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 = "90"
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 90 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 90, Node N09:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.996585 1.109659 16.979170 1.024211 17.873235 0.758464 -1.421492 -0.634866 0.0459 0.0378 0.0019 1.247685 1.245845
2459808 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.898039 -0.008309 18.522298 1.263065 16.467437 -0.841041 -0.251503 -0.246105 0.0545 0.0387 0.0034 1.214164 1.230196
2459807 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
2459806 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.742374 20.461727 35.641863 36.860503 45.996357 46.042066 4.205462 2.226595 0.0330 0.0313 0.0010 1.163991 1.159718
2459805 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.966731 18.011544 53.776579 54.448844 20.667710 22.210146 4.102152 3.555221 0.0331 0.0313 0.0010 1.163435 1.162184
2459804 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.216558 21.236527 48.064338 49.175546 22.922968 24.218778 2.869567 2.632942 0.0324 0.0287 0.0008 1.185569 1.185145
2459803 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.104956 25.699856 63.029779 64.178154 24.407621 26.056265 10.735317 10.276293 0.0324 0.0307 0.0016 1.109169 1.111774
2459802 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.854598 24.284287 44.050382 45.224266 41.375719 40.761559 4.302224 3.432658 0.0338 0.0315 0.0019 1.183460 1.181265
2459801 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.897275 21.895176 47.106083 47.980352 42.289775 43.991288 12.850555 12.199631 0.0332 0.0310 0.0019 1.140943 1.136677
2459800 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.308584 22.491245 47.067086 47.836851 24.068995 24.926022 17.273455 16.025876 0.0319 0.0298 0.0010 1.189101 1.190079
2459799 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.787335 21.014273 32.728014 33.873582 60.735718 59.338892 1.101928 0.139126 0.0318 0.0287 0.0011 1.124093 1.122409
2459798 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.171821 21.466832 46.619035 47.495836 20.847650 21.416795 10.862003 10.088576 0.0319 0.0298 0.0006 1.211616 1.214308
2459797 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.225180 18.701212 45.607319 46.299684 26.815203 26.989025 14.249666 13.143032 0.0319 0.0308 0.0006 1.222596 1.219119
2459796 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.940743 20.079741 57.229098 58.885235 23.781974 23.484079 14.652176 13.044520 0.0324 0.0301 0.0008 0.000000 0.000000
2459795 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.674406 23.110274 47.457792 48.869306 26.770393 26.514205 13.627889 12.220869 0.0324 0.0310 0.0007 1.251772 1.251875
2459794 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
2459793 RF_maintenance 100.00% 48.39% 51.08% 0.00% 100.00% 0.00% 14.522731 14.676248 8.155381 2.426356 29.970284 30.710138 9.963823 7.000296 0.4063 0.4133 0.2307 2.477441 2.582877
2459792 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.385312 2.481423 -0.143757 4.599366 0.510862 3.882832 1.652861 0.723431 0.7385 0.6410 0.4173 3.868861 3.262060
2459791 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.149544 3.184777 0.819779 5.352272 -0.157256 2.781623 0.099527 -1.275586 0.6865 0.6812 0.4246 4.734164 4.301292
2459790 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.567167 5.294811 1.491071 5.283809 -0.229229 5.872657 3.034547 -0.338455 0.6794 0.6794 0.4288 1.864863 1.833712
2459789 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.356292 4.396837 -0.727744 4.966294 0.011817 4.908910 9.765693 -1.620218 0.6586 0.6567 0.4253 7.054929 8.375252
2459788 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
2459787 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.795349 3.275407 -0.546220 4.736182 -0.164819 2.743592 5.968638 0.405065 0.6440 0.6462 0.3998 10.302375 10.741312
2459786 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.867919 4.030837 -0.558934 5.538036 0.459793 5.961658 2.947674 0.170518 0.6343 0.6352 0.3870 19.164324 20.180510
2459785 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.274190 2.469186 1.129283 12.447329 0.638516 7.013661 0.484113 0.389273 0.7481 0.6571 0.4112 0.000000 0.000000
2459784 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.272956 4.664891 -0.569954 10.376826 -0.375559 9.495400 0.092416 -0.673007 0.6066 0.6060 0.3770 8.616634 10.235367
2459783 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
2459782 RF_maintenance 100.00% 26.88% 0.00% 0.00% 100.00% 0.00% 3.525858 2.607121 4.869514 0.665268 2.005239 0.856408 1.838432 -0.632302 0.4915 0.5702 0.3775 2.580791 3.465258
2459781 RF_maintenance 100.00% 10.43% 0.00% 0.00% 100.00% 0.00% -0.051746 -0.400183 3.156583 -1.260654 -2.687992 -1.822032 0.640739 3.634241 0.6783 0.7095 0.3856 2.588678 3.054978
2459778 RF_maintenance 100.00% 8.06% 0.00% 0.00% 100.00% 0.00% 4.113186 1.337015 6.649849 1.038179 8.118045 1.360548 2.386743 4.508478 0.6448 0.6506 0.4247 2.813824 3.974469
2459776 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.076661 2.109657 5.531341 1.527531 17.215540 0.349761 1.265943 0.707781 0.6463 0.6582 0.4308 2.597196 3.586322
2459774 RF_maintenance - 6.75% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6475 0.6314 0.4297 nan nan
2459773 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.277040 0.423785 6.686635 -0.819663 5.563795 -0.422330 7.668397 3.241601 0.5066 0.5047 0.3131 7.644327 8.368504
2459772 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.656589 -0.398172 2.361273 -0.199396 2.008915 -0.293781 3.231929 -0.184007 0.5171 0.5164 0.3029 3.641898 3.782327
2459771 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.633053 0.106664 1.894191 -0.129410 1.416950 -0.316349 1.602370 -0.205568 0.7308 0.6295 0.4147 4.696060 4.298774
2459770 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.171342 0.240293 4.693794 -0.830530 2.909840 -0.701720 3.083541 -0.484017 0.5253 0.5233 0.3115 4.548233 4.906620
2459769 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.224961 1.285916 5.467849 -0.700243 4.499284 -0.101170 4.012466 -0.199850 0.5243 0.5219 0.3168 3.009415 3.106622
2459768 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.029441 1.051820 5.169294 -0.620657 2.733126 -0.472810 5.591569 2.232929 0.5293 0.5273 0.3208 4.417781 4.327292
2459767 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.157757 0.670509 2.410511 -0.313779 1.973534 1.148794 10.470816 19.456685 0.5564 0.5598 0.3029 2.907019 3.041586
2459766 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.169298 -0.130547 2.457762 -0.172042 2.703692 -0.373407 3.364871 3.500181 0.5395 0.5381 0.3262 3.029352 3.188465
2459765 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.905112 0.626198 7.320129 -0.800850 1.411687 -0.092899 9.583962 3.751655 0.5469 0.5403 0.3322 5.178925 5.526292
2459764 RF_maintenance - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.420080 -0.139365 3.469979 -0.777091 5.458853 -0.699397 5.460106 -0.269321 0.7349 0.6541 0.4665 3.981091 4.410823
2459761 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.574243 0.701703 5.102755 -0.666910 3.616978 0.851831 6.578393 1.123373 0.5678 0.5621 0.3481 3.981501 3.853366
2459760 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.365752 0.103265 5.097005 -0.665272 7.694450 -1.262394 10.962083 -0.132508 0.5702 0.5620 0.3518 6.890834 6.918907
2459759 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.686100 -0.941057 1.517963 -0.353357 1.520619 -0.269218 1.977451 -0.109521 0.5436 0.5602 0.3091 2.683028 2.839698
2459758 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.566628 -0.306800 2.817077 -0.454161 1.540666 -0.402737 3.128962 0.070258 0.5930 0.5966 0.3422 3.112959 3.359785
2459757 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.905040 -0.713049 2.208034 -0.647588 1.803709 -0.843405 2.636084 -0.448441 0.7500 0.6666 0.4019 3.083346 2.647279
2459755 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
2459754 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
2459753 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
2459752 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
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% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 389.617805 389.591796 inf inf 1842.808818 2347.785363 7237.668730 7044.192488 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.056500 -0.911234 -0.542840 0.327788 0.551703 0.341142 1.826048 -0.309681 0.0304 0.0282 0.0012 nan nan
2459710 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.586223 -0.970905 -0.621802 0.785398 0.368041 -1.423268 1.330646 -0.852858 0.0345 0.0355 0.0027 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.318346 1.373738 8.229670 -0.527070 7.799626 -0.434260 11.787025 4.975857 0.7168 0.6540 0.4217 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.473482 0.450057 0.288664 -1.650713 0.321823 -1.247609 0.658742 -0.875806 0.0354 0.0306 0.0045 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.875877 -0.856700 -0.542596 0.696907 0.059001 -1.002561 1.018952 -0.858661 0.0393 0.0285 0.0051 nan nan
2459705 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 3.707057 0.824868 0.199635 1.118778 0.659509 0.927412 3.119394 -0.676824 0.0412 0.0320 0.0074 nan nan
2459703 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.591126 -0.008975 0.235644 1.620421 2.877673 0.899154 1.262685 -0.743134 0.0339 0.0314 0.0026 nan nan
2459702 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.876156 1.737516 6.901144 -0.929728 2.037404 1.499766 6.429278 6.034988 0.0474 0.0475 0.0015 0.000000 0.000000
2459701 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.647017 1.778085 4.045976 -0.472641 1.096001 0.932520 4.976281 1.949824 0.0530 0.0536 0.0020 1.236526 1.227007
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2349.492008 2349.492008 2116.240984 2116.240984 1609.905709 1609.905709 4810.761476 4810.761476 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 710.943441 710.943441 644.635385 644.635385 636.843640 636.843640 2525.308160 2525.308160 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 580.574550 580.574550 595.377946 595.377946 532.836811 532.836811 1708.833066 1708.833066 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.243822 1.015788 4.574621 -0.877191 4.865007 -0.550189 2.530656 2.901573 0.6739 0.6404 0.4060 6.264218 6.961936
2459693 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.414287 0.557678 7.522205 -0.643617 7.006897 -1.086677 13.068597 -0.700379 0.7389 0.7208 0.2732 10.688751 8.892838
2459692 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.416060 0.181262 4.082614 -0.174153 2.942299 0.281055 3.549650 -0.481459 0.7621 0.7694 0.2035 6.178254 5.651965
2459691 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.530008 1.140426 7.323935 -0.989861 1.103758 1.751360 7.949752 16.168163 0.6145 0.6159 0.3273 8.582822 8.482656
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.741885 2.909038 8.545628 -0.542986 3.634206 3.583358 9.653465 14.238445 0.6378 0.6330 0.3546 8.945972 9.390019
2459689 RF_maintenance 100.00% - - - - - 3.561914 2.116491 6.370683 -0.490442 6.226931 3.178897 8.364358 17.516444 nan nan nan nan nan
2459688 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.386966 3.384215
2459687 RF_maintenance 100.00% 99.46% 99.46% 0.00% - - 2.735932 2.088941 6.293663 -0.616914 16.509813 19.476928 5.049624 5.104686 0.3165 0.3042 0.1741 nan nan
2459686 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.317441 1.266185 5.308420 -0.814975 0.662232 1.120857 1.645048 2.563287 0.6279 0.6290 0.3482 5.281770 5.084470
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.852237 -0.058355 4.755104 -0.864375 1.268019 0.215698 1.872465 1.284094 0.6347 0.6364 0.3509 5.831394 4.554430
2459684 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.066204 1.223669 6.275070 -0.754501 0.551686 0.087452 0.967824 0.652789 0.6277 0.6328 0.3537 4.318889 4.223413
2459676 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.627499 1.148653 7.320313 -0.090347 0.726210 1.117132 2.058414 1.091378 0.6503 0.6552 0.3571 12.858248 13.453335
2459675 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.044423 1.506775 5.649922 -0.743059 1.916378 1.348508 1.887543 0.875551 0.6490 0.6563 0.3534 4.730731 4.380867
2459674 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.811429 1.641453 5.852038 -0.821513 1.381137 0.359279 1.763943 0.937813 0.6570 0.6589 0.3553 6.327268 5.073797
2459673 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.065903 2.128160 6.725369 -0.570603 9.172101 0.800961 2.802127 1.137834 0.6640 0.6566 0.3821 6.093084 12.891569
2459672 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.145024 0.597094 6.768918 -0.708104 -0.275536 -0.251471 1.172402 1.342573 0.6559 0.6600 0.3539 8.320238 8.303996
2459671 RF_maintenance 100.00% 32.97% 32.97% 0.00% 100.00% 0.00% 3.830742 2.396862 6.480096 -0.564244 6.189395 0.185586 3.337120 1.365248 0.5290 0.5216 0.2944 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% - - 2.709702 0.186952 22.761880 25.971878 -0.219162 0.259736 3.278006 0.306645 0.0402 0.0318 0.0024 nan nan
2459668 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.457909 1.214450 7.815276 -0.775019 11.007018 0.075399 7.783332 1.215413 0.7162 0.6999 0.3412 6.956626 7.271398
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 113.116907 93.938255 149.137044 141.328686 60.150172 70.137182 2339.462836 2028.919761 0.0190 0.0171 0.0011 1.122134 1.120382
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 39.993466 67.521074 181.527527 185.877742 195.120942 198.999897 960.145174 1042.925367 0.0199 0.0173 0.0013 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.517495 151.420308 244.140365 318.477561 69.450583 114.935662 1250.499420 2331.629018 0.0189 0.0167 0.0017 0.898690 0.891677
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 29.894016 52.330960 73.064285 108.619533 397.095375 773.699431 1469.947272 2987.510874 0.0192 0.0168 0.0019 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 54.607795 74.229251 185.847042 208.515607 39.333346 51.226277 326.909470 439.720099 0.0192 0.0170 0.0016 1.127506 1.120615
2459660 RF_maintenance 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 2.821230 0.955062 10.274816 -0.791017 7.973553 0.272916 2.909325 0.495369 0.6806 0.6609 0.3314 6.399370 6.889332
2459659 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.964796 1.637457 7.723781 -0.800523 8.498715 0.614387 4.725164 1.727152 0.6400 0.6413 0.3558 4.540124 4.688208
2459658 RF_maintenance 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 3.037074 -0.580871 5.828417 -1.004892 4.902273 -0.632732 3.882178 -0.186537 0.6426 0.6469 0.3550 3.298038 3.495257
2459657 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.225924 1.826568 10.555897 -0.742053 7.737421 0.209181 6.064299 -0.307442 0.6701 0.6558 0.3438 5.826904 6.055160
2459656 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.062250 1.857264 7.068411 -0.419318 6.102571 0.581943 5.377836 2.324925 0.6443 0.6471 0.3474 6.555378 7.456497
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.406755 2.461809 0.495574 1.941455 0.622110 1.185408 2.925215 -0.407544 0.0363 0.0288 0.0022 nan nan
2459653 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.406012 -0.119466 6.611615 -0.558689 7.932720 -0.366907 1.334124 -0.855489 0.6507 0.6542 0.3538 5.097310 5.369480
2459652 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.033734 0.018065 1.414717 -1.267558 78.034442 -0.709939 0.334555 -0.881900 0.6479 0.6511 0.3552 10.938998 11.669111
2459651 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.151531 1.395079 8.547416 -0.743729 7.628587 -0.215306 9.258695 -0.788112 0.8685 0.8672 0.1200 54.528327 39.663707
2459650 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.424385 0.421132 7.418757 -0.894130 7.644791 -0.677824 10.479442 -1.146451 0.7936 0.7832 0.2432 10.982837 9.628419
2459649 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.106268 0.583359 7.643303 -0.559130 5.913457 0.879308 4.331857 -0.307455 0.6869 0.6764 0.3192 5.972400 5.747005
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% -0.043205 -0.043205 -0.066873 -0.066873 0.116236 0.116236 0.813676 0.813676 0.2085 0.2085 0.0000 0.077448 0.077448
2459646 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.797471 0.535572 8.144176 -0.845228 5.515813 0.657545 4.554450 4.859813 0.6297 0.6370 0.3309 5.865590 6.212645
2459645 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.568437 -0.052684 8.491028 -0.799435 5.011106 0.224910 3.476262 -0.728090 0.7245 0.7448 0.2448 8.103553 10.502876
2459642 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
2459641 RF_maintenance - 28.86% 51.68% 0.00% - - nan nan nan nan nan nan nan nan 0.5654 0.4798 0.0382 nan nan
2459640 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.469762 3.230075 8.973239 -0.580596 8.728752 3.737116 3.698347 8.221911 0.6113 0.6154 0.3269 6.197166 6.818085
2459639 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.964204 1.041534 9.306224 -0.462568 9.552115 1.242876 2.277965 1.517720 0.6192 0.6286 0.3227 4.624724 5.097526
2459638 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7375 0.7445 0.2557 nan nan
2459637 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.579054 1.969268 12.814398 -0.013130 4.554799 3.484467 4.151400 8.215722 0.6007 0.6013 0.3294 5.005299 5.507550
2459636 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.998349 3.893071 12.280044 -0.168379 4.338324 5.625173 4.514492 9.846232 0.5993 0.5969 0.3284 5.358877 5.890463
2459635 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.439503 2.381057 11.706329 -0.187560 5.117132 4.134989 2.781962 4.232466 0.6078 0.6075 0.3320 6.064516 6.566518
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.324974 0.324974 0.326235 0.326235 0.229534 0.229534 0.230189 0.230189 1.0000 1.0000 0.0000 0.050867 0.050867
2459633 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.568156 2.032356 12.539555 0.007764 7.184563 4.677375 4.263404 6.624508 0.6003 0.6017 0.3479 3.195369 3.142974
2459632 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.871773 2.555573 10.561613 0.021321 4.504971 2.216170 3.015827 7.996707 0.6083 0.6090 0.3409 5.100591 5.568930
2459631 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.428456 2.557212 11.568495 0.427093 7.735287 2.486186 4.773322 10.578510 0.6093 0.6121 0.3399 5.696814 5.887665
2459630 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.609969 4.871048 9.621893 0.130341 8.071440 5.394797 7.657385 20.026164 0.6111 0.6094 0.3356 7.968464 7.651128
2459629 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.963967 4.548744 12.414588 0.297998 6.104388 1.298667 2.155213 0.798845 0.6319 0.6196 0.3249 5.355553 5.505723
2459628 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.386885 2.789939 9.830871 -0.216178 4.070406 1.171262 3.472415 3.831403 0.6114 0.6069 0.3416 4.842558 4.958129
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.475317 0.475317 0.476896 0.476896 0.565557 0.565557 0.562451 0.562451 1.0000 1.0000 0.0000 0.030054 0.030054
2459626 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.231471 4.739658 7.872026 -0.105639 6.318005 2.394838 16.059418 33.072392 0.6268 0.6211 0.3389 4.885861 5.045552
2459625 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.512956 2.309871 11.349879 -0.231174 4.425882 2.039632 1.478537 0.363551 0.6182 0.6160 0.3402 5.530532 5.764191
2459624 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.932885 3.704107 9.304105 -0.480178 5.609012 4.345616 9.686697 13.623875 0.6200 0.6126 0.3333 8.178243 7.875826
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.250733 2.101122 20.782795 -0.431004 4.587351 1.518430 6.699068 6.526264 0.6209 0.6178 0.3572 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 2.162932 1.313338 9.863941 0.280811 5.814806 1.069746 7.247105 5.802318 nan nan nan 84.374399 236.535141
2459620 RF_maintenance 100.00% 89.26% 100.00% 0.00% - - 15.034740 0.610689 13.057335 4.122827 1414.803769 100.622920 116.647035 3.939274 0.0865 0.0290 0.0144 nan nan
2459619 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.872242 2.440049 11.445286 -0.659751 5.426687 1.897358 3.642777 4.801046 0.6162 0.6107 0.3532 -0.000000 -0.000000
2459618 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.839493 0.715081 12.310465 -0.391410 6.453227 1.390557 5.505742 4.829604 0.6176 0.6184 0.3676 11.306694 12.520106
2459617 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.031457 1.425682 10.028072 -0.317539 6.649107 4.291955 5.992045 12.969722 0.6233 0.6229 0.3547 0.000000 0.000000
2459616 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.827800 1.430901 17.918868 -0.535169 4.919085 0.853481 2.345861 0.393174 0.6378 0.6349 0.3622 3.946734 4.084057
2459615 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.732032 0.931021 9.639307 -0.566302 3.437883 4.200315 5.252407 8.709539 0.6107 0.6094 0.3779 0.000000 0.000000
2459614 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.048081 0.982350 10.040181 -0.860691 2.129945 1.530178 3.934804 6.678842 0.6249 0.6211 0.3752 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% 67.57% 67.57% 0.00% 100.00% 0.00% 2.563391 0.773412 9.389602 -0.226608 4.377548 0.403884 3.546506 -0.031235 0.4036 0.4137 0.2131 0.000000 0.000000
2459611 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.055914 -0.076937 6.839645 -0.236588 2.208333 0.875561 3.295090 0.926390 0.6585 0.6670 0.3330 6.168713 5.871006
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 342.392837 350.660226 inf inf 31.873210 49.032221 231.600496 580.777435 nan nan nan 0.000000 0.000000
2459609 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.007512 2.186159 13.231673 -0.670159 2.502108 2.584936 3.612123 3.509200 0.6782 0.6780 0.3088 6.055021 5.611032
2459608 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.297911 1.537159 14.558737 -0.779777 3.700539 3.267126 6.234618 11.594434 0.6477 0.6560 0.3669 9.598060 9.163431
2459607 RF_maintenance 100.00% 37.84% 37.84% 0.00% 100.00% 0.00% 3.003892 0.822312 9.867132 -0.816211 12.294074 -0.524265 0.351888 1.995552 0.4092 0.4098 0.2274 7.190794 6.182343
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.295296 -0.438540 1.615700 1.969193 0.675302 1.692816 0.901934 -0.179901 0.0353 0.0390 0.0014 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 348.789508 351.381786 inf inf 40.255272 64.537592 302.783950 703.219413 nan nan nan 0.000000 0.000000
2459603 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.699005 2.966983 11.841279 -0.634880 0.695584 -0.360463 0.617107 -0.190111 0.7757 0.7728 0.2775 8.944527 8.181484
2459602 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.055663 0.776432 14.248593 -0.463257 2.948935 1.559617 4.119578 6.291925 0.6721 0.6834 0.3471 4.977129 5.043953
2459598 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.321678 2.101378 10.410883 -0.621030 2.486445 5.138343 2.296183 3.982501 0.6771 0.6748 0.3670 8.111027 7.010521
2459597 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.910877 0.735570 13.099934 -0.908022 2.925361 0.729674 4.874703 2.157374 0.6794 0.6819 0.3305 5.796855 5.691493
2459596 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.976681 4.652928 9.769916 -0.152048 1.880061 1.188665 1.000935 0.087562 0.6804 0.6790 0.3449 7.196236 7.475445
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 382.731063 393.261339 inf inf 23.104229 28.997671 80.925270 173.792396 nan nan nan 0.000000 0.000000
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.575197 -0.747344 7.652265 -0.690626 2.001970 -0.782844 6.607558 -1.045254 0.8049 0.8078 0.2398 16.801823 14.452430
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 264.012637 275.422231 inf inf 36.301272 61.904192 147.690363 313.538153 nan nan nan 0.000000 0.000000
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.625420 -0.929755 -0.084681 1.613472 0.065801 -0.331110 1.901987 -0.098203 0.0341 0.0276 0.0015 nan nan
2459591 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.061322 0.798450 13.246690 -0.806206 0.504166 1.427583 1.711153 0.941252 0.6796 0.6888 0.3658 11.024950 11.098414
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.809488 1.118430 11.001126 -0.872321 4.040937 6.911855 5.118423 4.971673 0.6831 0.6882 0.3594 8.135790 7.571823
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.231298 0.977220 9.271667 -0.542722 4.840349 1.314659 4.907893 -0.177252 0.7253 0.7195 0.2819 7.663293 7.099092
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 198.919532 221.792216 inf inf 24.375267 26.930439 69.307007 18.223778 nan nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 3.229804 1.137178 18.995950 -0.547329 0.316770 0.049400 2.805430 1.183448 nan nan nan 9.258391 9.326688
2459586 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.755065 0.424101 7.558139 1.011535 8.836990 1.499018 7.872007 1.046958 0.6831 0.6880 0.3454 4.821824 5.142088
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 159.049389 163.014416 inf inf 28.614838 15.238549 700.172138 1127.265343 nan nan nan 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.769253 16.565057 10.303494 3.188164 2.450502 3.205814 14.717736 14.683777 0.6756 0.6837 0.3731 1.767722 2.133085
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.633060 0.928431 2.977604 1.241885 2.470770 0.823287 4.429497 4.290337 0.6856 0.6930 0.3743 0.000000 0.000000
2459582 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.925156 0.730811 2.293373 1.261429 2.292367 1.437940 2.842840 2.597608 0.6856 0.6891 0.3766 4.073967 3.784775
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.945618 1.809031 2.933656 1.027125 2.592850 2.448649 4.240559 3.694057 0.6861 0.6901 0.3732 4.825271 3.955714
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.498544 0.892974 2.274055 1.237950 3.443277 1.252867 2.940043 2.908241 0.6911 0.6947 0.3704 3.168457 2.994284
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.549629 1.708146 3.083699 1.763301 2.757678 1.901115 9.032888 8.271433 0.6868 0.6902 0.3697 6.761288 6.642546
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.933597 2.805197 2.590027 0.972103 2.328483 1.863061 0.715497 0.354495 0.6896 0.6892 0.3720 5.158944 4.263832
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.024861 0.812196 1.899751 1.259972 3.084198 -0.573107 0.933300 0.012754 0.7101 0.7134 0.3745 6.069153 5.294644
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.942096 0.054495 2.069061 0.946331 2.250966 0.550208 2.840029 0.984635 0.7747 0.7755 0.3133 10.875109 10.564405
2459574 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.932124 1.546732 1.907925 0.942581 2.558344 5.574196 0.772885 2.371787 0.7149 0.7172 0.3604 5.718089 5.324747
2459573 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.039775 -0.200725 3.794829 2.005803 1.588316 -0.191045 0.843416 -0.292409 0.7047 0.7130 0.3725 7.296978 5.915451
2459572 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.277956 5.279761 1.708082 0.992020 1.357362 2.517481 2.408751 5.731071 0.7028 0.6994 0.3756 5.365342 4.531190
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.689633 -0.770758 -0.005501 0.583715 1.402785 0.495404 2.103390 -0.697496 0.0328 0.0289 0.0012 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 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
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.478693 7.838997 3.153517 1.629661 0.849073 2.531829 2.257321 1.448815 0.0598 0.0679 0.0059 1.222519 1.221606
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% 4299.241007 4299.241007 4031.441662 4031.441662 -0.749395 -0.749395 -1.917447 -1.917447 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.753775 5.911692 3.000373 1.816914 0.993815 -1.309050 1.525344 1.153614 0.7171 0.6940 0.3853 3.475423 2.777491
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.510824 6.754597 6.778595 2.930548 1.453184 2.286774 1.415591 1.242698 0.7041 0.6868 0.3837 3.458258 2.885930
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.716713 3.836952 1.692008 0.904101 1.191207 -0.564508 1.017054 0.634500 0.7139 0.7010 0.3714 4.274142 3.700122
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.271807 4.708162 1.738811 0.645821 0.611532 -0.969738 1.389279 0.889359 0.7162 0.7041 0.3720 4.665140 4.169557
2459560 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.308530 4.216577 1.845246 0.651049 1.610461 -0.823438 1.518004 2.281507 0.7031 0.6882 0.3892 3.421567 3.108962
2459559 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.262516 5.159892 1.635527 0.723311 1.705592 -0.760464 1.339728 1.060865 0.7141 0.6964 0.3723 3.873525 3.104169
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.441056 7.654628 3.212295 1.185431 1.400033 1.702129 1.974349 2.084954 0.7167 0.6945 0.3798 4.612027 3.870125
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0326 0.0276 0.0015 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.683451 7.369275 3.042400 1.427780 2.668878 0.526054 3.922187 6.756592 0.7151 0.6964 0.3774 7.374741 6.560433
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7121 0.6926 0.3928 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7174 0.6993 0.3868 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.738148 1.115118 4.208440 1.330567 6.059638 -0.211994 1.224624 -0.150548 0.7188 0.7190 0.3866 3.507408 3.093133
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 - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0446 0.0423 0.0011 nan nan
2459549 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.000191 0.092742 3.559008 1.227454 3.070043 -0.066696 1.702037 1.172438 0.7134 0.7193 0.3884 5.087001 4.630401
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.778802 7.983162 7.868945 2.380862 -0.264245 -0.133199 6.036698 11.194190 0.7705 0.7546 0.3335 6.688185 5.842525
2459541 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
2459540 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
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.783307 1.258685 5.342728 2.776589 2.315365 1.637026 3.347648 8.301332 0.7481 0.7420 0.4037 5.585895 5.294777
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.576474 -0.345065 1.845318 0.592224 1.413374 1.632047 1.679035 1.289335 0.7908 0.7691 0.3449 4.207438 3.587238
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.432145 -0.789222 1.949511 0.418587 0.996784 1.194744 1.091583 -0.359450 0.7771 0.7607 0.3545 4.759338 4.128200
2459533 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.435306 -0.349035 3.504160 0.672704 2.523237 -0.338096 1.907338 1.053147 0.7338 0.7238 0.3905 3.883848 3.442368
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.181071 -0.075403 4.645939 1.601225 2.350527 0.681258 0.950827 1.263881 0.7305 0.7177 0.3945 4.816675 4.317618
2459530 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.754997 1.648476 1.597319 0.467863 1.303714 3.055643 3.999746 12.334671 0.7532 0.7336 0.3871 4.344385 3.870209
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.183002 -0.566035 4.721687 0.773232 2.622882 0.083697 1.123441 0.179063 0.9157 0.9463 0.2743 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 1.540764 -0.237453 5.170596 1.163348 -0.121337 0.948598 1.801147 0.655796 nan nan nan 6.630436 5.516102
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.628964 1.815385 4.382287 1.210484 0.323744 3.751604 3.567692 6.606344 0.7022 0.7125 0.3156 4.708699 5.148863
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.583985 -0.706583 -0.330636 0.243581 0.209042 -1.440402 2.819242 -0.722733 0.0383 0.0273 0.0024 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.085802 0.182311 4.208589 0.817759 2.262384 -0.147091 3.526395 0.009766 0.9252 0.9560 0.1549 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.777689 3.212105 2.808702 1.977592 2.094388 0.656492 6.583262 6.555453 0.8955 0.8669 0.1808 15.168199 13.344933
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.326274 1.042223 3.996287 1.899430 4.978362 2.213838 5.330516 2.294605 0.8874 0.8751 0.4257 0.000000 0.000000
2459501 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.073591 1.867686 3.583485 0.434787 1.639296 0.320400 1.878792 0.808406 0.8358 0.8715 0.3639 0.000000 0.000000
2459500 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.431941 0.599236 4.384967 0.053427 4.404731 0.158067 0.714878 -0.603006 0.8667 0.8890 0.3729 0.000000 0.000000
2459499 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.797577 0.523876 -0.044173 0.342691 5.846088 0.941753 25.140227 2.252226 0.8548 0.9315 0.2170 0.000000 0.000000
2459498 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.407726 0.328415 3.883008 0.773592 3.889348 0.105977 2.449847 -0.001340 0.8765 0.8926 0.3994 0.000000 0.000000
2459497 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.221813 1.182668 3.657658 0.931234 3.200569 0.031321 1.747472 1.176988 0.0853 0.0893 0.0081 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.032569 0.861455 3.993649 1.016944 3.838537 0.396223 0.942306 0.285824 0.0664 0.0676 0.0057 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.500013 0.478755 3.892815 0.779264 3.527834 0.121810 1.077385 -0.062430 0.0709 0.0856 0.0082 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.901226 0.954695 4.600234 0.547977 3.687210 0.127279 5.742442 -0.275997 0.0580 0.0851 0.0049 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.004535 10.977748 2.066526 -0.152707 1.613104 1.098108 9.670536 3.383330 0.0867 0.1143 0.0079 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.525730 10.466589 10.344945 0.099957 26.219372 1.649470 28.436640 7.541897 0.0556 0.1199 0.0089 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.729304 11.264307 1.161619 -0.032951 -0.386276 0.316445 4.910140 3.197913 0.1007 0.1175 0.0124 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.180116 10.122461 2.066505 0.198355 0.150344 0.579685 3.965174 3.728898 0.1038 0.1004 0.0107 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.131926 9.965077 2.800851 0.193545 0.686709 1.922514 8.764476 8.941666 0.0908 0.1201 0.0104 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 90: 2459810

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 90: 2459809

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Variability 17.873235 1.109659 4.996585 1.024211 16.979170 0.758464 17.873235 -0.634866 -1.421492

Antenna 90: 2459808

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Power 18.522298 -0.008309 11.898039 1.263065 18.522298 -0.841041 16.467437 -0.246105 -0.251503

Antenna 90: 2459807

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 2459806

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Variability 46.042066 19.742374 20.461727 35.641863 36.860503 45.996357 46.042066 4.205462 2.226595

Antenna 90: 2459805

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 54.448844 17.966731 18.011544 53.776579 54.448844 20.667710 22.210146 4.102152 3.555221

Antenna 90: 2459804

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 49.175546 21.236527 21.216558 49.175546 48.064338 24.218778 22.922968 2.632942 2.869567

Antenna 90: 2459803

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 64.178154 26.104956 25.699856 63.029779 64.178154 24.407621 26.056265 10.735317 10.276293

Antenna 90: 2459802

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 45.224266 24.284287 22.854598 45.224266 44.050382 40.761559 41.375719 3.432658 4.302224

Antenna 90: 2459801

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 47.980352 21.895176 20.897275 47.980352 47.106083 43.991288 42.289775 12.199631 12.850555

Antenna 90: 2459800

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 47.836851 22.491245 22.308584 47.836851 47.067086 24.926022 24.068995 16.025876 17.273455

Antenna 90: 2459799

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Variability 60.735718 21.014273 19.787335 33.873582 32.728014 59.338892 60.735718 0.139126 1.101928

Antenna 90: 2459798

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 47.495836 22.171821 21.466832 46.619035 47.495836 20.847650 21.416795 10.862003 10.088576

Antenna 90: 2459797

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 46.299684 18.701212 18.225180 46.299684 45.607319 26.989025 26.815203 13.143032 14.249666

Antenna 90: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 58.885235 19.940743 20.079741 57.229098 58.885235 23.781974 23.484079 14.652176 13.044520

Antenna 90: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 48.869306 23.110274 22.674406 48.869306 47.457792 26.514205 26.770393 12.220869 13.627889

Antenna 90: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Variability 30.710138 14.522731 14.676248 8.155381 2.426356 29.970284 30.710138 9.963823 7.000296

Antenna 90: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 4.599366 2.385312 2.481423 -0.143757 4.599366 0.510862 3.882832 1.652861 0.723431

Antenna 90: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 5.352272 5.149544 3.184777 0.819779 5.352272 -0.157256 2.781623 0.099527 -1.275586

Antenna 90: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Variability 5.872657 5.294811 1.567167 5.283809 1.491071 5.872657 -0.229229 -0.338455 3.034547

Antenna 90: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Discontinuties 9.765693 4.396837 1.356292 4.966294 -0.727744 4.908910 0.011817 -1.620218 9.765693

Antenna 90: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Discontinuties 5.968638 0.795349 3.275407 -0.546220 4.736182 -0.164819 2.743592 5.968638 0.405065

Antenna 90: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Variability 5.961658 4.030837 1.867919 5.538036 -0.558934 5.961658 0.459793 0.170518 2.947674

Antenna 90: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 12.447329 2.469186 1.274190 12.447329 1.129283 7.013661 0.638516 0.389273 0.484113

Antenna 90: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Power 10.376826 1.272956 4.664891 -0.569954 10.376826 -0.375559 9.495400 0.092416 -0.673007

Antenna 90: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Power 4.869514 2.607121 3.525858 0.665268 4.869514 0.856408 2.005239 -0.632302 1.838432

Antenna 90: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Discontinuties 3.634241 -0.051746 -0.400183 3.156583 -1.260654 -2.687992 -1.822032 0.640739 3.634241

Antenna 90: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Variability 8.118045 1.337015 4.113186 1.038179 6.649849 1.360548 8.118045 4.508478 2.386743

Antenna 90: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Variability 17.215540 8.076661 2.109657 5.531341 1.527531 17.215540 0.349761 1.265943 0.707781

Antenna 90: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Discontinuties 7.668397 0.423785 3.277040 -0.819663 6.686635 -0.422330 5.563795 3.241601 7.668397

Antenna 90: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Discontinuties 3.231929 1.656589 -0.398172 2.361273 -0.199396 2.008915 -0.293781 3.231929 -0.184007

Antenna 90: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Power 1.894191 0.106664 1.633053 -0.129410 1.894191 -0.316349 1.416950 -0.205568 1.602370

Antenna 90: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Power 4.693794 0.240293 3.171342 -0.830530 4.693794 -0.701720 2.909840 -0.484017 3.083541

Antenna 90: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Power 5.467849 1.285916 3.224961 -0.700243 5.467849 -0.101170 4.499284 -0.199850 4.012466

Antenna 90: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Discontinuties 5.591569 3.029441 1.051820 5.169294 -0.620657 2.733126 -0.472810 5.591569 2.232929

Antenna 90: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Discontinuties 19.456685 3.157757 0.670509 2.410511 -0.313779 1.973534 1.148794 10.470816 19.456685

Antenna 90: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance nn Temporal Discontinuties 3.500181 -0.130547 2.169298 -0.172042 2.457762 -0.373407 2.703692 3.500181 3.364871

Antenna 90: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
90 N09 RF_maintenance ee Temporal Discontinuties 9.583962 0.626198 2.905112 -0.800850 7.320129 -0.092899 1.411687 3.751655 9.583962

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 5.460106 2.420080 -0.139365 3.469979 -0.777091 5.458853 -0.699397 5.460106 -0.269321

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 6.578393 0.701703 3.574243 -0.666910 5.102755 0.851831 3.616978 1.123373 6.578393

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 10.962083 3.365752 0.103265 5.097005 -0.665272 7.694450 -1.262394 10.962083 -0.132508

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 1.977451 0.686100 -0.941057 1.517963 -0.353357 1.520619 -0.269218 1.977451 -0.109521

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 3.128962 1.566628 -0.306800 2.817077 -0.454161 1.540666 -0.402737 3.128962 0.070258

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 2.636084 -0.713049 0.905040 -0.647588 2.208034 -0.843405 1.803709 -0.448441 2.636084

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 90: 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
90 N09 RF_maintenance nn Power inf 389.591796 389.617805 inf inf 2347.785363 1842.808818 7044.192488 7237.668730

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 1.826048 -0.911234 -0.056500 0.327788 -0.542840 0.341142 0.551703 -0.309681 1.826048

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 1.330646 -0.970905 -0.586223 0.785398 -0.621802 -1.423268 0.368041 -0.852858 1.330646

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 11.787025 3.318346 1.373738 8.229670 -0.527070 7.799626 -0.434260 11.787025 4.975857

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 0.658742 0.450057 -1.473482 -1.650713 0.288664 -1.247609 0.321823 -0.875806 0.658742

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 1.018952 -0.856700 -0.875877 0.696907 -0.542596 -1.002561 0.059001 -0.858661 1.018952

Antenna 90: 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
90 N09 RF_maintenance ee Shape 3.707057 0.824868 3.707057 1.118778 0.199635 0.927412 0.659509 -0.676824 3.119394

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Variability 2.877673 -0.008975 2.591126 1.620421 0.235644 0.899154 2.877673 -0.743134 1.262685

Antenna 90: 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
90 N09 RF_maintenance ee Power 6.901144 1.876156 1.737516 6.901144 -0.929728 2.037404 1.499766 6.429278 6.034988

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 4.976281 1.778085 2.647017 -0.472641 4.045976 0.932520 1.096001 1.949824 4.976281

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 4810.761476 2349.492008 2349.492008 2116.240984 2116.240984 1609.905709 1609.905709 4810.761476 4810.761476

Antenna 90: 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
90 N09 RF_maintenance nn Temporal Discontinuties 2525.308160 710.943441 710.943441 644.635385 644.635385 636.843640 636.843640 2525.308160 2525.308160

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Discontinuties 1708.833066 580.574550 580.574550 595.377946 595.377946 532.836811 532.836811 1708.833066 1708.833066

Antenna 90: 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
90 N09 RF_maintenance ee Temporal Variability 4.865007 1.015788 4.243822 -0.877191 4.574621 -0.550189 4.865007 2.901573 2.530656

Antenna 90: 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
90 9 RF_maintenance ee Temporal Discontinuties 13.068597 3.414287 0.557678 7.522205 -0.643617 7.006897 -1.086677 13.068597 -0.700379

Antenna 90: 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
90 9 RF_maintenance ee Power 4.082614 1.416060 0.181262 4.082614 -0.174153 2.942299 0.281055 3.549650 -0.481459

Antenna 90: 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
90 9 RF_maintenance nn Temporal Discontinuties 16.168163 1.530008 1.140426 7.323935 -0.989861 1.103758 1.751360 7.949752 16.168163

Antenna 90: 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
90 9 RF_maintenance nn Temporal Discontinuties 14.238445 4.741885 2.909038 8.545628 -0.542986 3.634206 3.583358 9.653465 14.238445

Antenna 90: 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
90 9 RF_maintenance nn Temporal Discontinuties 17.516444 3.561914 2.116491 6.370683 -0.490442 6.226931 3.178897 8.364358 17.516444
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