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 = "47"
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 47 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 47, Node N06:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459976 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.319698 13.942114 4.137126 4.323275 9.350754 10.740427 1.012800 0.272216 0.0305 0.0464 0.0112 nan nan
2459975 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.550886 13.915081 4.242852 4.347125 10.547508 12.053241 1.435053 0.788202 0.0298 0.0440 0.0101 nan nan
2459974 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.966203 13.028429 4.701019 4.789944 10.575679 12.063467 1.814110 0.210512 0.0298 0.0450 0.0109 nan nan
2459973 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.174335 13.175955 4.471354 4.746877 7.551464 8.338256 0.165923 -0.678801 0.0306 0.0497 0.0132 nan nan
2459972 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.505629 12.494029 4.300957 4.269134 12.047928 14.588117 2.605727 1.934860 0.0321 0.0457 0.0111 nan nan
2459971 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.317832 12.384023 4.055615 4.110150 11.298991 13.146656 0.446935 -0.486498 0.0321 0.0476 0.0114 nan nan
2459970 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.349667 13.612829 4.273159 4.421618 10.607705 12.326348 1.269637 0.623712 0.0298 0.0457 0.0112 nan nan
2459969 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.914998 13.963466 4.306939 4.445828 9.854766 11.271327 0.043474 -0.719536 0.0304 0.0503 0.0137 nan nan
2459968 not_connected 100.00% 100.00% 100.00% 0.00% - - 6.620129 6.421264 4.856142 5.159120 14.537171 17.114001 6.145523 6.013172 0.0305 0.0544 0.0168 nan nan
2459967 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.271772 13.319136 4.496807 4.442931 11.798449 14.037570 0.680121 -0.039578 0.0301 0.0479 0.0122 nan nan
2459966 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.193377 14.476220 4.079714 4.215442 11.737828 13.977542 1.091152 -0.091159 0.0295 0.0468 0.0120 nan nan
2459965 not_connected 100.00% 100.00% 97.41% 0.00% - - 11.073924 13.593037 3.935112 4.087675 8.607220 9.581677 2.617555 3.103900 0.0293 0.0555 0.0180 nan nan
2459964 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.721805 12.726522 4.359525 4.404400 9.684278 11.481972 6.098695 6.105706 0.0312 0.0515 0.0139 nan nan
2459963 not_connected 100.00% 100.00% 99.30% 0.00% - - 12.143832 13.133708 5.408593 5.361080 3.104945 3.487397 3.147838 3.397296 0.0308 0.0739 0.0294 nan nan
2459962 not_connected 100.00% 100.00% 99.46% 0.00% - - 12.066029 13.848126 5.056065 4.887642 8.199954 10.181620 2.488072 2.367589 0.0311 0.0560 0.0180 nan nan
2459961 not_connected 100.00% 100.00% 98.38% 0.00% - - 10.662498 11.824045 4.443458 4.667877 12.399321 13.690322 5.547471 6.102815 0.0309 0.0559 0.0183 nan nan
2459960 not_connected 100.00% 100.00% 96.76% 0.00% - - 11.980358 14.318276 4.028728 4.143034 10.350602 11.908638 3.127674 3.130672 0.0309 0.0659 0.0210 nan nan
2459959 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.001051 14.302651 4.368454 4.511819 9.305718 10.578391 0.109626 0.195295 0.0309 0.0490 0.0134 nan nan
2459958 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.741810 13.740343 3.664406 3.755244 9.824763 10.878194 1.284271 1.117293 0.0312 0.0451 0.0100 nan nan
2459957 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.660700 12.527253 3.828326 3.865176 11.403749 13.109545 1.325698 0.516095 0.0294 0.0470 0.0122 nan nan
2459956 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.591033 12.902431 3.928660 4.108373 10.578171 10.819203 7.384595 6.441389 0.0292 0.0450 0.0114 nan nan
2459955 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.017096 11.281635 3.551487 3.572017 10.257737 11.631008 0.599883 -0.064409 0.0293 0.0430 0.0098 nan nan
2459954 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.130786 12.789982 3.712779 3.855917 10.172729 11.770014 0.697538 -0.157818 0.0292 0.0418 0.0090 nan nan
2459953 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.784851 12.326985 4.025445 4.114035 11.306633 12.655455 0.192639 -0.487809 0.0311 0.0459 0.0106 nan nan
2459952 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.972098 13.679960 4.263050 4.466933 8.535015 9.736216 3.488168 2.469516 0.0309 0.0473 0.0118 nan nan
2459951 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.962217 11.184112 4.728754 4.762694 7.760463 8.634629 1.290732 0.061375 0.0309 0.0529 0.0154 nan nan
2459950 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.043172 13.282836 4.990204 4.970539 9.998292 11.743062 0.568041 -0.544262 0.0300 0.0454 0.0111 nan nan
2459949 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.132384 13.420411 4.858892 4.919669 8.641363 9.702237 1.195224 0.240068 0.0299 0.0500 0.0137 nan nan
2459948 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.265363 12.916096 5.507150 5.756832 8.078075 8.397225 2.545019 3.494968 0.0314 0.0592 0.0189 nan nan
2459947 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.509043 12.846789 4.027401 4.104495 7.593913 8.829507 6.265910 2.805350 0.0307 0.0540 0.0158 nan nan
2459946 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.676108 12.089205 3.322610 3.690992 10.740714 11.819811 2.060270 0.795697 0.0310 0.0471 0.0112 nan nan
2459945 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.362623 11.578138 3.461507 3.710983 8.742966 9.105296 1.199887 0.068625 0.0304 0.0525 0.0146 nan nan
2459944 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.094019 11.355758 3.672544 3.883564 8.007835 8.362064 0.592713 0.250909 0.0315 0.0492 0.0122 nan nan
2459943 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.255449 10.343170 3.863135 4.048238 6.831104 7.000883 -0.026207 -0.444333 0.0307 0.0517 0.0140 nan nan
2459942 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.762512 13.031441 3.886107 4.034832 8.856287 9.341734 1.959365 0.810362 0.0306 0.0547 0.0160 nan nan
2459941 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.111150 12.554290 3.338806 3.685024 8.390759 9.356824 0.343686 -0.188255 0.0304 0.0472 0.0115 nan nan
2459940 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.783521 12.132127 3.398741 3.764651 7.909779 8.803752 1.564049 0.697653 0.0308 0.0496 0.0128 nan nan
2459939 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.747773 11.936266 3.497478 3.724389 7.206487 7.814928 1.251901 0.205372 0.0310 0.0496 0.0126 nan nan
2459938 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.280807 11.327754 3.904749 4.072225 6.552586 7.179678 1.245741 0.487860 0.0305 0.0533 0.0155 nan nan
2459937 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.047981 12.419602 3.790025 3.920194 7.465840 7.883839 3.740145 4.088245 0.0310 0.0563 0.0167 nan nan
2459936 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.338102 11.883244 4.661616 4.499254 8.717507 9.348124 6.779510 6.323395 0.0312 0.0535 0.0150 nan nan
2459935 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.769706 12.253595 3.131200 3.535593 8.945638 9.494475 1.912990 0.832633 0.0286 0.0459 0.0111 nan nan
2459934 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.895282 15.145668 3.571555 3.785475 8.708016 8.698649 2.122205 1.148027 0.0300 0.0500 0.0122 nan nan
2459933 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.482119 12.409121 3.755176 3.902454 8.507092 8.326420 1.133134 0.060901 0.0298 0.0537 0.0147 nan nan
2459932 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.461271 15.613967 4.079764 4.473859 3.985883 3.340722 4.490620 2.534764 0.0302 0.0555 0.0151 nan nan
2459931 not_connected 100.00% 100.00% 99.03% 0.00% - - 12.842152 14.199988 4.149892 4.244695 6.703577 7.388633 1.043273 0.139160 0.0305 0.0594 0.0177 nan nan
2459930 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.945425 12.040400 3.480793 3.858170 6.479790 7.001349 1.334163 0.036447 0.0301 0.0505 0.0129 nan nan
2459929 not_connected 100.00% 100.00% 99.73% 0.00% - - 6.877220 10.309774 5.491162 5.470145 1.578574 1.750106 1.785149 1.300924 0.0299 0.0716 0.0292 nan nan
2459928 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.425289 11.351604 4.022830 4.114881 8.735036 9.038126 1.307693 0.179534 0.0299 0.0491 0.0134 nan nan
2459927 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.536173 13.299689 4.338204 4.594252 3.165129 1.202125 1.586170 0.666226 0.0309 0.0658 0.0234 nan nan
2459926 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.152996 13.308505 3.818228 3.870506 1.049456 1.374333 0.787906 0.974005 0.0298 0.0635 0.0227 nan nan
2459925 not_connected 100.00% 100.00% 0.00% 0.00% - - 7.912379 0.028284 5.109183 -2.116375 4.841845 -1.086606 3.134565 -1.604623 0.0402 0.7160 0.5137 nan nan
2459924 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.394084 2.664144 4.537046 -1.964062 7.023991 -1.121343 1.761637 1.124353 0.0381 0.6478 0.4976 nan nan
2459923 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.808580 2.176241 4.190357 -1.860360 5.917089 -1.268502 2.466522 -1.753051 0.0408 0.6883 0.5172 nan nan
2459922 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.178564 0.776754 2.710623 -0.930176 9.917959 0.379519 0.816759 1.418608 0.0393 0.6477 0.4964 nan nan
2459921 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.491505 0.816733 2.947433 -1.417761 7.052535 -1.379233 1.573176 2.933240 0.0397 0.6458 0.4928 nan nan
2459919 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.127654 1.149082 3.622730 -1.137524 9.128495 -1.195641 1.486979 4.086279 0.0407 0.6391 0.4979 nan nan
2459918 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.594160 1.256041 3.616192 -1.047927 6.971467 -1.068794 2.439093 3.289777 0.0392 0.6557 0.5091 nan nan
2459917 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.838191 1.822454 3.510679 -1.352396 4.988435 -0.447728 1.358261 6.320751 0.0374 0.6778 0.5451 nan nan
2459916 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.013958 1.258201 3.829990 -1.310572 7.381528 -1.153845 2.041138 7.106163 0.0400 0.6493 0.5060 nan nan
2459915 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.669274 1.191744 4.391092 -1.211468 7.935533 -0.202718 4.474308 1.119537 0.0473 0.6820 0.5104 nan nan
2459914 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.577431 2.517301 4.496252 -1.173274 8.650569 -0.612482 6.833921 -0.682578 0.0414 0.7035 0.5218 nan nan
2459913 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.552715 1.383724 3.663949 -1.176864 9.027921 0.053930 5.745796 2.329155 0.0390 0.6526 0.5102 nan nan
2459912 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.647685 1.138292 3.209104 -1.537238 8.731404 -1.690886 1.138110 5.471725 0.0402 0.6524 0.4981 nan nan
2459911 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.182383 1.099006 3.592706 -1.367873 8.625416 -1.350529 2.333994 5.471354 0.0388 0.6492 0.5037 nan nan
2459910 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.454895 1.097365 3.615625 -1.376624 8.767956 -1.639375 0.724522 7.267697 0.0381 0.6521 0.5039 nan nan
2459909 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.023401 0.795569 3.499346 -1.573479 7.504809 -1.712222 0.803654 3.329326 0.0371 0.6505 0.5041 nan nan
2459908 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.674117 0.918381 3.421770 -1.463965 6.368773 -1.622847 0.945315 5.182129 0.0386 0.6596 0.5068 nan nan
2459907 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.639002 0.346740 3.648254 -1.608696 6.883042 -1.641111 1.060788 3.254815 0.0423 0.6592 0.5007 nan nan
2459906 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.484710 0.627981 3.747951 -1.133049 7.931079 -1.289072 1.131120 3.271366 0.0378 0.6483 0.4923 nan nan
2459905 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.005964 0.324855 3.679370 -1.192366 12.360524 -2.211221 1.082527 3.916702 0.0360 0.6462 0.4451 nan nan
2459904 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.571687 1.235454 4.048398 -1.084819 8.981779 -1.497319 2.257635 4.299825 0.0370 0.6418 0.4419 nan nan
2459903 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.306871 1.329254 4.097167 -1.291500 7.213419 -0.901234 2.870479 4.042683 0.0372 0.6502 0.4519 nan nan
2459902 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.890629 0.242634 4.291690 -1.047810 7.793394 -1.379011 1.307613 3.478717 0.0404 0.6551 0.4514 nan nan
2459901 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.054400 1.100931 3.791377 -1.539653 7.141122 -0.967622 1.660812 7.651282 0.0422 0.6427 0.4368 nan nan
2459900 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.785763 1.664595 4.114865 -1.637239 9.059525 -1.335062 0.769389 4.257382 0.0386 0.6014 0.4346 nan nan
2459898 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.560206 1.650330 3.700995 -1.611291 8.245255 -1.215317 2.111198 4.152888 0.0383 0.6506 0.4911 nan nan
2459897 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.317965 1.716096 3.662683 -1.435466 9.443581 -1.209003 1.461359 6.012936 0.0369 0.6486 0.4104 nan nan
2459896 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.735503 1.414507 3.961725 -1.457223 9.924054 -1.306597 0.993111 5.052515 0.0375 0.6584 0.4115 nan nan
2459895 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.262705 2.215990 5.113786 -1.209941 10.195454 -2.365574 5.992977 -1.741069 0.0385 0.7329 0.4079 nan nan
2459894 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.283944 2.086619 3.214374 -1.357532 9.795254 -1.872313 1.978876 4.333441 0.0395 0.6585 0.4162 nan nan
2459893 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.488067 1.892356 3.624090 -1.586743 8.151015 -1.051139 2.332286 6.083598 0.0384 0.6601 0.4551 nan nan
2459892 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.534299 1.924927 4.308804 -1.798817 6.627866 0.983081 1.453162 2.442619 0.0418 0.6614 0.4726 nan nan
2459891 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.139212 1.903692 4.092732 -1.497828 8.508112 -1.630761 1.409039 3.036935 0.0378 0.6527 0.4731 nan nan
2459890 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.761419 1.877688 5.086246 -1.526302 8.172407 -1.948728 0.506994 2.693931 0.0372 0.6484 0.4790 nan nan
2459889 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.078255 2.377437 3.791846 -1.581895 11.086077 -0.186905 2.668936 4.293250 0.0400 0.6528 0.4755 nan nan
2459888 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.951054 1.699045 4.914978 -1.477483 9.863013 -1.478194 2.090918 1.411732 0.0393 0.6732 0.4885 nan nan
2459887 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.695452 1.840795 5.076218 -2.269014 7.417801 -1.612776 1.261555 2.667164 0.0395 0.6544 0.4830 nan nan
2459886 not_connected 100.00% 100.00% 0.00% 0.00% - - 16.614563 2.328009 4.565448 -1.374810 6.459577 -1.745173 2.648730 -1.203891 0.0434 0.7121 0.5040 nan nan
2459885 not_connected 100.00% 100.00% 0.00% 0.00% - - 20.313189 4.064338 24.972435 14.226598 14.199475 3.630740 17.219371 5.168880 0.0383 0.6919 0.4619 nan nan
2459884 not_connected 100.00% 100.00% 100.00% 0.00% - - 254.752835 254.604381 inf inf 5837.583038 5824.293283 5526.437743 5455.804965 nan nan nan nan nan
2459883 not_connected 100.00% 100.00% 0.00% 0.00% - - 15.903224 3.924818 23.127733 12.465893 7.898196 1.516048 5.416112 17.221430 0.0384 0.6604 0.4772 nan nan
2459882 not_connected 100.00% 100.00% 0.00% 0.00% - - 26.154194 6.252304 24.603237 14.366340 11.160181 1.638022 1.833028 7.456115 0.0403 0.6594 0.4808 nan nan
2459881 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.753135 3.038567 28.571922 16.889617 22.000392 3.306876 6.387422 10.278247 0.0389 0.7090 0.5120 nan nan
2459880 not_connected 100.00% 100.00% 0.00% 0.00% - - 17.979875 3.772170 24.213271 13.340641 6.757178 1.405404 1.464986 4.689494 0.0370 0.6588 0.4991 nan nan
2459879 not_connected 100.00% 100.00% 100.00% 0.00% - - 183.426572 183.497601 inf inf 3116.429311 3106.960764 8461.470174 8398.200235 nan nan nan nan nan
2459878 not_connected 100.00% 100.00% 0.00% 0.00% - - 16.154828 3.307874 29.389151 16.451869 11.581424 2.633788 6.148447 16.591591 0.0400 0.6637 0.4310 nan nan
2459876 not_connected 100.00% 100.00% 0.00% 0.00% - - 18.319964 3.706175 21.154025 11.016265 29.811349 6.403537 4.715281 4.941011 0.0406 0.6598 0.5011 nan nan
2459875 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459874 not_connected 100.00% 100.00% 0.00% 0.00% - - 27.365041 5.487032 13.941955 7.676387 18.263340 3.933252 3.424493 4.848276 0.0393 0.6559 0.5012 nan nan
2459873 not_connected 100.00% 100.00% 0.00% 0.00% - - 20.577976 5.040093 17.566118 10.485826 7.308510 1.056907 1.228534 2.136299 0.0409 0.6462 0.5381 nan nan
2459872 not_connected 100.00% 100.00% 0.00% 0.00% - - 17.940188 4.170154 22.090979 14.624336 20.183266 4.813185 1.936363 3.268872 0.0367 0.6570 0.4788 nan nan
2459871 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.406012 3.318974 25.066140 14.831560 18.119974 4.074885 1.036134 1.533930 0.0380 0.6542 0.4835 nan nan
2459870 not_connected 100.00% 100.00% 0.00% 0.00% - - 24.489233 5.796396 19.279152 10.247774 10.799510 2.388707 2.835411 5.527917 0.0383 0.6581 0.5363 nan nan
2459869 not_connected 100.00% 100.00% 0.00% 0.00% - - 20.422495 4.106188 19.636209 9.869993 15.869224 2.951387 5.433947 3.470719 0.0400 0.6783 0.5577 nan nan
2459868 not_connected 100.00% 100.00% 0.00% 0.00% - - 22.192855 6.012976 28.505254 16.673891 10.858139 2.596095 3.019204 6.733639 0.0387 0.6515 0.5367 nan nan
2459867 not_connected 100.00% 100.00% 0.00% 0.00% - - 15.694963 3.890295 22.059793 13.066495 5.813030 0.981070 2.112227 3.988954 0.0399 0.6536 0.5506 nan nan
2459866 not_connected 100.00% 100.00% 0.00% 0.00% - - 17.934979 4.480925 21.197769 11.877511 6.477883 0.316871 0.510573 1.472978 0.0419 0.6594 0.5333 nan nan
2459865 not_connected 100.00% 100.00% 0.00% 0.00% - - 19.759527 6.505795 23.779118 15.940248 15.771018 3.803390 14.743785 4.757614 0.0363 0.6820 0.5143 nan nan
2459864 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459863 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.789445 2.735109 2.467944 -1.110186 3.015902 -1.227730 1.395724 3.917943 0.0381 0.6436 0.5395 nan nan
2459862 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.666940 3.031456 8.237196 10.353668 12.484496 2.513948 1.100137 2.382062 0.0408 0.6784 0.5260 nan nan
2459861 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.334471 0.888465 2.713514 -2.392302 2.560198 0.277926 0.951263 2.472570 0.0375 0.6619 0.5116 nan nan
2459860 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.223339 1.341833 7.929795 7.334879 14.699365 0.099211 1.249769 2.730437 0.0374 0.6550 0.5596 nan nan
2459859 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.185788 0.655266 3.162204 -2.524874 2.249309 1.619609 0.340226 3.360804 0.0390 0.6592 0.5484 nan nan
2459858 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.940333 0.603875 3.179017 -2.931404 2.322565 5.104108 0.900495 2.798109 0.0382 0.6652 0.5519 1.184592 2.652424
2459857 not_connected 100.00% 100.00% 0.00% 0.00% - - 5.609761 17.705637 0.586239 12.290706 0.470869 167.394298 3.106941 38.801293 0.0342 0.6834 0.3051 nan nan
2459856 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.596658 2.566005 7.788292 5.743346 6.684792 7.911041 1.520446 3.844413 0.0401 0.6743 0.5691 1.238560 2.717881
2459855 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.553398 3.970514 7.246546 7.168967 2.664620 8.425401 0.382628 4.219366 0.0398 0.6823 0.5753 1.179651 3.043180
2459854 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.610956 3.204670 5.173891 6.168478 3.763670 8.607128 1.502917 3.612005 0.0377 0.7182 0.5907 1.225991 2.856706
2459853 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 291.668882 291.397730 inf inf 4733.846888 4718.073706 12150.459954 12037.910699 nan nan nan 0.000000 0.000000
2459852 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.258945 4.158662 8.621421 9.431998 15.638846 3.425084 16.688579 7.750272 0.0348 0.8138 0.6611 1.173626 4.943352
2459851 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.508237 4.719103 7.944133 9.389582 21.493981 10.551269 12.022489 10.409132 0.0585 0.7217 0.5220 0.887513 2.319757
2459850 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 13.980500 3.342715 6.904860 7.568421 10.321477 6.386138 4.838039 7.224711 0.0370 0.7313 0.5836 1.194079 2.714417
2459849 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.201161 2.753189 15.244422 14.007147 7.116578 11.302994 1.994716 7.348898 0.0369 0.7185 0.5696 1.112705 2.787633
2459848 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.858054 2.812112 8.068598 11.983405 14.321781 5.055543 0.742712 2.793425 0.0375 0.7298 0.5796 1.072453 2.468552
2459847 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.027408 2.930604 7.266702 12.254557 21.749256 5.954768 -0.239258 2.280860 0.0341 0.6632 0.5288 0.848513 2.078727
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.972810 5.354090 9.014502 9.930665 5.248274 2.665419 3.201899 1.934676 0.8315 0.6633 0.5084 5.078319 3.125179
2459845 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.880047 3.683946 15.720460 14.078483 4.023316 14.316240 2.343624 3.632231 0.7266 0.7342 0.3702 0.000000 0.000000
2459844 not_connected 100.00% 0.00% 0.00% 0.00% - - 41.350296 44.155135 130.595854 133.108958 227.980728 212.049791 27.580018 33.910209 0.8820 0.6323 0.5721 nan nan
2459843 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.374157 4.716411 15.815780 14.570690 66.429853 80.465860 -2.044887 0.842556 0.7474 0.7535 0.3951 5.092102 5.252259
2459842 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.353274 -0.242994 3.400122 -2.088347 -0.066149 -1.857881 0.516390 -0.149113 0.0516 0.6478 0.4880 1.231340 3.118127
2459841 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.580465 42.339112 33.828586 107.459002 61.537216 269.809453 28.430298 33.496835 0.0435 0.7504 0.3995 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 47: 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
47 N06 not_connected nn Shape 13.942114 13.942114 11.319698 4.323275 4.137126 10.740427 9.350754 0.272216 1.012800

Antenna 47: 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
47 N06 not_connected nn Shape 13.915081 11.550886 13.915081 4.242852 4.347125 10.547508 12.053241 1.435053 0.788202

Antenna 47: 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
47 N06 not_connected nn Shape 13.028429 10.966203 13.028429 4.701019 4.789944 10.575679 12.063467 1.814110 0.210512

Antenna 47: 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
47 N06 not_connected nn Shape 13.175955 11.174335 13.175955 4.471354 4.746877 7.551464 8.338256 0.165923 -0.678801

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 14.588117 10.505629 12.494029 4.300957 4.269134 12.047928 14.588117 2.605727 1.934860

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 13.146656 10.317832 12.384023 4.055615 4.110150 11.298991 13.146656 0.446935 -0.486498

Antenna 47: 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
47 N06 not_connected nn Shape 13.612829 13.612829 11.349667 4.421618 4.273159 12.326348 10.607705 0.623712 1.269637

Antenna 47: 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
47 N06 not_connected nn Shape 13.963466 11.914998 13.963466 4.306939 4.445828 9.854766 11.271327 0.043474 -0.719536

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 17.114001 6.620129 6.421264 4.856142 5.159120 14.537171 17.114001 6.145523 6.013172

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 14.037570 11.271772 13.319136 4.496807 4.442931 11.798449 14.037570 0.680121 -0.039578

Antenna 47: 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
47 N06 not_connected nn Shape 14.476220 14.476220 12.193377 4.215442 4.079714 13.977542 11.737828 -0.091159 1.091152

Antenna 47: 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
47 N06 not_connected nn Shape 13.593037 13.593037 11.073924 4.087675 3.935112 9.581677 8.607220 3.103900 2.617555

Antenna 47: 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
47 N06 not_connected nn Shape 13.848126 13.848126 12.066029 4.887642 5.056065 10.181620 8.199954 2.367589 2.488072

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 13.690322 11.824045 10.662498 4.667877 4.443458 13.690322 12.399321 6.102815 5.547471

Antenna 47: 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
47 N06 not_connected nn Shape 14.318276 14.318276 11.980358 4.143034 4.028728 11.908638 10.350602 3.130672 3.127674

Antenna 47: 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
47 N06 not_connected nn Shape 14.302651 12.001051 14.302651 4.368454 4.511819 9.305718 10.578391 0.109626 0.195295

Antenna 47: 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
47 N06 not_connected nn Shape 13.740343 13.740343 11.741810 3.755244 3.664406 10.878194 9.824763 1.117293 1.284271

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 13.109545 12.527253 10.660700 3.865176 3.828326 13.109545 11.403749 0.516095 1.325698

Antenna 47: 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
47 N06 not_connected nn Shape 12.902431 12.902431 11.591033 4.108373 3.928660 10.819203 10.578171 6.441389 7.384595

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 11.631008 10.017096 11.281635 3.551487 3.572017 10.257737 11.631008 0.599883 -0.064409

Antenna 47: 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
47 N06 not_connected nn Shape 12.789982 12.789982 11.130786 3.855917 3.712779 11.770014 10.172729 -0.157818 0.697538

Antenna 47: 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
47 N06 not_connected nn Temporal Variability 12.655455 12.326985 10.784851 4.114035 4.025445 12.655455 11.306633 -0.487809 0.192639

Antenna 47: 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
47 N06 not_connected nn Shape 13.679960 13.679960 11.972098 4.466933 4.263050 9.736216 8.535015 2.469516 3.488168

Antenna 47: 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
47 N06 not_connected nn Shape 11.184112 11.184112 9.962217 4.762694 4.728754 8.634629 7.760463 0.061375 1.290732

Antenna 47: 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
47 N06 not_connected nn Shape 13.282836 13.282836 12.043172 4.970539 4.990204 11.743062 9.998292 -0.544262 0.568041

Antenna 47: 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
47 N06 not_connected nn Shape 13.420411 12.132384 13.420411 4.858892 4.919669 8.641363 9.702237 1.195224 0.240068

Antenna 47: 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
47 N06 not_connected nn Shape 12.916096 11.265363 12.916096 5.507150 5.756832 8.078075 8.397225 2.545019 3.494968

Antenna 47: 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
47 N06 not_connected nn Shape 12.846789 12.846789 11.509043 4.104495 4.027401 8.829507 7.593913 2.805350 6.265910

Antenna 47: 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
47 N06 not_connected nn Shape 12.089205 12.089205 10.676108 3.690992 3.322610 11.819811 10.740714 0.795697 2.060270

Antenna 47: 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
47 N06 not_connected nn Shape 11.578138 11.578138 10.362623 3.710983 3.461507 9.105296 8.742966 0.068625 1.199887

Antenna 47: 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
47 N06 not_connected nn Shape 11.355758 10.094019 11.355758 3.672544 3.883564 8.007835 8.362064 0.592713 0.250909

Antenna 47: 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
47 N06 not_connected nn Shape 10.343170 10.343170 9.255449 4.048238 3.863135 7.000883 6.831104 -0.444333 -0.026207

Antenna 47: 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
47 N06 not_connected nn Shape 13.031441 13.031441 11.762512 4.034832 3.886107 9.341734 8.856287 0.810362 1.959365

Antenna 47: 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
47 N06 not_connected nn Shape 12.554290 12.554290 11.111150 3.685024 3.338806 9.356824 8.390759 -0.188255 0.343686

Antenna 47: 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
47 N06 not_connected nn Shape 12.132127 12.132127 10.783521 3.764651 3.398741 8.803752 7.909779 0.697653 1.564049

Antenna 47: 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
47 N06 not_connected nn Shape 11.936266 11.936266 10.747773 3.724389 3.497478 7.814928 7.206487 0.205372 1.251901

Antenna 47: 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
47 N06 not_connected nn Shape 11.327754 11.327754 10.280807 4.072225 3.904749 7.179678 6.552586 0.487860 1.245741

Antenna 47: 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
47 N06 not_connected nn Shape 12.419602 11.047981 12.419602 3.790025 3.920194 7.465840 7.883839 3.740145 4.088245

Antenna 47: 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
47 N06 not_connected nn Shape 11.883244 10.338102 11.883244 4.661616 4.499254 8.717507 9.348124 6.779510 6.323395

Antenna 47: 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
47 N06 not_connected nn Shape 12.253595 12.253595 10.769706 3.535593 3.131200 9.494475 8.945638 0.832633 1.912990

Antenna 47: 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
47 N06 not_connected nn Shape 15.145668 13.895282 15.145668 3.571555 3.785475 8.708016 8.698649 2.122205 1.148027

Antenna 47: 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
47 N06 not_connected nn Shape 12.409121 12.409121 11.482119 3.902454 3.755176 8.326420 8.507092 0.060901 1.133134

Antenna 47: 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
47 N06 not_connected nn Shape 15.613967 15.613967 13.461271 4.473859 4.079764 3.340722 3.985883 2.534764 4.490620

Antenna 47: 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
47 N06 not_connected nn Shape 14.199988 12.842152 14.199988 4.149892 4.244695 6.703577 7.388633 1.043273 0.139160

Antenna 47: 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
47 N06 not_connected nn Shape 12.040400 10.945425 12.040400 3.480793 3.858170 6.479790 7.001349 1.334163 0.036447

Antenna 47: 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
47 N06 not_connected nn Shape 10.309774 10.309774 6.877220 5.470145 5.491162 1.750106 1.578574 1.300924 1.785149

Antenna 47: 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
47 N06 not_connected nn Shape 11.351604 11.351604 10.425289 4.114881 4.022830 9.038126 8.735036 0.179534 1.307693

Antenna 47: 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
47 N06 not_connected nn Shape 13.299689 13.299689 11.536173 4.594252 4.338204 1.202125 3.165129 0.666226 1.586170

Antenna 47: 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
47 N06 not_connected nn Shape 13.308505 13.308505 10.152996 3.870506 3.818228 1.374333 1.049456 0.974005 0.787906

Antenna 47: 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
47 N06 not_connected ee Shape 7.912379 7.912379 0.028284 5.109183 -2.116375 4.841845 -1.086606 3.134565 -1.604623

Antenna 47: 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
47 N06 not_connected ee Shape 11.394084 11.394084 2.664144 4.537046 -1.964062 7.023991 -1.121343 1.761637 1.124353

Antenna 47: 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
47 N06 not_connected ee Shape 12.808580 2.176241 12.808580 -1.860360 4.190357 -1.268502 5.917089 -1.753051 2.466522

Antenna 47: 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
47 N06 not_connected ee Shape 11.178564 0.776754 11.178564 -0.930176 2.710623 0.379519 9.917959 1.418608 0.816759

Antenna 47: 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
47 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 47: 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
47 N06 not_connected ee Shape 10.491505 0.816733 10.491505 -1.417761 2.947433 -1.379233 7.052535 2.933240 1.573176

Antenna 47: 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
47 N06 not_connected ee Shape 11.127654 11.127654 1.149082 3.622730 -1.137524 9.128495 -1.195641 1.486979 4.086279

Antenna 47: 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
47 N06 not_connected ee Shape 12.594160 1.256041 12.594160 -1.047927 3.616192 -1.068794 6.971467 3.289777 2.439093

Antenna 47: 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
47 N06 not_connected ee Shape 10.838191 1.822454 10.838191 -1.352396 3.510679 -0.447728 4.988435 6.320751 1.358261

Antenna 47: 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
47 N06 not_connected ee Shape 11.013958 11.013958 1.258201 3.829990 -1.310572 7.381528 -1.153845 2.041138 7.106163

Antenna 47: 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
47 N06 not_connected ee Shape 11.669274 11.669274 1.191744 4.391092 -1.211468 7.935533 -0.202718 4.474308 1.119537

Antenna 47: 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
47 N06 not_connected ee Shape 12.577431 12.577431 2.517301 4.496252 -1.173274 8.650569 -0.612482 6.833921 -0.682578

Antenna 47: 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
47 N06 not_connected ee Shape 12.552715 1.383724 12.552715 -1.176864 3.663949 0.053930 9.027921 2.329155 5.745796

Antenna 47: 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
47 N06 not_connected ee Shape 10.647685 1.138292 10.647685 -1.537238 3.209104 -1.690886 8.731404 5.471725 1.138110

Antenna 47: 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
47 N06 not_connected ee Shape 10.182383 1.099006 10.182383 -1.367873 3.592706 -1.350529 8.625416 5.471354 2.333994

Antenna 47: 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
47 N06 not_connected ee Shape 10.454895 1.097365 10.454895 -1.376624 3.615625 -1.639375 8.767956 7.267697 0.724522

Antenna 47: 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
47 N06 not_connected ee Shape 11.023401 0.795569 11.023401 -1.573479 3.499346 -1.712222 7.504809 3.329326 0.803654

Antenna 47: 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
47 N06 not_connected ee Shape 11.674117 11.674117 0.918381 3.421770 -1.463965 6.368773 -1.622847 0.945315 5.182129

Antenna 47: 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
47 N06 not_connected ee Shape 11.639002 0.346740 11.639002 -1.608696 3.648254 -1.641111 6.883042 3.254815 1.060788

Antenna 47: 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
47 N06 not_connected ee Shape 11.484710 0.627981 11.484710 -1.133049 3.747951 -1.289072 7.931079 3.271366 1.131120

Antenna 47: 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
47 N06 not_connected ee Temporal Variability 12.360524 0.324855 11.005964 -1.192366 3.679370 -2.211221 12.360524 3.916702 1.082527

Antenna 47: 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
47 N06 not_connected ee Shape 10.571687 1.235454 10.571687 -1.084819 4.048398 -1.497319 8.981779 4.299825 2.257635

Antenna 47: 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
47 N06 not_connected ee Shape 11.306871 1.329254 11.306871 -1.291500 4.097167 -0.901234 7.213419 4.042683 2.870479

Antenna 47: 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
47 N06 not_connected ee Shape 12.890629 12.890629 0.242634 4.291690 -1.047810 7.793394 -1.379011 1.307613 3.478717

Antenna 47: 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
47 N06 not_connected ee Shape 13.054400 13.054400 1.100931 3.791377 -1.539653 7.141122 -0.967622 1.660812 7.651282

Antenna 47: 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
47 N06 not_connected ee Shape 11.785763 11.785763 1.664595 4.114865 -1.637239 9.059525 -1.335062 0.769389 4.257382

Antenna 47: 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
47 N06 not_connected ee Shape 10.560206 1.650330 10.560206 -1.611291 3.700995 -1.215317 8.245255 4.152888 2.111198

Antenna 47: 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
47 N06 not_connected ee Shape 10.317965 1.716096 10.317965 -1.435466 3.662683 -1.209003 9.443581 6.012936 1.461359

Antenna 47: 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
47 N06 not_connected ee Shape 10.735503 1.414507 10.735503 -1.457223 3.961725 -1.306597 9.924054 5.052515 0.993111

Antenna 47: 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
47 N06 not_connected ee Shape 13.262705 13.262705 2.215990 5.113786 -1.209941 10.195454 -2.365574 5.992977 -1.741069

Antenna 47: 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
47 N06 not_connected ee Shape 12.283944 2.086619 12.283944 -1.357532 3.214374 -1.872313 9.795254 4.333441 1.978876

Antenna 47: 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
47 N06 not_connected ee Shape 12.488067 12.488067 1.892356 3.624090 -1.586743 8.151015 -1.051139 2.332286 6.083598

Antenna 47: 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
47 N06 not_connected ee Shape 12.534299 1.924927 12.534299 -1.798817 4.308804 0.983081 6.627866 2.442619 1.453162

Antenna 47: 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
47 N06 not_connected ee Shape 11.139212 11.139212 1.903692 4.092732 -1.497828 8.508112 -1.630761 1.409039 3.036935

Antenna 47: 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
47 N06 not_connected ee Shape 11.761419 1.877688 11.761419 -1.526302 5.086246 -1.948728 8.172407 2.693931 0.506994

Antenna 47: 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
47 N06 not_connected ee Shape 13.078255 13.078255 2.377437 3.791846 -1.581895 11.086077 -0.186905 2.668936 4.293250

Antenna 47: 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
47 N06 not_connected ee Shape 10.951054 1.699045 10.951054 -1.477483 4.914978 -1.478194 9.863013 1.411732 2.090918

Antenna 47: 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
47 N06 not_connected ee Shape 11.695452 1.840795 11.695452 -2.269014 5.076218 -1.612776 7.417801 2.667164 1.261555

Antenna 47: 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
47 N06 not_connected ee Shape 16.614563 16.614563 2.328009 4.565448 -1.374810 6.459577 -1.745173 2.648730 -1.203891

Antenna 47: 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
47 N06 not_connected ee Power 24.972435 4.064338 20.313189 14.226598 24.972435 3.630740 14.199475 5.168880 17.219371

Antenna 47: 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
47 N06 not_connected nn Power inf 254.604381 254.752835 inf inf 5824.293283 5837.583038 5455.804965 5526.437743

Antenna 47: 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
47 N06 not_connected ee Power 23.127733 3.924818 15.903224 12.465893 23.127733 1.516048 7.898196 17.221430 5.416112

Antenna 47: 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
47 N06 not_connected ee Shape 26.154194 6.252304 26.154194 14.366340 24.603237 1.638022 11.160181 7.456115 1.833028

Antenna 47: 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
47 N06 not_connected ee Power 28.571922 3.038567 14.753135 16.889617 28.571922 3.306876 22.000392 10.278247 6.387422

Antenna 47: 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
47 N06 not_connected ee Power 24.213271 3.772170 17.979875 13.340641 24.213271 1.405404 6.757178 4.689494 1.464986

Antenna 47: 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
47 N06 not_connected nn Power inf 183.497601 183.426572 inf inf 3106.960764 3116.429311 8398.200235 8461.470174

Antenna 47: 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
47 N06 not_connected ee Power 29.389151 3.307874 16.154828 16.451869 29.389151 2.633788 11.581424 16.591591 6.148447

Antenna 47: 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
47 N06 not_connected ee Temporal Variability 29.811349 18.319964 3.706175 21.154025 11.016265 29.811349 6.403537 4.715281 4.941011

Antenna 47: 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
47 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 47: 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
47 N06 not_connected ee Shape 27.365041 27.365041 5.487032 13.941955 7.676387 18.263340 3.933252 3.424493 4.848276

Antenna 47: 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
47 N06 not_connected ee Shape 20.577976 20.577976 5.040093 17.566118 10.485826 7.308510 1.056907 1.228534 2.136299
In [ ]: