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 = "12"
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 12 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 12, Node N00:

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)
2459764 RF_maintenance - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 68.729486 37.682204 96.243713 80.944102 143.673879 44.400167 506.895692 263.158408 0.0182 0.0171 0.0006 1.092639 1.100414
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.253177 75.065637 116.837702 121.313236 59.731777 62.643535 1145.653183 1356.398442 0.0186 0.0172 0.0009 1.109582 1.106788
2459760 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
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 106.315825 95.575305 90.865860 97.440752 90.407692 126.731020 1215.534103 1561.647905 0.0181 0.0169 0.0008 1.075193 1.068980
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.140861 47.978706 75.802224 76.090412 9.527026 9.587855 765.436169 639.386792 0.0183 0.0174 0.0006 1.064564 1.065143
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 103.628987 67.168968 83.171683 74.153018 109.950924 68.464920 1049.266307 640.814575 0.0182 0.0174 0.0003 1.037548 1.039403
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.204267 42.434206 61.187068 56.318690 70.461622 46.923048 690.860809 536.629980 0.0184 0.0180 0.0004 1.102416 1.107265
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.982314 58.706191 71.476252 69.504265 55.934920 49.685661 645.358238 560.247969 0.0186 0.0179 0.0005 1.146930 1.151107
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.375436 67.405829 161.162953 160.347695 116.524497 163.660724 661.360935 636.544224 0.0190 0.0178 0.0005 0.791181 0.779827
2459750 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
2459749 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
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.728568 114.829677 95.065457 124.069474 66.228080 179.179103 803.559871 2250.174684 0.0185 0.0171 0.0016 1.130949 1.121981
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 29.829444 30.596255 39.009479 41.172703 198.362910 213.714872 1235.204133 1219.084197 0.0193 0.0180 0.0012 nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 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
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 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
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459738 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
2459736 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
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.207577 32.960182 39.261390 47.986188 51.039920 84.832973 1019.455839 1350.452819 0.0197 0.0179 0.0009 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 35.538947 37.641833 43.889701 39.353129 105.163683 85.442922 1403.591383 858.312430 0.0196 0.0186 0.0007 nan nan
2459731 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
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 28.434711 32.052986 40.078931 45.810577 89.667746 75.133241 1141.958988 1193.579691 0.0194 0.0180 0.0013 nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 25.305675 25.891484 47.973386 45.514067 226.644857 162.273957 887.471083 707.077295 0.0193 0.0183 0.0008 nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.626300 19.104348 33.462974 26.318992 263.279071 100.697595 1081.035594 354.495785 0.0187 0.0181 0.0005 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 23.287913 30.129038 29.783728 40.304459 97.857493 201.263272 769.573117 1393.501315 0.0197 0.0185 0.0015 nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459722 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.362884 97.754382 198.758540 202.609318 31.858545 30.078663 1261.538093 1380.647100 0.0187 0.0178 0.0013 1.115717 1.115027
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.395030 19.523625 40.238362 32.040382 364.874821 210.186514 643.837777 356.697759 0.0191 0.0192 0.0011 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 19.728532 21.682589 30.093380 24.845001 177.587269 170.658146 629.395102 517.500589 0.0189 0.0192 0.0007 nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.937351 30.224742 52.821937 44.025642 816.540102 309.846281 1976.266974 1070.776855 0.0191 0.0182 0.0005 nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 21.614446 29.915876 29.450702 39.741510 89.204159 197.913132 797.970024 1598.228055 0.0192 0.0176 0.0016 nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 19.869425 26.325934 26.503301 40.023913 104.062365 246.120240 748.333438 1465.985080 0.0199 0.0176 0.0031 nan nan
2459715 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
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 43.384640 33.868701 52.970816 46.972150 208.922739 177.953969 1907.634534 1558.025550 0.0192 0.0178 0.0005 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 389.840867 389.907544 inf inf 1755.543756 2150.280339 6984.748754 6732.277137 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.589350 7.705428 18.560479 15.365002 58.278760 27.191072 351.887983 228.537853 0.0194 0.0191 0.0006 nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459708 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
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.863648 3.860151 5.911004 6.028572 1.676861 2.896820 403.888811 467.740131 0.0191 0.0180 0.0007 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.209477 6.642872 22.271385 18.887375 47.022144 32.165071 610.231724 389.733776 0.0197 0.0186 0.0008 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 21.938288 24.523149 48.429391 44.371466 98.836517 94.564850 983.539777 898.425224 0.0194 0.0188 0.0006 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 34.594431 22.866524 101.575298 52.377903 2455.831975 221.917845 1493.242460 810.580332 0.0229 0.0233 0.0038 nan nan
2459702 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
2459701 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
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 84.083763 84.083763 77.514796 77.514796 60.981258 60.981258 128.242583 128.242583 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 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
2459695 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
2459694 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
2459693 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.167508 42.112456 123.882505 137.182857 82.158071 67.060835 90.264496 89.324854 0.0216 0.0203 0.0009 1.267180 1.261398
2459692 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
2459691 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
2459690 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
2459689 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan 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 1.167252 1.157077
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 42.263130 49.420611 112.729705 110.379791 255.836481 511.818481 280.075191 351.075768 0.0255 0.0255 0.0020 nan nan
2459686 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.444632 55.386167 84.485257 82.302198 36.494449 34.774727 134.862998 106.548778 0.0193 0.0183 0.0009 1.107634 1.106723
2459685 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.448042 77.805042 86.539663 98.183241 56.317040 81.784531 202.086570 277.832481 0.0187 0.0174 0.0013 1.119478 1.108600
2459684 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 66.893959 63.957418 123.584209 122.595815 76.501964 61.735761 459.785920 375.232113 0.0183 0.0172 0.0007 1.105367 1.105414
2459676 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
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.501713 110.792565 104.219967 138.648866 66.880541 155.447374 414.076829 969.284137 0.0192 0.0171 0.0036 1.114053 1.104259
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.682039 76.810212 104.888603 123.950850 41.265247 61.708222 355.642698 450.676736 0.0193 0.0175 0.0028 1.147084 1.134197
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 79.178802 76.957024 156.180944 154.808241 41.188696 38.587301 829.740986 674.005703 0.0186 0.0175 0.0009 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.118494 65.027883 109.739153 120.618375 56.409622 55.392456 232.357232 261.124509 0.0193 0.0177 0.0011 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.086354 84.635203 111.047482 111.212967 55.135617 59.040763 624.200563 719.742931 0.0204 0.0198 0.0006 1.384169 1.384007
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% - - 24.730922 30.980652 67.489769 61.900360 89.361891 101.788087 837.366217 794.789092 0.0194 0.0189 0.0006 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.186462 60.376409 155.041115 167.830346 53.130678 62.299883 662.563800 872.060503 0.0189 0.0172 0.0015 1.085053 1.080669
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.871072 83.457706 128.256075 130.949213 40.569526 43.376391 1523.277121 1557.526736 0.0190 0.0178 0.0007 1.063125 1.059377
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 40.135448 55.241816 166.371164 113.577261 166.469632 79.517412 905.644187 415.872026 0.0199 0.0196 0.0011 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.392696 80.067856 210.425047 235.833453 63.566344 79.016645 655.295520 1130.438913 0.0190 0.0177 0.0011 1.136271 1.130217
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 25.134518 30.969777 51.452733 64.640990 160.735561 418.044933 652.937946 1278.569142 0.0199 0.0182 0.0012 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.655627 65.124751 172.235323 166.172532 33.956579 33.937999 217.014597 232.166345 0.0188 0.0183 0.0005 1.139244 1.135848
2459660 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
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.407206 53.887851 134.547182 127.604868 43.517018 40.526865 1304.435648 974.148021 0.0188 0.0182 0.0005 1.093971 1.096129
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.005780 54.116993 114.025298 110.648658 40.622433 31.786728 1174.000161 1071.763648 0.0186 0.0180 0.0005 1.100111 1.100795
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 153.805344 85.668169 180.177614 165.693680 52.869922 63.978761 852.574884 833.009516 0.0187 0.0174 0.0005 1.104173 1.106337
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.395002 71.825167 109.621885 114.550618 49.796931 32.818552 985.641699 961.813754 0.0194 0.0175 0.0017 1.159456 1.159334
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 34.112558 37.899230 69.356776 73.794449 112.771279 151.082605 854.967676 1076.462749 0.0194 0.0181 0.0008 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.977495 75.517923 104.534871 111.443611 35.470684 48.005494 298.218845 338.772489 0.0190 0.0174 0.0011 1.165047 1.158273
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.192302 98.386220 140.086684 160.359998 37.453532 64.041444 483.711586 845.213267 0.0189 0.0175 0.0011 1.059596 1.051148
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 82.257306 91.496097 184.510476 187.115611 33.998891 29.055268 58.260530 62.058235 0.0188 0.0172 0.0004 1.079757 1.079785
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.500988 59.436186 133.369798 159.430561 33.619510 55.538935 76.259986 130.243332 0.0189 0.0175 0.0012 1.087500 1.076206
2459649 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
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% 0.326290 0.326290 0.361560 0.361560 -0.638478 -0.638478 -0.457863 -0.457863 0.2084 0.2084 0.0000 0.030908 0.030908
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 72.283079 61.797087 133.072362 131.054982 42.563473 49.183290 588.250171 677.635630 0.0201 0.0187 0.0009 1.110429 1.110788
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.987490 53.943874 152.736951 142.676165 64.072160 43.376160 191.106412 145.559217 0.0211 0.0186 0.0006 1.092999 1.090954
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 93.653425 98.108838 174.791103 194.211516 36.677243 45.086587 581.897080 678.037566 0.0200 0.0182 0.0016 1.116970 1.113667
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4672 0.4612 0.0066 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.509655 82.203345 135.259306 162.721297 45.227452 59.362052 315.034175 541.478311 0.0196 0.0174 0.0018 1.130851 1.118857
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.659204 75.885925 131.697960 163.626192 41.114549 72.891181 376.032383 673.954509 0.0199 0.0176 0.0022 1.109215 1.096140
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0199 0.0195 0.0005 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.040581 55.042201 153.486030 158.785119 40.257966 51.681277 346.154566 381.915925 0.0198 0.0192 0.0006 1.114707 1.112300
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 48.847922 67.225755 147.511686 168.893090 28.214181 47.657865 151.616887 266.250836 0.0202 0.0181 0.0016 1.123933 1.114405
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.562150 96.356613 151.031296 183.740851 38.454281 101.632356 294.246217 500.370873 0.0195 0.0178 0.0012 1.113845 1.107072
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.549019 -0.549019 -0.550252 -0.550252 -0.557031 -0.557031 -0.556876 -0.556876 1.0000 1.0000 0.0000 0.048140 0.048140
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 120.338166 75.841527 185.436987 165.553612 51.227163 61.077418 482.972842 415.611790 0.0187 0.0183 0.0005 1.119635 1.125061
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 101.869786 67.859735 151.691037 142.683424 37.531826 34.713787 323.909900 252.426561 0.0189 0.0183 0.0005 1.114270 1.117437
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 102.473948 130.309287 143.638797 168.184892 48.331567 74.683037 590.463246 716.559714 0.0185 0.0174 0.0009 1.072705 1.064305
2459629 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
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 107.222393 72.832483 142.132843 134.994008 42.717468 44.570495 583.988580 558.725760 0.0190 0.0182 0.0014 1.105849 1.106248
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.641413 -0.641413 -0.642219 -0.642219 -0.642237 -0.642237 -0.642386 -0.642386 1.0000 1.0000 0.0000 0.033007 0.033007
2459626 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
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 115.711639 73.624568 158.987747 144.417513 55.590586 67.435114 426.294034 417.101321 0.0184 0.0181 0.0005 1.125901 1.127094
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 86.224078 97.838945 118.695379 131.163665 47.313483 102.770740 502.363075 748.713001 0.0190 0.0179 0.0008 1.113317 1.108952
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% 76.794497 79.745023 230.492126 233.024761 25.125558 28.774294 244.115135 418.102772 0.0195 0.0187 0.0013 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 79.065708 72.103127 145.414651 143.117645 42.249406 38.880099 519.600107 558.995781 nan nan nan 0.835268 0.848843
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 30.808757 41.608620 72.578908 107.003891 121.285622 296.412595 752.085797 1934.173846 0.0205 0.0191 0.0015 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.612450 73.263707 150.722244 168.833013 55.059137 94.232739 377.906443 510.180909 0.0200 0.0186 0.0013 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 101.870154 86.225492 155.806598 157.764825 46.660002 70.494464 526.229898 628.203018 0.0198 0.0194 0.0005 0.854230 0.852795
2459617 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
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.382164 70.549145 222.923401 220.206753 59.558338 72.279918 548.620324 549.132327 0.0204 0.0193 0.0007 0.935363 0.939171
2459615 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
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 86.122973 74.655520 158.830434 141.977712 41.509392 52.346328 607.057544 438.790139 0.0197 0.0192 0.0008 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% 100.00% 100.00% 0.00% 100.00% 0.00% 147.148168 170.404070 163.806914 176.902972 87.672428 122.908897 875.507880 1032.526626 0.0218 0.0208 0.0021 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.215180 101.808063 105.126060 117.319573 43.044107 60.954367 421.577981 603.341651 0.0188 0.0175 0.0012 1.113993 1.106919
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 125.831846 107.821367 139.388411 136.124982 40.803370 56.770831 270.312419 278.438854 0.0190 0.0179 0.0015 1.164228 1.163201
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 99.512634 110.206261 161.448881 173.702038 32.768064 63.148262 257.200213 373.124579 0.0189 0.0183 0.0007 1.152719 1.150357
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 100.628671 137.371243 198.803096 223.230091 45.010822 49.860212 211.975710 338.515013 0.0184 0.0179 0.0010 1.177354 1.170533
2459607 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
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 4.029485 9.630989 36.907793 47.987233 67.828777 169.990037 50.358918 129.842878 0.0202 0.0187 0.0008 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 130.494164 197.625255 159.962325 184.759445 62.560806 78.688139 328.332787 547.763059 0.0186 0.0172 0.0010 1.171061 1.162349
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.988657 70.153480 163.694199 162.656242 14.592619 18.836349 20.258026 25.472289 0.0193 0.0187 0.0006 1.133467 1.137223
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 118.021615 88.886577 202.972540 196.446930 25.734139 31.867485 367.447737 411.052402 0.0192 0.0183 0.0007 1.127638 1.127185
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 155.965013 136.918423 173.684781 178.786481 56.342025 58.477630 407.893879 448.897767 0.0191 0.0177 0.0017 1.112610 1.110448
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 139.610593 73.013202 201.816697 182.455437 53.633057 54.929392 660.196869 645.297970 0.0188 0.0177 0.0005 1.127081 1.128976
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 103.616709 149.442934 141.375664 168.075723 49.883037 75.595575 196.903264 383.078811 0.0187 0.0174 0.0011 1.140504 1.132688
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 146.033547 133.654862 165.510323 163.695262 31.453657 32.108290 106.427088 98.903158 0.0185 0.0176 0.0005 1.108656 1.107097
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 85.898218 83.052319 145.503973 146.736807 37.118128 31.555349 78.637281 87.116265 0.0189 0.0180 0.0009 1.116449 1.113311
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 79.695297 73.698679 179.196695 158.269952 59.154819 58.899351 237.044674 151.560981 0.0197 0.0181 0.0005 1.114723 1.119184
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.366103 12.384296 61.280285 62.520228 81.156395 63.640315 78.902148 84.348328 0.0202 0.0192 0.0015 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 86.836206 81.946656 187.116274 196.685407 60.075795 73.199843 208.680785 285.441321 0.0195 0.0178 0.0016 1.106462 1.100604
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 184.733427 102.821742 196.756402 167.365654 55.157782 51.800068 332.595640 224.803407 0.0182 0.0184 0.0007 1.125696 1.133346
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 339.194220 338.592283 inf inf 49.463651 53.691614 366.930951 381.393622 nan nan nan 0.000000 0.000000
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 118.366516 71.590119 239.450052 219.932668 43.398095 55.357986 94.072952 95.613537 0.0180 0.0176 0.0006 1.124648 1.126861
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 175.200413 118.993402 342.575692 303.228868 86.791792 62.402315 617.904499 479.668519 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.169082 315.679685 inf inf 11.550973 11.604600 573.713738 580.535356 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.530019 62.746984 43.069475 47.969156 9.132887 8.729209 595.128077 699.053696 0.0192 0.0179 0.0010 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.155150 92.922229 207.491617 205.222667 18.758918 15.919173 72.332089 72.278708 0.0193 0.0186 0.0010 0.000000 0.000000
2459583 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
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.943846 60.554299 57.988831 69.955865 33.426932 57.523868 141.372934 287.259171 0.0193 0.0173 0.0013 1.121645 1.110638
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 79.327069 78.478171 78.780583 77.275676 26.711859 51.085380 300.276884 288.950547 0.0190 0.0177 0.0015 1.102472 1.100960
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 85.366970 75.485330 79.969198 80.583766 31.103983 51.267258 234.223643 282.610588 0.0192 0.0179 0.0008 1.110831 1.109878
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 42.680604 57.286725 77.310378 77.236973 41.821477 27.529857 362.650001 268.106512 0.0191 0.0183 0.0006 1.137645 1.138638
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.430461 8.958909 25.871166 29.076162 95.871492 137.955486 446.892020 779.306813 0.0198 0.0188 0.0007 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.407115 93.635370 70.599887 74.044178 56.997314 47.713644 253.952005 323.151712 0.0190 0.0176 0.0005 1.097676 1.094612
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.519515 68.162850 53.268738 57.562269 26.757005 45.524317 273.007473 345.812598 0.0190 0.0172 0.0013 1.084479 1.078153
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.680489 51.334572 58.314912 50.415875 29.316917 23.429337 42.711330 26.745502 0.0191 0.0185 0.0006 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.118606 68.821034 50.775367 56.985693 38.559788 50.608141 132.696199 211.748599 0.0186 0.0178 0.0007 1.046643 1.041995
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 90.028504 166.318947 96.916836 128.373271 46.204533 104.858626 403.365802 712.844220 0.0189 0.0173 0.0014 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 103.212216 56.534265 66.416803 49.205232 58.118335 23.817502 958.576254 461.787295 0.0183 0.0182 0.0010 1.116224 1.124625
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.282974 7.367317 28.927889 30.002837 100.772359 112.302111 615.187698 789.901852 0.0195 0.0188 0.0006 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 68.527974 75.729861 69.571758 73.325068 17.407488 20.722754 402.995859 429.771280 0.0183 0.0175 0.0008 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.020966 61.594991 59.872719 58.390101 13.321494 13.796480 20.053423 21.614740 0.0193 0.0187 0.0006 1.057392 1.054789
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.550681 78.226603 69.852993 76.317361 38.219222 45.517782 203.203792 231.170849 0.0191 0.0174 0.0013 0.917846 0.919131
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 0.674491 0.674491 0.714579 0.714579 1.371796 1.371796 0.680147 0.680147 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.527227 105.554018 63.440695 92.050766 7.143218 19.615334 111.560401 413.100384 0.0191 0.0171 0.0024 1.110612 1.096583
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.576265 66.337670 125.143848 132.153881 22.708145 37.780330 206.008802 241.657409 0.0190 0.0182 0.0006 0.000000 0.000000
2459562 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
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.385911 43.684593 33.516078 34.553380 9.416294 7.153475 288.012916 278.380876 0.0184 0.0178 0.0005 1.082280 1.079683
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 41.807341 45.806950 32.748829 32.051729 5.422375 7.744035 173.891110 167.528614 0.0186 0.0182 0.0015 1.010571 1.004171
2459559 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
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 70.515646 63.970858 69.197239 71.891663 31.683216 39.727853 304.430857 311.814035 0.0189 0.0176 0.0008 1.142503 1.137656
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0193 0.0184 0.0007 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 103.790848 89.829654 85.503786 92.516494 35.950465 78.338810 846.454525 1080.816913 0.0182 0.0172 0.0009 1.131927 1.126974
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0182 0.0179 0.0006 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0182 0.0173 0.0012 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.394429 68.984993 96.774391 97.061937 60.325180 52.213730 241.030190 286.118845 0.0188 0.0178 0.0008 0.000000 0.000000
2459551 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
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0324 0.0319 0.0005 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 66.767706 60.357557 81.148011 73.204650 48.636106 42.791069 478.682996 308.055466 0.0185 0.0182 0.0006 1.133643 1.136412
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.734951 75.377586 161.768607 180.362842 3.987429 7.842538 314.492227 527.250312 0.0179 0.0171 0.0011 1.122544 1.115239
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.421044 10.990935 46.223063 43.336227 664.979200 615.443201 29.710743 38.997876 0.0190 0.0181 0.0008 1.107414 1.100697
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.708331 59.528608 35.996867 37.002674 16.713806 23.550238 115.461094 164.567265 0.0186 0.0175 0.0009 1.138083 1.136276
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.902687 96.130837 122.203486 127.103671 43.821281 54.318065 496.489072 565.703875 0.0188 0.0178 0.0006 1.145989 1.141891
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.686302 45.530628 31.314690 30.323922 9.768729 14.082122 126.558401 135.872869 0.0184 0.0182 0.0007 1.130011 1.136159
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.341060 43.382481 35.308272 28.037543 37.592847 16.386912 244.476856 116.533700 0.0183 0.0182 0.0010 1.128827 1.138367
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.519948 78.419288 77.141093 71.924307 31.498576 36.931255 452.482854 437.003706 0.0186 0.0180 0.0007 1.138135 1.140706
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 128.703950 80.468916 118.549577 95.297866 72.610618 59.644231 545.724953 287.441175 0.0189 0.0176 0.0007 1.132229 1.137571
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.288207 43.618639 30.113734 29.168073 12.919862 13.695137 189.084899 162.478201 0.0186 0.0181 0.0006 1.123805 1.123832
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% 100.00% 100.00% 0.00% 100.00% 0.00% 65.007341 62.527764 110.017063 97.454995 90.806225 63.226681 226.487217 151.889262 0.0185 0.0178 0.0010 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 118.291644 87.097793 125.182592 98.244383 121.351199 49.496663 727.625179 302.868363 nan nan nan 1.376309 1.387693
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.027366 68.946505 101.730003 95.806565 79.266223 109.748358 423.073431 343.422064 0.0187 0.0185 0.0007 1.190651 1.189269
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.054302 9.764881 30.982045 25.787091 144.611514 90.775997 719.905527 397.253796 0.0199 0.0198 0.0010 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.421935 63.368119 89.062039 92.525790 31.339228 30.861346 41.660143 52.147107 0.0189 0.0180 0.0007 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 80.636889 81.166353 98.036664 102.899727 106.437531 93.875790 517.147075 471.799660 0.0118 0.0105 0.0028 1.143827 1.153407
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 88.944509 76.167824 175.091522 150.445499 62.175965 53.195789 641.147669 307.374350 0.0092 0.0091 0.0052 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 506.895692 68.729486 37.682204 96.243713 80.944102 143.673879 44.400167 506.895692 263.158408

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1356.398442 75.065637 84.253177 121.313236 116.837702 62.643535 59.731777 1356.398442 1145.653183

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1561.647905 106.315825 95.575305 90.865860 97.440752 90.407692 126.731020 1215.534103 1561.647905

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 765.436169 47.978706 61.140861 76.090412 75.802224 9.587855 9.527026 639.386792 765.436169

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 1049.266307 103.628987 67.168968 83.171683 74.153018 109.950924 68.464920 1049.266307 640.814575

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 690.860809 52.204267 42.434206 61.187068 56.318690 70.461622 46.923048 690.860809 536.629980

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 645.358238 58.706191 59.982314 69.504265 71.476252 49.685661 55.934920 560.247969 645.358238

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 661.360935 62.375436 67.405829 161.162953 160.347695 116.524497 163.660724 661.360935 636.544224

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 2250.174684 65.728568 114.829677 95.065457 124.069474 66.228080 179.179103 803.559871 2250.174684

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 1235.204133 29.829444 30.596255 39.009479 41.172703 198.362910 213.714872 1235.204133 1219.084197

Antenna 12: 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
12 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1350.452819 32.960182 27.207577 47.986188 39.261390 84.832973 51.039920 1350.452819 1019.455839

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 1403.591383 37.641833 35.538947 39.353129 43.889701 85.442922 105.163683 858.312430 1403.591383

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1193.579691 28.434711 32.052986 40.078931 45.810577 89.667746 75.133241 1141.958988 1193.579691

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 887.471083 25.891484 25.305675 45.514067 47.973386 162.273957 226.644857 707.077295 887.471083

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 1081.035594 19.104348 18.626300 26.318992 33.462974 100.697595 263.279071 354.495785 1081.035594

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1393.501315 30.129038 23.287913 40.304459 29.783728 201.263272 97.857493 1393.501315 769.573117

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1380.647100 84.362884 97.754382 198.758540 202.609318 31.858545 30.078663 1261.538093 1380.647100

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 643.837777 18.395030 19.523625 40.238362 32.040382 364.874821 210.186514 643.837777 356.697759

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 629.395102 21.682589 19.728532 24.845001 30.093380 170.658146 177.587269 517.500589 629.395102

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 1976.266974 27.937351 30.224742 52.821937 44.025642 816.540102 309.846281 1976.266974 1070.776855

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1598.228055 21.614446 29.915876 29.450702 39.741510 89.204159 197.913132 797.970024 1598.228055

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 1465.985080 19.869425 26.325934 26.503301 40.023913 104.062365 246.120240 748.333438 1465.985080

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 1907.634534 33.868701 43.384640 46.972150 52.970816 177.953969 208.922739 1558.025550 1907.634534

Antenna 12: 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
12 N00 RF_maintenance nn Power inf 389.907544 389.840867 inf inf 2150.280339 1755.543756 6732.277137 6984.748754

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 351.887983 7.705428 6.589350 15.365002 18.560479 27.191072 58.278760 228.537853 351.887983

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Temporal Discontinuties 467.740131 3.860151 3.863648 6.028572 5.911004 2.896820 1.676861 467.740131 403.888811

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 610.231724 6.642872 7.209477 18.887375 22.271385 32.165071 47.022144 389.733776 610.231724

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 983.539777 24.523149 21.938288 44.371466 48.429391 94.564850 98.836517 898.425224 983.539777

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Variability 2455.831975 22.866524 34.594431 52.377903 101.575298 221.917845 2455.831975 810.580332 1493.242460

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Temporal Discontinuties 128.242583 84.083763 84.083763 77.514796 77.514796 60.981258 60.981258 128.242583 128.242583

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 0 RF_maintenance nn Power 137.182857 27.167508 42.112456 123.882505 137.182857 82.158071 67.060835 90.264496 89.324854

Antenna 12: 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
12 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 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
12 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 2459688

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
12 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 12: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Variability 511.818481 49.420611 42.263130 110.379791 112.729705 511.818481 255.836481 351.075768 280.075191

Antenna 12: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance ee Temporal Discontinuties 134.862998 55.386167 51.444632 82.302198 84.485257 34.774727 36.494449 106.548778 134.862998

Antenna 12: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 277.832481 77.805042 62.448042 98.183241 86.539663 81.784531 56.317040 277.832481 202.086570

Antenna 12: 2459684

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
12 0 RF_maintenance ee Temporal Discontinuties 459.785920 66.893959 63.957418 123.584209 122.595815 76.501964 61.735761 459.785920 375.232113

Antenna 12: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 2459675

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
12 0 RF_maintenance nn Temporal Discontinuties 969.284137 60.501713 110.792565 104.219967 138.648866 66.880541 155.447374 414.076829 969.284137

Antenna 12: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 450.676736 76.810212 53.682039 123.950850 104.888603 61.708222 41.265247 450.676736 355.642698

Antenna 12: 2459673

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
12 0 RF_maintenance ee Temporal Discontinuties 829.740986 79.178802 76.957024 156.180944 154.808241 41.188696 38.587301 829.740986 674.005703

Antenna 12: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 261.124509 65.027883 55.118494 120.618375 109.739153 55.392456 56.409622 261.124509 232.357232

Antenna 12: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 719.742931 84.635203 74.086354 111.212967 111.047482 59.040763 55.135617 719.742931 624.200563

Antenna 12: 2459670

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
12 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 12: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance ee Temporal Discontinuties 837.366217 30.980652 24.730922 61.900360 67.489769 101.788087 89.361891 794.789092 837.366217

Antenna 12: 2459668

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
12 0 RF_maintenance nn Temporal Discontinuties 872.060503 51.186462 60.376409 155.041115 167.830346 53.130678 62.299883 662.563800 872.060503

Antenna 12: 2459665

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
12 0 RF_maintenance nn Temporal Discontinuties 1557.526736 81.871072 83.457706 128.256075 130.949213 40.569526 43.376391 1523.277121 1557.526736

Antenna 12: 2459664

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
12 0 RF_maintenance ee Temporal Discontinuties 905.644187 40.135448 55.241816 166.371164 113.577261 166.469632 79.517412 905.644187 415.872026

Antenna 12: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 1130.438913 80.067856 58.392696 235.833453 210.425047 79.016645 63.566344 1130.438913 655.295520

Antenna 12: 2459662

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
12 0 RF_maintenance nn Temporal Discontinuties 1278.569142 25.134518 30.969777 51.452733 64.640990 160.735561 418.044933 652.937946 1278.569142

Antenna 12: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 232.166345 65.124751 56.655627 166.172532 172.235323 33.937999 33.956579 232.166345 217.014597

Antenna 12: 2459660

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
12 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance ee Temporal Discontinuties 1304.435648 53.887851 55.407206 127.604868 134.547182 40.526865 43.517018 974.148021 1304.435648

Antenna 12: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance ee Temporal Discontinuties 1174.000161 54.116993 53.005780 110.648658 114.025298 31.786728 40.622433 1071.763648 1174.000161

Antenna 12: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance ee Temporal Discontinuties 852.574884 85.668169 153.805344 165.693680 180.177614 63.978761 52.869922 833.009516 852.574884

Antenna 12: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance ee Temporal Discontinuties 985.641699 71.825167 59.395002 114.550618 109.621885 32.818552 49.796931 961.813754 985.641699

Antenna 12: 2459655

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
12 0 RF_maintenance nn Temporal Discontinuties 1076.462749 34.112558 37.899230 69.356776 73.794449 112.771279 151.082605 854.967676 1076.462749

Antenna 12: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 338.772489 75.517923 69.977495 111.443611 104.534871 48.005494 35.470684 338.772489 298.218845

Antenna 12: 2459652

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
12 0 RF_maintenance nn Temporal Discontinuties 845.213267 67.192302 98.386220 140.086684 160.359998 37.453532 64.041444 483.711586 845.213267

Antenna 12: 2459651

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
12 0 RF_maintenance nn Power 187.115611 82.257306 91.496097 184.510476 187.115611 33.998891 29.055268 58.260530 62.058235

Antenna 12: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Power 159.430561 59.436186 43.500988 159.430561 133.369798 55.538935 33.619510 130.243332 76.259986

Antenna 12: 2459649

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
12 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 12: 2459648

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
12 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 12: 2459647

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
12 0 RF_maintenance ee Power 0.361560 0.326290 0.326290 0.361560 0.361560 -0.638478 -0.638478 -0.457863 -0.457863

Antenna 12: 2459646

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
12 0 RF_maintenance nn Temporal Discontinuties 677.635630 72.283079 61.797087 133.072362 131.054982 42.563473 49.183290 588.250171 677.635630

Antenna 12: 2459645

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
12 0 RF_maintenance ee Temporal Discontinuties 191.106412 58.987490 53.943874 152.736951 142.676165 64.072160 43.376160 191.106412 145.559217

Antenna 12: 2459642

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
12 0 RF_maintenance nn Temporal Discontinuties 678.037566 93.653425 98.108838 174.791103 194.211516 36.677243 45.086587 581.897080 678.037566

Antenna 12: 2459640

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
12 0 RF_maintenance nn Temporal Discontinuties 541.478311 51.509655 82.203345 135.259306 162.721297 45.227452 59.362052 315.034175 541.478311

Antenna 12: 2459639

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
12 0 RF_maintenance nn Temporal Discontinuties 673.954509 52.659204 75.885925 131.697960 163.626192 41.114549 72.891181 376.032383 673.954509

Antenna 12: 2459638

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
12 0 RF_maintenance nn Power 133.180950 53.814465 55.764270 128.452888 133.180950 27.331544 39.680381 71.774924 79.960463

Antenna 12: 2459637

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
12 0 RF_maintenance nn Temporal Discontinuties 381.915925 46.040581 55.042201 153.486030 158.785119 40.257966 51.681277 346.154566 381.915925

Antenna 12: 2459636

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
12 0 RF_maintenance nn Temporal Discontinuties 266.250836 48.847922 67.225755 147.511686 168.893090 28.214181 47.657865 151.616887 266.250836

Antenna 12: 2459635

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
12 0 RF_maintenance nn Temporal Discontinuties 500.370873 96.356613 61.562150 183.740851 151.031296 101.632356 38.454281 500.370873 294.246217
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