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 = "116"
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 116 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 116, Node N07:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 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
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.618721 1.762137 0.350481 -0.646042 -0.770583 0.349320 0.664695 -1.007000 0.7732 0.7075 0.4753 2.213011 1.974793
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.709339 1.825978 0.227849 -0.755982 -0.609912 -0.376072 3.584351 -0.647806 0.7558 0.6845 0.4676 2.474336 2.741174
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.626592 2.135268 -0.146512 -0.771324 -0.681888 2.953906 0.297148 -0.469179 0.7209 0.6312 0.4203 1.568208 1.473337
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.464740 1.386612 0.142743 -0.685411 -0.784002 0.492414 0.523376 -0.438313 0.7607 0.7048 0.4609 2.236117 2.501182
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.032119 1.626361 -0.281683 -0.550858 -1.077230 0.323931 -0.666065 -0.882913 0.7536 0.6980 0.4504 2.020289 1.744214
2459803 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.976806 2.417816 0.224005 -0.727352 -0.330331 1.335565 2.344723 -0.885355 0.7340 0.6876 0.4380 1.881534 1.752211
2459802 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.566929 2.606358 -0.240204 -0.529637 0.332435 0.684788 0.946704 -0.710179 0.7468 0.5894 0.5078 1.620244 1.503815
2459801 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.785289 1.767181 -0.327597 -0.589006 -0.003969 -0.142433 -0.349766 -1.059104 0.7578 0.6827 0.4638 2.041578 2.035554
2459800 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.873383 1.730319 -0.058499 -0.673654 -0.194914 0.053836 -0.043239 -0.902403 0.7219 0.6925 0.4150 1.994583 2.029073
2459799 digital_ok 0.00% 0.00% 0.00% 0.00% 10.16% 2.67% 0.820969 2.056938 -0.641595 -0.780820 1.832887 3.563066 3.307123 0.398800 0.7095 0.6174 0.4189 1.510300 1.358980
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.821642 2.013811 -0.793480 -0.423465 -0.639289 0.055203 -0.681181 -0.839368 0.6957 0.6687 0.4103 2.344663 2.298630
2459797 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.262110 1.595973 -0.423266 -0.760208 -0.166810 -0.021088 -0.374010 -0.733578 0.6950 0.6710 0.4041 8.829973 6.908702
2459796 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.663404 5.987938 -0.672730 10.040065 -0.035275 5.526973 0.135397 -1.288707 0.6816 0.6601 0.3934 11.564582 9.408016
2459795 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
2459794 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.587843 6.881429 -0.901640 8.380024 -0.157416 8.104761 0.647318 -2.163637 0.6812 0.6673 0.3973 0.000000 0.000000
2459793 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.131603 4.875987 -0.720041 6.994108 -0.971448 7.419025 -0.122492 -1.517812 0.6651 0.6543 0.3914 14.238775 12.969911
2459792 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.015518 13.710538 -0.735492 22.711585 1.117347 29.471835 -0.226676 -2.225157 0.7234 0.6246 0.4105 5.081172 4.560278
2459791 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.748800 15.424452 -0.376302 24.540360 0.531402 22.683786 -0.145032 -0.606182 0.6287 0.5929 0.3951 6.893354 5.180433
2459790 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459789 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.968587 2.574384 -0.003215 -0.244455 1.941527 -0.072041 0.254989 -1.191997 0.6209 0.6108 0.3736 0.000000 0.000000
2459788 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.406112 2.227673 0.090159 -0.318771 0.666452 0.581037 -0.380446 -0.848418 0.6032 0.5958 0.3599 4.757094 5.727201
2459787 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.478622 2.479125 -0.273986 -0.630070 0.161248 0.171744 -0.131239 -1.008051 0.6050 0.5984 0.3586 7.639625 11.020154
2459786 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.470116 2.651723 -0.316107 -0.638825 -0.064690 1.447876 -0.063318 -0.347673 0.5859 0.5813 0.3422 4.460398 4.324216
2459785 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.120257 2.116648 -0.518831 0.300005 1.014872 2.186172 -0.676849 -0.784358 0.7099 0.6252 0.4172 8.469073 5.811213
2459784 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.700772 2.196472 0.164036 -0.424393 1.676715 2.007036 -0.747817 -1.145451 0.5498 0.5477 0.3233 4.888226 4.769573
2459783 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.651460 1.725796 1.217394 -0.952164 -0.075965 -0.522910 0.172857 -0.804932 0.5213 0.5258 0.3055 4.058290 4.472579
2459782 RF_maintenance 0.00% 16.13% 0.00% 0.00% 100.00% 0.00% 0.958238 1.540252 1.661761 -0.439430 -0.295278 0.136264 0.239443 -0.717343 0.4875 0.5089 0.3031 3.138050 4.855285
2459781 RF_maintenance 0.00% 6.52% 0.00% 0.00% 100.00% 0.00% -0.159123 -0.666500 1.308929 -0.738604 -0.074431 -0.869981 0.009702 -0.615013 0.6890 0.6576 0.3568 3.350407 3.946159
2459778 RF_maintenance 0.00% 10.74% 0.00% 0.00% 100.00% 0.00% 0.532000 1.095391 2.492944 -0.656980 0.664722 -0.714279 -0.011855 -0.913275 0.6595 0.5939 0.4157 3.623444 4.746405
2459776 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.539180 1.868210 2.243333 -0.281093 8.064483 1.169626 1.715349 -0.891559 0.6983 0.6390 0.4186 4.057661 5.153797
2459774 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6882 0.6313 0.3916 nan nan
2459773 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.436075 6.419744 4.615868 11.909139 4.416144 12.496405 -1.176451 -3.728525 0.4790 0.4681 0.2681 7.395427 9.577624
2459772 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.376980 2.304094 0.248214 2.593063 -0.029844 1.705663 -0.626155 -2.410875 0.4631 0.4479 0.2665 3.292166 3.528399
2459771 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.040718 2.082100 0.163242 2.544548 -0.120360 1.673486 -0.524303 -2.248786 0.7093 0.5996 0.3926 5.276309 5.434126
2459770 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.490689 5.824316 4.139295 8.527912 4.356479 8.277961 -1.994967 -3.266409 0.4766 0.4628 0.2710 4.627033 5.287908
2459769 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.182079 6.774074 5.518588 10.962771 5.864945 10.348793 -1.703778 -2.459632 0.4724 0.4589 0.2764 3.491193 3.349332
2459768 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.944081 7.104918 5.596075 12.095353 7.386311 9.371580 -2.432546 -3.237807 0.4825 0.4631 0.2845 3.816176 3.750290
2459767 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.363800 2.987116 0.254310 2.999332 0.564711 1.979369 -1.257278 -2.411261 0.5079 0.4904 0.2740 3.560431 3.176216
2459766 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.068021 2.458361 -0.012067 2.475582 0.006261 1.564735 -0.948844 -2.488671 0.4938 0.4804 0.2898 3.117095 3.554909
2459765 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
2459764 digital_ok - - - - - - 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% 0.845987 3.491760 2.250059 5.876867 2.833082 3.329456 3.527385 3.427024 0.7107 0.6170 0.4509 4.461945 5.384105
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.103168 31.873433 68.186329 70.321328 37.685428 28.299168 15.972490 20.085016 0.0481 0.0482 0.0016 1.116330 1.218868
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.854685 13.384221 24.146992 24.990234 3.272283 2.766912 3.694946 4.716598 0.0457 0.0430 0.0023 2.153608 2.401855
2459758 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
2459757 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
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.068017 22.419339 32.863993 34.085205 11.020380 8.223128 3.894079 5.205995 0.0437 0.0442 0.0002 1.150764 1.148995
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.601452 18.756177 28.043001 29.298839 8.641892 5.816524 3.982542 5.953095 0.0429 0.0430 0.0016 1.661783 1.762854
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% 28.914201 31.337149 83.353881 85.561425 27.774072 25.863532 4.592374 5.780747 0.0469 0.0454 0.0016 0.000000 0.000000
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.626064 23.497428 34.762825 36.104524 7.187568 4.890274 5.738060 7.203678 0.0434 0.0427 0.0007 1.378925 1.401506
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.523094 22.200334 44.263023 45.971371 11.149726 8.557029 6.367719 7.710297 0.0453 0.0440 0.0013 1.374562 1.389241
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% - - 26.720926 24.930502 5.794869 5.268077 2.531496 1.909554 3.893506 3.895009 0.0771 0.0858 0.0054 nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.301046 22.669070 30.135365 31.459295 7.225206 5.879819 5.355582 6.915009 0.0487 0.0490 0.0005 1.509645 1.542062
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 14.331441 14.606785 3.586850 4.044016 0.474917 0.543289 5.720956 7.366068 0.0774 0.0833 0.0042 nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.242712 28.355193 124.713116 128.134967 27.233750 25.092686 9.535021 11.729698 0.0532 0.0539 0.0002 1.403368 1.425339
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 15.779283 15.460792 5.338854 5.579886 0.250008 0.522308 3.443604 3.927530 0.0895 0.0964 0.0050 nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 31.468441 29.867480 6.693457 6.874316 2.312611 1.403967 4.456453 4.853195 0.0992 0.1017 0.0052 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% 22.253118 25.960394 95.491811 99.528763 25.439089 22.811369 8.892489 12.608494 0.0480 0.0453 0.0026 1.465558 1.508727
2459736 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.030971 17.210604 38.523406 39.949967 8.249387 7.350307 5.360404 6.834737 0.0510 0.0487 0.0029 1.396570 1.481732
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 14.568804 14.403593 2.980512 3.431218 0.667449 0.145528 2.977008 3.696180 0.0876 0.0910 0.0037 nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.270738 12.968123 3.043738 3.344899 0.259699 -0.027260 3.198753 3.535662 0.0759 0.0745 0.0088 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.277778 17.100785 3.462068 4.037389 0.244186 -0.037644 3.460123 4.626978 0.0758 0.0813 0.0028 nan nan
2459731 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.184938 30.491663 73.488282 76.845775 34.900456 34.026501 5.871711 8.183736 0.0494 0.0455 0.0034 1.305456 1.291589
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.281317 12.915448 3.164270 3.467954 0.423330 0.208225 3.145652 4.069960 0.0723 0.0835 0.0026 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% - - 9.044938 8.703230 2.473372 2.652743 -0.064125 0.167728 3.950267 5.012054 0.0860 0.0907 0.0050 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 12.707686 12.601010 3.110623 3.488279 0.881274 1.188663 4.116818 5.584861 0.0806 0.0880 0.0050 nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.569889 10.250435 2.606934 2.965322 0.088500 0.077500 2.151409 2.768478 0.0826 0.0912 0.0060 nan nan
2459722 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.647496 36.553996 102.822934 105.292887 22.724814 20.801459 13.582659 16.908992 0.0512 0.0494 0.0028 1.291306 1.297231
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 9.370031 9.002120 3.241083 3.536916 0.087985 -0.090134 1.178535 1.564169 0.0769 0.0827 0.0063 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.200348 9.937190 2.484388 2.836275 0.345787 -0.140963 2.885247 3.866312 0.0761 0.0806 0.0089 nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.445153 11.352879 3.522170 4.177940 0.993996 0.916721 4.394290 4.787700 0.0868 0.0889 0.0057 nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.254413 11.228320 2.606552 3.066161 0.713213 0.279498 3.452577 4.624532 0.0802 0.0826 0.0064 nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.304345 10.147544 2.513328 2.858761 0.737874 0.255489 4.052904 5.456907 0.0741 0.0791 0.0049 nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.321610 28.943449 96.401047 99.456947 26.907066 24.303200 12.581647 16.145224 0.0463 0.0452 0.0016 1.345155 1.337393
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 12.932302 12.775160 3.158920 3.541424 0.475156 0.517278 3.727292 5.029476 0.0712 0.0878 0.0078 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.392166 27.988049 144.577531 147.439529 90.873449 92.913905 255.129657 208.792344 0.0557 0.0541 0.0025 1.337801 1.369839
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.760759 2.404945 1.097566 1.208012 1.870912 1.666758 5.156836 5.712720 0.0730 0.0821 0.0036 nan nan
2459710 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.420052 2.128743 1.130571 1.155460 0.384117 0.211939 1.324037 1.885399 0.0706 0.0805 0.0081 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.094868 26.919688 102.287267 105.789656 26.971695 24.588642 17.682640 21.990246 0.0526 0.0497 0.0028 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.140392 -0.339981 0.830037 0.878729 0.575094 0.438316 0.706275 1.204496 0.0904 0.1060 0.0142 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.861429 1.555332 0.943836 0.915283 0.150697 -0.177780 1.163318 1.699688 0.0812 0.1089 0.0119 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.958761 10.887955 4.442957 4.924074 0.151409 -0.107546 3.965739 5.197697 0.0777 0.0896 0.0060 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.954882 9.106267 5.872311 6.605287 0.890609 3.705368 2.246529 3.881926 0.0480 0.0514 0.0000 nan nan
2459702 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.225788 27.363952 56.887034 59.718829 8.029937 10.937027 5.169088 7.745294 0.0487 0.0448 0.0036 1.523808 1.510815
2459701 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.622760 26.273506 31.062240 32.475285 8.026126 11.368344 3.866839 5.446456 0.0523 0.0478 0.0047 1.411246 1.398060
2459697 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
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.017071 -0.017071 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.210417 -0.210417 -0.161366 -0.161366 -0.330227 -0.330227 -0.393467 -0.393467 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.659908 31.881594 65.292655 67.334968 19.601516 18.538017 5.325179 7.439215 0.0475 0.0505 0.0003 1.490497 1.517260
2459693 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.099819 19.527764 62.886864 65.728883 21.597848 15.557484 21.941498 19.722189 0.0475 0.0508 0.0017 1.524816 1.538054
2459692 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.104284 15.936375 34.008041 35.444600 8.168932 7.811585 8.929451 10.420576 0.0523 0.0582 0.0027 1.433256 1.444662
2459691 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.962032 24.056616 58.768914 61.927746 9.785972 8.308143 6.546887 10.439336 0.0434 0.0442 0.0001 1.531844 1.549159
2459690 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.772473 23.154656 63.049083 65.755316 16.444150 13.305992 9.265412 16.080194 0.0479 0.0414 0.0037 1.289405 1.283568
2459689 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459688 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.399476 19.092477 56.925758 58.754983 2.712544 5.678896 6.009302 8.125007 0.0459 0.0422 0.0015 nan nan
2459686 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.958637 22.208941 42.615295 43.962772 12.031822 9.821080 0.184907 0.878422 0.0472 0.0444 0.0011 1.258468 1.283713
2459685 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.588308 24.391952 41.750757 43.001349 12.323407 10.120939 0.396987 1.152461 0.0501 0.0439 0.0047 1.230501 1.232595
2459684 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.317215 24.166138 52.424242 54.363175 7.834815 6.475594 0.471750 1.385699 0.0503 0.0456 0.0025 1.296096 1.299112
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.485871 27.215957 62.232323 65.022594 17.653087 18.527704 3.678615 6.186020 0.0497 0.0451 0.0025 1.360097 1.374205
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.030089 25.338600 51.900041 54.098229 24.772455 22.845394 3.120197 5.166428 0.0529 0.0489 0.0026 1.325458 1.323598
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.069116 27.666231 53.760151 56.192043 16.023392 15.106976 2.714138 4.348903 0.0533 0.0505 0.0018 1.258047 1.258995
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.874187 31.294959 73.617236 76.259488 29.385146 29.836481 4.760671 7.092197 0.0520 0.0478 0.0024 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.812670 23.493497 53.828882 56.376236 11.457059 10.137016 0.806777 1.598790 0.0486 0.0459 0.0013 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.226908 30.970163 55.153706 57.244474 32.467373 35.830192 7.264900 9.566383 0.0515 0.0475 0.0022 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% - - 10.674092 11.329051 4.195620 5.006423 0.774363 0.657668 3.968225 6.542079 0.0847 0.0738 0.0080 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.135578 25.802036 71.917394 74.944405 31.789602 31.378456 31.712790 30.126420 0.0558 0.0501 0.0037 1.314734 1.313671
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.827768 27.205805 56.117332 58.456901 15.050669 18.090542 9.071729 12.419840 0.0529 0.0483 0.0025 1.276687 1.278554
2459664 RF_maintenance 100.00% 1.62% 94.60% 0.00% - - 1.168656 1.742219 13.630444 14.441638 5.651409 5.038259 1.102126 2.636761 0.1737 0.0685 0.0149 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.068344 32.455960 109.708069 113.577668 53.466209 53.278566 7.737236 9.887183 0.0549 0.0486 0.0041 1.437433 1.428147
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.927099 11.898714 3.177159 3.939840 2.244522 0.749381 4.508466 5.390090 0.1246 0.1333 0.0248 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.199379 28.043527 83.730750 86.960237 27.930177 27.998773 17.054414 14.993880 0.0501 0.0480 0.0031 1.380320 1.378712
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.869853 22.242819 70.933068 74.468201 32.103588 31.555885 7.125390 7.009556 0.0489 0.0456 0.0018 1.344732 1.352379
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.458012 25.310174 62.265960 65.004955 32.081842 32.081487 9.043254 12.263933 0.0521 0.0478 0.0030 1.283727 1.286445
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.301905 25.447048 53.843104 55.838147 21.775910 22.136299 9.526065 12.916977 0.0535 0.0477 0.0041 1.261563 1.260402
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.504998 29.419199 65.576322 68.505323 28.918263 29.356534 15.424588 12.247774 0.0505 0.0460 0.0038 1.746594 1.709675
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.947158 28.248523 50.240810 52.700114 28.044158 28.437169 7.809686 10.181210 0.0489 0.0429 0.0031 1.780462 1.826283
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.079025 14.065839 2.361893 3.056365 0.527202 0.012522 3.212807 4.772379 0.1004 0.0984 0.0098 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.212608 29.389175 53.451469 55.490121 27.999016 28.977743 2.338350 3.386289 0.0506 0.0452 0.0035 1.846084 1.779494
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.853616 35.679384 72.330621 75.407556 28.939759 29.732017 3.655473 5.307905 0.0491 0.0465 0.0028 1.760606 1.809662
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.272048 38.751186 79.495336 82.166090 12.667418 12.990114 18.815521 18.293496 0.0596 0.0526 0.0030 2.065558 2.048675
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.635953 25.779231 65.851732 68.432346 25.334600 24.264803 21.309873 21.887709 0.0558 0.0535 0.0020 2.035898 2.091549
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.790675 25.705627 53.827988 56.645273 28.382137 29.014000 7.983471 8.814907 0.0476 0.0420 0.0036 1.614996 1.716078
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% -0.705011 -0.705011 -0.689868 -0.689868 0.202857 0.202857 -0.113354 -0.113354 0.2084 0.2084 0.0000 0.068931 0.068931
2459646 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
2459645 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
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.089868 26.335483 81.613705 85.635750 29.111987 32.516579 3.914742 6.174612 0.0569 0.0513 0.0033 1.983167 1.989312
2459641 RF_maintenance - 55.70% 44.97% 0.00% - - nan nan nan nan nan nan nan nan 0.4841 0.5103 0.0004 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.297628 28.787024 67.032947 70.105613 27.824950 31.580838 2.197640 4.005339 0.0575 0.0487 0.0052 1.650564 1.683938
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.297613 23.098772 63.706922 66.681269 25.440950 28.133392 3.107650 4.957363 0.0606 0.0520 0.0044 1.566960 1.566967
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0541 0.0456 0.0044 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.698295 24.291770 75.856831 79.601363 29.605660 34.375815 2.791762 4.810231 0.0568 0.0494 0.0045 1.656901 1.714225
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.437920 25.103744 73.707349 77.167831 22.241163 26.498262 0.325633 1.487936 0.0544 0.0462 0.0041 1.663392 1.646519
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.728003 27.725605 70.109567 73.884111 30.323180 35.095527 1.253656 2.068809 0.0556 0.0475 0.0046 1.377013 1.374459
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.919761 -0.674491 152134.225444 -0.673575 8.344085 -0.673467 8.333713 -0.673523 1.0000 1.0000 0.0000 0.034632 0.034814
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.618194 26.549271 79.126082 83.060352 32.858003 38.318047 2.985144 4.532583 0.0465 0.0434 0.0022 1.658400 1.668804
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.461038 26.711738 67.202591 70.386794 21.040640 25.237861 1.148132 2.210591 0.0483 0.0451 0.0027 1.747133 1.868798
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.103742 31.771033 74.753341 78.165997 27.118706 31.833340 2.897019 4.658370 0.0503 0.0445 0.0038 1.686309 1.714568
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.780915 34.626054 66.551624 69.881266 33.215615 40.561369 3.803028 6.266611 0.0528 0.0471 0.0038 1.414152 1.402618
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.476747 30.168007 76.566276 80.029814 27.418486 32.992506 4.437349 6.317638 0.0501 0.0448 0.0034 1.664355 1.736159
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.229891 24.515229 61.798914 64.901949 24.104444 28.799650 3.707834 5.612908 0.0465 0.0415 0.0023 1.528531 1.597375
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673590 -0.673590 -0.673213 -0.673213 -0.673251 -0.673251 -0.673262 -0.673262 1.0000 1.0000 0.0000 0.012427 0.012427
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.977111 28.314608 111.464359 116.200505 18.613062 22.786414 1.973560 4.050747 0.0409 0.0416 0.0009 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 23.391381 28.679847 68.404918 72.825314 25.842293 27.820210 6.523882 9.607072 nan nan nan 4.269897 4.656202
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.099048 11.901096 4.301040 5.217382 1.301059 0.763684 4.531419 6.735177 0.0868 0.0824 0.0026 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.613900 23.259169 64.646329 67.469441 30.015559 37.064105 1.118896 2.293371 0.0431 0.0462 0.0003 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.312561 27.799987 70.967502 74.477027 29.821641 37.348071 3.390111 6.067591 0.0419 0.0440 0.0000 2.765912 2.925635
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.074675 22.141064 63.187439 66.291295 30.030322 37.351322 5.225412 8.560479 0.0422 0.0436 0.0003 2.533311 2.625898
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.403042 24.350900 97.211759 101.528296 34.055078 42.904482 2.747249 4.169156 0.0418 0.0444 -0.0002 2.678772 2.826035
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.404714 26.767608 61.012504 63.911749 23.624896 29.031424 2.246890 4.200157 0.0416 0.0440 0.0001 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.215850 27.838663 67.214141 70.217017 22.726228 28.490013 1.800288 4.271130 0.0417 0.0420 0.0006 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.328990 17.136077 69.077446 71.930536 46.520322 50.460393 21.915104 29.463916 0.0412 0.0394 0.0018 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.722038 22.240479 49.218461 51.328708 25.392202 30.515913 5.874113 9.245429 0.0460 0.0452 0.0011 1.777370 1.867942
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.078927 25.751865 63.938774 66.817914 26.651506 33.193970 17.012683 20.096073 0.0464 0.0453 0.0015 1.832822 1.961915
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.237813 28.064721 79.695605 83.004284 23.566924 29.757715 13.056624 13.552432 0.0426 0.0411 0.0019 1.904851 1.857470
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.832471 23.050598 91.542450 95.135713 27.710686 34.802274 3.739064 4.793215 0.0461 0.0455 0.0015 1.903283 2.027072
2459607 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459605 RF_maintenance 0.00% 71.91% 0.00% 0.00% - - 0.773021 -0.359634 1.153606 1.114522 0.521351 0.498355 -1.609754 -0.093512 0.3036 0.4400 0.0431 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.791921 25.820866 76.898633 80.105451 34.018336 43.363437 17.006259 18.549522 0.0499 0.0513 0.0009 1.817127 1.887987
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.609961 24.187725 77.388724 80.462557 10.522783 12.446826 2.994679 3.154248 0.0436 0.0467 0.0009 1.707508 1.859065
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.031721 23.889335 92.885392 96.640766 19.921351 24.640296 7.075204 11.638947 0.0452 0.0445 0.0014 1.655538 1.747865
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.838370 23.291599 72.419023 75.542274 28.732666 35.120035 4.547325 5.513728 0.0524 0.0495 0.0028 1.325596 1.330974
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.953394 22.824711 81.479053 85.087212 23.110160 29.505395 7.285374 8.989394 0.0494 0.0481 0.0014 1.615850 1.725603
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.244191 314.962052 inf inf 53.957079 50.882762 585.971830 473.890824 nan nan nan 0.000000 0.000000
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.959067 33.414634 78.043547 80.211444 20.280227 16.751502 24.682232 25.584887 0.0626 0.0637 0.0022 1.749323 1.853167
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.351051 8.450165 72.185192 74.324980 21.185491 26.290308 27.521308 28.022264 0.0505 0.0533 0.0001 1.849499 1.983529
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.116102 17.428052 75.176237 78.239548 29.448351 36.185909 12.867149 11.208502 0.0509 0.0505 0.0016 1.736655 1.839733
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.317630 1.202271 2.906832 2.772069 -0.374002 0.128262 -1.537012 0.415543 0.0983 0.0953 0.0022 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.595970 23.391880 87.360184 90.279768 25.897707 31.666084 1.010610 1.877345 0.0497 0.0447 0.0041 1.986775 2.045823
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.667200 25.811247 81.210214 84.227094 27.060236 33.201910 2.632854 3.537990 0.0535 0.0488 0.0035 1.466676 1.455900
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.628883 23.810611 75.555022 78.081781 16.296947 21.094805 17.857097 16.259862 0.0504 0.0496 0.0013 1.682262 1.757948
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.359953 17.511928 91.884971 95.451099 21.406558 24.372307 14.476673 13.291950 0.0494 0.0490 0.0013 1.710726 1.813593
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 23.219955 25.093113 122.684035 127.382008 39.259050 25.128719 85.227506 49.224803 nan nan nan -0.000000 -0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.552820 21.614690 29.095190 29.665605 9.351728 10.908670 5.027864 6.038319 0.0477 0.0466 0.0021 1.363131 1.368446
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.880898 24.025454 7.667795 8.165309 9.325565 10.137272 0.784527 2.610476 0.0942 0.0933 0.0141 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.307067 29.477175 99.726219 103.086893 15.831440 17.869203 39.454482 38.350442 0.0435 0.0431 0.0023 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 297.707821 297.064113 inf inf 11485.363772 11467.476505 6079.963590 6078.675761 nan nan nan 0.000000 0.000000
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.056925 25.111969 32.243019 32.681450 17.705105 21.757899 0.198843 0.493558 0.0506 0.0439 0.0046 1.570074 1.496139
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.350512 19.128477 32.338539 33.504788 19.552665 22.781101 -0.253276 0.185693 0.0516 0.0451 0.0046 0.994003 0.977561
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.183137 18.991401 36.624078 38.094468 22.028923 25.999171 0.979563 1.607991 0.0474 0.0422 0.0037 1.478700 1.495060
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.725525 1.358165 0.495877 0.268170 0.138051 -0.298553 0.416527 0.881297 0.0948 0.0654 0.0057 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.687891 24.417344 29.909020 30.556700 19.927741 23.785515 0.044639 0.380632 0.0475 0.0434 0.0033 1.655279 1.615186
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.201200 18.635047 23.774208 24.537832 18.254722 21.136277 0.668841 1.072685 0.0491 0.0435 0.0041 1.864082 1.719410
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.624145 18.508910 23.668764 24.471601 14.921201 16.436980 7.241602 6.334407 0.0487 0.0473 0.0013 2.179548 2.033017
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 RF_maintenance 100.00% 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
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.864797 18.400493 22.711238 23.458472 15.143703 17.171259 1.743646 2.621914 0.0485 0.0444 0.0030 1.809968 1.767435
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.241827 1.070790 0.298792 0.208830 -0.036671 -0.609048 0.198676 1.025180 0.1035 0.0944 0.0107 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% 22.347859 21.542922 30.045805 30.604954 10.727881 10.871039 8.263772 9.062179 0.0504 0.0464 0.0026 1.601779 1.552532
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.707434 17.762338 29.715517 30.438277 18.272118 21.039785 -0.418589 -0.100596 0.0414 0.0372 0.0027 1.711393 1.689626
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 1.497506 1.497506 1.384981 1.384981 0.646299 0.646299 0.130033 0.130033 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.559308 16.839227 31.497949 32.367973 2.121310 2.133603 0.345431 0.917893 0.0479 0.0435 0.0039 1.633632 1.699161
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.951348 19.107166 60.329105 61.845747 18.743006 21.516281 1.373984 1.988060 0.0468 0.0451 0.0021 1.390110 1.392358
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.859476 11.954226 15.488443 15.937154 2.209464 2.495139 0.431530 0.690543 0.0475 0.0421 0.0043 1.576423 1.529334
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.673498 12.738082 14.771458 15.181330 2.534311 2.731242 0.719136 1.131550 0.0511 0.0445 0.0046 1.529838 1.492543
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.491693 11.465561 15.174114 15.386428 2.092053 2.611277 0.439435 0.612385 0.0467 0.0425 0.0035 1.600991 1.560417
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.541676 14.706978 16.551350 16.880382 2.328920 2.857257 0.618445 0.920697 0.0512 0.0443 0.0048 1.500411 1.481580
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.374280 19.049735 31.055876 32.326758 20.510748 22.357807 0.919727 1.423478 0.0475 0.0431 0.0033 1.587980 1.549838
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.796469 19.388491 33.507700 34.980245 18.633308 20.283341 2.006168 3.302242 0.0502 0.0441 0.0045 1.363746 1.362999
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0477 0.0419 0.0047 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0521 0.0446 0.0056 nan nan
2459552 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
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.609859 11.519017 18.293016 18.684772 2.920768 3.793421 0.738381 1.015782 0.0489 0.0423 0.0059 1.515085 1.467628
2459550 RF_maintenance - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0919 0.0780 0.0129 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.267258 17.233285 33.959309 34.749121 19.994708 22.106960 0.661534 1.058267 0.0455 0.0404 0.0039 1.715866 1.588644
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.482289 24.726926 69.242871 70.726926 1.096408 1.980215 0.920312 1.351342 0.0459 0.0415 0.0032 1.461164 1.493107
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.950312 12.689541 35.640767 36.857490 168.193336 184.611795 7.836628 8.879279 0.0484 0.0424 0.0040 1.213503 1.202996
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.362110 17.108926 15.452235 16.127206 4.220369 5.586212 0.529322 0.816381 0.0477 0.0428 0.0036 1.285230 1.283870
2459536 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
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.159199 13.963476 14.384888 14.805497 2.917993 6.317725 -0.034877 0.336432 0.0532 0.0469 0.0054 1.318203 1.322777
2459534 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
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.890908 21.226947 31.693112 32.667721 17.261444 20.268780 0.707663 1.502390 0.0435 0.0394 0.0033 1.589934 1.521598
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.010904 25.171101 40.504547 42.138155 21.737260 25.305172 0.367791 0.790401 0.0454 0.0416 0.0030 1.367836 1.368786
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.238353 12.345735 12.819880 13.158939 3.176826 4.111480 0.269680 0.410225 0.0526 0.0467 0.0056 1.817841 1.718273
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.643314 29.147562 48.602908 49.982495 40.872249 35.545758 -0.085626 0.517893 0.0451 0.0463 0.0028 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 27.463970 24.927150 43.856518 44.277997 18.866090 30.899632 1.048628 1.231069 nan nan nan 1.570787 1.571907
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.658607 25.434045 43.469585 45.500219 11.158112 23.836245 0.792295 1.581346 0.0480 0.0450 0.0041 1.254701 1.246300
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.511545 1.483583 0.339496 0.390785 -0.763678 -0.724517 0.177104 1.075247 0.1165 0.1122 0.0251 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.416543 32.523657 43.696246 45.437133 18.403332 15.866628 12.777606 14.807078 0.0495 0.0468 0.0002 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.877636 31.483390 41.853209 45.032112 6.629186 9.353897 0.347806 1.767841 0.0476 0.0448 0.0077 1.102071 1.089919
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.583712 31.118427 75.433890 77.386185 34.097939 33.611240 1.998661 2.896697 0.0459 0.0443 0.0062 0.000000 0.000000
2459501 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.679519 25.359607 49.385666 50.893810 23.543999 22.939827 1.451156 0.977609 0.0540 0.0504 0.0042 0.000000 0.000000
2459500 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.195667 29.146148 60.124026 61.629864 27.242224 27.307909 0.609411 1.080875 0.0545 0.0493 0.0040 0.000000 0.000000
2459499 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.007496 31.236287 77.320417 79.484404 27.341601 27.644078 3.396103 11.745423 0.0562 0.0530 0.0034 0.000000 0.000000
2459498 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.822048 26.619379 71.857310 73.607640 24.334173 24.460894 3.670124 4.540367 0.0537 0.0508 0.0009 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.930087 30.952789 80.927027 83.048010 31.549273 31.772707 2.357597 3.502696 0.0535 0.0531 0.0022 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.508034 32.468132 70.932037 72.297169 28.118627 28.657701 1.447290 2.235601 0.0533 0.0495 0.0015 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.769621 25.697529 68.937828 70.308085 24.097519 25.118067 2.118681 2.920549 0.0533 0.0483 0.0029 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.499098 28.201370 70.510251 72.140912 27.170904 28.230285 5.528316 6.369213 0.0519 0.0484 0.0006 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.748188 29.045505 49.995665 51.449988 24.784777 29.809183 4.240531 6.454470 0.0496 0.0475 -0.0025 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.199170 27.979941 54.224035 56.261605 34.103850 44.547882 3.848309 12.745118 0.0505 0.0482 -0.0017 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.805378 32.306554 56.830744 58.316189 23.206246 27.394550 3.900899 6.574909 0.0512 0.0476 -0.0007 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.988751 28.048717 51.544756 53.180240 23.343954 29.251144 3.626324 8.185858 0.0504 0.0484 -0.0019 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.255454 26.538644 43.214739 44.276068 25.626140 31.749671 5.208610 10.327339 0.0485 0.0462 -0.0022 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 116: 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
116 N07 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape 1.762137 1.762137 0.618721 -0.646042 0.350481 0.349320 -0.770583 -1.007000 0.664695

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 3.584351 1.825978 0.709339 -0.755982 0.227849 -0.376072 -0.609912 -0.647806 3.584351

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 2.953906 0.626592 2.135268 -0.146512 -0.771324 -0.681888 2.953906 0.297148 -0.469179

Antenna 116: 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
116 N07 digital_ok nn Shape 1.386612 0.464740 1.386612 0.142743 -0.685411 -0.784002 0.492414 0.523376 -0.438313

Antenna 116: 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
116 N07 digital_ok nn Shape 1.626361 1.626361 1.032119 -0.550858 -0.281683 0.323931 -1.077230 -0.882913 -0.666065

Antenna 116: 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
116 N07 digital_ok nn Shape 2.417816 0.976806 2.417816 0.224005 -0.727352 -0.330331 1.335565 2.344723 -0.885355

Antenna 116: 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
116 N07 digital_ok nn Shape 2.606358 2.606358 0.566929 -0.529637 -0.240204 0.684788 0.332435 -0.710179 0.946704

Antenna 116: 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
116 N07 digital_ok nn Shape 1.767181 1.767181 0.785289 -0.589006 -0.327597 -0.142433 -0.003969 -1.059104 -0.349766

Antenna 116: 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
116 N07 digital_ok nn Shape 1.730319 1.730319 0.873383 -0.673654 -0.058499 0.053836 -0.194914 -0.902403 -0.043239

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 3.563066 2.056938 0.820969 -0.780820 -0.641595 3.563066 1.832887 0.398800 3.307123

Antenna 116: 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
116 N07 digital_ok nn Shape 2.013811 0.821642 2.013811 -0.793480 -0.423465 -0.639289 0.055203 -0.681181 -0.839368

Antenna 116: 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
116 N07 digital_ok nn Shape 1.595973 1.595973 0.262110 -0.760208 -0.423266 -0.021088 -0.166810 -0.733578 -0.374010

Antenna 116: 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
116 N07 RF_maintenance nn Power 10.040065 0.663404 5.987938 -0.672730 10.040065 -0.035275 5.526973 0.135397 -1.288707

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 8.380024 0.587843 6.881429 -0.901640 8.380024 -0.157416 8.104761 0.647318 -2.163637

Antenna 116: 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
116 N07 RF_maintenance nn Temporal Variability 7.419025 0.131603 4.875987 -0.720041 6.994108 -0.971448 7.419025 -0.122492 -1.517812

Antenna 116: 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
116 N07 RF_maintenance nn Temporal Variability 29.471835 -0.015518 13.710538 -0.735492 22.711585 1.117347 29.471835 -0.226676 -2.225157

Antenna 116: 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
116 N07 RF_maintenance nn Power 24.540360 0.748800 15.424452 -0.376302 24.540360 0.531402 22.683786 -0.145032 -0.606182

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Shape 2.574384 2.574384 0.968587 -0.244455 -0.003215 -0.072041 1.941527 -1.191997 0.254989

Antenna 116: 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
116 N07 RF_maintenance nn Shape 2.227673 2.227673 0.406112 -0.318771 0.090159 0.581037 0.666452 -0.848418 -0.380446

Antenna 116: 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
116 N07 RF_maintenance nn Shape 2.479125 0.478622 2.479125 -0.273986 -0.630070 0.161248 0.171744 -0.131239 -1.008051

Antenna 116: 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
116 N07 RF_maintenance nn Shape 2.651723 2.651723 0.470116 -0.638825 -0.316107 1.447876 -0.064690 -0.347673 -0.063318

Antenna 116: 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
116 N07 RF_maintenance nn Temporal Variability 2.186172 2.116648 -0.120257 0.300005 -0.518831 2.186172 1.014872 -0.784358 -0.676849

Antenna 116: 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
116 N07 RF_maintenance nn Shape 2.196472 0.700772 2.196472 0.164036 -0.424393 1.676715 2.007036 -0.747817 -1.145451

Antenna 116: 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
116 N07 RF_maintenance nn Shape 1.725796 1.725796 0.651460 -0.952164 1.217394 -0.522910 -0.075965 -0.804932 0.172857

Antenna 116: 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
116 N07 RF_maintenance ee Power 1.661761 1.540252 0.958238 -0.439430 1.661761 0.136264 -0.295278 -0.717343 0.239443

Antenna 116: 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
116 N07 RF_maintenance ee Power 1.308929 -0.159123 -0.666500 1.308929 -0.738604 -0.074431 -0.869981 0.009702 -0.615013

Antenna 116: 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
116 N07 RF_maintenance ee Power 2.492944 1.095391 0.532000 -0.656980 2.492944 -0.714279 0.664722 -0.913275 -0.011855

Antenna 116: 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
116 N07 RF_maintenance ee Temporal Variability 8.064483 2.539180 1.868210 2.243333 -0.281093 8.064483 1.169626 1.715349 -0.891559

Antenna 116: 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
116 N07 RF_maintenance nn Temporal Variability 12.496405 6.419744 2.436075 11.909139 4.615868 12.496405 4.416144 -3.728525 -1.176451

Antenna 116: 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
116 N07 RF_maintenance nn Power 2.593063 0.376980 2.304094 0.248214 2.593063 -0.029844 1.705663 -0.626155 -2.410875

Antenna 116: 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
116 N07 RF_maintenance nn Power 2.544548 2.082100 0.040718 2.544548 0.163242 1.673486 -0.120360 -2.248786 -0.524303

Antenna 116: 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
116 N07 RF_maintenance nn Power 8.527912 5.824316 2.490689 8.527912 4.139295 8.277961 4.356479 -3.266409 -1.994967

Antenna 116: 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
116 N07 RF_maintenance nn Power 10.962771 6.774074 3.182079 10.962771 5.518588 10.348793 5.864945 -2.459632 -1.703778

Antenna 116: 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
116 N07 RF_maintenance nn Power 12.095353 2.944081 7.104918 5.596075 12.095353 7.386311 9.371580 -2.432546 -3.237807

Antenna 116: 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
116 N07 RF_maintenance nn Power 2.999332 0.363800 2.987116 0.254310 2.999332 0.564711 1.979369 -1.257278 -2.411261

Antenna 116: 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
116 N07 RF_maintenance nn Power 2.475582 2.458361 0.068021 2.475582 -0.012067 1.564735 0.006261 -2.488671 -0.948844

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 5.876867 0.845987 3.491760 2.250059 5.876867 2.833082 3.329456 3.527385 3.427024

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 70.321328 27.103168 31.873433 68.186329 70.321328 37.685428 28.299168 15.972490 20.085016

Antenna 116: 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
116 N07 RF_maintenance nn Power 24.990234 11.854685 13.384221 24.146992 24.990234 3.272283 2.766912 3.694946 4.716598

Antenna 116: 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
116 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 34.085205 20.068017 22.419339 32.863993 34.085205 11.020380 8.223128 3.894079 5.205995

Antenna 116: 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
116 N07 RF_maintenance nn Power 29.298839 16.601452 18.756177 28.043001 29.298839 8.641892 5.816524 3.982542 5.953095

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 85.561425 28.914201 31.337149 83.353881 85.561425 27.774072 25.863532 4.592374 5.780747

Antenna 116: 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
116 N07 RF_maintenance nn Power 36.104524 20.626064 23.497428 34.762825 36.104524 7.187568 4.890274 5.738060 7.203678

Antenna 116: 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
116 N07 RF_maintenance nn Power 45.971371 19.523094 22.200334 44.263023 45.971371 11.149726 8.557029 6.367719 7.710297

Antenna 116: 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
116 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 Not Found ee Shape 26.720926 24.930502 26.720926 5.268077 5.794869 1.909554 2.531496 3.895009 3.893506

Antenna 116: 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
116 N07 RF_maintenance nn Power 31.459295 22.669070 19.301046 31.459295 30.135365 5.879819 7.225206 6.915009 5.355582

Antenna 116: 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
116 N07 RF_maintenance nn Shape 14.606785 14.331441 14.606785 3.586850 4.044016 0.474917 0.543289 5.720956 7.366068

Antenna 116: 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
116 N07 RF_maintenance nn Power 128.134967 26.242712 28.355193 124.713116 128.134967 27.233750 25.092686 9.535021 11.729698

Antenna 116: 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
116 N07 RF_maintenance ee Shape 15.779283 15.779283 15.460792 5.338854 5.579886 0.250008 0.522308 3.443604 3.927530

Antenna 116: 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
116 N07 RF_maintenance ee Shape 31.468441 29.867480 31.468441 6.874316 6.693457 1.403967 2.312611 4.853195 4.456453

Antenna 116: 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
116 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 99.528763 22.253118 25.960394 95.491811 99.528763 25.439089 22.811369 8.892489 12.608494

Antenna 116: 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
116 N07 RF_maintenance nn Power 39.949967 17.210604 16.030971 39.949967 38.523406 7.350307 8.249387 6.834737 5.360404

Antenna 116: 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
116 N07 RF_maintenance ee Shape 14.568804 14.403593 14.568804 3.431218 2.980512 0.145528 0.667449 3.696180 2.977008

Antenna 116: 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
116 N07 RF_maintenance ee Shape 13.270738 12.968123 13.270738 3.344899 3.043738 -0.027260 0.259699 3.535662 3.198753

Antenna 116: 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
116 N07 RF_maintenance ee Shape 17.277778 17.100785 17.277778 4.037389 3.462068 -0.037644 0.244186 4.626978 3.460123

Antenna 116: 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
116 N07 RF_maintenance nn Power 76.845775 30.491663 25.184938 76.845775 73.488282 34.026501 34.900456 8.183736 5.871711

Antenna 116: 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
116 N07 RF_maintenance ee Shape 13.281317 13.281317 12.915448 3.164270 3.467954 0.423330 0.208225 3.145652 4.069960

Antenna 116: 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
116 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance ee Shape 9.044938 8.703230 9.044938 2.652743 2.473372 0.167728 -0.064125 5.012054 3.950267

Antenna 116: 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
116 N07 RF_maintenance ee Shape 12.707686 12.601010 12.707686 3.488279 3.110623 1.188663 0.881274 5.584861 4.116818

Antenna 116: 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
116 N07 RF_maintenance ee Shape 10.569889 10.250435 10.569889 2.965322 2.606934 0.077500 0.088500 2.768478 2.151409

Antenna 116: 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
116 N07 RF_maintenance nn Power 105.292887 33.647496 36.553996 102.822934 105.292887 22.724814 20.801459 13.582659 16.908992

Antenna 116: 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
116 N07 RF_maintenance ee Shape 9.370031 9.370031 9.002120 3.241083 3.536916 0.087985 -0.090134 1.178535 1.564169

Antenna 116: 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
116 N07 RF_maintenance ee Shape 10.200348 9.937190 10.200348 2.836275 2.484388 -0.140963 0.345787 3.866312 2.885247

Antenna 116: 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
116 N07 RF_maintenance ee Shape 11.445153 11.445153 11.352879 3.522170 4.177940 0.993996 0.916721 4.394290 4.787700

Antenna 116: 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
116 N07 RF_maintenance ee Shape 11.254413 11.254413 11.228320 2.606552 3.066161 0.713213 0.279498 3.452577 4.624532

Antenna 116: 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
116 N07 RF_maintenance ee Shape 10.304345 10.304345 10.147544 2.513328 2.858761 0.737874 0.255489 4.052904 5.456907

Antenna 116: 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
116 N07 RF_maintenance nn Power 99.456947 26.321610 28.943449 96.401047 99.456947 26.907066 24.303200 12.581647 16.145224

Antenna 116: 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
116 N07 RF_maintenance ee Shape 12.932302 12.775160 12.932302 3.541424 3.158920 0.517278 0.475156 5.029476 3.727292

Antenna 116: 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
116 N07 RF_maintenance ee Temporal Discontinuties 255.129657 27.988049 27.392166 147.439529 144.577531 92.913905 90.873449 208.792344 255.129657

Antenna 116: 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
116 N07 RF_maintenance nn Temporal Discontinuties 5.712720 2.404945 2.760759 1.208012 1.097566 1.666758 1.870912 5.712720 5.156836

Antenna 116: 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
116 N07 RF_maintenance ee Shape 2.420052 2.128743 2.420052 1.155460 1.130571 0.211939 0.384117 1.885399 1.324037

Antenna 116: 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
116 N07 RF_maintenance nn Power 105.789656 24.094868 26.919688 102.287267 105.789656 26.971695 24.588642 17.682640 21.990246

Antenna 116: 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
116 N07 RF_maintenance nn Temporal Discontinuties 1.204496 -0.339981 -0.140392 0.878729 0.830037 0.438316 0.575094 1.204496 0.706275

Antenna 116: 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
116 N07 RF_maintenance ee Shape 1.861429 1.555332 1.861429 0.915283 0.943836 -0.177780 0.150697 1.699688 1.163318

Antenna 116: 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
116 N07 RF_maintenance ee Shape 10.958761 10.887955 10.958761 4.924074 4.442957 -0.107546 0.151409 5.197697 3.965739

Antenna 116: 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
116 N07 RF_maintenance nn Shape 9.106267 9.106267 8.954882 6.605287 5.872311 3.705368 0.890609 3.881926 2.246529

Antenna 116: 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
116 N07 RF_maintenance nn Power 59.718829 22.225788 27.363952 56.887034 59.718829 8.029937 10.937027 5.169088 7.745294

Antenna 116: 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
116 N07 RF_maintenance nn Power 32.475285 26.273506 21.622760 32.475285 31.062240 11.368344 8.026126 5.446456 3.866839

Antenna 116: 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
116 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 RF_maintenance nn Power 0.000000 -0.017071 -0.017071 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 116: 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
116 N07 RF_maintenance ee Power -0.161366 -0.210417 -0.210417 -0.161366 -0.161366 -0.330227 -0.330227 -0.393467 -0.393467

Antenna 116: 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
116 N07 RF_maintenance nn Power 67.334968 31.881594 28.659908 67.334968 65.292655 18.538017 19.601516 7.439215 5.325179

Antenna 116: 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
116 7 RF_maintenance nn Power 65.728883 16.099819 19.527764 62.886864 65.728883 21.597848 15.557484 21.941498 19.722189

Antenna 116: 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
116 7 RF_maintenance nn Power 35.444600 14.104284 15.936375 34.008041 35.444600 8.168932 7.811585 8.929451 10.420576

Antenna 116: 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
116 7 RF_maintenance nn Power 61.927746 19.962032 24.056616 58.768914 61.927746 9.785972 8.308143 6.546887 10.439336

Antenna 116: 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
116 7 RF_maintenance nn Power 65.755316 20.772473 23.154656 63.049083 65.755316 16.444150 13.305992 9.265412 16.080194

Antenna 116: 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
116 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: