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 = "2"
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 2 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 2, 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% 19.289927 57.581225 72.628899 79.414020 45.817514 37.251923 167.592561 192.912052 0.0176 0.0163 0.0009 1.093156 1.085127
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 79.733668 108.251557 161.289355 161.931333 208.883449 212.704489 3014.861641 2967.119996 0.0163 0.0161 0.0003 inf inf
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.247041 36.175469 61.860426 47.595593 28.540768 16.019058 772.066054 417.393612 0.0162 0.0167 0.0006 1.089019 1.100447
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.591983 56.791603 72.455957 76.068729 41.004734 46.082122 663.508279 726.189884 0.0171 0.0166 0.0005 1.075423 1.071485
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.943146 43.287226 76.314070 73.898630 11.608429 7.456711 815.654243 763.593364 0.0165 0.0164 0.0003 1.068813 1.070790
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.115429 59.437064 77.744902 66.961965 78.291309 41.964020 799.821418 410.343854 0.0165 0.0167 0.0004 1.064571 1.065828
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.722794 55.816021 70.387105 63.120866 87.792977 65.389447 1000.744976 754.127977 0.0164 0.0164 0.0004 1.085300 1.085122
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.002834 60.571518 77.403570 65.739727 73.256084 30.599818 584.159250 341.761829 0.0168 0.0168 0.0005 1.070709 1.078961
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 42.750645 76.004141 152.659986 168.912520 115.183688 120.622221 580.961438 680.803961 0.0178 0.0166 0.0006 0.000000 0.000000
2459750 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.464447 103.102339 182.054816 182.472646 56.750465 33.650130 888.575577 589.802951 0.0164 0.0165 0.0004 1.098196 1.098679
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.153865 62.301030 68.348398 69.744879 42.188226 33.374924 557.350540 505.986642 0.0171 0.0166 0.0004 1.127563 1.131153
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.198178 69.577737 93.177838 97.233930 48.670888 62.018264 556.311378 790.350394 0.0168 0.0164 0.0004 1.187249 1.183341
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 32.499823 29.464367 55.193778 30.054246 225.185655 90.230857 1389.823276 547.518727 0.0162 0.0169 0.0005 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% - - 28.073367 31.412433 42.934844 42.112233 46.202337 63.062435 921.548659 999.750639 0.0166 0.0164 0.0004 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 39.102745 40.798801 56.795978 45.860148 126.279787 126.133619 1656.999202 1198.735470 0.0163 0.0164 0.0003 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% - - 30.271946 29.708809 51.878206 34.576369 93.920000 62.965821 1353.983752 592.531664 0.0164 0.0167 0.0004 nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 23.399542 28.530106 37.746785 37.167196 108.178636 81.261012 499.222865 396.049415 0.0170 0.0167 0.0004 nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 23.591261 20.580424 53.877692 27.816931 258.693862 61.082083 1455.915740 372.821551 0.0167 0.0167 0.0004 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 26.001953 31.344273 40.853467 37.951510 263.774511 136.925927 1670.840353 875.092125 0.0166 0.0164 0.0003 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% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 20.154440 23.197114 42.881052 39.245633 283.990174 198.699808 546.151347 400.054626 0.0165 0.0163 0.0005 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 20.367113 27.767759 28.580936 41.440892 180.637373 483.202302 657.242231 1392.863083 0.0170 0.0163 0.0008 nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.316179 41.090508 53.308553 64.127074 326.611190 658.708935 1245.305060 2405.522715 0.0167 0.0163 0.0003 nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 23.387450 26.690332 35.704586 31.182546 153.105174 87.354974 1071.033470 709.221060 0.0164 0.0164 0.0003 nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 21.285627 23.169452 33.581182 25.141839 242.714269 81.983090 1651.244543 569.351826 0.0172 0.0169 0.0008 nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.352286 91.244655 190.903654 214.118484 42.566754 48.075357 1363.898086 1515.156236 0.0170 0.0163 0.0006 1.154837 1.149440
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.673859 30.547884 44.162543 34.984573 180.158281 93.127456 1489.662195 724.816191 0.0163 0.0165 0.0004 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 247.440221 152.239168 312.423850 289.980972 1244.639168 1132.172667 5517.558565 3529.632428 0.0162 0.0164 0.0002 1.124500 1.123985
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.547104 8.876081 21.951260 17.325294 64.196835 22.939679 556.767287 202.732015 0.0168 0.0166 0.0004 nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.108417 9.869958 22.938147 21.467744 121.913657 109.399666 583.368621 377.203929 0.0167 0.0164 0.0003 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.018051 75.595809 198.215756 213.474700 28.046429 43.172052 1655.170331 1925.840611 0.0172 0.0165 0.0005 0.000000 0.000000
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.414327 3.039879 5.195293 4.974903 0.935505 2.863463 309.342488 313.761322 0.0170 0.0167 0.0004 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.851845 7.998441 17.991295 16.920696 31.584810 35.728038 426.137178 372.768424 0.0172 0.0168 0.0005 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 22.922738 27.124521 53.973641 46.158946 138.452531 63.623659 1365.750887 680.774101 0.0167 0.0166 0.0003 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 26.760457 24.948257 59.602457 61.687782 691.037164 215.498518 332.191550 377.124206 0.0220 0.0218 0.0007 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% 106.166884 106.166884 96.283137 96.283137 76.931634 76.931634 167.141193 167.141193 1.0000 1.0000 0.0000 10844.403076 10844.403076
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% 20.976310 50.476262 136.127597 143.363282 107.716751 98.017096 121.557834 92.538452 0.0194 0.0190 0.0004 1.341187 1.346355
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% 35.871437 61.373083 117.501582 120.896297 47.203157 44.945026 752.209521 687.706658 0.0202 0.0194 0.0004 1.334913 1.332603
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 1.138838 1.133968
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% 100.00% 100.00% 0.00% 100.00% 0.00% 31.896065 79.705946 82.089388 94.815002 53.291293 43.964948 125.486884 161.051334 0.0176 0.0163 0.0011 1.209793 1.198586
2459685 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
2459684 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.710874 66.620191 119.681245 105.199827 73.357698 36.574667 439.393448 179.921402 0.0165 0.0168 0.0004 1.172912 1.177731
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.798244 102.375073 130.977584 154.273165 71.438768 104.107323 600.024867 923.984595 0.0172 0.0161 0.0009 1.168805 1.159899
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 48.319034 92.960631 110.054101 119.574552 103.708628 80.753276 615.313730 497.101750 0.0172 0.0163 0.0008 1.208388 1.200014
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.950773 94.104682 121.288402 133.858401 56.085863 90.709735 452.830129 652.622600 0.0168 0.0161 0.0007 1.194987 1.188924
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.516202 105.388092 159.064897 178.563940 53.801217 61.996669 1073.059705 1001.959301 0.0168 0.0161 0.0006 0.098618 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.723538 71.402413 111.231219 120.542801 50.802726 45.147672 218.936404 223.120756 0.0171 0.0164 0.0005 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.580103 83.327370 124.626693 112.179785 48.517025 37.867287 1034.370884 664.577511 0.0181 0.0183 0.0005 0.000000 0.000000
2459670 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 29.957460 33.964229 107.683257 60.024582 348.591044 47.775118 2788.905742 483.091971 0.0164 0.0167 0.0007 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.909847 69.136989 183.025877 145.543683 60.744489 37.816335 1253.999719 403.551436 0.0163 0.0169 0.0008 1.196843 1.197014
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 70.970095 88.093697 138.913872 120.001463 66.324946 28.955803 2253.199887 819.560347 0.0167 0.0167 0.0003 1.151874 1.157072
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 46.079317 75.436515 204.275114 198.414337 138.663224 155.855594 826.084409 821.748384 0.0168 0.0164 0.0004 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.862351 112.200565 233.022951 258.475401 70.214816 82.402711 935.832292 846.918192 0.0170 0.0163 0.0006 1.003833 0.996498
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.734252 39.491779 62.780557 70.567468 305.579671 381.961270 1109.902675 1173.927286 0.0171 0.0163 0.0007 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.075026 64.968290 175.712784 168.606453 33.253772 32.505725 272.013108 206.543969 0.0169 0.0168 0.0004 1.035473 1.038932
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.425126 64.144900 159.698694 159.280022 51.206353 38.641459 578.580138 397.194589 0.0167 0.0165 0.0004 1.146843 1.141914
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.302320 90.728426 123.212088 146.347704 41.924550 52.367969 1139.759364 1351.647629 0.0173 0.0164 0.0006 1.145148 1.135786
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.274523 87.587372 102.069795 126.455039 32.186847 47.368156 1029.837846 1498.554795 0.0174 0.0164 0.0007 1.173055 1.158526
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.946537 86.289026 165.591036 145.642302 66.393171 42.757557 1157.404592 395.208254 0.0164 0.0162 0.0004 1.125864 1.127568
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.749345 83.366233 120.827091 108.076856 62.859731 34.923005 1866.332242 670.749740 0.0170 0.0165 0.0009 1.054271 1.060946
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 35.401526 47.364603 76.430326 70.527246 134.993726 131.260445 867.744794 735.219061 0.0167 0.0163 0.0004 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.272412 89.893245 117.722817 116.610663 57.987893 47.456558 621.993811 346.139471 0.0169 0.0163 0.0004 1.093776 1.093501
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 85.201154 107.904922 176.959784 151.810005 83.827475 64.852943 1158.471519 526.198912 0.0165 0.0165 0.0004 1.096452 1.102771
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 39.761096 95.176985 156.777573 162.368534 21.275528 13.876768 44.617589 34.528444 0.0172 0.0166 0.0005 1.119991 1.114430
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.315522 67.219734 165.099684 148.638171 67.306910 35.949632 153.544178 84.014440 0.0166 0.0166 0.0004 1.154691 1.151572
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.794721 73.362458 112.180292 116.577286 35.564163 43.810596 923.961539 666.195280 0.0171 0.0164 0.0005 1.155518 1.150783
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 1.216308 1.216308 1034.651525 1034.651525 31034.947861 31034.947861 5.900287 5.900287 0.2084 0.2084 0.0000 0.060224 0.060224
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.652318 77.150509 140.113013 138.195466 71.367459 45.906256 1015.688170 548.286100 0.0183 0.0172 0.0006 1.152790 1.151568
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.818599 71.077669 147.238777 150.514745 37.359701 47.696874 166.476454 155.079980 0.0191 0.0173 0.0005 1.172418 1.167077
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.125246 88.575219 168.629400 184.540280 55.071660 58.165506 704.408821 622.661317 0.0184 0.0172 0.0010 1.187979 1.178804
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4663 0.4611 0.0071 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.714086 77.591556 142.631958 152.081548 42.473090 61.996881 446.540383 329.563851 0.0172 0.0166 0.0004 1.133035 1.130133
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.425326 72.463684 139.282904 144.058828 44.908848 72.679741 510.394623 497.769508 0.0173 0.0169 0.0004 1.120566 1.117934
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0169 0.0165 0.0002 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 39.770015 74.371634 161.453426 171.039139 47.348765 37.103977 513.027131 502.065576 0.0176 0.0171 0.0005 1.144292 1.139164
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 72.189558 76.240485 206.078232 163.330033 76.756457 53.186206 590.840576 206.184669 0.0168 0.0171 0.0002 1.124011 1.131737
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.298067 78.992609 170.624537 152.247618 55.315333 55.813840 480.810943 252.985803 0.0170 0.0171 0.0003 1.139789 1.145171
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.620326 -0.620326 -0.620878 -0.620878 -0.619596 -0.619596 -0.619448 -0.619448 1.0000 1.0000 0.0000 0.156304 0.156304
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.133913 86.152941 180.917481 170.874356 38.244266 44.535042 566.896818 388.178059 0.0166 0.0165 0.0003 1.136979 1.140459
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 104.855680 90.611500 200.694127 155.557787 81.035921 44.006083 909.231603 305.181041 0.0163 0.0164 0.0003 1.162893 1.160149
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 72.816110 107.298824 178.140458 187.114352 55.807818 52.792372 938.227885 738.236111 0.0165 0.0160 0.0004 1.152545 1.147527
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 82.499306 112.585513 159.188358 153.171512 88.424025 64.778054 929.052979 764.054819 0.0163 0.0163 0.0003 1.149206 1.148355
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 87.190803 97.106643 196.141753 168.367628 68.479695 37.765792 1015.463550 444.130543 0.0165 0.0165 0.0003 1.163460 1.165074
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 85.482836 111.871540 177.312055 184.458991 102.687918 65.451709 1359.964339 1164.603591 0.0162 0.0160 0.0003 1.130466 1.127620
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673714 -0.673714 -0.673589 -0.673589 -0.676153 -0.676153 -0.676176 -0.676176 1.0000 1.0000 0.0000 0.071422 0.071422
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.778936 77.042063 142.290415 127.767253 85.492233 48.967108 1390.958432 651.843740 0.0161 0.0164 0.0003 1.129881 1.132170
2459625 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
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.405278 133.931835 142.850820 164.485407 89.162212 107.119135 1232.160605 1169.556071 0.0163 0.0161 0.0004 1.116649 1.111709
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% 67.183464 87.002588 275.934864 245.112381 43.624560 40.294538 773.024728 380.668773 0.0171 0.0169 0.0005 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 206.057278 232.501118 156.013236 162.834902 1119.566254 1221.354880 6051.842701 6346.502940 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 34.912033 39.736730 111.629513 87.019534 400.339756 195.691119 2225.397175 1243.421110 0.0174 0.0175 0.0004 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.023449 70.673050 140.678765 144.211251 64.676685 47.608177 360.251989 283.026045 0.0179 0.0176 0.0004 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 54.951887 90.946001 156.579072 161.386683 68.601461 70.310177 863.735532 715.037053 0.0180 0.0175 0.0006 1.138076 1.129029
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.348873 66.021425 133.349166 137.895512 49.024307 68.653076 769.915869 655.362405 0.0178 0.0175 0.0004 1.160325 1.156918
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.561700 83.366152 237.092078 224.492828 138.894655 85.711564 708.104480 565.669026 0.0176 0.0176 0.0004 1.212410 1.210708
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.919003 81.419778 139.963873 137.617568 56.381596 38.298423 678.077668 489.925054 0.0177 0.0174 0.0004 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.601797 91.884406 153.297292 150.025654 41.591032 60.819992 614.188558 455.686568 0.0177 0.0177 0.0005 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - 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% 215.713509 128.873114 150.040912 157.271221 52.078909 68.385447 339.144755 668.704312 0.0202 0.0200 0.0009 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 250.959336 105.315255 116.791092 118.020739 48.272230 98.846320 439.671315 614.742731 0.0167 0.0164 0.0004 1.175858 1.148518
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 306.548664 138.908862 151.063583 145.864125 35.029831 49.016652 176.832833 311.384811 0.0167 0.0164 0.0005 1.225129 1.202280
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 284.813932 176.398580 187.075501 202.161162 35.127201 57.837052 316.774518 527.959522 0.0165 0.0161 0.0004 1.228908 1.197645
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 296.415918 97.174900 235.704422 194.389592 33.303268 51.885535 129.481024 208.850320 0.0162 0.0168 0.0004 1.187191 1.167254
2459607 RF_maintenance 100.00% 97.84% 97.84% 0.00% 100.00% 0.00% 10.818538 12.274766 25.179402 25.520050 40.708918 40.971366 -2.399048 -2.164142 0.0315 0.0316 0.0002 1.198710 1.204210
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 24.069378 6.269767 49.837992 35.917031 59.017377 72.136701 73.588020 57.764111 0.0173 0.0168 0.0011 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 267.862533 158.015292 159.848596 170.490816 43.038660 57.942458 232.620579 408.278005 0.0168 0.0162 0.0005 1.195840 1.170293
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.020946 97.234491 185.924099 187.062360 21.665404 21.660123 46.814077 27.131984 0.0169 0.0167 0.0003 1.113465 1.115922
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 312.208226 90.155175 245.825869 192.091089 28.045438 31.731004 287.712125 305.710128 0.0165 0.0170 0.0010 1.179718 1.167458
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 225.518640 182.070529 147.563093 195.693196 33.823052 58.778637 188.495439 547.840394 0.0174 0.0164 0.0011 1.233565 1.190494
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 257.193657 99.733064 186.277326 203.662929 34.031907 49.273669 377.222894 654.267934 0.0171 0.0163 0.0005 1.166544 1.141266
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 256.879192 79.635863 149.300199 134.986399 38.656580 42.121402 168.771658 183.876737 0.0164 0.0168 0.0005 1.181674 1.167219
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 347.081564 189.611967 180.677587 180.336617 24.248957 38.054484 61.543121 126.201355 0.0166 0.0163 0.0004 1.202282 1.177549
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 77.716589 80.776048 131.111061 147.756605 19.934309 32.986939 45.180760 96.448375 0.0167 0.0166 0.0007 1.194410 1.182367
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 207.578851 81.658157 148.860794 174.961213 36.107430 63.886500 103.833025 189.562261 0.0179 0.0166 0.0008 1.190880 1.157829
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 19.526647 7.782452 47.367360 53.447334 35.020727 64.086407 68.663460 58.392331 0.0179 0.0169 0.0006 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 316.615124 95.809458 227.467954 210.961820 35.451315 65.583482 178.384729 323.324201 0.0164 0.0163 0.0003 1.202807 1.176663
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 335.013333 147.994850 212.613851 187.788343 34.448990 55.703296 175.263146 256.452401 0.0162 0.0164 0.0003 1.198307 1.173976
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 293.608050 108.325084 177.409811 170.017339 25.080321 58.004934 93.745471 169.706888 0.0163 0.0164 0.0003 1.246254 1.222202
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 196.605613 64.053270 208.533795 202.645438 23.708164 46.946926 51.646816 69.223636 0.0163 0.0167 0.0004 1.153993 1.134732
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 228.219066 83.424673 268.996222 264.815399 27.583840 45.515515 243.847671 367.318703 nan nan nan 1.197310 1.194954
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 253.278843 94.752701 59.374202 58.003563 13.251687 24.354835 230.781298 277.843151 0.0170 0.0170 0.0005 1.145925 1.144762
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 131.416728 55.157372 51.674028 42.005465 26.611206 10.944446 590.346376 596.123113 0.0169 0.0164 0.0005 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 161.645823 133.732031 259.964268 225.351559 774.144033 473.089881 481.720591 276.067923 0.0168 0.0167 0.0005 1.232222 1.227366
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.510471 78.593854 74.059627 78.150035 49.843753 36.292198 307.407220 244.156997 0.0172 0.0168 0.0004 1.224180 1.217988
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.202624 72.479553 69.492694 68.230157 53.819752 66.383363 343.676908 264.327307 0.0168 0.0163 0.0006 1.201696 1.198140
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 66.861711 101.662431 81.554034 77.947215 33.853494 52.761825 374.919944 317.286967 0.0168 0.0163 0.0006 1.200854 1.196928
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.209261 77.330347 83.033600 82.875122 32.055657 32.555409 276.549215 274.502099 0.0164 0.0162 0.0003 1.186272 1.180600
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.783160 77.221161 91.258542 91.865051 54.581224 46.354167 624.929772 476.195542 0.0168 0.0163 0.0003 1.197852 1.191901
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.793597 10.846147 28.317848 37.465584 138.949445 188.992521 690.622916 1043.936480 0.0175 0.0162 0.0008 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.926419 179.444672 78.965996 118.493692 66.962440 124.871403 460.899822 810.397499 0.0166 0.0162 0.0006 1.175517 1.167523
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.201358 73.245527 54.883334 56.130876 35.760985 29.466568 342.241139 288.500262 0.0169 0.0164 0.0005 0.991689 0.986810
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 48.762786 68.214348 72.178690 58.373463 44.536175 45.784086 86.854852 42.495625 0.0166 0.0164 0.0003 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.610568 58.966344 47.408204 48.562482 34.390190 55.557453 148.648356 130.551682 0.0173 0.0168 0.0005 0.970692 0.972147
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.377593 71.077359 95.401315 101.261300 53.191005 64.309901 582.736596 390.590583 0.0168 0.0163 0.0005 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.661948 88.443183 62.032918 60.705577 70.637090 50.970676 1183.740959 880.539241 0.0162 0.0163 0.0004 0.782711 0.774385
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.669666 9.656985 26.343644 37.877932 104.560331 143.850388 651.702595 1009.624150 0.0173 0.0164 0.0010 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.892039 69.085939 72.360740 64.175979 20.528495 15.565807 591.991519 286.043588 0.0167 0.0167 0.0005 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.496980 68.459352 74.739786 64.605583 30.895118 18.092645 45.083818 25.744031 0.0166 0.0166 0.0005 0.768522 0.770260
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.305285 61.856712 72.940810 66.546739 53.690502 27.245163 262.917577 121.445251 0.0169 0.0164 0.0006 1.056400 0.389267
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 2.744448 2.744448 2.569265 2.569265 0.646598 0.646598 0.135260 0.135260 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.517411 83.246376 68.864552 79.389387 9.054599 14.094564 217.280430 238.481446 0.0169 0.0162 0.0005 1.139624 1.130806
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 42.270479 68.397206 137.605650 131.858027 35.957280 33.217432 266.404026 237.480235 0.0169 0.0166 0.0004 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.090093 59.941687 40.205055 37.291172 15.433037 8.763060 282.731358 171.268492 0.0162 0.0163 0.0003 1.104095 1.109662
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.200347 61.376127 31.367600 38.068776 6.561148 15.000021 247.496022 398.541628 0.0171 0.0163 0.0006 0.764173 0.757274
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.553039 57.967056 40.755820 35.831569 12.206042 11.370408 398.118912 249.916126 0.0163 0.0163 0.0004 1.069622 1.071667
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 42.561334 59.442255 40.471280 36.096137 13.244595 5.405105 364.203325 152.896068 0.0168 0.0165 0.0007 1.171719 1.171747
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.447363 88.047329 93.209394 78.241356 87.814297 52.393472 874.574649 433.178888 0.0162 0.0163 0.0003 1.178317 1.174574
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0168 0.0163 0.0006 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.923649 76.457361 75.627499 81.986344 31.947346 33.949217 778.696849 687.216503 0.0171 0.0165 0.0004 1.179257 1.169874
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0169 0.0167 0.0003 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0169 0.0166 0.0004 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.003176 100.870538 108.078896 119.062222 109.491643 124.513136 471.627027 438.941773 0.0165 0.0162 0.0004 0.155248 0.034761
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.645533 45.920721 41.647247 40.474409 8.618431 13.255464 250.715778 188.215876 0.0169 0.0164 0.0005 1.178267 1.176848
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0296 0.0297 0.0003 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 41.986575 60.472931 78.767032 74.519105 40.756812 35.120739 393.435011 284.487646 0.0171 0.0167 0.0004 1.194040 1.192712
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 85.656956 74.438159 216.695335 145.944845 10.544687 4.002091 784.098133 224.970664 0.0162 0.0167 0.0006 1.182162 1.189386
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.978622 11.221379 46.357362 43.180818 682.682321 599.039893 24.217691 44.137865 0.0170 0.0168 0.0004 1.227595 1.226197
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.975960 67.804097 38.532859 38.794363 21.167553 24.242245 190.478193 196.710893 0.0167 0.0163 0.0004 1.149554 1.142750
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 99.847589 128.380158 148.498989 141.539806 61.821704 81.222256 546.049909 805.516003 0.0165 0.0163 0.0003 1.172349 1.169634
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.907465 57.942810 31.132520 36.128172 14.576917 25.902277 180.293341 259.873000 0.0172 0.0163 0.0007 1.209114 1.196066
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.583149 49.450447 32.098955 31.574373 19.964911 18.087570 159.449486 161.695323 0.0171 0.0166 0.0004 1.187182 1.182519
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.640053 79.105639 69.723658 72.906328 36.195869 43.434020 362.961535 434.844151 0.0172 0.0166 0.0006 1.221809 1.209599
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.027180 97.680225 99.696765 103.005451 43.689154 55.233767 235.165139 357.987977 0.0168 0.0164 0.0004 1.220084 1.211783
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.145445 61.123754 32.849523 35.290867 18.805374 35.069507 290.252032 339.817027 0.0165 0.0164 0.0004 1.187241 1.185197
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% 46.886294 72.670531 117.343402 107.519680 112.470170 97.013629 250.004247 197.054246 0.0167 0.0164 0.0004 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 70.693688 92.411809 116.142354 104.639235 54.616621 53.452738 522.911890 366.358217 nan nan nan 1.430567 1.436732
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.057247 72.485132 135.756860 103.628873 270.007991 88.760515 1157.636306 474.063123 0.0164 0.0166 0.0005 1.176584 1.175612
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.169591 13.170026 28.101917 37.151067 146.288415 424.087579 697.468167 1215.586370 0.0179 0.0164 0.0012 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.810792 72.810686 121.260965 102.319985 79.071692 37.482684 156.492649 73.436313 0.0167 0.0167 0.0005 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.944343 79.080778 93.650027 93.320398 46.782551 66.331010 305.915771 349.929803 0.0085 0.0078 0.0016 1.182775 1.164541
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.620107 82.026855 146.442397 153.465237 60.617155 28.602973 326.266822 336.838608 0.0083 0.0068 0.0024 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 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 192.912052 19.289927 57.581225 72.628899 79.414020 45.817514 37.251923 167.592561 192.912052

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 3014.861641 79.733668 108.251557 161.289355 161.931333 208.883449 212.704489 3014.861641 2967.119996

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 772.066054 46.247041 36.175469 61.860426 47.595593 28.540768 16.019058 772.066054 417.393612

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 726.189884 36.591983 56.791603 72.455957 76.068729 41.004734 46.082122 663.508279 726.189884

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 815.654243 43.287226 32.943146 73.898630 76.314070 7.456711 11.608429 763.593364 815.654243

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 799.821418 60.115429 59.437064 77.744902 66.961965 78.291309 41.964020 799.821418 410.343854

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1000.744976 57.722794 55.816021 70.387105 63.120866 87.792977 65.389447 1000.744976 754.127977

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 584.159250 60.571518 51.002834 65.739727 77.403570 30.599818 73.256084 341.761829 584.159250

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 680.803961 42.750645 76.004141 152.659986 168.912520 115.183688 120.622221 580.961438 680.803961

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 888.575577 71.464447 103.102339 182.054816 182.472646 56.750465 33.650130 888.575577 589.802951

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 557.350540 43.153865 62.301030 68.348398 69.744879 42.188226 33.374924 557.350540 505.986642

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 790.350394 46.198178 69.577737 93.177838 97.233930 48.670888 62.018264 556.311378 790.350394

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1389.823276 32.499823 29.464367 55.193778 30.054246 225.185655 90.230857 1389.823276 547.518727

Antenna 2: 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
2 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 999.750639 31.412433 28.073367 42.112233 42.934844 63.062435 46.202337 999.750639 921.548659

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1656.999202 40.798801 39.102745 45.860148 56.795978 126.133619 126.279787 1198.735470 1656.999202

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1353.983752 30.271946 29.708809 51.878206 34.576369 93.920000 62.965821 1353.983752 592.531664

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 499.222865 28.530106 23.399542 37.167196 37.746785 81.261012 108.178636 396.049415 499.222865

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1455.915740 20.580424 23.591261 27.816931 53.877692 61.082083 258.693862 372.821551 1455.915740

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1670.840353 31.344273 26.001953 37.951510 40.853467 136.925927 263.774511 875.092125 1670.840353

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 546.151347 20.154440 23.197114 42.881052 39.245633 283.990174 198.699808 546.151347 400.054626

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 1392.863083 27.767759 20.367113 41.440892 28.580936 483.202302 180.637373 1392.863083 657.242231

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 2405.522715 27.316179 41.090508 53.308553 64.127074 326.611190 658.708935 1245.305060 2405.522715

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1071.033470 23.387450 26.690332 35.704586 31.182546 153.105174 87.354974 1071.033470 709.221060

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1651.244543 21.285627 23.169452 33.581182 25.141839 242.714269 81.983090 1651.244543 569.351826

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 1515.156236 52.352286 91.244655 190.903654 214.118484 42.566754 48.075357 1363.898086 1515.156236

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1489.662195 30.547884 27.673859 34.984573 44.162543 93.127456 180.158281 724.816191 1489.662195

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 5517.558565 152.239168 247.440221 289.980972 312.423850 1132.172667 1244.639168 3529.632428 5517.558565

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 556.767287 8.876081 7.547104 17.325294 21.951260 22.939679 64.196835 202.732015 556.767287

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 583.368621 9.869958 7.108417 21.467744 22.938147 109.399666 121.913657 377.203929 583.368621

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 1925.840611 45.018051 75.595809 198.215756 213.474700 28.046429 43.172052 1655.170331 1925.840611

Antenna 2: 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
2 N00 RF_maintenance nn Temporal Discontinuties 313.761322 3.039879 2.414327 4.974903 5.195293 2.863463 0.935505 313.761322 309.342488

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 426.137178 7.998441 5.851845 16.920696 17.991295 35.728038 31.584810 372.768424 426.137178

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 1365.750887 27.124521 22.922738 46.158946 53.973641 63.623659 138.452531 680.774101 1365.750887

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Variability 691.037164 24.948257 26.760457 61.687782 59.602457 215.498518 691.037164 377.124206 332.191550

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Temporal Discontinuties 167.141193 106.166884 106.166884 96.283137 96.283137 76.931634 76.931634 167.141193 167.141193

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance nn Power 143.363282 20.976310 50.476262 136.127597 143.363282 107.716751 98.017096 121.557834 92.538452

Antenna 2: 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
2 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 752.209521 35.871437 61.373083 117.501582 120.896297 47.203157 44.945026 752.209521 687.706658

Antenna 2: 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
2 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 161.051334 79.705946 31.896065 94.815002 82.089388 43.964948 53.291293 161.051334 125.486884

Antenna 2: 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
2 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 439.393448 49.710874 66.620191 119.681245 105.199827 73.357698 36.574667 439.393448 179.921402

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 923.984595 102.375073 49.798244 154.273165 130.977584 104.107323 71.438768 923.984595 600.024867

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 615.313730 48.319034 92.960631 110.054101 119.574552 103.708628 80.753276 615.313730 497.101750

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 652.622600 94.104682 58.950773 133.858401 121.288402 90.709735 56.085863 652.622600 452.830129

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1073.059705 61.516202 105.388092 159.064897 178.563940 53.801217 61.996669 1073.059705 1001.959301

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 223.120756 71.402413 40.723538 120.542801 111.231219 45.147672 50.802726 223.120756 218.936404

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1034.370884 83.327370 73.580103 112.179785 124.626693 37.867287 48.517025 664.577511 1034.370884

Antenna 2: 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
2 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 2788.905742 33.964229 29.957460 60.024582 107.683257 47.775118 348.591044 483.091971 2788.905742

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1253.999719 53.909847 69.136989 183.025877 145.543683 60.744489 37.816335 1253.999719 403.551436

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 2253.199887 70.970095 88.093697 138.913872 120.001463 66.324946 28.955803 2253.199887 819.560347

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 826.084409 46.079317 75.436515 204.275114 198.414337 138.663224 155.855594 826.084409 821.748384

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 935.832292 112.200565 62.862351 258.475401 233.022951 82.402711 70.214816 846.918192 935.832292

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 1173.927286 27.734252 39.491779 62.780557 70.567468 305.579671 381.961270 1109.902675 1173.927286

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 272.013108 64.968290 43.075026 168.606453 175.712784 32.505725 33.253772 206.543969 272.013108

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 578.580138 33.425126 64.144900 159.698694 159.280022 51.206353 38.641459 578.580138 397.194589

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 1351.647629 90.728426 38.302320 146.347704 123.212088 52.367969 41.924550 1351.647629 1139.759364

Antenna 2: 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
2 0 RF_maintenance nn Temporal Discontinuties 1498.554795 87.587372 35.274523 126.455039 102.069795 47.368156 32.186847 1498.554795 1029.837846

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1157.404592 86.289026 46.946537 145.642302 165.591036 42.757557 66.393171 395.208254 1157.404592

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1866.332242 83.366233 65.749345 108.076856 120.827091 34.923005 62.859731 670.749740 1866.332242

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 867.744794 35.401526 47.364603 76.430326 70.527246 134.993726 131.260445 867.744794 735.219061

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 621.993811 89.893245 56.272412 116.610663 117.722817 47.456558 57.987893 346.139471 621.993811

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1158.471519 85.201154 107.904922 176.959784 151.810005 83.827475 64.852943 1158.471519 526.198912

Antenna 2: 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
2 0 RF_maintenance nn Power 162.368534 39.761096 95.176985 156.777573 162.368534 21.275528 13.876768 44.617589 34.528444

Antenna 2: 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
2 0 RF_maintenance ee Power 165.099684 67.219734 38.315522 148.638171 165.099684 35.949632 67.306910 84.014440 153.544178

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 923.961539 40.794721 73.362458 112.180292 116.577286 35.564163 43.810596 923.961539 666.195280

Antenna 2: 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
2 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 2: 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
2 0 RF_maintenance ee Temporal Variability 31034.947861 1.216308 1.216308 1034.651525 1034.651525 31034.947861 31034.947861 5.900287 5.900287

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 1015.688170 43.652318 77.150509 140.113013 138.195466 71.367459 45.906256 1015.688170 548.286100

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 166.476454 44.818599 71.077669 147.238777 150.514745 37.359701 47.696874 166.476454 155.079980

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 704.408821 40.125246 88.575219 168.629400 184.540280 55.071660 58.165506 704.408821 622.661317

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 446.540383 46.714086 77.591556 142.631958 152.081548 42.473090 61.996881 446.540383 329.563851

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 510.394623 45.425326 72.463684 139.282904 144.058828 44.908848 72.679741 510.394623 497.769508

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 231.430226 25.987850 43.939758 169.182235 175.707537 83.025363 58.574139 231.430226 174.964780

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 513.027131 39.770015 74.371634 161.453426 171.039139 47.348765 37.103977 513.027131 502.065576

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 590.840576 72.189558 76.240485 206.078232 163.330033 76.756457 53.186206 590.840576 206.184669

Antenna 2: 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
2 0 RF_maintenance ee Temporal Discontinuties 480.810943 78.992609 58.298067 152.247618 170.624537 55.813840 55.315333 252.985803 480.810943
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