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 = "71"
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 71 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 71, Node N04:

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 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 0.00% 6.12% 6.12% 0.00% 8.00% 92.00% 0.536641 0.030501 -0.766810 -0.300002 0.307403 -1.717891 -0.550133 -1.052270 0.7855 0.5850 0.5169 17.740623 14.605366
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.341457 -1.245941 -0.413712 -0.395683 -0.499627 -1.214594 -0.407882 0.240641 0.8263 0.7912 0.4586 49.670070 47.907505
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.044016 -1.171957 -0.925492 -0.895242 -0.088235 -0.866478 -0.329409 0.029739 0.8146 0.7789 0.4515 52.959421 42.580225
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 88.24% 0.391642 -0.438269 -1.076462 -1.017446 0.015551 1.138500 -0.437033 0.251243 0.7616 0.6929 0.3918 14.338732 17.417364
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.016346 -1.131937 -0.883806 -0.547353 -0.362629 -0.705428 -0.417889 -0.081748 0.8232 0.8005 0.4452 54.616425 48.910015
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.307226 -0.952171 -0.736792 -0.438875 -0.754094 -0.957664 -0.819622 -0.748100 0.8182 0.7973 0.4336 47.584802 36.928145
2459803 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.287768 -1.543940 -0.500226 -0.285812 -0.259476 -0.995478 -0.752309 -0.511195 0.8124 0.8009 0.4232 420.951172 349.888069
2459802 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.013333 -1.260036 -0.833408 -0.516446 -0.537223 -0.941876 -0.473694 0.458940 0.7971 0.6902 0.4758 37.629540 44.347496
2459801 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.330403 -1.169878 -0.585947 -0.554021 -0.339047 -0.939583 -0.283950 0.677785 0.8086 0.7663 0.4691 58.531369 57.010345
2459800 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.139147 -1.258737 -0.606426 -0.750695 -0.586313 -0.723804 -0.137014 -0.133626 0.7837 0.7757 0.4391 42.918797 38.244349
2459799 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.409360 -0.618808 -0.913994 -0.248316 0.670908 -0.725146 -0.713827 -0.714426 0.7503 0.6748 0.4051 14.557667 12.954291
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.009600 -0.894806 -0.261636 -0.407952 -0.508662 -0.247950 0.286076 3.370952 0.7684 0.7601 0.4454 37.817829 29.866812
2459797 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.245620 -1.236437 -0.687520 -0.184577 -0.674118 -0.331187 -0.280555 -0.122786 0.7648 0.7588 0.4416 10.858552 8.927115
2459796 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.143788 60.751338 132.455500 136.076861 36.837444 29.789083 1258.155115 1401.328083 0.0169 0.0165 0.0003 1.079923 1.070136
2459795 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.009135 85.949133 109.828231 126.526951 24.337602 34.810677 1216.425098 1686.633021 0.0167 0.0164 0.0004 1.144333 1.143239
2459794 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.224093 75.348594 108.417950 125.440008 32.570400 57.863881 1828.509010 3164.875137 0.0167 0.0164 0.0004 1.243649 1.223075
2459793 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.739482 -0.327693 -0.967183 -1.177453 -1.168766 -1.485756 -0.381079 0.776058 0.7452 0.7466 0.4367 30.885766 29.204062
2459792 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 99.47% -0.341912 -0.922739 -0.973492 -0.140158 -0.101750 -0.311665 -0.014948 0.708480 0.7540 0.6724 0.4027 17.180546 15.182956
2459791 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 86.49% -0.249309 -1.183674 -0.789111 0.066251 0.776873 -0.176961 1.049780 -0.609372 0.7141 0.7152 0.4219 16.730212 21.122714
2459790 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.021318 -1.171040 -0.677951 0.513706 0.197434 1.428146 -0.537709 -0.865489 0.7287 0.7350 0.4063 28.254659 40.442315
2459789 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 36.84% 0.357173 -1.133430 0.457884 0.106202 -0.123717 1.160991 0.336296 -0.284186 0.7135 0.7190 0.3927 4.070710 3.539087
2459788 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 60.53% 0.302134 -1.001771 0.669097 0.267222 -0.462342 1.059865 0.129569 0.539054 0.7025 0.7084 0.3897 11.267521 12.980385
2459787 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 7.89% 0.569659 -1.020748 0.443858 0.166554 -0.318456 0.830468 0.339206 0.191770 0.7115 0.7224 0.3727 8.487507 8.010992
2459786 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 18.42% 0.329801 -1.244505 -0.761881 -0.006550 0.594703 0.034415 1.013232 2.467684 0.6905 0.6996 0.3617 10.406154 7.608157
2459785 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.037272 -0.744828 -0.966144 0.116681 0.038102 0.115661 0.062743 1.444694 0.7665 0.6949 0.3821 16.627231 16.619132
2459784 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 34.21% 0.625972 -1.169729 -0.652826 1.202047 -0.401096 0.829742 0.089955 0.674622 0.6548 0.6642 0.3536 4.554249 3.801166
2459783 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.090209 -0.907079 -0.823077 -0.252728 -0.835450 -0.591275 -0.559865 0.078512 0.6366 0.6459 0.3366 7.614098 10.460367
2459782 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.511577 -0.926367 -0.205864 -0.250697 -0.800733 -0.828073 -0.561331 -0.280424 0.6172 0.6286 0.3439 7.683741 12.733662
2459781 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.751275 -0.938043 -0.674986 -0.806986 -0.704743 0.206447 -0.507686 -0.268809 0.7787 0.7450 0.3388 16.001745 13.844806
2459778 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.585315 -0.845664 -0.496337 -0.353250 -1.003222 -0.662599 -0.289619 0.915883 0.7447 0.6710 0.3864 14.782099 16.384547
2459776 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 94.59% 0.767640 -0.012869 -0.840283 -0.007644 0.764206 0.462932 -0.627002 -0.025148 0.7594 0.6781 0.3858 17.620891 19.968645
2459774 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0888 0.0846 0.0107 nan nan
2459773 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.118100 5.103292 -0.860409 10.235153 -0.230996 11.017283 0.044216 -3.247602 0.0857 0.0933 0.0166 1.229195 1.213936
2459772 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.501609 1.539586 -0.821035 1.904214 -1.244048 1.237385 -0.219971 -2.257637 0.0861 0.0981 0.0169 1.214201 1.203692
2459771 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.349587 1.448266 -0.606088 1.883631 -0.689574 1.017496 -0.304556 -1.763095 0.0980 0.1143 0.0205 1.200953 1.192162
2459770 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.242373 4.635174 -0.634670 7.437169 -0.629559 6.920437 0.509850 -2.584630 0.5261 0.5195 0.3024 10.897757 12.599314
2459769 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.194660 5.415335 -0.849984 9.610199 -0.270228 8.697235 0.625581 -2.162057 0.5248 0.5200 0.3048 9.152608 11.424649
2459768 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.094412 5.673222 -0.754378 10.412491 0.043437 7.977224 0.386793 -3.689281 0.5306 0.5242 0.3086 12.202445 15.559974
2459767 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.247322 -0.258196 -0.262226 -0.256098 -0.866098 -0.766401 -0.098624 -1.099550 0.2701 0.2677 -0.2635 2.224427 2.237988
2459766 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.509865 -0.233926 -0.584642 -0.393138 -1.090799 -0.934742 0.592186 -0.620592 0.2246 0.2190 -0.2811 2.109439 2.066255
2459765 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.140241 2.055105 4.598169 5.751570 6.298372 1.826666 2.627556 -0.474017 0.2260 0.2184 -0.2843 3.029072 2.926497
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 0.581560 0.756157 1.035106 1.667624 3.596115 0.874407 2.323661 -0.154294 0.2511 0.2692 -0.3318 3.138502 3.095664
2459761 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.639885 1.119959 2.633230 3.481834 2.144439 1.472699 1.928534 -2.289937 0.2581 0.2519 -0.2918 2.859980 2.602871
2459760 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.363530 2.065361 4.278747 4.507924 9.513967 3.686993 3.620792 -2.394925 0.2596 0.2569 -0.2928 4.565363 4.717287
2459759 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459758 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 0.890600 0.275106 1.090434 0.842862 1.864297 0.065138 0.888723 -1.117393 0.3134 0.2980 -0.2789 2.971460 2.778920
2459757 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 0.111105 0.021074 0.712990 0.979605 0.921911 0.224456 0.720153 -0.843692 0.3824 0.3813 -0.2610 3.635429 3.876533
2459755 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.061039 0.362154 0.374728 0.255227 2.592254 1.170343 1.688219 2.685275 0.2922 0.2862 -0.2806 3.078583 3.214931
2459754 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 0.909652 0.290606 0.552573 0.159342 1.697812 0.508473 -0.236095 -1.090622 0.3057 0.2962 -0.2874 3.261620 3.087022
2459753 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.150405 0.573434 0.660708 0.399902 1.482752 1.032849 0.756161 0.147636 0.2911 0.2758 -0.2945 2.740949 2.712480
2459752 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459750 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.360018 0.919281 4.137602 4.665114 7.048551 5.541222 0.374445 -0.614958 0.3301 0.3393 -0.2742 3.802980 3.691763
2459749 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.330175 0.366672 0.226789 0.033579 0.928362 0.352898 0.390633 -1.423400 0.2349 0.2323 -0.2990 3.496844 3.312422
2459748 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.802966 0.610933 1.984184 1.879597 2.235509 1.240047 0.968562 -1.618452 0.2379 0.2211 -0.3237 2.333309 2.435424
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.296410 2.834172 3.842813 4.580855 1.868810 0.765799 2.732547 0.569854 0.0342 0.0407 0.0047 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.362021 5.826307 5.570037 7.199521 1.140254 2.665469 5.894966 0.985717 0.0397 0.0564 0.0091 nan nan
2459745 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.609335 0.669721 0.198204 -0.195781 0.817229 0.594331 0.357095 -1.207107 0.2732 0.2549 -0.3392 2.822629 2.798944
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.078258 3.672954 3.501543 5.038295 2.951610 2.941850 6.111998 3.069403 0.0372 0.0484 0.0058 nan nan
2459743 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.851012 1.108574 6.620869 8.739349 7.083864 5.634545 2.311756 -1.188059 0.3303 0.3262 -0.2836 3.701467 4.016052
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.133924 4.466216 4.418230 6.973439 1.150294 0.951696 4.308505 0.990923 0.0332 0.0368 0.0040 nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.112964 8.157496 7.112463 10.232537 4.492425 1.933223 5.709867 1.932998 0.0365 0.0435 0.0058 nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.304784 4.232083 6.835561 9.461505 3.743984 3.749278 8.532183 2.770018 0.0363 0.0366 0.0053 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 4.042962 2.348514 6.470843 6.849056 4.678537 4.346619 3.709870 -0.237414 0.3077 0.2931 -0.3463 3.281837 4.198843
2459736 digital_ok 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% 0.516635 -0.287213 1.044274 1.196254 1.347215 0.842816 0.702579 -0.569273 0.3347 0.3280 -0.3020 2.742523 2.948288
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.425758 3.460659 3.770168 5.083382 0.971660 0.782018 3.936627 1.402212 0.0374 0.0408 0.0062 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.158460 2.947231 3.893609 5.071858 3.111376 4.852005 4.081629 2.017137 0.0340 0.0371 0.0037 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.973645 3.396502 4.507175 5.011988 3.402947 7.808260 4.239567 2.185504 0.0351 0.0382 0.0048 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 4.389172 2.940904 5.173170 3.955883 3.444993 13.399572 1.603545 0.318059 0.3439 0.3316 -0.3398 3.085285 3.503976
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.027407 2.609625 4.032600 4.839123 3.248346 4.689624 3.691468 1.641316 0.0354 0.0412 0.0064 nan nan
2459728 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.315684 2.535606 3.488614 5.337175 1.257938 -0.136457 1.985562 0.043255 0.0379 0.0542 0.0070 nan nan
2459726 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.004300 1.813273 2.780782 4.044488 3.047580 1.791851 4.621548 2.809057 0.0354 0.0393 0.0043 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.027420 2.815432 3.416984 4.758606 2.256991 0.855638 5.477251 1.387022 0.0363 0.0406 0.0057 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.245995 2.097216 3.049877 4.212036 1.887095 -0.073623 2.623943 0.459025 0.0339 0.0397 0.0067 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.339333 1.145328 4.322127 6.014997 5.642029 4.713393 3.033851 -0.465452 0.3221 0.3185 -0.3191 2.868651 3.018344
2459720 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.997523 1.835793 3.352838 4.848170 0.877377 2.449589 0.828670 -0.062991 0.0331 0.0332 0.0037 nan nan
2459719 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.251225 2.134774 2.916984 4.143226 2.247836 0.187563 4.224010 1.279138 0.0366 0.0414 0.0057 nan nan
2459718 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.839384 2.922287 3.587390 5.221353 1.316568 3.920943 4.471005 1.354392 0.0397 0.0464 0.0066 nan nan
2459717 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.882133 2.873467 2.503476 3.858804 2.590799 1.334661 3.689076 0.896615 0.0425 0.0511 0.0085 nan nan
2459716 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.022057 0.814222 4.980315 6.409433 6.637272 5.583647 2.185047 -1.381312 0.3004 0.2959 -0.3318 3.245972 3.347579
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.925995 3.240936 3.281036 5.071080 3.361283 0.707338 3.945787 1.435887 0.0384 0.0401 0.0068 nan nan
2459712 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 1.178100 2.240771 4.299062 7.434309 3.420337 6.371284 0.297405 -0.892909 0.2676 0.2634 -0.3191 5.214677 5.404753
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.636213 1.359475 1.429550 2.497116 1.315200 -0.129972 0.487934 -0.407565 0.0349 0.0411 0.0049 nan nan
2459710 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.910434 1.585420 2.001927 3.341261 2.367448 3.278706 2.032047 0.028464 0.0362 0.0378 0.0049 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.039372 1.083791 5.258474 6.573356 6.193718 5.857920 4.548163 -1.560772 0.3227 0.3195 -0.3201 1.743205 1.756079
2459707 RF_maintenance 0.00% 0.76% 0.76% 99.24% 100.00% 0.00% 1.286178 1.167807 -0.335543 -0.606249 -1.304329 -1.242887 -3.553602 -2.890633 0.5098 0.5373 -0.2135 5.032570 4.729396
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.001978 3.242514 3.589237 6.378117 2.972781 0.774634 4.162188 1.053391 0.0355 0.0356 0.0035 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.003300 2.837649 5.005258 8.195121 87.039266 112.852267 53.148883 40.367684 0.0483 0.0599 0.0096 nan nan
2459702 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.797937 1.321105 4.607330 5.939078 3.802187 5.753726 4.284176 -1.394333 0.1159 0.1190 -0.0127 10.009994 9.965598
2459701 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.699334 1.412810 1.770868 2.454265 3.346077 6.216944 2.669445 -1.149129 0.1188 0.1221 -0.0123 1.311768 1.308557
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1382.342989 1382.342989 1250.044711 1250.044711 1018.039897 1018.039897 2712.834532 2712.834532 1.0000 1.0000 0.0000 12973.741699 12973.741699
2459696 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 538.239373 538.239373 486.222938 486.222938 499.034854 499.034854 1993.457684 1993.457684 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 462.064955 462.064955 463.999866 463.999866 457.417049 457.417049 1490.684173 1490.684173 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 90.81% 85.40% 9.19% 100.00% 0.00% 17.347867 2.461737 69.591415 6.267261 16.360800 7.455971 4.457832 -1.939340 0.1241 0.3038 -0.0635 1.803472 3.901159
2459693 RF_maintenance 100.00% 67.74% 8.60% 29.57% 100.00% 0.00% 10.851447 1.437707 67.120086 9.958695 27.284009 7.548390 24.342387 10.811021 0.3018 0.4904 0.0083 2.842575 9.753036
2459692 RF_maintenance 100.00% 67.20% 0.00% 10.75% 100.00% 0.00% 10.742648 3.060437 36.190765 4.862553 17.143047 2.509502 14.363565 6.033470 0.3446 0.5663 0.0391 2.783799 8.591317
2459691 RF_maintenance 100.00% 69.89% 100.00% 0.00% 100.00% 0.00% -0.216826 22.464130 0.843518 69.243104 3.009046 7.856495 0.471955 7.379234 0.3641 0.0512 0.1462 8.035176 1.570766
2459690 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.091904 21.946934 0.671850 73.558436 3.218384 11.378919 -0.509489 10.295597 0.3311 0.0642 0.1245 9.079448 1.293588
2459689 RF_maintenance 100.00% - - - - - -0.088345 25.861868 3.061540 50.440758 nan nan -10.619603 -10.340121 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 2.115110 1.207952
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 RF_maintenance 100.00% 91.40% 100.00% 0.00% 100.00% 0.00% -0.785438 20.649809 -0.122936 49.202117 2.236690 9.481110 -0.563586 0.405792 0.3391 0.0545 0.1250 2.914052 1.182341
2459685 RF_maintenance 100.00% 94.09% 100.00% 0.00% 100.00% 0.00% -0.472527 22.975940 -0.364941 48.113499 4.167487 9.216477 0.228772 0.503720 0.3386 0.0609 0.1214 3.032777 1.218455
2459684 RF_maintenance 100.00% 91.40% 100.00% 0.00% 100.00% 0.00% -0.532907 22.681140 0.381028 60.730634 1.618589 6.048444 -1.052705 0.690249 0.3385 0.0595 0.1182 3.936563 1.233475
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.656084 25.680728 68.624885 72.679372 17.072060 18.473992 3.429854 4.406632 0.0304 0.0299 0.0012 1.189582 1.184774
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.370900 23.837221 57.284786 60.559669 23.744086 22.319221 2.948091 3.836239 0.0304 0.0296 0.0014 1.213509 1.218495
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.743528 25.956895 59.336702 62.893886 15.673855 15.124315 2.530245 3.154904 0.0303 0.0290 0.0011 1.187831 1.185858
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.699452 29.408600 80.524274 84.587362 30.147444 30.597176 4.433055 5.300190 0.0304 0.0285 0.0009 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.535431 21.982906 59.203564 62.866129 10.728773 9.811817 0.726744 0.901152 0.0306 0.0284 0.0009 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.327382 28.363781 60.973147 63.749590 33.486795 36.849975 13.678785 11.199758 0.0305 0.0292 0.0009 1.365134 1.362821
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% - - 12.117907 12.004195 17.446599 11.924560 1.566961 1.200740 0.000143 5.740876 0.0540 0.0865 0.0149 nan nan
2459668 RF_maintenance 100.00% 56.76% 100.00% 0.00% 100.00% 0.00% 6.340455 25.949858 15.105162 86.286939 21.598177 31.427737 21.910417 26.830732 0.3883 0.1098 0.1336 2.991466 1.304400
2459665 RF_maintenance 100.00% 80.96% 100.00% 0.00% 100.00% 0.00% 6.515038 27.715014 14.550972 65.033321 7.797202 18.552404 -5.460617 9.007725 0.3620 0.0786 0.0890 6.828745 1.327409
2459664 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.358013 3.090961 -0.541338 1.321089 -0.788907 -0.787619 0.374140 0.341727 0.0374 0.0328 0.0032 nan nan
2459663 RF_maintenance 100.00% 88.65% 100.00% 0.00% 100.00% 0.00% 0.112317 31.809508 -0.942888 125.814329 5.212994 54.137531 0.217060 7.751531 0.3300 0.0671 0.1076 2.543099 1.171900
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.112526 12.663808 -0.715795 9.866996 4.770927 1.441081 0.397856 5.986715 0.0416 0.0590 0.0120 nan nan
2459661 RF_maintenance 100.00% 48.11% 100.00% 0.00% 100.00% 0.00% 13.745279 26.947332 1.820979 96.312506 8.778392 28.520343 7.106142 14.241041 0.4179 0.0716 0.1717 4.543528 1.245644
2459660 RF_maintenance 100.00% 53.81% 100.00% 0.00% 100.00% 0.00% 22.353839 21.475157 3.881787 86.055781 21.067138 31.822035 5.561369 5.319932 0.4118 0.0593 0.1777 7.376726 1.265448
2459659 RF_maintenance 100.00% 83.20% 100.00% 0.00% 100.00% 0.00% 26.140128 24.753984 3.145433 72.159359 24.140004 32.543365 2.701434 8.933946 0.3638 0.0608 0.1341 4.654675 1.236277
2459658 RF_maintenance 100.00% 83.35% 100.00% 0.00% 100.00% 0.00% -0.509676 25.080972 -1.025663 62.010563 1.841884 22.348865 0.754689 9.957786 0.3486 0.0660 0.0906 3.757765 1.248719
2459657 RF_maintenance 100.00% 68.65% 100.00% 0.00% 100.00% 0.00% 17.223540 27.663263 1.440575 79.537751 11.191482 29.812046 7.615351 9.548699 0.3699 0.0621 0.1252 3.558783 1.220220
2459656 RF_maintenance 100.00% 89.68% 100.00% 0.00% 100.00% 0.00% 41.398311 27.354885 3.660015 58.582836 6.700235 28.692567 2.399038 7.768439 0.3488 0.0507 0.1511 4.166620 1.196211
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.927160 15.176181 -0.332606 11.322165 -0.562986 0.901854 -0.004498 3.995768 0.0421 0.0616 0.0188 nan nan
2459653 RF_maintenance 100.00% 98.38% 100.00% 0.00% 100.00% 0.00% 23.112301 28.596919 1.782277 61.797901 16.724597 29.757257 2.665906 2.371597 0.3381 0.0588 0.1079 3.681027 1.210883
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.544424 35.350579 -1.306529 83.799100 4.211558 30.347894 -0.566270 3.912281 0.1033 0.0383 0.0283 1.195977 1.162160
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.661124 38.430760 -0.797223 90.629571 2.369413 13.232088 6.214109 16.860969 0.1188 0.0537 0.0387 1.270258 1.177376
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.095784 27.463473 -0.992006 78.727362 2.418141 24.259848 5.843353 21.096197 0.1025 0.0404 0.0283 1.194258 1.157598
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.925927 24.965752 1.571899 62.752988 20.587337 29.767245 3.346782 6.800700 0.1137 0.0397 0.0357 1.199019 1.163414
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% -0.505768 -0.505768 -0.481962 -0.481962 1.137454 1.137454 0.935221 0.935221 0.2084 0.2084 0.0000 0.077640 0.077640
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.720295 21.317959 -0.624692 71.875780 9.483312 25.666304 10.230965 4.749805 0.2959 0.1968 0.0381 3.036135 1.921225
2459645 RF_maintenance 100.00% 41.62% 57.30% 0.00% 100.00% 0.00% 0.222493 20.885159 -0.287559 77.274189 5.053459 22.905357 11.037635 12.180590 0.4951 0.4007 0.1238 6.293605 3.073606
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.731901 25.306915 3.485075 92.671191 25.150903 31.379071 6.786662 3.895610 0.2906 0.1457 0.0560 4.636703 1.614464
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4665 0.4611 0.0055 nan nan
2459640 RF_maintenance 100.00% 95.68% 100.00% 0.00% 100.00% 0.00% 18.016735 26.976449 1.290662 75.488988 23.258265 30.694067 2.336031 2.287463 0.2960 0.1667 0.0611 4.826386 1.809885
2459639 RF_maintenance 100.00% 90.82% 95.68% 0.00% 100.00% 0.00% -0.126503 19.291912 -0.937399 71.533170 5.376773 24.050167 0.434054 2.613787 0.3117 0.2102 0.0524 3.396745 1.822641
2459638 RF_maintenance - 22.69% 64.29% 0.00% - - nan nan nan nan nan nan nan nan 0.5041 0.3654 0.1426 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.362478 20.166413 -0.892696 85.560405 4.921290 30.771328 0.370321 2.380881 0.2760 0.1783 0.0449 2.581207 1.759689
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.343061 20.953808 -0.750135 82.852244 2.058148 24.029390 0.378610 0.424125 0.2731 0.1726 0.0511 2.792769 1.819698
2459635 RF_maintenance 100.00% 97.84% 100.00% 0.00% 100.00% 0.00% 46.133618 27.464080 6.506789 80.194471 11.224670 33.541460 2.209128 1.118012 0.2960 0.1282 0.0831 8.394897 1.605296
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.161609 1.161609 1.164844 1.164844 0.915630 0.915630 0.911139 0.911139 1.0000 1.0000 0.0000 0.089007 0.089007
2459633 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
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.506559 24.807568 6.475340 78.127972 4.242213 26.317784 1.216683 1.353493 0.2837 0.0517 0.0952 7.654436 1.221892
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.782362 29.770970 6.962631 86.852788 8.259452 33.457660 3.017695 3.072391 0.2985 0.0540 0.1015 6.344678 1.235310
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.656908 33.081374 5.563276 77.559472 20.044532 43.131771 6.738305 4.038141 0.2923 0.0578 0.1033 6.974551 1.276470
2459629 RF_maintenance 100.00% 88.65% 100.00% 0.00% 100.00% 0.00% 0.522654 29.105668 -0.058156 88.659166 2.992199 34.345206 -0.320331 4.587754 0.3122 0.0542 0.1261 3.252823 1.240020
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.799161 23.667256 2.702803 71.981012 16.183460 29.894181 2.739936 3.688009 0.2784 0.0505 0.0840 5.225945 1.210070
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.149757 1.149757 1.153665 1.153665 1.292208 1.292208 1.272549 1.272549 1.0000 1.0000 0.0000 0.065949 0.065949
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.900530 24.107722 -0.254672 67.023094 5.937791 34.296362 0.281309 6.089305 0.2987 0.0629 0.0826 3.334682 1.197828
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.689818 24.141225 4.285275 73.846390 21.221497 37.885778 1.101468 1.600680 0.2937 0.0535 0.1051 4.377853 1.227227
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.741060 27.589912 0.014327 67.380290 7.196025 46.693984 -0.787916 4.396774 0.2747 0.0565 0.0859 2.546893 1.241859
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 41.765972 26.285153 9.312895 129.055893 10.121103 23.878391 5.226377 2.247656 0.2766 0.0437 0.0765 46.178314 1.762926
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 38.910515 26.943381 5.233764 80.713809 20.775238 29.085916 8.247008 9.628985 nan nan nan 20.011480 3.305502
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.839683 13.323056 -0.766008 12.604622 -0.960616 2.617015 0.701092 5.438397 0.0389 0.0458 0.0145 nan nan
2459619 RF_maintenance 100.00% 96.76% 100.00% 0.00% 100.00% 0.00% -0.106732 21.644218 -0.419392 74.948300 9.361394 38.208688 -0.812266 1.128733 0.2858 0.0410 0.0340 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.600305 26.337430 5.218675 82.731918 18.853378 38.455788 3.266171 3.701379 0.2810 0.0409 0.0543 7.078573 1.283240
2459617 RF_maintenance 100.00% 98.38% 100.00% 0.00% 100.00% 0.00% 3.944181 22.108094 -0.385827 73.519465 8.206652 39.138769 1.317782 5.623586 0.2782 0.0437 0.0450 0.000000 0.000000
2459616 RF_maintenance 100.00% 93.52% 100.00% 0.00% 100.00% 0.00% 37.475605 23.021215 8.861140 112.636713 10.932983 43.910204 0.967824 2.455259 0.3090 0.0407 0.0566 9.847016 1.460570
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.413974 25.505112 5.339617 71.050916 5.741394 30.360449 1.485954 2.504818 0.2794 0.0429 0.0672 8.372799 1.641029
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.215431 26.499842 -0.678456 78.101991 7.150234 29.525052 0.762411 2.375484 0.2641 0.0451 0.0480 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% 96.76% 100.00% 0.00% 100.00% 0.00% 0.458218 18.702942 -0.946680 79.662914 38.970434 52.018828 23.094934 53.269003 0.1653 0.0427 0.0423 0.000000 0.000000
2459611 RF_maintenance 100.00% 89.36% 100.00% 0.00% 100.00% 0.00% 7.178456 21.957415 -0.037483 57.083336 11.351046 31.338672 1.513801 10.565771 0.3153 0.0496 0.1007 4.206672 1.245195
2459610 RF_maintenance 100.00% 64.88% 100.00% 0.00% 100.00% 0.00% 2.427723 24.850619 -0.524412 74.110013 5.081447 34.395033 4.133075 22.706002 0.4161 0.0625 0.1736 5.267477 1.255280
2459609 RF_maintenance 100.00% 77.30% 100.00% 0.00% 100.00% 0.00% 45.398784 26.415464 7.353734 91.986175 5.499229 31.234445 4.224428 15.679643 0.3674 0.0504 0.1676 5.025411 1.320760
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.646741 22.054359 8.323203 105.539521 10.771585 36.873670 11.478713 8.128583 0.3006 0.0446 0.0837 5.835256 1.290215
2459607 RF_maintenance 100.00% 97.30% 97.84% 0.00% 100.00% 0.00% 25.534574 11.765198 4.768046 24.624123 5.590597 38.840102 2.871669 -2.318034 0.1788 0.0433 0.0540 8.195648 1.264143
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.451533 -0.351376 -0.119562 0.021018 0.185906 -1.017038 1.953386 -0.113309 0.0315 0.0301 0.0033 nan nan
2459604 RF_maintenance 100.00% 71.91% 100.00% 0.00% 100.00% 0.00% 1.175778 25.950060 -0.684929 89.012538 14.621037 44.706271 7.279641 23.500937 0.4010 0.0605 0.1520 3.407113 1.199194
2459603 RF_maintenance 100.00% 27.57% 100.00% 0.00% 100.00% 0.00% 18.963524 20.463751 4.178172 89.658979 10.992617 12.875440 1.108800 3.095934 0.5090 0.0579 0.2425 7.805824 1.270039
2459602 RF_maintenance 100.00% 84.33% 100.00% 0.00% 100.00% 0.00% 40.560475 22.635329 10.505342 107.463265 4.619146 26.198753 2.501970 11.915561 0.3369 0.0483 0.1285 5.680376 1.218912
2459598 RF_maintenance 100.00% 94.59% 100.00% 0.00% 100.00% 0.00% 23.049200 22.214717 3.700595 84.055639 19.453997 36.704795 17.898056 7.568969 0.3002 0.0571 0.0957 4.367488 1.296360
2459597 RF_maintenance 100.00% 86.49% 100.00% 0.00% 100.00% 0.00% 3.028328 21.737931 -0.018676 94.557140 6.624773 30.474153 1.139459 8.938626 0.3486 0.0593 0.1007 3.108230 1.219884
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 308.285857 318.288892 inf inf 40.862346 61.157591 279.029379 595.032468 nan nan nan 0.000000 0.000000
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 382.036236 396.446641 inf inf 24.299494 31.090654 80.906315 172.783322 nan nan nan 0.000000 0.000000
2459594 RF_maintenance 100.00% 12.97% 100.00% 0.00% 100.00% 0.00% 1.378939 11.722821 0.372146 81.897449 16.515160 27.272175 9.815520 30.873551 0.5563 0.0776 0.2608 7.552645 1.229848
2459593 RF_maintenance 100.00% 51.38% 100.00% 0.00% 100.00% 0.00% 7.336283 19.146878 0.662524 86.572841 11.624808 37.867260 6.693688 11.573720 0.4827 0.0682 0.2337 4.584119 1.218828
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.287071 1.378692 -0.672283 8.015771 0.433089 1.491677 1.687949 0.310718 0.0354 0.0330 0.0072 nan nan
2459591 RF_maintenance 100.00% 91.35% 100.00% 0.00% 100.00% 0.00% 39.312773 21.760810 7.852676 100.623600 12.201321 32.479000 4.965328 2.170666 0.3188 0.0509 0.1265 9.969322 1.234200
2459590 RF_maintenance 100.00% 97.30% 100.00% 0.00% 100.00% 0.00% 26.497523 25.334703 3.690907 93.743379 15.173037 34.974526 5.010269 3.905712 0.3078 0.0574 0.0970 4.221945 1.245837
2459589 RF_maintenance 100.00% 56.73% 100.00% 0.00% 100.00% 0.00% 4.384154 23.049977 -0.200154 86.880233 7.051587 22.068016 5.449882 16.967532 0.4520 0.0751 0.1752 3.844819 1.215580
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 194.373067 223.882253 inf inf 27.128322 26.913538 77.138415 17.974200 nan nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 9.793991 22.937823 3.228911 135.735987 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 3.516702 1.146800
2459586 RF_maintenance 100.00% 77.84% 100.00% 0.00% 100.00% 0.00% 11.422477 20.523360 -0.162956 32.658232 9.704209 11.501380 0.959296 6.564874 0.3408 0.0566 0.1175 6.142557 1.246359
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.597424 25.451239 -1.167380 11.197068 -0.892083 10.169081 1.242195 4.741655 0.0452 0.0344 0.0042 0.000000 0.000000
2459584 RF_maintenance 100.00% 89.80% 100.00% 0.00% 100.00% 0.00% 53.636082 26.185032 8.660800 116.219287 13.207510 18.749041 27.147220 32.719770 0.3028 0.0435 0.0970 2.362369 0.954143
2459583 RF_maintenance 100.00% 89.14% 100.00% 0.00% 100.00% 0.00% 41.782555 19.473466 2.076171 36.043644 4.619789 23.447923 0.947878 0.219426 0.3368 0.0514 0.1226 9.351891 1.183092
2459582 RF_maintenance 100.00% 88.65% 100.00% 0.00% 100.00% 0.00% 35.767078 16.803595 1.759398 32.746671 7.558176 28.420366 0.781667 0.343983 0.3144 0.0437 0.1264 12.579096 1.179137
2459581 RF_maintenance 100.00% 88.65% 100.00% 0.00% 100.00% 0.00% 49.416481 23.309760 1.885354 36.946487 9.747974 22.951372 26.393737 0.364153 0.3345 0.0527 0.1020 5.238741 1.213385
2459580 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
2459579 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
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.110069 1.724199 -0.505883 3.007688 0.549826 0.478090 2.639501 1.461547 0.0360 0.0365 0.0083 nan nan
2459577 RF_maintenance 100.00% 95.24% 100.00% 0.00% 100.00% 0.00% 6.019343 22.619205 0.030350 34.555098 3.308030 24.862870 0.384119 0.375362 0.3148 0.0509 0.0731 2.885035 1.211779
2459576 RF_maintenance 100.00% 91.84% 100.00% 0.00% 100.00% 0.00% 0.725793 17.393104 0.050293 27.705956 2.727400 22.003993 0.839498 1.041000 0.3257 0.0544 0.0591 4.676141 1.268380
2459575 RF_maintenance 100.00% 45.92% 100.00% 0.00% 100.00% 0.00% 8.029280 18.456001 0.111547 27.519095 5.465696 17.054124 2.952602 6.040079 0.4350 0.0661 0.1659 3.488611 1.196501
2459574 RF_maintenance 100.00% 83.33% 100.00% 0.00% 100.00% 0.00% 1.632199 16.406255 -0.056595 26.329399 2.683900 24.311538 -0.093254 0.648443 0.3286 0.0500 0.0613 3.401470 1.205053
2459573 RF_maintenance 100.00% 84.91% 100.00% 0.00% 100.00% 0.00% 32.648589 16.893020 2.226252 45.291770 6.479513 28.288474 -0.405241 1.383965 0.3431 0.0485 0.0987 7.613669 0.824416
2459572 RF_maintenance 100.00% 94.05% 100.00% 0.00% 100.00% 0.00% 25.506483 17.012898 0.579620 26.487117 17.497801 17.989520 1.222141 2.501735 0.3277 0.0525 0.0818 11.085203 1.247497
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.165407 1.389781 -0.332559 3.091250 -0.752461 0.556586 -0.486902 1.403117 0.0367 0.0381 0.0080 nan nan
2459570 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
2459569 RF_maintenance 100.00% 42.75% 53.46% 0.00% 100.00% 0.00% 4.366973 1.578930 -0.163116 3.058083 2.771978 95.955233 2.810030 13.753406 0.5530 0.4455 0.0981 6.037722 1.228782
2459566 RF_maintenance 100.00% 87.03% 0.00% 0.00% 100.00% 0.00% 17.206943 0.056080 0.557627 4.254126 17.572285 4.421214 4.450117 0.742316 0.3105 0.6298 0.2826 2.870283 3.049395
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.185954 -1.185954 -1.077553 -1.077553 -0.891166 -0.891166 -0.958079 -0.958079 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 84.44% 0.00% 0.00% 100.00% 0.00% 11.645454 3.106000 0.679307 3.307221 1.832257 0.325131 1.579354 -1.210313 0.3460 0.6252 0.2462 4.914416 2.714442
2459563 RF_maintenance 100.00% 86.44% 0.00% 0.00% 100.00% 0.00% 15.159610 7.181805 19.160525 25.033079 12.961780 16.421702 1.639475 -1.465907 0.3264 0.6172 0.2537 6.224217 2.026718
2459562 RF_maintenance 100.00% 84.91% 0.00% 0.00% 100.00% 0.00% 11.205418 1.953474 -0.251907 1.224425 0.874428 0.258640 0.535294 -0.986483 0.3492 0.6274 0.2459 5.367073 2.817059
2459561 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 8.181968 2.649203 1.081195 1.690628 0.618355 0.639545 -1.565920 -1.971745 0.3489 0.3260 -0.2109 4.916019 2.537194
2459560 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 7.427481 2.265004 0.675117 1.503065 0.539697 0.881980 -1.194420 -1.833334 0.3150 0.2911 -0.2122 5.262072 2.448248
2459559 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 7.361394 2.962724 1.309494 2.008197 1.538670 1.243411 -0.875986 -1.567851 0.3416 0.3289 -0.2075 2.902255 2.248930
2459558 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 10.369405 7.432246 12.264505 12.851745 13.932301 16.825406 -0.912283 -1.590795 0.3355 0.3137 -0.2077 2.849199 2.402739
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0591 0.0677 0.0313 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 5.728993 8.027124 13.501602 13.380231 17.937870 15.468990 -2.992922 -2.221493 0.3112 0.3232 -0.2574 2.423022 2.555839
2459554 RF_maintenance - 0.00% 0.00% 100.00% - - nan nan nan nan nan nan nan nan 0.2840 0.2934 -0.2811 nan nan
2459553 RF_maintenance - 0.00% 0.00% 100.00% - - nan nan nan nan nan nan nan nan 0.2990 0.3057 -0.2792 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 13.081431 8.917128 16.483771 18.439033 22.419647 23.294811 1.350967 0.094557 0.3467 0.3291 -0.2077 0.000000 0.000000
2459551 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 8.061740 2.466171 0.997594 1.846219 0.957110 1.205685 -1.425636 -2.057119 0.3484 0.3255 -0.1946 4.720169 2.342408
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0569 0.0525 0.0125 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 12.519705 7.289491 11.776825 13.514391 15.551858 16.225565 -1.944110 -2.384700 0.3457 0.3214 -0.2033 3.485587 2.748578
2459542 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 9.369984 7.280111 25.256537 26.663871 1.297067 1.506166 -0.643516 -1.649507 0.4193 0.4065 -0.2074 2.380212 2.214975
2459541 RF_maintenance 100.00% 1.34% 1.79% 97.76% 100.00% 0.00% 5.959409 6.300404 16.581626 15.844731 10.281307 13.008166 4.332282 4.417913 0.4144 0.4183 -0.2273 2.298003 2.416803
2459540 RF_maintenance 100.00% 0.00% 0.00% 97.32% 100.00% 0.00% 11.384110 3.280018 2.511061 2.841216 1.954157 2.814980 -0.312226 -0.460856 0.4294 0.4153 -0.1769 3.760686 2.325150
2459536 RF_maintenance 100.00% 37.06% 37.06% 62.94% 100.00% 0.00% 16.847349 11.585796 19.880332 22.060442 21.351556 22.762257 -1.754820 -3.162927 0.2548 0.2437 -0.1324 4.478654 2.029218
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.031593 2.497978 2.024662 2.374089 0.471694 5.305269 -0.941984 1.058817 0.0836 0.0776 -0.0047 1.201170 1.202954
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.432375 2.032361 1.113830 1.502876 0.888256 2.091568 -0.193606 -0.982992 0.1019 0.0984 -0.0045 1.164993 1.164975
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.091563 7.589901 12.449019 13.248219 13.181284 14.611811 -1.824738 -2.139875 0.0901 0.0955 -0.0056 1.205107 1.205591
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.927081 8.911554 16.180482 17.039104 16.668785 18.440557 -0.096398 -1.971792 0.0907 0.0903 -0.0074 1.077371 1.074841
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.834312 2.289326 0.942208 1.312633 1.127107 1.356848 0.601466 -0.649128 0.1034 0.0995 -0.0082 1.156142 1.157590
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% 100.00% 100.00% 0.00% 17.115511 8.315736 12.857829 13.855691 29.805433 22.098357 -0.683611 -1.369694 0.6958 0.6648 -0.1942 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 19.966430 9.567161 17.871285 20.126740 9.198219 25.274118 -5.307838 -5.239825 nan nan nan 7.694418 4.801036
2459522 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 10.429611 6.813571 16.633896 16.795160 5.071322 20.188847 -1.890287 -2.240943 0.4238 0.4124 -0.1966 3.090718 2.932689
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.465445 5.250571 10.151987 9.125050 -1.383562 4.443389 -0.177602 -0.664122 0.0455 0.0400 0.0073 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.558453 8.565822 10.398726 10.803280 13.099817 9.644275 10.062501 13.089030 0.1048 0.1018 -0.0036 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 82.521615 90.105604 112.028293 107.901186 112.123160 103.759753 781.549815 566.511769 0.0067 0.0068 0.0043 1.059834 1.063692

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 71: 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
71 N04 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 71: 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
71 N04 digital_ok ee Shape 0.536641 0.030501 0.536641 -0.300002 -0.766810 -1.717891 0.307403 -1.052270 -0.550133

Antenna 71: 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
71 N04 digital_ok ee Shape 0.341457 -1.245941 0.341457 -0.395683 -0.413712 -1.214594 -0.499627 0.240641 -0.407882

Antenna 71: 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
71 N04 digital_ok ee Shape 0.044016 -1.171957 0.044016 -0.895242 -0.925492 -0.866478 -0.088235 0.029739 -0.329409

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 1.138500 0.391642 -0.438269 -1.076462 -1.017446 0.015551 1.138500 -0.437033 0.251243

Antenna 71: 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
71 N04 digital_ok ee Shape -0.016346 -0.016346 -1.131937 -0.883806 -0.547353 -0.362629 -0.705428 -0.417889 -0.081748

Antenna 71: 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
71 N04 digital_ok ee Shape 0.307226 -0.952171 0.307226 -0.438875 -0.736792 -0.957664 -0.754094 -0.748100 -0.819622

Antenna 71: 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
71 N04 digital_ok ee Shape 0.287768 0.287768 -1.543940 -0.500226 -0.285812 -0.259476 -0.995478 -0.752309 -0.511195

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 0.458940 -1.260036 0.013333 -0.516446 -0.833408 -0.941876 -0.537223 0.458940 -0.473694

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 0.677785 -1.169878 0.330403 -0.554021 -0.585947 -0.939583 -0.339047 0.677785 -0.283950

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties -0.133626 -1.258737 -0.139147 -0.750695 -0.606426 -0.723804 -0.586313 -0.133626 -0.137014

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 0.670908 -0.618808 0.409360 -0.248316 -0.913994 -0.725146 0.670908 -0.714426 -0.713827

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 3.370952 -0.009600 -0.894806 -0.261636 -0.407952 -0.508662 -0.247950 0.286076 3.370952

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties -0.122786 -1.236437 -0.245620 -0.184577 -0.687520 -0.331187 -0.674118 -0.122786 -0.280555

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 1401.328083 47.143788 60.751338 132.455500 136.076861 36.837444 29.789083 1258.155115 1401.328083

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 1686.633021 85.949133 53.009135 126.526951 109.828231 34.810677 24.337602 1686.633021 1216.425098

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 3164.875137 50.224093 75.348594 108.417950 125.440008 32.570400 57.863881 1828.509010 3164.875137

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 0.776058 -0.739482 -0.327693 -0.967183 -1.177453 -1.168766 -1.485756 -0.381079 0.776058

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 0.708480 -0.341912 -0.922739 -0.973492 -0.140158 -0.101750 -0.311665 -0.014948 0.708480

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties 1.049780 -0.249309 -1.183674 -0.789111 0.066251 0.776873 -0.176961 1.049780 -0.609372

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 1.428146 -1.171040 0.021318 0.513706 -0.677951 1.428146 0.197434 -0.865489 -0.537709

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 1.160991 -1.133430 0.357173 0.106202 0.457884 1.160991 -0.123717 -0.284186 0.336296

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 1.059865 -1.001771 0.302134 0.267222 0.669097 1.059865 -0.462342 0.539054 0.129569

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 0.830468 0.569659 -1.020748 0.443858 0.166554 -0.318456 0.830468 0.339206 0.191770

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 2.467684 -1.244505 0.329801 -0.006550 -0.761881 0.034415 0.594703 2.467684 1.013232

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 1.444694 -0.744828 -0.037272 0.116681 -0.966144 0.115661 0.038102 1.444694 0.062743

Antenna 71: 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
71 N04 digital_ok nn Power 1.202047 0.625972 -1.169729 -0.652826 1.202047 -0.401096 0.829742 0.089955 0.674622

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 0.078512 -0.907079 -0.090209 -0.252728 -0.823077 -0.591275 -0.835450 0.078512 -0.559865

Antenna 71: 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
71 N04 digital_ok ee Power -0.205864 -0.926367 -0.511577 -0.250697 -0.205864 -0.828073 -0.800733 -0.280424 -0.561331

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 0.206447 -0.751275 -0.938043 -0.674986 -0.806986 -0.704743 0.206447 -0.507686 -0.268809

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 0.915883 -0.845664 -0.585315 -0.353250 -0.496337 -0.662599 -1.003222 0.915883 -0.289619

Antenna 71: 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
71 N04 digital_ok ee Shape 0.767640 0.767640 -0.012869 -0.840283 -0.007644 0.764206 0.462932 -0.627002 -0.025148

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 11.017283 5.103292 0.118100 10.235153 -0.860409 11.017283 -0.230996 -3.247602 0.044216

Antenna 71: 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
71 N04 digital_ok nn Power 1.904214 -0.501609 1.539586 -0.821035 1.904214 -1.244048 1.237385 -0.219971 -2.257637

Antenna 71: 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
71 N04 digital_ok nn Power 1.883631 1.448266 -0.349587 1.883631 -0.606088 1.017496 -0.689574 -1.763095 -0.304556

Antenna 71: 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
71 N04 digital_ok nn Power 7.437169 4.635174 0.242373 7.437169 -0.634670 6.920437 -0.629559 -2.584630 0.509850

Antenna 71: 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
71 N04 digital_ok nn Power 9.610199 5.415335 0.194660 9.610199 -0.849984 8.697235 -0.270228 -2.162057 0.625581

Antenna 71: 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
71 N04 digital_ok nn Power 10.412491 0.094412 5.673222 -0.754378 10.412491 0.043437 7.977224 0.386793 -3.689281

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties -0.098624 -0.247322 -0.258196 -0.262226 -0.256098 -0.866098 -0.766401 -0.098624 -1.099550

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties 0.592186 -0.233926 -0.509865 -0.393138 -0.584642 -0.934742 -1.090799 -0.620592 0.592186

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 6.298372 2.055105 2.140241 5.751570 4.598169 1.826666 6.298372 -0.474017 2.627556

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 3.596115 0.581560 0.756157 1.035106 1.667624 3.596115 0.874407 2.323661 -0.154294

Antenna 71: 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
71 N04 digital_ok nn Power 3.481834 1.119959 1.639885 3.481834 2.633230 1.472699 2.144439 -2.289937 1.928534

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 9.513967 2.363530 2.065361 4.278747 4.507924 9.513967 3.686993 3.620792 -2.394925

Antenna 71: 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
71 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 1.864297 0.890600 0.275106 1.090434 0.842862 1.864297 0.065138 0.888723 -1.117393

Antenna 71: 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
71 N04 digital_ok nn Power 0.979605 0.021074 0.111105 0.979605 0.712990 0.224456 0.921911 -0.843692 0.720153

Antenna 71: 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
71 N04 digital_ok nn Temporal Discontinuties 2.685275 1.061039 0.362154 0.374728 0.255227 2.592254 1.170343 1.688219 2.685275

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 1.697812 0.909652 0.290606 0.552573 0.159342 1.697812 0.508473 -0.236095 -1.090622

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 1.482752 0.573434 1.150405 0.399902 0.660708 1.032849 1.482752 0.147636 0.756161

Antenna 71: 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
71 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 7.048551 2.360018 0.919281 4.137602 4.665114 7.048551 5.541222 0.374445 -0.614958

Antenna 71: 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
71 N04 digital_ok ee Shape 1.330175 1.330175 0.366672 0.226789 0.033579 0.928362 0.352898 0.390633 -1.423400

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 2.235509 1.802966 0.610933 1.984184 1.879597 2.235509 1.240047 0.968562 -1.618452

Antenna 71: 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
71 N04 digital_ok nn Power 4.580855 2.296410 2.834172 3.842813 4.580855 1.868810 0.765799 2.732547 0.569854

Antenna 71: 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
71 N04 Not Found nn Power 7.199521 5.826307 4.362021 7.199521 5.570037 2.665469 1.140254 0.985717 5.894966

Antenna 71: 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
71 N04 digital_ok ee Shape 1.609335 0.669721 1.609335 -0.195781 0.198204 0.594331 0.817229 -1.207107 0.357095

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties 6.111998 3.078258 3.672954 3.501543 5.038295 2.951610 2.941850 6.111998 3.069403

Antenna 71: 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
71 N04 digital_ok nn Power 8.739349 1.851012 1.108574 6.620869 8.739349 7.083864 5.634545 2.311756 -1.188059

Antenna 71: 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
71 N04 digital_ok nn Power 6.973439 3.133924 4.466216 4.418230 6.973439 1.150294 0.951696 4.308505 0.990923

Antenna 71: 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
71 N04 digital_ok nn Power 10.232537 8.157496 5.112964 10.232537 7.112463 1.933223 4.492425 1.932998 5.709867

Antenna 71: 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
71 N04 digital_ok nn Power 9.461505 3.304784 4.232083 6.835561 9.461505 3.743984 3.749278 8.532183 2.770018

Antenna 71: 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
71 N04 digital_ok nn Power 6.849056 4.042962 2.348514 6.470843 6.849056 4.678537 4.346619 3.709870 -0.237414

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 1.347215 -0.287213 0.516635 1.196254 1.044274 0.842816 1.347215 -0.569273 0.702579

Antenna 71: 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
71 N04 digital_ok nn Power 5.083382 3.460659 2.425758 5.083382 3.770168 0.782018 0.971660 1.402212 3.936627

Antenna 71: 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
71 N04 digital_ok nn Power 5.071858 2.947231 2.158460 5.071858 3.893609 4.852005 3.111376 2.017137 4.081629

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 7.808260 3.396502 2.973645 5.011988 4.507175 7.808260 3.402947 2.185504 4.239567

Antenna 71: 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
71 N04 digital_ok nn Temporal Variability 13.399572 2.940904 4.389172 3.955883 5.173170 13.399572 3.444993 0.318059 1.603545

Antenna 71: 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
71 N04 digital_ok nn Power 4.839123 2.027407 2.609625 4.032600 4.839123 3.248346 4.689624 3.691468 1.641316

Antenna 71: 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
71 N04 digital_ok nn Power 5.337175 2.535606 1.315684 5.337175 3.488614 -0.136457 1.257938 0.043255 1.985562

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties 4.621548 1.813273 1.004300 4.044488 2.780782 1.791851 3.047580 2.809057 4.621548

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties 5.477251 2.815432 2.027420 4.758606 3.416984 0.855638 2.256991 1.387022 5.477251

Antenna 71: 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
71 N04 digital_ok nn Power 4.212036 2.097216 1.245995 4.212036 3.049877 -0.073623 1.887095 0.459025 2.623943

Antenna 71: 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
71 N04 digital_ok nn Power 6.014997 2.339333 1.145328 4.322127 6.014997 5.642029 4.713393 3.033851 -0.465452

Antenna 71: 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
71 N04 digital_ok nn Power 4.848170 0.997523 1.835793 3.352838 4.848170 0.877377 2.449589 0.828670 -0.062991

Antenna 71: 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
71 N04 digital_ok ee Temporal Discontinuties 4.224010 2.134774 1.251225 4.143226 2.916984 0.187563 2.247836 1.279138 4.224010

Antenna 71: 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
71 N04 digital_ok nn Power 5.221353 1.839384 2.922287 3.587390 5.221353 1.316568 3.920943 4.471005 1.354392

Antenna 71: 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
71 N04 digital_ok nn Power 3.858804 1.882133 2.873467 2.503476 3.858804 2.590799 1.334661 3.689076 0.896615

Antenna 71: 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
71 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 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
71 N04 digital_ok ee Temporal Variability 6.637272 2.022057 0.814222 4.980315 6.409433 6.637272 5.583647 2.185047 -1.381312

Antenna 71: 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
71 N04 digital_ok nn Power 5.071080 3.240936 1.925995 5.071080 3.281036 0.707338 3.361283 1.435887 3.945787

Antenna 71: 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
71 N04 digital_ok nn Power 7.434309 2.240771 1.178100 7.434309 4.299062 6.371284 3.420337 -0.892909 0.297405

Antenna 71: 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
71 N04 digital_ok nn Power 2.497116 1.359475 0.636213 2.497116 1.429550 -0.129972 1.315200 -0.407565 0.487934

Antenna 71: 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
71 N04 digital_ok nn Power 3.341261 1.585420 0.910434 3.341261 2.001927 3.278706 2.367448 0.028464 2.032047

Antenna 71: 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
71 N04 RF_maintenance nn Power 6.573356 2.039372 1.083791 5.258474 6.573356 6.193718 5.857920 4.548163 -1.560772

Antenna 71: 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
71 N04 RF_maintenance ee Shape 1.286178 1.167807 1.286178 -0.606249 -0.335543 -1.242887 -1.304329 -2.890633 -3.553602

Antenna 71: 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
71 N04 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 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
71 N04 RF_maintenance nn Power 6.378117 3.242514 2.001978 6.378117 3.589237 0.774634 2.972781 1.053391 4.162188

Antenna 71: 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
71 N04 RF_maintenance nn Temporal Variability 112.852267 2.837649 2.003300 8.195121 5.005258 112.852267 87.039266 40.367684 53.148883

Antenna 71: 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
71 N04 RF_maintenance nn Power 5.939078 0.797937 1.321105 4.607330 5.939078 3.802187 5.753726 4.284176 -1.394333

Antenna 71: 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
71 N04 RF_maintenance nn Temporal Variability 6.216944 1.412810 0.699334 2.454265 1.770868 6.216944 3.346077 -1.149129 2.669445

Antenna 71: 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
71 N04 RF_maintenance ee Temporal Discontinuties 2712.834532 1382.342989 1382.342989 1250.044711 1250.044711 1018.039897 1018.039897 2712.834532 2712.834532

Antenna 71: 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
71 N04 RF_maintenance nn Temporal Discontinuties 1993.457684 538.239373 538.239373 486.222938 486.222938 499.034854 499.034854 1993.457684 1993.457684

Antenna 71: 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
71 N04 RF_maintenance ee Temporal Discontinuties 1490.684173 462.064955 462.064955 463.999866 463.999866 457.417049 457.417049 1490.684173 1490.684173

Antenna 71: 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
71 N04 RF_maintenance ee Power 69.591415 2.461737 17.347867 6.267261 69.591415 7.455971 16.360800 -1.939340 4.457832

Antenna 71: 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
71 4 RF_maintenance ee Power 67.120086 10.851447 1.437707 67.120086 9.958695 27.284009 7.548390 24.342387 10.811021

Antenna 71: 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
71 4 RF_maintenance ee Power 36.190765 10.742648 3.060437 36.190765 4.862553 17.143047 2.509502 14.363565 6.033470

Antenna 71: 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
71 4 RF_maintenance nn Power 69.243104 -0.216826 22.464130 0.843518 69.243104 3.009046 7.856495 0.471955 7.379234

Antenna 71: 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
71 4 RF_maintenance nn Power 73.558436 1.091904 21.946934 0.671850 73.558436 3.218384 11.378919 -0.509489 10.295597

Antenna 71: 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
71 4 RF_maintenance nn Power 50.440758 -0.088345 25.861868 3.061540 50.440758 nan nan -10.619603 -10.340121
In [ ]: