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 = "182"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 182 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 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 248 auto_metrics notebooks in /home/obs/src/H5C_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 182, Node N13:

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)
2459810 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 RF_maintenance 100.00% 0.00% 4.08% 0.00% 100.00% 0.00% 6.843498 8.426426 20.205425 21.086240 24.681677 23.867052 -0.087295 -1.746298 0.8005 0.5080 0.6106 4.699514 4.177464
2459808 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.213338 4.948460 21.663668 10.640829 20.283793 7.324610 0.655686 8.951344 0.7251 0.6713 0.4965 8.946828 7.733396
2459807 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.681526 5.014893 14.610590 6.867580 17.377692 6.252070 3.564871 18.164287 0.7233 0.6724 0.4987 3.734505 3.431617
2459806 RF_maintenance 100.00% 0.00% 19.87% 0.00% 100.00% 0.00% 12.859316 11.881083 23.817331 11.075792 31.980602 149.341938 -3.742803 6.898234 0.7333 0.5495 0.4525 6.576453 6.206559
2459805 RF_maintenance 100.00% 0.00% 29.57% 0.00% 100.00% 0.00% 13.095766 8.082714 19.248395 48.437369 14.163889 56.498868 0.547345 29.732651 0.7136 0.4962 0.5027 5.058062 3.207306
2459804 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.464382 10.929579 18.102931 13.730459 15.661657 28.256013 0.581928 4.919707 0.7115 0.6702 0.4776 4.754438 4.208408
2459803 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 19.392516 30.408051 24.697517 72.716643 16.498766 25.081906 2.551351 13.686396 0.7024 0.0702 0.4556 10.446956 1.764069
2459802 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 15.807899 28.481429 21.667377 51.786536 29.094634 40.236207 -1.006527 6.563913 0.7311 0.0620 0.4847 3.718618 1.491556
2459801 RF_maintenance 100.00% 0.00% 27.42% 0.00% 100.00% 0.00% 15.609132 11.071183 17.862274 43.084177 28.996829 14.840664 2.148705 53.335965 0.7303 0.5474 0.5089 2.601069 1.910032
2459800 RF_maintenance 100.00% 0.00% 3.23% 0.00% 100.00% 0.00% 16.493126 1.341596 16.765035 22.584522 16.506166 128.797751 5.188292 210.092791 0.7101 0.6614 0.4638 5.587402 5.010047
2459799 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.205082 12.928997 21.709355 22.603221 42.193035 43.560699 -1.595077 -1.995902 0.7330 0.6295 0.4317 4.742851 5.561607
2459798 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.868523 1.142873 17.617212 -0.436244 14.183830 0.354105 2.071407 89.317275 0.7071 0.7048 0.4586 4.794938 4.695601
2459797 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.277303 1.739906 16.898747 23.320899 18.566134 19.241942 3.746077 141.167010 0.6959 0.6772 0.4414 4.712504 4.714021
2459796 RF_maintenance 100.00% 0.00% 32.26% 0.00% 100.00% 0.00% 14.805690 11.798106 23.158345 55.606744 16.480595 15.029817 3.373479 38.689637 0.6886 0.5466 0.4541 0.000000 0.000000
2459795 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.413127 15.688883 18.296681 15.317718 18.614723 30.234912 3.170345 27.114077 0.6848 0.6767 0.4285 16.932105 16.611499
2459794 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.983203 16.955287 19.087505 19.501316 22.681488 23.277294 3.137544 4.202707 0.6880 0.6731 0.4351 0.000000 0.000000
2459793 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.548191 13.405052 18.022331 18.494139 23.397098 24.251190 0.359731 0.830946 0.6689 0.6571 0.4331 5.452691 5.660005
2459792 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.274016 1.962257 21.783168 0.024296 28.286008 13.388128 -1.536466 72.742205 0.7343 0.6436 0.4219 5.097354 4.751358
2459791 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.465879 2.431338 24.450309 12.036095 22.632954 2.893888 -0.351357 39.009592 0.6564 0.6610 0.4120 5.988523 6.523635
2459790 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459789 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 20.044771 13.988432 24.056374 18.504750 35.188399 24.604742 1.157746 112.360287 0.6338 0.6360 0.4060 6.569772 7.535569
2459788 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.125244 10.422023 25.072140 17.942069 37.580047 40.521319 -0.480332 81.400707 0.6192 0.6259 0.3883 15.840659 19.828322
2459787 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.691049 10.325427 20.762341 15.635046 24.256360 17.598502 -0.448370 15.691690 0.6023 0.6010 0.3813 7.621269 9.798491
2459786 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.825397 12.077088 25.848168 19.487703 37.778860 25.668871 -0.553388 12.200350 0.6013 0.6045 0.3639 12.561511 20.213917
2459785 RF_maintenance 100.00% 0.00% 3.87% 0.00% 100.00% 0.00% 9.957232 1.479021 36.754398 4.872514 31.557921 98.674439 -1.441704 21.590904 0.7364 0.6139 0.4203 6.220500 5.389555
2459784 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.462839 11.795811 28.309146 24.633573 36.019841 42.766133 -1.057699 4.678154 0.5804 0.5795 0.3507 5.973390 9.346859
2459783 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.270199 11.269420 8.132825 7.037500 16.949145 13.616340 -1.120293 10.669705 0.5581 0.5494 0.3368 4.174062 4.641076
2459782 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459781 RF_maintenance 100.00% 0.00% 6.52% 0.00% 100.00% 0.00% 1.463688 -0.615913 0.594022 -1.175374 -1.167986 7.799806 -1.923505 24.226684 0.7245 0.6285 0.3773 4.516739 3.824908
2459778 RF_maintenance 100.00% 0.00% 15.04% 0.00% 100.00% 0.00% 7.567531 5.367529 6.177408 0.909002 15.545814 73.715789 -3.301856 13.778142 0.7108 0.5825 0.4104 3.996587 3.683420
2459776 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459774 RF_maintenance - 0.00% 44.13% 0.00% - - nan nan nan nan nan nan nan nan 0.7245 0.4052 0.4111 nan nan
2459773 RF_maintenance 100.00% 40.32% 48.39% 0.00% 100.00% 0.00% 3.409661 4.108717 7.991482 8.424276 9.321715 23.399088 -2.743660 5.305050 0.4027 0.3977 0.2418 7.245047 7.832152
2459772 RF_maintenance 0.00% 10.75% 26.88% 0.00% 100.00% 0.00% 1.076442 1.341416 1.598918 1.777013 0.996523 0.965068 -2.146558 -2.484448 0.4192 0.4143 0.2336 3.495251 3.312827
2459771 RF_maintenance 0.00% 17.19% 18.26% 0.00% 100.00% 0.00% 1.046264 1.177608 1.445387 1.717740 0.801918 0.823368 -1.634213 -1.561343 0.6278 0.5160 0.3851 4.296431 3.898100
2459770 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.577688 11.532788 6.169067 51.260872 6.508901 2.379873 -2.421094 33.875190 0.0680 0.0734 0.0118 1.284406 1.272069
2459769 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.105743 7.825575 8.064587 59.349510 8.410318 13.328716 -2.237820 63.865381 0.0640 0.0610 0.0061 1.230001 1.226155
2459768 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459767 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.285359 1.793135 1.723218 2.068152 1.005790 1.248121 -2.223741 -2.623114 0.0727 0.0764 0.0096 1.253220 1.241579
2459766 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.937374 1.492470 1.310498 1.707134 0.748875 0.956802 -1.859837 -2.219534 0.0664 0.0687 0.0079 1.278274 1.268448
2459765 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.715030 5.501293 10.635279 51.087733 8.625248 298.972557 -3.555639 151.211041 0.0667 0.0507 0.0061 1.227504 1.235071
2459764 RF_maintenance - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.603520 8.923714 3.862314 8.145834 4.627796 383.849254 3.271791 236.948983 0.0780 0.0703 0.0288 1.317257 1.291472
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.903018 5.416092 8.747597 9.661635 16.689945 13.755663 -5.516735 -5.511508 0.0736 0.0756 0.0094 1.284363 1.267981
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459758 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.048497 2.291368 3.622356 3.699437 2.373116 1.743617 -2.594420 -2.558859 0.5488 0.5251 0.3614 3.114008 3.167506
2459757 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.167564 1.819679 2.932452 3.366115 2.338381 2.359659 -2.065695 -2.007327 0.7203 0.6023 0.4233 5.402845 3.272066
2459755 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.927810 2.438199 2.646594 2.971028 3.447675 3.198636 -2.258837 -2.523176 0.5735 0.5515 0.3657 0.000000 0.000000
2459754 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.479170 1.552138 2.390645 2.467847 2.763425 1.816107 -2.707461 -2.575246 0.5882 0.5666 0.3776 4.078977 4.064694
2459753 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.999768 2.223608 3.002560 3.270620 2.750619 2.434579 -2.464292 -2.875071 0.5963 0.5817 0.3784 4.064430 4.858213
2459752 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.831081 4.574659 10.095605 11.806923 9.763100 8.796400 -2.257487 -2.769198 0.6138 0.6088 0.3758 0.000000 0.000000
2459750 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.607025 5.041383 9.214221 32.958941 12.328407 84.204617 -1.740879 82.880930 0.7218 0.6244 0.4196 6.884813 7.715318
2459749 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.929652 2.282581 2.530723 2.901721 1.774660 1.210173 -1.348679 -1.661545 0.6458 0.6474 0.3863 3.879543 4.406141
2459748 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.375446 3.537377 4.996486 33.866077 4.324526 2.233663 -2.531770 62.408165 0.6321 0.6012 0.3947 3.358484 3.908381
2459747 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 22.420407 24.450366 31.595389 18.296904 22.528806 55.432955 3.967787 197.813397 0.6290 0.6383 0.4146 nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.676688 2.108464 2.035321 2.219983 1.561143 1.891871 -1.629628 -1.561750 0.6613 0.6622 0.3993 5.447707 6.812043
2459744 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 24.217755 25.237857 32.535755 33.067243 6.521675 74.726374 26.419944 89.853220 0.6381 0.6430 0.4384 nan nan
2459743 RF_maintenance 100.00% 0.00% 3.79% 0.00% 100.00% 0.00% 4.489852 8.706778 13.582993 97.294247 13.768272 58.745417 -1.880398 44.985833 0.7131 0.5808 0.4144 5.046061 4.392786
2459742 RF_maintenance 100.00% 0.00% 13.98% 0.00% - - 25.140916 24.260003 44.546223 4.957699 30.550719 48.572751 2.364157 69.044364 0.6388 0.4900 0.4652 nan nan
2459741 RF_maintenance 100.00% 0.00% 8.60% 0.00% - - 45.794403 49.024704 57.114418 6.723858 45.325080 147.003500 3.802329 152.797250 0.6407 0.5080 0.4595 nan nan
2459740 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 26.911203 29.233714 60.365192 5.835846 21.483748 72.714311 11.155572 163.427749 0.6396 0.5732 0.4408 nan nan
2459738 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.720329 3.053505 12.991173 14.511285 14.617599 22.066738 3.162123 33.078577 0.6814 0.7036 0.4243 3.850597 5.062679
2459736 RF_maintenance 100.00% 0.00% 4.87% 0.00% 100.00% 0.00% 1.897265 5.793072 3.234348 31.841402 2.963204 5.622911 -0.646317 50.499658 0.6986 0.5484 0.4429 2.934188 2.575444
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459733 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 21.087018 21.282431 32.079790 3.035838 9.246001 20.951851 -3.411171 88.503003 0.6437 0.5210 0.4683 nan nan
2459732 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 27.101307 27.017523 34.686501 3.608320 14.547409 34.218994 -1.241374 114.763597 0.6521 0.5332 0.4563 nan nan
2459731 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.476635 12.580260 10.063340 72.621648 15.835261 14.387825 -2.477222 45.080648 0.6855 0.5602 0.4409 4.157963 3.001106
2459730 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.784214 22.675284 32.138696 3.385306 12.654368 40.565760 3.491975 171.134250 0.6530 0.5239 0.4409 nan nan
2459728 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 19.872828 22.508032 33.402666 16.372101 26.778176 72.764361 -0.293934 66.233305 0.6601 0.6725 0.4223 nan nan
2459726 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 14.733116 15.915471 24.882224 17.971331 28.187233 77.112058 -2.393912 74.861394 0.6502 0.6674 0.4516 nan nan
2459724 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.267650 22.285052 30.363539 28.005571 23.731137 65.499931 -3.450395 84.118277 0.5192 0.5347 0.3573 nan nan
2459723 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 16.734038 17.358478 28.316305 26.149854 43.035079 144.100437 -1.500960 20.894271 0.7000 0.6516 0.4497 nan nan
2459722 RF_maintenance 100.00% 0.00% 2.16% 0.00% 100.00% 0.00% 4.570525 5.573582 9.800719 7.694050 10.160726 45.948699 -3.007356 8.955030 0.6937 0.6076 0.4332 4.091864 3.895308
2459720 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.065996 15.475729 29.517296 30.756723 52.246630 50.849490 1.618666 0.585011 0.6415 0.6502 0.4029 nan nan
2459719 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 16.606886 17.302943 25.467145 26.460561 56.876096 54.403653 -1.094589 -0.929661 0.6380 0.6456 0.4144 nan nan
2459718 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.543107 20.159639 33.395665 32.129129 26.702719 39.155265 2.600790 68.525238 0.5822 0.6061 0.4081 nan nan
2459717 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.202333 20.314878 25.965449 20.571531 25.446278 245.464311 0.389276 61.130026 0.6275 0.6451 0.4018 nan nan
2459716 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.410336 17.845429 25.348258 24.033656 34.659891 61.932056 2.756332 24.930447 0.6031 0.6429 0.4080 nan nan
2459715 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.953183 1.640861 10.532672 6.376738 12.543627 5.474992 -3.190713 -0.891070 0.6738 0.6225 0.4365 3.560230 4.213558
2459713 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 20.151077 13.720423 30.195002 6.253089 20.425524 4.286774 4.570928 13.391307 0.5928 0.0664 0.2840 nan nan
2459712 RF_maintenance 100.00% 0.00% 94.09% 0.00% 100.00% 0.00% 4.240017 24.756046 10.680561 158.715936 9.479848 81.214413 -1.472330 203.366936 0.5656 0.1634 0.3920 3.332122 2.369305
2459711 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 5.038927 3.630788 15.665588 2.059241 1.033976 6.031731 0.223326 22.652900 0.5023 0.2168 0.3502 nan nan
2459710 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.093051 5.528221 19.356412 0.797288 17.811984 41.774919 3.650119 103.697815 0.5892 0.4910 0.3662 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.535624 2.257737 11.274224 -0.761008 12.655651 78.175778 -3.968561 53.112851 0.6740 0.5946 0.4218 0.000000 0.000000
2459707 RF_maintenance 100.00% 0.00% 3.04% 0.00% 100.00% 0.00% 1.140610 1.173968 -0.670414 -0.830273 -0.490957 6.568787 -2.478559 1.000897 0.6947 0.6456 0.3558 0.000000 0.000000
2459706 RF_maintenance 100.00% 2.71% 56.28% 0.00% - - 4.653177 4.782026 17.109451 7.191881 28.039511 445.490008 -1.438143 30.625344 0.6514 0.3751 0.4601 nan nan
2459705 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 17.556235 19.736353 39.573255 34.266325 11.720147 26.706380 7.204742 95.672989 0.6044 0.6454 0.3706 nan nan
2459703 RF_maintenance 100.00% 89.25% 100.00% 0.00% - - 15.307345 12.955370 50.172873 6.919899 10.502407 99.969252 -5.461878 54.946411 0.2163 0.1043 0.1232 nan nan
2459702 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.138640 1.909052 10.933590 10.303827 2.820355 23.801763 -3.202279 62.157806 0.6156 0.6419 0.3417 6.502359 8.563549
2459701 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.423867 1.521038 5.116972 4.788387 2.228306 98.008277 -2.488399 42.670954 0.6281 0.6550 0.3360 7.797321 12.328709
2459697 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.674491 -0.674491 -0.307154 -0.307154 -0.763975 -0.763975 -0.890074 -0.890074 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.941039 -0.941039 -0.869027 -0.869027 -0.758811 -0.758811 -0.737738 -0.737738 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.318759 -0.318759 -0.341617 -0.341617 -0.369539 -0.369539 -0.327679 -0.327679 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.649302 5.156480 7.146417 8.140741 8.602481 9.370867 -1.974035 -2.152231 0.6493 0.6172 0.4005 4.825934 5.461654
2459693 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.476504 2.249339 11.179405 12.307044 10.231502 7.639814 12.588209 12.666810 0.6901 0.6718 0.2890 6.624464 8.752189
2459692 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.280041 3.131445 4.154694 6.056708 14.540755 3.316213 4.646466 6.266848 0.6730 0.7238 0.2424 4.391285 5.067391
2459691 RF_maintenance 100.00% 0.00% 51.61% 0.00% 100.00% 0.00% 16.401984 14.354951 9.226907 60.383342 4.918021 68.922641 -2.896968 30.636650 0.5164 0.3731 0.3085 4.386024 3.034211
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.826640 4.074458 9.915204 27.941978 6.569643 9.371469 -4.048046 95.244250 0.5483 0.6201 0.3536 3.634958 6.428102
2459689 RF_maintenance 100.00% - - - - - 16.985483 3.623336 5.378284 24.069800 10.402301 3.523204 -2.034804 100.696561 nan nan nan nan nan
2459688 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.046898 3.803933
2459687 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 11.126500 0.472773 7.991762 0.372590 -1.575831 39.354326 -5.882484 31.111655 0.4718 0.5106 0.2667 nan nan
2459686 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.966977 1.924173 5.776620 6.501670 6.557463 69.019714 1.163706 12.576735 0.5321 0.6255 0.3518 3.829007 4.194415
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.056154 1.181333 6.041696 0.168348 27.692204 190.693797 40.590578 15.225757 0.5701 0.6301 0.3545 9.106628 10.225047
2459684 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.448866 6.055161 7.538376 13.579407 5.963398 128.254635 5.567249 60.794999 0.5439 0.6177 0.3467 4.081733 4.070273
2459676 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.236224 2.692620 6.931768 43.147534 7.627489 294.264843 -1.442818 25.666419 0.5423 0.5714 0.3110 -0.000000 -0.000000
2459675 RF_maintenance 100.00% 0.00% 63.09% 0.00% 100.00% 0.00% 16.262623 3.191810 6.975748 15.069644 13.318427 1102.688275 -1.863125 25.650333 0.5589 0.3257 0.3630 5.672586 1.420857
2459674 RF_maintenance 100.00% 0.00% 5.37% 0.00% 100.00% 0.00% 17.769593 3.419099 7.804011 2.843233 7.975797 298.600290 -1.562424 6.158302 0.5675 0.6175 0.3422 5.067810 4.939728
2459673 RF_maintenance 100.00% 0.00% 1.62% 0.00% 100.00% 0.00% 12.035914 3.979138 8.165241 4.257487 11.432123 129.459527 2.138774 11.349483 0.5820 0.6143 0.3591 0.000000 0.000000
2459672 RF_maintenance 100.00% 0.00% 2.68% 0.00% 100.00% 0.00% 4.658692 2.701770 9.904975 1.891056 8.488004 351.950705 9.653437 4.652081 0.6161 0.6025 0.3533 0.000000 0.000000
2459671 RF_maintenance 100.00% 32.97% 2.16% 0.00% 100.00% 0.00% 15.349566 4.759794 7.385516 6.575278 15.024364 126.898940 -2.261982 1.674640 0.5270 0.5762 0.3088 0.000000 0.000000
2459670 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459668 RF_maintenance 100.00% 0.00% 5.95% 0.00% 100.00% 0.00% 6.399732 2.804484 9.616945 10.354407 13.273120 181.586236 12.240323 38.004033 0.6515 0.6318 0.3305 4.829614 5.121080
2459665 RF_maintenance 100.00% 0.00% 17.23% 0.00% 100.00% 0.00% 15.624283 8.068649 8.250535 29.399526 6.875139 152.958507 -2.532448 130.601897 0.5749 0.5426 0.3679 10.727732 11.073514
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459663 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.792959 5.358116 15.532094 8.647562 25.375068 147.526040 0.607638 7.635347 0.5984 0.5956 0.3533 68.496250 86.216894
2459662 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 17.014373 23.698731 54.892390 58.064507 94.824324 40.549294 18.119501 11.924615 0.5353 0.5834 0.3432 nan nan
2459661 RF_maintenance 100.00% 0.00% 6.49% 0.00% 100.00% 0.00% 3.855753 4.905108 13.059429 6.870530 12.539963 93.485005 7.644230 0.538956 0.6635 0.5930 0.3379 6.323371 6.560712
2459660 RF_maintenance 100.00% 0.64% 1.18% 0.00% 100.00% 0.00% 9.659218 1.372937 10.750721 17.487073 15.203338 240.475968 0.980602 15.191727 0.6072 0.5837 0.3072 7.069942 7.416623
2459659 RF_maintenance 100.00% 0.00% 23.23% 0.00% 100.00% 0.00% 4.409836 2.713645 10.123879 2.827425 14.350982 185.221590 -3.236324 38.981572 0.5980 0.5263 0.3611 8.391138 7.452246
2459658 RF_maintenance 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 3.009153 3.351766 8.296802 8.875708 9.562730 11.116211 -3.815610 -3.620802 0.6190 0.6098 0.3519 4.225432 4.333589
2459657 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.253506 3.942093 12.102149 9.316722 13.590624 56.460782 5.135743 2.245635 0.6250 0.6210 0.3471 5.464334 5.478908
2459656 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.424290 2.219096 9.473369 5.221924 13.188876 188.101636 -3.667380 33.154454 0.6138 0.5860 0.3494 5.309241 5.753433
2459655 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 26.492756 29.117918 64.233959 41.560791 19.339238 238.630266 3.192831 114.425278 0.5833 0.5943 0.3400 nan nan
2459653 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.042089 4.791465 8.977563 8.632212 13.376742 46.826202 -1.665862 -0.296559 0.6143 0.6033 0.3502 6.358533 7.180503
2459652 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.354417 5.180256 11.624888 12.159088 12.937697 14.715144 -1.053430 -1.262153 0.6212 0.6193 0.3423 0.745151 0.748308
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459650 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.780689 3.265055 11.253508 10.726061 11.511170 38.140096 11.657443 11.163085 0.7519 0.7317 0.2602 6.391377 8.047398
2459649 RF_maintenance 100.00% 0.00% 3.24% 0.00% 100.00% 0.00% 3.838972 0.939165 10.813355 5.902263 12.717011 162.786113 -1.675530 33.123976 0.6631 0.6081 0.3352 5.261709 4.838965
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 0.00% 81.63% 81.63% 0.00% 100.00% 0.00% 1.005385 1.005385 1.020070 1.020070 -1.529656 -1.529656 -0.966010 -0.966010 0.2084 0.2084 0.0000 202443.078125 202443.078125
2459646 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.990660 3.936454 12.287905 12.114860 12.609881 14.720736 -3.435087 -3.237705 0.6143 0.6136 0.3187 5.729085 6.174963
2459645 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.717796 3.702500 12.515371 12.177486 11.679608 12.828495 6.484832 12.502726 0.6610 0.6822 0.2670 5.780708 7.030271
2459642 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.694755 0.678705 16.097582 3.493691 12.652535 0.997872 -2.157434 21.252224 0.6095 0.6185 0.3260 5.673638 5.630695
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4658 0.4612 0.0025 nan nan
2459640 RF_maintenance 100.00% 0.00% 7.57% 0.00% 100.00% 0.00% 4.124093 2.874069 12.455340 4.832067 12.121789 96.079027 -0.949419 8.893503 0.5980 0.5780 0.3347 5.704375 6.914616
2459639 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.307695 3.092847 11.708480 10.672310 10.788571 32.127995 -1.407123 3.904924 0.6064 0.6080 0.3209 4.221098 4.080306
2459638 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6973 0.7414 0.2747 nan nan
2459637 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.069340 4.388116 15.807638 14.881057 12.307068 66.057565 -2.727385 26.601139 0.5951 0.5957 0.3274 5.214454 5.375047
2459636 RF_maintenance 100.00% 0.00% 28.65% 0.00% 100.00% 0.00% 3.835244 3.490734 15.366626 16.168009 9.011967 142.290871 -1.857022 12.832573 0.5925 0.4890 0.3292 4.635414 4.213598
2459635 RF_maintenance 100.00% 0.00% 4.86% 0.00% 100.00% 0.00% 4.098594 3.159385 14.870379 13.119100 12.820797 323.596374 -1.255882 11.412511 0.6001 0.5282 0.3308 5.788817 4.428060
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.927327 -0.672653 152134.219720 -0.673131 8.344056 -0.675051 8.333711 -0.674991 1.0000 1.0000 0.0000 0.027880 0.027996
2459633 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.860402 7.359765 16.720232 57.259519 14.411349 2.521071 -2.136580 35.335036 0.5900 0.5421 0.3547 5.359357 4.352068
2459632 RF_maintenance 100.00% 0.00% 1.62% 0.00% 100.00% 0.00% 3.780947 8.525380 13.872777 52.701683 8.408139 31.387709 -1.578351 18.001198 0.6018 0.5426 0.3519 3.967744 3.345135
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459630 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.446364 5.494770 13.365298 35.308264 13.994369 7.058798 -2.010603 38.816705 0.6074 0.5923 0.3357 7.829263 7.977798
2459629 RF_maintenance 100.00% 0.00% 2.70% 0.00% 100.00% 0.00% 4.662132 2.052807 15.726564 1.879346 11.230779 89.744124 -1.250381 21.787443 0.6232 0.6106 0.3323 8.409495 10.342857
2459628 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.985811 1.309872 8.860686 4.541031 16.912167 24.994000 0.516196 23.946904 0.5240 0.6091 0.3315 4.658584 5.278932
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673699 -0.673699 -0.673328 -0.673328 -0.674436 -0.674436 -0.674463 -0.674463 1.0000 1.0000 0.0000 0.006788 0.006788
2459626 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.810807 3.728452 11.598311 11.536082 11.441710 15.220480 -2.737005 -2.833830 0.6154 0.6095 0.3463 4.612575 4.069102
2459625 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.145946 6.798091 13.825987 32.654330 11.116106 122.691483 -1.829718 20.106651 0.6175 0.5949 0.3436 5.885052 5.878923
2459624 RF_maintenance 100.00% 0.00% 4.86% 0.00% 100.00% 0.00% 7.303236 8.480378 12.246976 29.905674 17.453458 240.437339 -1.720304 40.912100 0.5838 0.5720 0.3310 4.116844 4.184276
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.098285 5.552151 25.163404 1.524573 7.445579 0.115668 -2.130066 26.304011 0.6097 0.6161 0.3646 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 8.339974 4.471177 12.411541 27.999559 12.255058 118.590050 3.266368 24.404915 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 100.00% 8.05% 0.00% 0.00% - - 22.394183 21.885770 75.014889 56.438105 71.275609 155.632927 5.332909 90.362485 0.5191 0.5437 0.3951 nan nan
2459619 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.089426 4.809785 14.003376 2.770906 15.180616 16.785763 -0.010438 14.414440 0.5925 0.6039 0.3450 0.000000 0.000000
2459618 RF_maintenance 100.00% 0.00% 11.35% 0.00% 100.00% 0.00% 3.839739 2.893171 15.567686 11.191653 12.857372 321.577231 -2.213306 36.119687 0.5946 0.5441 0.3650 0.000000 0.000000
2459617 RF_maintenance 100.00% 0.00% 5.40% 0.00% 100.00% 0.00% 3.551746 3.769513 13.201554 12.405317 12.010545 58.408926 -2.654415 0.398811 0.6117 0.5678 0.3579 0.000000 0.000000
2459616 RF_maintenance 100.00% 0.00% 56.73% 0.00% 100.00% 0.00% 3.911277 11.635935 22.104782 90.123715 13.294474 94.810899 -1.793759 4.910727 0.6237 0.4253 0.3905 18.247421 8.479981
2459615 RF_maintenance 100.00% 0.00% 25.41% 0.00% 100.00% 0.00% 4.407241 2.182850 13.248532 12.034897 9.250929 214.530446 -2.005562 8.590084 0.6102 0.4765 0.3851 0.000000 0.000000
2459614 RF_maintenance 100.00% 0.00% 37.82% 0.00% 100.00% 0.00% 4.616552 1.886132 14.225117 7.309212 8.772693 173.744296 -2.876632 6.906867 0.6216 0.4688 0.3915 0.000000 0.000000
2459613 RF_maintenance 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.116108 2.880865 15.060712 15.144098 17.291505 21.460615 -1.639352 1.922713 0.5185 0.5590 0.2715 23.188043 29.075602
2459611 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.704392 3.109260 10.754933 10.767436 9.014524 28.475143 -1.913029 -0.888471 0.6462 0.6574 0.3384 5.398328 4.830206
2459610 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.161082 3.333149 14.014999 4.387200 9.841689 157.837028 5.046666 3.479077 0.6944 0.6902 0.3010 5.633786 5.984089
2459609 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.641600 1.596273 18.343548 7.540537 8.805708 3.380978 1.612211 10.484193 0.6721 0.6810 0.3127 5.053079 5.991681
2459608 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.494396 1.380254 20.694979 7.724571 10.300253 10.746999 -1.388397 7.729261 0.6530 0.6610 0.3656 5.777376 6.193395
2459607 RF_maintenance 100.00% 42.16% 42.16% 0.00% 100.00% 0.00% 0.993117 4.251440 24.961412 9.355913 19.746976 8.687574 0.154610 8.263023 0.3896 0.3929 0.2270 5.981325 6.553963
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 31.588445 31.913129 inf inf 281.464004 277.050133 268.312528 269.597938 nan nan nan nan nan
2459604 RF_maintenance 100.00% 0.00% 11.35% 0.00% 100.00% 0.00% 3.946859 1.916316 16.021988 5.102120 12.452141 345.653482 3.185126 39.512590 0.6934 0.6241 0.3181 5.955456 5.549207
2459603 RF_maintenance 100.00% 0.00% 1.08% 0.00% 100.00% 0.00% 3.490359 1.354292 17.238709 13.743370 3.428769 58.926439 1.249638 1.194452 0.7435 0.7439 0.2971 4.829551 5.140287
2459602 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.046315 1.538827 21.219698 4.534159 7.314699 12.187612 -1.562113 20.179799 0.6614 0.6817 0.3554 4.048003 4.294033
2459598 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.780011 1.391398 16.420172 3.497338 10.256472 80.077999 -1.475036 11.094211 0.6703 0.6648 0.3722 6.065264 5.236332
2459597 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.450517 1.370914 19.068026 1.193497 7.892207 126.286314 -1.382021 20.706304 0.6739 0.6730 0.3396 4.092880 3.691024
2459596 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.641738 3.451534 15.342144 15.723065 9.804868 14.377011 -1.253735 -0.775550 0.6752 0.6757 0.3502 6.381784 5.614705
2459595 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.459480 2.950724 13.431033 14.299930 12.608644 10.453134 12.477598 13.660573 0.7631 0.7610 0.2146 5.106289 6.644361
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.034747 -0.587899 13.717184 8.156646 6.596750 111.823433 10.178866 8.390740 0.7781 0.7642 0.2609 8.391432 8.093945
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.778650 0.322004 17.352705 30.240740 9.976556 250.415529 4.937126 12.017449 0.7365 0.7231 0.2560 5.071728 4.965949
2459592 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.379395 3.797608 51.170204 16.789516 16.874086 50.429127 -0.898709 12.776710 0.7101 0.6975 0.4552 nan nan
2459591 RF_maintenance 100.00% 0.00% 3.24% 0.00% 100.00% 0.00% 4.234440 2.078894 20.051365 15.865699 8.592268 103.003781 -1.687377 17.788498 0.6788 0.6705 0.3678 6.782691 6.512935
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.330569 2.711814 17.859764 6.266284 9.497627 144.567366 -0.299475 2.619009 0.6802 0.6391 0.3740 6.141888 5.343375
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.325369 3.013547 15.345619 16.181092 5.973447 8.590045 7.722807 7.648050 0.7113 0.7040 0.2858 5.002315 4.431594
2459588 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.977511 0.216525 20.881434 54.937594 7.343807 144.198652 7.031196 8.968424 0.7775 0.7369 0.2367 7.430931 7.190017
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 354.008611 354.404795 inf inf 100.732907 101.196988 606.514966 604.972662 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 312.231691 312.373842 inf inf 17.709383 15.723552 665.816273 682.979909 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 100.00% 0.00% 20.90% 0.00% 100.00% 0.00% 35.288631 28.708274 21.421387 6.715933 6.914424 10.551032 -0.452759 20.429107 0.6438 0.4962 0.3926 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 938.330869 606.085210 inf inf 3285.507170 2643.256059 21268.231735 15750.803065 nan nan nan 0.000000 0.000000
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.207070 13.545981 8.522237 29.205107 6.930133 27.642147 -1.192691 5.651967 0.6812 0.5486 0.4101 3.854689 2.664709
2459582 RF_maintenance 100.00% 0.00% 7.57% 0.00% 100.00% 0.00% 3.059341 10.406674 7.908947 24.686904 8.425927 44.060213 -1.321280 11.557735 0.6809 0.5661 0.4105 3.638787 2.600040
2459581 RF_maintenance 100.00% 0.00% 9.73% 0.00% 100.00% 0.00% 4.459083 1.526790 7.975737 10.269627 6.577990 148.239116 -1.066489 19.828218 0.6885 0.6194 0.3907 3.307279 2.841015
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.527073 2.372289 9.016957 6.974080 7.736124 2.725903 -0.930563 20.278145 0.6819 0.6881 0.3787 4.004602 4.015815
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.513977 3.712482 10.418022 4.708023 8.388179 89.409388 -1.731654 36.756095 0.6769 0.6721 0.3797 34.176956 39.711313
2459578 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.907873 4.045559 28.739794 24.500912 14.599366 35.550944 9.163517 116.715226 0.7346 0.7491 0.4709 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.060839 3.595286 5.726823 6.200588 6.988835 9.585943 0.265287 0.222206 0.6999 0.7042 0.3788 5.459715 4.951655
2459575 RF_maintenance 100.00% 0.00% 12.97% 0.00% 100.00% 0.00% 2.228507 3.357391 6.132273 0.612226 6.128396 113.587620 4.734151 3.589835 0.7493 0.6068 0.3672 4.695863 4.050551
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.896440 2.503291 11.295111 2.727029 8.790562 78.564369 -1.567462 22.997356 0.6999 0.7083 0.3745 4.291701 4.008184
2459572 RF_maintenance 100.00% 0.00% 1.62% 0.00% 100.00% 0.00% 3.597919 2.829082 5.802445 1.771997 6.108363 111.770375 -2.222297 3.571024 0.7023 0.6568 0.3912 4.304353 3.660703
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.838243 -0.545650 -0.999243 -0.636461 -0.978254 -0.638362 -0.419156 -0.316138 0.6930 0.7002 0.3531 12.663959 13.566736
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.618777 2.818807 6.704012 7.130934 5.773215 12.177334 4.721285 4.783441 0.7659 0.7685 0.2373 4.172814 3.827338
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.506638 0.638144 7.955719 1.683471 6.949061 11.060094 -1.274583 2.845206 0.6920 0.7057 0.3942 3.172091 3.060165
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.000390 -0.000390 0.000000 0.000000 -0.823769 -0.823769 -0.908427 -0.908427 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 20.82% 0.00% 100.00% 0.00% -0.129152 2.445018 -0.445304 12.638706 -1.523535 36.144711 -0.578452 14.482453 0.7067 0.6227 0.4089 3.301506 2.924546
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.567959 1.413895 17.010551 2.325130 7.978224 54.677653 -0.430446 13.001901 0.7057 0.7077 0.3863 4.185354 3.981118
2459562 RF_maintenance 100.00% 0.00% 2.70% 0.00% 100.00% 0.00% -0.609480 -1.223648 -0.707707 -2.229198 -2.138407 28.626322 -0.894399 4.532211 0.7073 0.7012 0.3844 3.112554 2.915782
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.435374 -0.564018 -0.165131 -2.040204 -1.725109 15.802635 -1.811462 3.963687 0.7047 0.7129 0.3820 2.811381 2.696814
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.274870 -0.931149 -0.569625 -1.177822 -1.515668 -1.824370 -1.114895 2.897678 0.7061 0.7148 0.3931 3.059344 2.893736
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.118277 -0.560548 -0.042957 -0.595720 -1.103574 -0.261879 -0.858179 0.931063 0.6984 0.7082 0.3853 2.651810 2.630663
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.011761 2.593471 9.229105 6.064707 8.135216 52.860624 -1.360784 5.407990 0.7083 0.7078 0.3850 3.477722 3.294972
2459557 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7441 0.6940 0.4187 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.092829 4.165835 9.624161 3.580827 7.436985 133.671614 -2.404142 2.397297 0.7008 0.6622 0.3942 3.724283 3.068120
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7099 0.7123 0.3911 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7041 0.7051 0.3920 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.520409 5.532005 12.545298 13.984639 12.196972 15.588013 -0.397641 -0.136151 0.7088 0.7074 0.3918 8.490881 8.775144
2459551 RF_maintenance 100.00% 0.00% 69.15% 0.00% 100.00% 0.00% -0.174934 4.576799 -0.420973 16.939395 -2.365428 54.228742 -1.204079 9.700316 0.7075 0.2767 0.4611 3.024318 1.275441
2459550 RF_maintenance - 28.83% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.5088 0.0595 0.1786 nan nan
2459549 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.435740 18.058576 9.145105 38.372929 7.752158 22.489160 -1.001350 2.468769 0.6989 0.1096 0.4841 3.517544 1.302947
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459541 RF_maintenance 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 3.603101 3.420192 11.426433 11.448069 7.024817 8.549229 3.477860 4.284004 0.7414 0.7332 0.3354 4.669015 4.088851
2459540 RF_maintenance 100.00% 0.00% 14.77% 0.00% 100.00% 0.00% 1.280370 1.358566 1.202805 3.986532 -1.300951 189.972039 -1.146527 3.488087 0.7507 0.5851 0.4010 2.801526 1.571498
2459536 RF_maintenance 100.00% 0.00% 3.71% 0.00% 100.00% 0.00% 5.066010 2.733578 15.160537 14.772642 13.539064 230.775560 -1.326666 30.109479 0.7283 0.6328 0.4439 5.187843 4.192413
2459535 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.656057 1.459385 0.791247 5.004045 -2.097747 1.209915 -0.874560 12.293346 0.7869 0.7648 0.3634 2.708630 2.394670
2459534 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.053581 1.514999 -0.132070 4.676833 -2.283004 0.873511 -0.848223 10.426004 0.7726 0.7465 0.3696 3.738040 3.108339
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.756691 3.787366 12.583330 16.219043 9.071874 9.821965 -1.456490 22.211022 0.7250 0.7195 0.3926 3.875597 3.306355
2459530 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.023193 1.384199 -0.189956 3.242395 -1.933392 3.240710 -0.601076 13.631446 0.7367 0.7317 0.3882 3.440544 3.061622
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.074411 3.882058 10.193010 11.601989 18.931878 5.410412 -0.511855 13.872686 0.8963 0.9301 0.3245 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 4.802164 2.688186 13.579784 12.717326 5.965319 0.546220 -3.916567 23.358405 nan nan nan 5.094363 4.416211
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.037537 2.613042 12.592558 10.531220 3.624200 5.455940 -0.319678 26.171479 0.6750 0.6620 0.3493 4.413509 5.373515
2459513 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.018137 5.262097 28.422123 29.426841 14.399523 33.538084 3.811117 84.321967 0.8385 0.8460 0.2653 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.733286 23.940573 8.168612 49.680426 7.581755 20.436122 7.342984 10.272991 0.9011 0.7862 0.2954 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.386279 22.368391 10.398810 44.408210 1.687538 10.475229 -1.183611 6.182562 0.8807 0.6683 0.3751 24.309155 13.315982
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.528758 1.721056 10.681499 2.212452 17.474430 3.401370 -0.778107 9.308947 0.8650 0.8657 0.4617 0.000000 0.000000

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 182: 2459810

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
182 N13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 182: 2459809

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 24.681677 8.426426 6.843498 21.086240 20.205425 23.867052 24.681677 -1.746298 -0.087295

Antenna 182: 2459808

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Power 21.663668 4.948460 14.213338 10.640829 21.663668 7.324610 20.283793 8.951344 0.655686

Antenna 182: 2459807

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 18.164287 5.014893 14.681526 6.867580 14.610590 6.252070 17.377692 18.164287 3.564871

Antenna 182: 2459806

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
182 N13 RF_maintenance nn Temporal Variability 149.341938 12.859316 11.881083 23.817331 11.075792 31.980602 149.341938 -3.742803 6.898234

Antenna 182: 2459805

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
182 N13 RF_maintenance nn Temporal Variability 56.498868 13.095766 8.082714 19.248395 48.437369 14.163889 56.498868 0.547345 29.732651

Antenna 182: 2459804

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 28.256013 10.929579 15.464382 13.730459 18.102931 28.256013 15.661657 4.919707 0.581928

Antenna 182: 2459803

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
182 N13 RF_maintenance nn Power 72.716643 19.392516 30.408051 24.697517 72.716643 16.498766 25.081906 2.551351 13.686396

Antenna 182: 2459802

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 51.786536 28.481429 15.807899 51.786536 21.667377 40.236207 29.094634 6.563913 -1.006527

Antenna 182: 2459801

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 53.335965 11.071183 15.609132 43.084177 17.862274 14.840664 28.996829 53.335965 2.148705

Antenna 182: 2459800

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 210.092791 1.341596 16.493126 22.584522 16.765035 128.797751 16.506166 210.092791 5.188292

Antenna 182: 2459799

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 43.560699 12.928997 12.205082 22.603221 21.709355 43.560699 42.193035 -1.995902 -1.595077

Antenna 182: 2459798

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
182 N13 RF_maintenance nn Temporal Discontinuties 89.317275 15.868523 1.142873 17.617212 -0.436244 14.183830 0.354105 2.071407 89.317275

Antenna 182: 2459797

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 141.167010 1.739906 13.277303 23.320899 16.898747 19.241942 18.566134 141.167010 3.746077

Antenna 182: 2459796

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
182 N13 RF_maintenance nn Power 55.606744 14.805690 11.798106 23.158345 55.606744 16.480595 15.029817 3.373479 38.689637

Antenna 182: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 30.234912 15.688883 16.413127 15.317718 18.296681 30.234912 18.614723 27.114077 3.170345

Antenna 182: 2459794

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
182 N13 RF_maintenance nn Temporal Variability 23.277294 15.983203 16.955287 19.087505 19.501316 22.681488 23.277294 3.137544 4.202707

Antenna 182: 2459793

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
182 N13 RF_maintenance nn Temporal Variability 24.251190 12.548191 13.405052 18.022331 18.494139 23.397098 24.251190 0.359731 0.830946

Antenna 182: 2459792

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
182 N13 RF_maintenance nn Temporal Discontinuties 72.742205 12.274016 1.962257 21.783168 0.024296 28.286008 13.388128 -1.536466 72.742205

Antenna 182: 2459791

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
182 N13 RF_maintenance nn Temporal Discontinuties 39.009592 14.465879 2.431338 24.450309 12.036095 22.632954 2.893888 -0.351357 39.009592

Antenna 182: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 112.360287 13.988432 20.044771 18.504750 24.056374 24.604742 35.188399 112.360287 1.157746

Antenna 182: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 81.400707 10.422023 17.125244 17.942069 25.072140 40.521319 37.580047 81.400707 -0.480332

Antenna 182: 2459787

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
182 N13 RF_maintenance ee Temporal Variability 24.256360 16.691049 10.325427 20.762341 15.635046 24.256360 17.598502 -0.448370 15.691690

Antenna 182: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 37.778860 12.077088 17.825397 19.487703 25.848168 25.668871 37.778860 12.200350 -0.553388

Antenna 182: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 98.674439 1.479021 9.957232 4.872514 36.754398 98.674439 31.557921 21.590904 -1.441704

Antenna 182: 2459784

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
182 N13 RF_maintenance nn Temporal Variability 42.766133 15.462839 11.795811 28.309146 24.633573 36.019841 42.766133 -1.057699 4.678154

Antenna 182: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 16.949145 11.269420 13.270199 7.037500 8.132825 13.616340 16.949145 10.669705 -1.120293

Antenna 182: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459781

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
182 N13 RF_maintenance nn Temporal Discontinuties 24.226684 1.463688 -0.615913 0.594022 -1.175374 -1.167986 7.799806 -1.923505 24.226684

Antenna 182: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 73.715789 5.367529 7.567531 0.909002 6.177408 73.715789 15.545814 13.778142 -3.301856

Antenna 182: 2459776

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
182 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 23.399088 4.108717 3.409661 8.424276 7.991482 23.399088 9.321715 5.305050 -2.743660

Antenna 182: 2459772

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
182 N13 RF_maintenance nn Power 1.777013 1.076442 1.341416 1.598918 1.777013 0.996523 0.965068 -2.146558 -2.484448

Antenna 182: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 1.717740 1.177608 1.046264 1.717740 1.445387 0.823368 0.801918 -1.561343 -1.634213

Antenna 182: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 51.260872 11.532788 3.577688 51.260872 6.169067 2.379873 6.508901 33.875190 -2.421094

Antenna 182: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 63.865381 7.825575 4.105743 59.349510 8.064587 13.328716 8.410318 63.865381 -2.237820

Antenna 182: 2459768

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
182 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459767

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
182 N13 RF_maintenance nn Power 2.068152 1.285359 1.793135 1.723218 2.068152 1.005790 1.248121 -2.223741 -2.623114

Antenna 182: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 1.707134 1.492470 0.937374 1.707134 1.310498 0.956802 0.748875 -2.219534 -1.859837

Antenna 182: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 298.972557 5.501293 4.715030 51.087733 10.635279 298.972557 8.625248 151.211041 -3.555639

Antenna 182: 2459763

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
182 N13 RF_maintenance nn Temporal Variability 383.849254 1.603520 8.923714 3.862314 8.145834 4.627796 383.849254 3.271791 236.948983

Antenna 182: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459760

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
182 N13 RF_maintenance ee Temporal Variability 16.689945 3.903018 5.416092 8.747597 9.661635 16.689945 13.755663 -5.516735 -5.511508

Antenna 182: 2459759

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
182 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459758

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
182 N13 RF_maintenance nn Power 3.699437 2.048497 2.291368 3.622356 3.699437 2.373116 1.743617 -2.594420 -2.558859

Antenna 182: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 3.366115 1.819679 1.167564 3.366115 2.932452 2.359659 2.338381 -2.007327 -2.065695

Antenna 182: 2459755

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
182 N13 RF_maintenance ee Temporal Variability 3.447675 1.927810 2.438199 2.646594 2.971028 3.447675 3.198636 -2.258837 -2.523176

Antenna 182: 2459754

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
182 N13 RF_maintenance ee Temporal Variability 2.763425 1.479170 1.552138 2.390645 2.467847 2.763425 1.816107 -2.707461 -2.575246

Antenna 182: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 3.270620 2.223608 1.999768 3.270620 3.002560 2.434579 2.750619 -2.875071 -2.464292

Antenna 182: 2459752

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
182 N13 RF_maintenance nn Power 11.806923 3.831081 4.574659 10.095605 11.806923 9.763100 8.796400 -2.257487 -2.769198

Antenna 182: 2459750

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
182 N13 RF_maintenance nn Temporal Variability 84.204617 4.607025 5.041383 9.214221 32.958941 12.328407 84.204617 -1.740879 82.880930

Antenna 182: 2459749

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
182 N13 RF_maintenance nn Power 2.901721 1.929652 2.282581 2.530723 2.901721 1.774660 1.210173 -1.348679 -1.661545

Antenna 182: 2459748

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
182 N13 RF_maintenance nn Temporal Discontinuties 62.408165 2.375446 3.537377 4.996486 33.866077 4.324526 2.233663 -2.531770 62.408165

Antenna 182: 2459747

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
182 N13 RF_maintenance nn Temporal Discontinuties 197.813397 22.420407 24.450366 31.595389 18.296904 22.528806 55.432955 3.967787 197.813397

Antenna 182: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 2.219983 2.108464 1.676688 2.219983 2.035321 1.891871 1.561143 -1.561750 -1.629628

Antenna 182: 2459744

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
182 N13 RF_maintenance nn Temporal Discontinuties 89.853220 24.217755 25.237857 32.535755 33.067243 6.521675 74.726374 26.419944 89.853220

Antenna 182: 2459743

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
182 N13 RF_maintenance nn Power 97.294247 4.489852 8.706778 13.582993 97.294247 13.768272 58.745417 -1.880398 44.985833

Antenna 182: 2459742

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
182 N13 RF_maintenance nn Temporal Discontinuties 69.044364 25.140916 24.260003 44.546223 4.957699 30.550719 48.572751 2.364157 69.044364

Antenna 182: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 152.797250 49.024704 45.794403 6.723858 57.114418 147.003500 45.325080 152.797250 3.802329

Antenna 182: 2459740

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
182 N13 RF_maintenance nn Temporal Discontinuties 163.427749 26.911203 29.233714 60.365192 5.835846 21.483748 72.714311 11.155572 163.427749

Antenna 182: 2459738

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
182 N13 RF_maintenance nn Temporal Discontinuties 33.078577 3.720329 3.053505 12.991173 14.511285 14.617599 22.066738 3.162123 33.078577

Antenna 182: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 50.499658 5.793072 1.897265 31.841402 3.234348 5.622911 2.963204 50.499658 -0.646317

Antenna 182: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 182: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 88.503003 21.282431 21.087018 3.035838 32.079790 20.951851 9.246001 88.503003 -3.411171

Antenna 182: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 114.763597 27.017523 27.101307 3.608320 34.686501 34.218994 14.547409 114.763597 -1.241374

Antenna 182: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Power 72.621648 12.580260 3.476635 72.621648 10.063340 14.387825 15.835261 45.080648 -2.477222

Antenna 182: 2459730

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
182 N13 RF_maintenance nn Temporal Discontinuties 171.134250 20.784214 22.675284 32.138696 3.385306 12.654368 40.565760 3.491975 171.134250

Antenna 182: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 72.764361 22.508032 19.872828 16.372101 33.402666 72.764361 26.778176 66.233305 -0.293934

Antenna 182: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 77.112058 15.915471 14.733116 17.971331 24.882224 77.112058 28.187233 74.861394 -2.393912

Antenna 182: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 84.118277 22.285052 20.267650 28.005571 30.363539 65.499931 23.731137 84.118277 -3.450395

Antenna 182: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 144.100437 17.358478 16.734038 26.149854 28.316305 144.100437 43.035079 20.894271 -1.500960

Antenna 182: 2459722

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
182 N13 RF_maintenance nn Temporal Variability 45.948699 4.570525 5.573582 9.800719 7.694050 10.160726 45.948699 -3.007356 8.955030

Antenna 182: 2459720

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
182 N13 RF_maintenance ee Temporal Variability 52.246630 15.065996 15.475729 29.517296 30.756723 52.246630 50.849490 1.618666 0.585011

Antenna 182: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Temporal Variability 56.876096 17.302943 16.606886 26.460561 25.467145 54.403653 56.876096 -0.929661 -1.094589

Antenna 182: 2459718

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
182 N13 RF_maintenance nn Temporal Discontinuties 68.525238 18.543107 20.159639 33.395665 32.129129 26.702719 39.155265 2.600790 68.525238

Antenna 182: 2459717

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
182 N13 RF_maintenance nn Temporal Variability 245.464311 18.202333 20.314878 25.965449 20.571531 25.446278 245.464311 0.389276 61.130026

Antenna 182: 2459716

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
182 N13 RF_maintenance nn Temporal Variability 61.932056 15.410336 17.845429 25.348258 24.033656 34.659891 61.932056 2.756332 24.930447

Antenna 182: 2459715

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
182 N13 RF_maintenance ee Temporal Variability 12.543627 3.953183 1.640861 10.532672 6.376738 12.543627 5.474992 -3.190713 -0.891070

Antenna 182: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance ee Power 30.195002 13.720423 20.151077 6.253089 30.195002 4.286774 20.425524 13.391307 4.570928

Antenna 182: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 203.366936 24.756046 4.240017 158.715936 10.680561 81.214413 9.479848 203.366936 -1.472330

Antenna 182: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 22.652900 3.630788 5.038927 2.059241 15.665588 6.031731 1.033976 22.652900 0.223326

Antenna 182: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 103.697815 5.528221 5.093051 0.797288 19.356412 41.774919 17.811984 103.697815 3.650119

Antenna 182: 2459708

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
182 N13 RF_maintenance nn Temporal Variability 78.175778 3.535624 2.257737 11.274224 -0.761008 12.655651 78.175778 -3.968561 53.112851

Antenna 182: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 6.568787 1.173968 1.140610 -0.830273 -0.670414 6.568787 -0.490957 1.000897 -2.478559

Antenna 182: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 445.490008 4.782026 4.653177 7.191881 17.109451 445.490008 28.039511 30.625344 -1.438143

Antenna 182: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties 95.672989 19.736353 17.556235 34.266325 39.573255 26.706380 11.720147 95.672989 7.204742

Antenna 182: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 99.969252 12.955370 15.307345 6.919899 50.172873 99.969252 10.502407 54.946411 -5.461878

Antenna 182: 2459702

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
182 N13 RF_maintenance nn Temporal Discontinuties 62.157806 2.138640 1.909052 10.933590 10.303827 2.820355 23.801763 -3.202279 62.157806

Antenna 182: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 98.008277 1.521038 2.423867 4.788387 5.116972 98.008277 2.228306 42.670954 -2.488399

Antenna 182: 2459697

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
182 N13 RF_maintenance ee Power -0.307154 -0.674491 -0.674491 -0.307154 -0.307154 -0.763975 -0.763975 -0.890074 -0.890074

Antenna 182: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Discontinuties -0.737738 -0.941039 -0.941039 -0.869027 -0.869027 -0.758811 -0.758811 -0.737738 -0.737738

Antenna 182: 2459695

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
182 N13 RF_maintenance ee Shape -0.318759 -0.318759 -0.318759 -0.341617 -0.341617 -0.369539 -0.369539 -0.327679 -0.327679

Antenna 182: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
182 N13 RF_maintenance nn Temporal Variability 9.370867 5.156480 3.649302 8.140741 7.146417 9.370867 8.602481 -2.152231 -1.974035

Antenna 182: 2459693

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
182 13 RF_maintenance nn Temporal Discontinuties 12.666810 1.476504 2.249339 11.179405 12.307044 10.231502 7.639814 12.588209 12.666810

Antenna 182: 2459692

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
182 13 RF_maintenance ee Temporal Variability 14.540755 9.280041 3.131445 4.154694 6.056708 14.540755 3.316213 4.646466 6.266848

Antenna 182: 2459691

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
182 13 RF_maintenance nn Temporal Variability 68.922641 16.401984 14.354951 9.226907 60.383342 4.918021 68.922641 -2.896968 30.636650

Antenna 182: 2459690

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
182 13 RF_maintenance nn Temporal Discontinuties 95.244250 15.826640 4.074458 9.915204 27.941978 6.569643 9.371469 -4.048046 95.244250

Antenna 182: 2459689

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
182 13 RF_maintenance nn Temporal Discontinuties 100.696561 16.985483 3.623336 5.378284 24.069800 10.402301 3.523204 -2.034804 100.696561
In [ ]: