 2.744895 -0.854042 -0.550217 0.352185 0.427800 2.002817 -0.415693 -0.302349 2.744895

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 4.870922 -0.765286 -0.283977 0.267114 0.566516 4.870922 -1.614286 -0.611062 2.168121

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 5.693460 -0.736431 0.099845 0.407882 0.574163 1.794616 -0.746911 -0.432025 5.693460

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 4.573910 -0.810651 -0.434607 0.667720 0.530239 1.849867 -0.829548 -0.277472 4.573910

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.607921 0.654568 -0.817982 0.596401 0.508256 -0.891432 2.607921 2.138068 -0.480615

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.698194 -0.313284 -0.804770 0.556305 0.552840 -0.283095 2.698194 2.390456 -0.289514

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.879291 -0.324749 -0.718975 0.609078 0.425755 -0.084854 2.879291 2.304915 -0.425682

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.132621 -0.787910 -0.352769 0.434212 0.446731 3.132621 -1.170473 -0.250987 2.943430

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 2.607634 -0.733434 -0.012831 0.518289 0.366181 1.888501 -1.060461 -0.310743 2.607634

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.334405 -0.703622 0.543355 0.684107 0.464362 3.334405 -1.623626 -0.411667 1.338871

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.013098 0.005398 -0.646707 0.915915 0.039225 -0.061061 2.013098 0.849416 -0.062817

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.567089 -0.786181 0.142506 0.173039 0.423398 3.567089 -1.458388 -0.788270 3.442752

Antenna 99: 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
99 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.488982 -0.611780 0.679506 0.638228 0.531417 3.488982 -1.104497 -0.571076 2.439443

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.674245 0.504461 -0.780352 0.476149 0.487703 -1.574222 3.674245 2.568604 -0.443953

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 4.059023 -0.630418 -0.040834 0.045311 1.014347 4.059023 -1.408750 -0.961600 1.293115

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 7.452496 1.303208 -0.868117 0.484558 0.188239 -1.258682 4.567022 7.452496 -0.459754

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.324210 -0.784340 1.362779 0.405187 0.935928 2.324210 -1.513866 -0.451901 -0.816101

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.167694 -0.845022 1.104991 0.326195 -0.061637 2.167694 -2.760439 -0.358275 -1.525976

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 15.248727 2.286009 -0.757604 0.676891 0.537858 2.554457 15.248727 0.156539 1.252791

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.511384 -1.340180 2.476072 -0.585698 0.448633 3.511384 -1.388500 -0.861540 0.037814

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 2.657041 -0.755487 0.820499 0.296894 0.028617 2.657041 -1.236081 -0.711978 0.812323

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.429044 -1.042473 2.125375 0.457881 0.467488 3.429044 -0.866932 -1.227450 2.801343

Antenna 99: 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
99 N07 digital_ok nn Power inf 307.819110 294.021051 inf inf 6216.400202 6255.625386 7874.905450 8226.171677

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 6.613310 -0.756776 1.592642 -1.110067 1.236431 3.559803 -1.226393 -1.004788 6.613310

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.843609 -1.076499 1.398862 0.800117 1.372871 3.843609 -0.599075 -1.136781 1.804353

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.446362 -0.547756 0.755664 0.663277 0.280336 3.446362 0.237360 -0.189987 1.883875

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 6.766747 -0.487513 2.576834 1.226171 1.476693 5.638833 -0.914619 0.061273 6.766747

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 7.455190 6.487426 -0.533421 0.996156 1.362401 -0.566714 7.455190 6.365834 -0.054782

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.102744 1.559906 -1.530375 1.372120 -0.077698 -0.960691 3.102744 1.129286 -0.877527

Antenna 99: 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
99 N07 digital_ok ee Shape 5.275546 5.275546 -1.372536 -0.019649 0.021332 0.942137 1.269491 4.193720 -0.548662

Antenna 99: 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
99 N07 digital_ok nn Temporal Variability 3.519243 1.448196 -0.999634 0.880119 -0.804784 0.359438 3.519243 3.177596 -0.745397

Antenna 99: 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
99 N07 digital_ok ee Temporal Discontinuties 3.447831 -0.948671 0.563599 -0.793655 0.777952 0.726471 2.820383 -1.038286 3.447831

Antenna 99: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok ee Temporal Discontinuties 1.597080 -1.147776 1.229553 -0.054454 1.022495 0.666150 0.620365 -0.897474 1.597080

Antenna 99: 2459870

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
99 N07 digital_ok nn Temporal Variability 7.548266 3.856250 -1.110560 0.371243 1.134709 -0.056826 7.548266 3.655612 -0.397450

Antenna 99: 2459869

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
99 N07 digital_ok ee Shape 6.115521 6.115521 0.062992 0.344688 1.418471 0.039219 4.904891 1.810404 0.043984

Antenna 99: 2459868

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
99 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 2459867

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
99 N07 digital_ok ee Temporal Discontinuties 2.549260 0.432102 -0.844650 0.730778 -0.164449 0.624557 2.049331 2.549260 -0.779993

Antenna 99: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 4.952964 -0.673438 1.135387 0.407471 0.849006 4.952964 1.643437 -0.793342 1.138358

Antenna 99: 2459865

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
99 N07 digital_ok ee Power 6.510379 1.101630 -0.782188 6.510379 -0.830385 2.709403 3.118926 2.271182 -0.659734

Antenna 99: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok ee Temporal Discontinuties 3.987643 -1.882682 0.441110 0.084232 -1.104261 2.437993 0.413373 -0.798538 3.987643

Antenna 99: 2459863

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
99 N07 digital_ok nn Temporal Variability 4.923702 0.250364 -0.535050 -0.124053 -0.833326 -0.711551 4.923702 2.717331 -0.858150

Antenna 99: 2459862

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
99 N07 digital_ok ee Temporal Discontinuties 1.352021 1.110828 -0.599887 -1.541226 -0.051814 0.672502 -0.804600 1.352021 -0.918197

Antenna 99: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 2.491036 -0.203527 1.381788 -0.316147 -0.106521 2.491036 -0.754412 -0.671932 1.856271

Antenna 99: 2459860

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
99 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 99: 2459859

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
99 N07 digital_ok nn Temporal Variability 1.225334 1.120044 -0.551043 -0.179413 0.012670 -0.492769 1.225334 0.153869 -0.695275

Antenna 99: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 5.174788 -0.146734 1.344982 -0.268796 -0.174593 5.174788 -0.779747 -0.670311 1.614080

Antenna 99: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 177.842779 22.523407 20.277550 7.820684 6.625177 177.842779 110.145729 53.612142 53.705569

Antenna 99: 2459856

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
99 N07 digital_ok ee Shape 5.654433 5.654433 -0.486262 -0.736326 -1.158153 0.781245 4.959465 2.261677 -0.884267

Antenna 99: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 3.633878 -0.696349 0.769444 -0.747173 0.879792 3.633878 -1.059659 -1.059372 0.671317

Antenna 99: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 2.763550 -0.702026 0.099793 0.145172 1.344406 2.763550 -0.736700 -0.149688 1.989202

Antenna 99: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok nn Temporal Variability 3.549435 -0.237821 1.655525 0.492830 2.030483 3.549435 0.992806 -1.010351 2.135357

Antenna 99: 2459852

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
99 N07 digital_ok nn Temporal Variability 2.999474 1.843942 1.143475 2.295762 1.756620 0.282749 2.999474 1.224373 1.749672

Antenna 99: 2459850

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
99 N07 digital_ok ee Power 1.623854 1.349560 -0.467276 1.623854 -0.429730 -0.349945 -0.282919 1.362344 -1.375934

Antenna 99: 2459849

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
99 N07 digital_ok nn Temporal Variability 8.808129 2.014102 -0.545650 2.855129 1.231765 -0.852487 8.808129 1.675312 -0.902038

Antenna 99: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok ee Power 9.755684 0.060150 3.979570 1.094960 9.755684 0.124560 3.480754 -0.877284 0.422474

Antenna 99: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
99 N07 digital_ok ee Power 9.383731 0.152924 3.113582 0.338270 9.383731 5.884892 4.909722 -0.974775 0.390582

Antenna 99: 2459846

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
99 N07 digital_ok ee Power 11.736725 5.650740 0.825917 11.736725 0.552707 5.873634 2.634158 1.780851 -0.631871
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