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 = "38"
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 38 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 38, Node N03:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.990921 -0.308103 -0.242359 -0.808515 0.647280 -0.293474 3.207293 -0.227977 0.8122 0.5825 0.5547 1.897226 1.574997
2459808 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.729683 -0.228972 -0.821380 -0.923845 1.486081 0.176794 4.532388 0.408541 0.7877 0.7379 0.4592 4.120587 4.411810
2459807 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.054891 0.010019 -0.656222 -0.409750 2.590387 1.274865 9.816156 4.763352 0.7729 0.7193 0.4540 3.800155 3.803470
2459806 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.246501 -0.478556 -0.213105 -0.343406 2.549189 4.032875 11.667570 4.312618 0.7565 0.6693 0.4026 4.776628 4.550870
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.904196 -0.272964 -0.427717 -0.862733 2.298413 -0.210135 2.929745 -0.290795 0.7795 0.7412 0.4468 2.456338 2.263172
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.809919 -0.063767 -0.743122 -0.779826 2.922803 -0.520407 1.897961 0.065569 0.7759 0.7412 0.4378 2.493451 2.306592
2459803 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.036191 -0.227414 -1.024921 -1.060200 1.872685 0.924004 9.522285 2.038646 0.7686 0.7381 0.4352 3.960041 4.076452
2459802 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
2459801 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.110801 -0.042186 -0.632491 -0.986365 4.376393 1.309341 10.033098 4.959226 0.7815 0.7230 0.4621 4.690900 4.298529
2459800 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.147741 -0.212134 -0.825312 -1.175507 3.077614 0.383441 11.225483 5.000918 0.7541 0.7338 0.4178 5.512276 5.053978
2459799 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.379627 0.052160 -0.464909 -0.894765 4.133253 3.001237 5.160231 0.307578 0.7502 0.6636 0.4066 4.481498 4.599573
2459798 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.067414 -0.034978 -0.844636 -0.938452 2.152369 0.393145 11.542474 1.416024 0.7297 0.7098 0.4248 3.507489 3.295309
2459797 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.928262 0.055558 -0.815376 -0.644301 2.368369 -0.181180 12.411873 3.302190 0.7300 0.7132 0.4243 4.359332 4.036866
2459796 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.684256 -0.299366 -0.475175 -0.604484 1.884253 0.241072 11.977938 3.229799 0.7135 0.6988 0.4108 1.464856 1.345624
2459795 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.150009 -0.026671 -0.827329 -0.937150 1.722948 0.035474 13.120165 4.729178 0.7091 0.6974 0.4146 30.757459 22.339728
2459794 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.934288 0.018422 -0.839318 -0.759630 2.407867 0.372317 19.987763 10.819745 0.7171 0.7051 0.4279 0.000000 0.000000
2459793 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.818033 -0.222902 -0.967379 -0.832491 1.061380 -0.827341 11.243264 3.857394 0.7118 0.7015 0.4217 9.364808 8.325140
2459792 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.202314 -0.243640 -0.370839 -0.727293 2.141763 1.300491 4.481145 1.102455 0.7547 0.6602 0.4106 4.063476 4.076198
2459791 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.347669 0.046700 -0.632269 -0.242975 1.171557 -0.034163 2.271947 1.044180 0.6896 0.6767 0.4119 6.268440 6.073437
2459790 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.267515 0.438543 -0.617868 -0.240610 1.085891 0.410498 6.035896 1.762048 0.6899 0.6831 0.4077 5.205930 4.948485
2459789 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.733660 0.019302 -0.284813 -0.732907 1.905781 0.500865 18.111948 9.795001 0.6763 0.6659 0.4067 22.634892 21.858834
2459788 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.413632 0.058813 -0.085124 -0.339086 1.519869 0.793826 9.421617 4.691998 0.6811 0.6738 0.3969 10.909561 9.934950
2459787 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.650880 -0.104049 -0.360875 -0.294849 0.917449 -0.040376 8.805383 3.814425 0.6852 0.6785 0.3949 13.927631 11.856470
2459786 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.321107 0.069620 -0.509920 -0.482723 1.301268 0.498814 12.629475 2.080364 0.6672 0.6599 0.3791 6.108474 8.224110
2459785 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.795991 -0.052988 0.262661 -0.471702 2.423782 0.552016 2.433553 0.716905 0.7600 0.6683 0.3987 11.186483 7.347193
2459784 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.426175 -0.006104 -0.609233 0.880298 1.011674 0.307850 1.590469 -0.286883 0.6295 0.6215 0.3646 6.499878 6.536478
2459783 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.478924 -0.195794 -0.097646 -0.474113 1.574702 -0.367425 9.450883 3.319629 0.6070 0.6015 0.3474 2.947618 3.143050
2459782 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.905988 -0.115146 0.173294 -0.321947 1.713994 -0.941421 5.678551 1.652448 0.5830 0.5819 0.3474 3.058593 3.262334
2459781 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.661358 -0.944769 0.998703 -0.810767 1.718914 0.241055 2.504962 0.264792 0.7538 0.7093 0.3500 3.643737 3.502485
2459778 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.315795 -0.224027 2.049169 -0.467297 3.147973 0.021052 8.463918 3.241908 0.7263 0.6420 0.4050 3.034976 3.239425
2459776 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.836330 0.405004 2.197312 -0.354491 0.100196 3.353538 13.451585 4.271201 0.7582 0.6666 0.4054 3.686109 3.670115
2459774 RF_maintenance - 96.88% 96.88% 0.00% - - nan nan nan nan nan nan nan nan 0.5505 0.5512 0.3488 nan nan
2459773 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.341937 4.111194 5.014355 7.785299 7.426456 8.269989 10.844428 -1.322053 0.5078 0.4868 0.3124 4.992109 4.726008
2459772 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.332161 0.876543 1.884944 0.981014 1.705479 0.377696 6.609813 -0.987004 0.5123 0.4902 0.3014 3.120560 3.102627
2459771 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.753519 0.749904 1.956912 0.935304 2.205185 0.117448 5.898363 -1.317957 0.7295 0.6138 0.4192 4.231516 4.075035
2459770 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
2459769 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.662802 4.348176 3.748622 7.321139 5.018598 6.224742 7.343192 -1.310699 0.5239 0.5088 0.3154 2.621976 2.445029
2459768 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.270955 4.628285 4.573961 7.904782 4.604330 5.574388 13.144030 -2.249613 0.5310 0.5137 0.3189 2.653850 2.541012
2459767 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.834959 1.309205 2.231010 1.238172 2.386494 0.228394 7.278847 -1.432514 0.5553 0.5420 0.3015 2.450418 2.410985
2459766 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.773235 1.098637 2.177224 1.033362 2.029880 0.297687 6.366410 -1.187724 0.5382 0.5205 0.3240 2.662336 2.672233
2459765 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.456667 5.457557 5.486460 9.855927 6.398785 5.390549 12.361275 -2.035463 0.5389 0.5218 0.3245 3.948745 3.752744
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 491.471755 724.451085 inf inf 2776.516747 4927.844467 10450.947105 19352.855679 nan nan nan 0.000000 0.000000
2459761 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.482521 4.172840 4.225358 6.372716 4.955263 5.825562 16.113855 -1.716785 0.5633 0.5491 0.3434 3.071420 2.915575
2459760 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.530443 4.679409 4.659052 7.988587 4.573373 13.833041 24.579442 -1.565014 0.5856 0.5745 0.3451 4.135853 4.681384
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459758 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.485554 1.898343 2.461542 2.809267 3.050602 1.551217 7.989753 -1.219871 0.6057 0.5919 0.3377 2.862923 3.255461
2459757 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.362198 1.466845 2.160852 2.510476 2.257424 1.473648 7.042811 -0.752435 0.7504 0.6595 0.4001 2.807826 2.446176
2459755 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.800825 1.983117 2.483476 2.194587 4.399511 2.755527 5.568143 -1.030423 0.6220 0.6200 0.3475 3.497578 4.336492
2459754 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.465178 1.111462 2.013017 1.777984 1.378387 1.587126 6.398670 -1.924638 0.6373 0.6305 0.3610 3.682094 4.523813
2459753 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.415149 1.696879 2.668698 2.384631 4.032465 1.293224 9.305491 -2.048808 0.6292 0.6185 0.3701 3.267833 3.706178
2459752 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.049431 3.708685 6.393012 9.634162 6.583660 6.802314 11.147786 -2.124072 0.6266 0.6077 0.3916 3.730694 3.866827
2459750 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.563310 5.136491 5.385427 8.590309 7.111173 10.899723 5.192612 -1.436940 0.7408 0.6441 0.4067 6.650979 5.989064
2459749 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.350261 1.872920 2.751295 2.130883 0.436329 0.803765 9.093163 -1.399350 0.6483 0.6323 0.3914 3.473293 3.591821
2459748 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.789409 2.216703 3.429810 4.421796 1.602312 3.596704 8.978085 -1.229786 0.6486 0.6317 0.4096 3.944007 3.852270
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.264908 5.437778 3.199082 5.190898 58.191083 79.997905 224.742607 304.281178 0.0270 0.0308 0.0025 nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.424992 7.675897 7.896984 9.712496 46.349369 59.928433 194.271907 267.306925 0.0271 0.0313 0.0032 nan nan
2459738 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.403991 3.554913 7.236373 12.728357 4.379405 9.714842 14.433101 -1.253160 0.7234 0.6978 0.4427 4.910580 5.530473
2459736 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.543826 2.044522 2.115242 2.993192 2.256082 2.510004 6.752883 -1.180143 0.7396 0.6364 0.4296 2.675627 2.797920
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.586915 6.538738 3.482824 5.014090 19.820713 34.579616 90.089741 124.745543 0.0269 0.0318 0.0031 nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.570307 4.923115 1.319576 8.170311 21.205843 27.081366 262.611475 342.863210 0.0272 0.0309 0.0025 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.326715 5.255593 -0.070919 10.847603 33.504100 43.883124 349.300678 442.353140 0.0278 0.0312 0.0033 nan nan
2459731 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.246067 3.315629 5.708506 9.122746 2.141712 14.340853 8.154003 -1.207695 0.7221 0.6988 0.4222 4.404997 5.270201
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.840925 3.707840 -0.273558 11.545993 27.960256 35.658007 296.246840 363.792625 0.0281 0.0304 0.0030 nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.411489 3.988051 0.523075 9.863094 55.980272 68.629187 200.297488 256.189956 0.0272 0.0308 0.0030 nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.965119 2.594282 -0.451293 8.407789 53.461266 71.918995 337.277583 423.733172 0.0280 0.0306 0.0034 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.121134 3.684863 -0.109114 10.999594 84.972078 112.588284 340.483989 420.110316 0.0282 0.0305 0.0030 nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.251063 2.873258 -0.514130 9.434948 29.246590 34.149826 199.386692 247.415604 0.0278 0.0307 0.0029 nan nan
2459722 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.473164 5.921644 6.821604 10.592467 5.885865 9.030701 15.870225 -1.562738 0.7294 0.6373 0.4400 3.206713 3.031503
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.916413 2.467472 -0.488172 10.478373 102.153545 129.510115 151.584627 188.626814 0.0277 0.0301 0.0022 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.520766 2.708379 0.378224 10.526529 122.810832 130.812925 205.558913 246.647983 0.0281 0.0300 0.0028 nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.902067 4.632186 0.941118 9.202214 99.591515 134.842131 359.124558 466.539494 0.0277 0.0305 0.0030 nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.093287 4.172527 -0.287354 8.225543 54.403222 59.849274 314.376723 398.078975 0.0276 0.0300 0.0030 nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.754456 3.128750 0.199327 10.113060 70.578137 89.295176 296.973851 360.131716 0.0273 0.0297 0.0026 nan nan
2459715 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.026138 4.807114 5.667622 10.673595 5.420551 10.945237 14.432918 -1.802747 0.7095 0.6272 0.4428 2.938340 2.907443
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.510586 4.383779 0.231106 11.523637 35.897101 43.616247 280.227089 343.034523 0.0279 0.0304 0.0027 nan nan
2459712 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.967220 5.668191 5.516366 11.543303 4.352587 9.823986 2.312226 -1.876334 0.6275 0.6117 0.3759 2.989272 2.945661
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.675087 1.546981 -0.019012 6.202915 16.593409 22.246423 98.718015 119.234498 0.0278 0.0291 0.0024 nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.968821 1.741189 0.609576 8.456353 34.444871 43.472249 107.272669 126.125136 0.0280 0.0299 0.0019 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.827923 4.260738 5.847839 11.030255 5.350203 10.741503 22.558450 -0.305753 0.7087 0.6375 0.4223 0.000000 0.000000
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.029890 -0.325154 -1.525294 -1.598313 -1.366742 -1.581723 47.785877 37.752173 0.0303 0.0326 0.0013 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.220168 1.191924 1.756108 8.362081 5.298153 10.739176 36.076837 43.690332 0.0298 0.0326 0.0010 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.692884 3.595803 4.133848 19.173411 13.700232 22.338650 91.582045 113.401852 0.0299 0.0326 0.0011 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.336484 3.057798 5.183231 24.345432 48.411980 63.984223 66.142509 80.509813 0.0309 0.0359 0.0037 nan nan
2459702 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.642586 1.183259 3.068424 10.606105 0.086717 3.472776 12.752097 -1.542045 0.6448 0.6384 0.3263 0.000000 0.000000
2459701 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.779655 1.314074 2.000019 5.087210 2.126777 3.505374 9.107186 -0.853971 0.6541 0.6451 0.3220 8.948658 10.462723
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.932086 17.932086 17.292071 17.292071 13.868195 13.868195 21.139713 21.139713 1.0000 1.0000 0.0000 27937.549805 27937.549805
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.059378 -0.059378 -0.088976 -0.088976 -0.198902 -0.198902 -0.232081 -0.232081 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% 0.773341 0.773341 0.736571 0.736571 0.674491 0.674491 0.734633 0.734633 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.538074 1.256180 2.349992 3.730308 2.266357 2.486776 5.751013 -1.168085 0.6699 0.6294 0.4014 4.836710 5.166051
2459693 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.643771 0.635302 3.770169 7.723413 3.919185 4.371383 7.511404 8.493000 0.7349 0.6999 0.2817 6.202894 5.844670
2459692 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459691 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.247602 1.958877 2.314508 11.224076 1.480988 2.609984 16.136323 -1.958782 0.6182 0.6082 0.3346 5.639796 6.074820
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.437464 3.033804 2.622056 12.656190 3.995758 1.880818 18.568700 -3.638631 0.6450 0.6298 0.3659 4.767718 5.118620
2459689 RF_maintenance 100.00% - - - - - 2.334523 2.655354 3.764325 8.580462 41.041033 44.613257 13.792359 -1.963129 nan nan nan nan nan
2459688 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.438599 3.153541
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.703440 5.385581 7.198285 11.786785 3.137889 4.718914 1.096895 -1.645131 0.6260 0.6044 0.3540 4.341857 3.731904
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.259130 6.366468 7.117212 11.035993 5.876040 5.031054 1.304774 -1.798962 0.6357 0.6096 0.3552 8.594339 6.238389
2459684 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.109810 6.307828 8.649544 14.733825 3.446610 3.320012 4.675199 -1.820268 0.6347 0.6141 0.3562 3.761780 3.432644
2459676 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.314860 26.651820 1.862853 71.494047 3.019501 18.737968 1.221675 6.324434 0.6242 0.0514 0.4672 7.289728 1.489857
2459675 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.185091 24.638580 0.905322 59.547937 4.667837 22.798727 0.669913 5.458927 0.6305 0.0582 0.4715 4.737040 1.351621
2459674 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.247603 26.838661 0.638780 61.821476 3.495425 15.142695 0.469011 4.834350 0.6369 0.0591 0.4623 4.948888 1.397006
2459673 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.333102 30.299730 0.893752 83.183496 1.446089 30.433376 0.275799 7.187198 0.6407 0.0593 0.4773 0.000000 0.000000
2459672 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.759232 22.616104 0.848426 61.810958 1.887766 9.897185 0.507922 1.684024 0.6354 0.0549 0.4650 0.000000 0.000000
2459671 RF_maintenance 100.00% 32.97% 100.00% 0.00% 100.00% 0.00% 0.692056 29.774743 0.775944 62.657741 2.217844 36.496870 1.308660 10.122818 0.5068 0.0557 0.3611 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% - - -1.451831 11.710889 0.796048 10.751615 0.246709 1.320170 -0.100505 9.005468 0.0320 0.0317 0.0005 nan nan
2459668 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.938944 24.802690 0.677855 85.154720 1.951226 32.167958 -0.394196 29.823770 0.7051 0.0682 0.4856 4.950267 1.432843
2459665 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.874862 26.674210 0.842056 64.067372 1.158452 18.927456 1.083289 13.285503 0.6623 0.0598 0.4686 5.407001 1.419849
2459664 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.698634 0.180468 -0.718709 -0.868654 -0.027789 0.846435 -0.848034 2.864269 0.0273 0.0317 0.0008 nan nan
2459663 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.679569 31.585800 2.048509 123.837147 4.526757 54.374922 0.628279 10.354435 0.6416 0.0655 0.4547 5.070789 1.298231
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.411938 12.650821 0.349466 8.947500 4.294513 2.961252 -0.389247 9.770556 0.0303 0.0301 -0.0001 nan nan
2459661 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.711178 26.675209 0.947479 94.786271 0.919378 28.415381 -0.195033 15.040116 0.6789 0.0693 0.4689 4.611194 1.412668
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459659 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.529161 24.417381 0.126339 71.004749 0.592669 32.471548 0.131058 12.317241 0.6227 0.0644 0.4388 5.667000 1.363600
2459658 RF_maintenance 100.00% 0.64% 100.00% 0.00% 100.00% 0.00% 3.257920 24.514666 0.298689 61.041224 0.471561 22.312876 0.499282 13.111503 0.6237 0.0659 0.4411 4.873268 1.391986
2459657 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.846654 27.641402 -0.208262 78.229934 1.187824 29.752503 -0.651086 11.383950 0.6523 0.0562 0.4656 3.833443 1.314870
2459656 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.982952 27.373389 -0.940221 57.611517 0.781968 28.686569 0.011184 10.567025 0.6218 0.0573 0.4478 4.633061 1.295029
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.045310 14.980896 0.496788 10.238903 1.282996 1.714583 -0.838321 7.257837 0.0300 0.0334 0.0014 nan nan
2459653 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.752007 27.851128 -0.292888 60.863821 1.616987 30.037462 -0.356032 3.583200 0.6257 0.0556 0.4592 3.988967 1.296945
2459652 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.870416 33.959388 0.502186 82.553474 2.108812 30.483694 0.267844 5.593974 0.6142 0.0594 0.4372 6.065027 1.402261
2459651 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.657238 37.949644 0.416546 89.239283 -0.398267 13.398475 0.087600 17.106976 0.8289 0.1318 0.4717 36.925365 1.569774
2459650 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.619960 24.940649 -0.360479 77.686013 1.063097 24.365436 -0.689877 21.590765 0.7705 0.0817 0.4709 5.868932 1.362704
2459649 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.280607 24.724984 -0.824641 61.710968 0.025278 29.897965 -0.045007 8.865979 0.6472 0.0622 0.4463 4.340973 1.380632
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% 1.327846 1.327846 1.351587 1.351587 -0.390500 -0.390500 -0.218256 -0.218256 0.2085 0.2085 0.0000 0.037283 0.037283
2459646 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.831848 22.133977 -0.180004 70.998435 1.153657 26.852201 -0.254102 5.968012 0.5810 0.1160 0.3532 4.195441 1.453817
2459645 RF_maintenance 100.00% 0.00% 85.41% 0.00% 100.00% 0.00% 4.557362 22.899241 -0.147983 76.637931 1.013861 24.245280 0.166035 19.157323 0.6866 0.2259 0.3219 5.892730 1.661965
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4656 0.4611 0.0030 nan nan
2459640 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 7.500339 25.802866 0.194840 74.303566 0.959979 29.707987 -0.273514 3.093832 0.5767 0.1077 0.3395 5.032517 1.475196
2459639 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 5.692530 20.439501 0.073141 70.739254 1.021023 25.772634 -0.247401 4.393600 0.5914 0.1191 0.3384 3.912483 1.416289
2459638 RF_maintenance - 0.00% 96.70% 0.00% - - nan nan nan nan nan nan nan nan 0.6901 0.2044 0.3171 nan nan
2459637 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.006265 20.982541 -0.595256 84.391839 -0.310114 31.723581 -0.680537 3.705254 0.5832 0.1038 0.3490 4.233749 1.472364
2459636 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.318014 21.258861 -0.489750 81.807206 -0.707631 25.022362 -1.046352 1.009526 0.5838 0.1039 0.3507 4.412294 1.498407
2459635 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.204653 23.046819 -0.673073 78.387388 -0.130934 32.854232 -0.362209 1.625200 0.5922 0.1005 0.3559 6.940438 1.444479
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.923556 -0.677046 152134.221319 -0.677146 8.344040 -0.675303 8.333664 -0.675228 1.0000 1.0000 0.0000 0.034849 0.035082
2459633 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.843771 24.639606 -0.608960 90.656401 -0.581026 40.048787 -0.544905 4.490836 0.5895 0.0516 0.4045 5.286800 1.280470
2459632 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.742901 24.899807 -0.408242 76.849067 -0.554977 26.337656 -0.177703 2.292271 0.5873 0.0528 0.4051 3.479452 1.326617
2459631 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.453834 29.701869 -0.161941 85.433482 -0.192762 33.576338 -0.514015 4.516946 0.5976 0.0581 0.4088 5.284625 1.288396
2459630 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.733822 33.010445 -0.429975 76.262922 -0.701457 43.148352 -0.463078 5.895512 0.5986 0.0612 0.4110 8.059884 1.298839
2459629 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.459949 29.269170 -0.157059 87.137549 -0.130910 34.295377 -0.665563 5.972863 0.6177 0.0592 0.4223 6.543435 1.378425
2459628 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.872281 23.733545 -0.592464 70.732023 -0.357659 29.929054 -0.338912 5.387965 0.5938 0.0532 0.4077 4.137348 1.314804
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.675897 -0.675897 -0.675710 -0.675710 -0.674330 -0.674330 -0.674334 -0.674334 1.0000 1.0000 0.0000 0.019704 0.019704
2459626 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.262748 24.005897 -0.803785 65.936976 0.152403 34.307077 -0.082519 8.583142 0.6135 0.0637 0.4284 4.875844 1.297150
2459625 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.650633 24.002401 -0.523281 72.587195 -0.251872 37.916017 -0.650785 2.493844 0.6027 0.0557 0.4141 5.312394 1.317535
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% 6.229810 25.842176 0.948360 126.868660 7.579841 23.862383 -1.468712 1.640693 0.0495 0.0317 0.0323 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 6.010783 26.288060 33.192086 40.606716 nan nan -19.669172 -19.102210 nan nan nan 7.906989 1.427432
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.776277 13.144735 15.237347 26.505509 0.404408 1.489967 -1.189484 3.536699 0.0239 0.0233 0.0002 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.313858 21.472095 -0.338605 73.668514 0.789223 38.321751 -0.929101 1.757735 0.0726 0.0407 0.0453 1.648328 1.595334
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.327041 26.068312 -0.293736 81.349405 -0.387736 38.456484 -0.286988 5.144835 0.0717 0.0383 0.0403 1.457761 1.399927
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.058061 21.442868 -0.389320 72.374387 0.042098 39.287448 0.200296 7.551985 0.0741 0.0411 0.0426 0.000000 0.000000
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.834549 22.880695 0.066317 110.726188 0.415543 44.084921 -0.111884 3.160155 0.0706 0.0389 0.0413 1.239156 1.201786
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.895900 25.405721 -0.282065 69.863575 0.084514 30.557908 -0.486845 3.360571 0.0767 0.0387 0.0444 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.573158 26.278461 -0.437361 76.809379 0.303158 29.727989 -0.096726 3.370245 0.0815 0.0396 0.0424 2.164767 2.082346
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% 1.616327 17.805018 -0.697052 78.603883 0.451774 51.041003 1.302570 38.065520 0.0911 0.0366 0.0355 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.557413 21.465831 -0.512350 56.121951 0.185221 31.112113 -0.220158 9.480538 0.0805 0.0384 0.0451 1.252694 1.192578
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.506960 24.369321 -0.357515 72.883478 0.177562 34.335803 -0.264935 22.339667 0.0819 0.0378 0.0468 1.269563 1.208406
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.865948 26.449626 -0.368168 90.388396 0.553154 31.219755 -0.318710 16.237580 0.0748 0.0378 0.0449 1.294352 1.231072
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.485490 21.710131 -0.289259 103.755569 0.502089 36.753891 -0.422204 6.479992 0.0664 0.0348 0.0236 1.307260 1.241049
2459607 RF_maintenance 100.00% 98.92% 98.92% 0.00% 100.00% 0.00% 3.555761 11.906978 -0.303833 24.566182 -0.426290 38.698741 -0.371269 -1.377257 0.0628 0.0433 0.0258 1.289772 1.251405
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.947214 -0.647134 -0.091156 -0.738633 0.268294 -0.751678 1.729879 0.097087 0.0265 0.0256 0.0008 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.740953 25.145795 -0.045810 87.577118 1.072670 44.492273 -0.047594 20.531014 0.0834 0.0383 0.0461 1.326924 1.261937
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 402.106063 1022.194725 inf inf 7430.711904 -18796.230018 4450.843214 -10659.019364 nan nan nan 0.000000 0.000000
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.689597 22.609035 -0.327390 105.574561 0.063799 26.144860 -0.181306 12.379773 0.0729 0.0368 0.0441 1.246933 1.198862
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.727182 21.555424 -0.313414 82.650983 0.220363 36.513113 -0.430446 6.164944 0.0850 0.0393 0.0481 1.299040 1.236551
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.664486 21.368464 -0.408831 92.879055 -0.253796 30.407025 0.259785 10.295514 0.0798 0.0380 0.0460 1.240240 1.186338
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 307.516519 313.713675 inf inf 32.226809 53.192068 142.079026 527.291713 nan nan nan 0.000000 0.000000
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.803186 33.930232 0.322909 87.304418 -0.153070 15.819551 0.015826 25.665135 0.0823 0.0468 0.0390 1.247522 1.184429
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.147978 11.674861 -0.222314 80.330648 -0.302077 26.809370 -0.364288 31.697389 0.0784 0.0391 0.0414 1.272409 1.208583
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.008172 17.889020 -0.455528 85.183851 0.477565 37.994851 -0.886903 11.914796 0.0848 0.0398 0.0488 1.234490 1.178251
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 33.927005 35.864065 inf inf 17.655985 16.282759 52.692050 50.269978 nan nan nan nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.832574 21.738153 0.055427 98.884846 0.218015 32.424737 -0.556639 2.321310 0.0909 0.0408 0.0523 1.270136 1.209563
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.253401 24.955470 0.182189 92.189565 -0.510154 35.320190 -0.058347 4.233736 0.0944 0.0405 0.0489 1.250875 1.188669
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.915217 22.597576 0.181941 85.466812 -0.055057 22.268277 -0.780621 17.476694 0.0755 0.0398 0.0427 1.248089 1.194050
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 213.187326 212.689576 inf inf 21.791161 23.197043 49.850488 21.978536 nan nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 1.131565 22.898044 0.018380 139.229609 -1.594851 8.049393 -4.675000 12.288070 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.582646 19.561032 -0.614458 32.149651 0.449389 11.529763 0.769556 6.582852 0.0738 0.0395 0.0455 1.229164 1.182482
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.675374 25.321459 -0.731316 10.682176 -0.650182 10.180746 1.173283 4.197963 0.0305 0.0297 0.0005 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.657178 26.477828 1.278383 114.748355 -0.344045 17.607418 -0.509729 9.621498 0.0754 0.0346 0.0398 -0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.187465 19.765878 -0.219833 35.350425 -0.394143 23.537437 -0.186668 0.340664 0.0801 0.0394 0.0457 1.258748 1.217353
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 292.146854 295.864302 inf inf 11587.167518 11467.868540 6080.458328 6078.503410 nan nan nan 0.000000 0.000000
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.686415 23.864224 -0.806450 36.250027 -0.414233 23.114707 0.063545 0.704096 0.0731 0.0363 0.0424 1.216688 1.183916
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.178033 17.996268 0.094824 42.175072 -0.456476 27.409800 -0.412743 2.138449 0.0723 0.0359 0.0432 1.203054 1.169209
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.188461 1.576716 -0.746861 2.502810 1.023760 1.051333 -0.850963 2.785559 0.0290 0.0290 -0.0003 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.666178 23.207835 -0.674590 33.895284 0.128639 24.939670 -0.421366 0.654565 0.0694 0.0357 0.0216 1.204514 1.168738
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.402715 17.838912 -0.651816 27.205534 -0.188852 21.996862 -0.128024 1.413660 0.0809 0.0366 0.0455 1.211769 1.173407
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.059738 18.382556 -0.547645 26.980503 -1.192292 17.170215 -0.729555 6.109345 0.0726 0.0375 0.0424 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.116003 16.874944 -0.723265 25.840910 0.804017 24.267690 -0.856398 0.882937 0.0681 0.0356 0.0442 1.244902 1.212104
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.239570 17.587804 0.199389 44.416708 -0.609555 28.427541 0.146197 1.775954 0.0710 0.0359 0.0416 23.143465 1.302423
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.010820 17.650277 -0.460140 25.994939 -0.388426 18.040121 1.308095 3.162016 0.0804 0.0366 0.0459 1.290299 1.252097
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.037774 1.240761 -0.675370 2.574527 -0.143722 1.107643 -0.966758 2.877154 0.0286 0.0283 0.0000 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% 0.176267 20.907562 -0.592455 33.737924 -0.448643 10.559581 -0.791185 8.954301 0.0813 0.0416 0.0430 1.257989 1.209127
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.216822 16.883886 -0.230295 33.702671 -0.445347 21.741761 -0.909121 0.035612 0.0666 0.0343 0.0436 9.545543 1.263788
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.261715 -1.261715 -1.175854 -1.175854 -0.877508 -0.877508 -0.954097 -0.954097 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.543498 15.822900 0.265639 35.830120 1.486976 2.410125 -0.069520 0.937744 0.0803 0.0366 0.0487 1.213135 1.177262
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.116458 17.868622 0.702067 68.334335 -0.350356 22.457530 -0.422861 2.042976 0.0838 0.0383 0.0509 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.101401 11.031218 -0.648680 17.623613 0.452455 2.791713 -0.211469 0.912738 0.0802 0.0357 0.0494 1.245944 1.207062
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.107491 11.786868 -0.818140 16.778239 -0.009308 3.006438 -0.463645 1.432710 0.0759 0.0361 0.0367 1.262129 1.219634
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.306005 10.652512 -0.563152 17.022474 0.117593 3.082591 -0.250500 0.837997 0.0717 0.0370 0.0465 1.242914 1.209928
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.241807 13.814555 -0.605507 18.679571 -0.265408 3.440174 -0.102238 1.180751 0.0727 0.0345 0.0427 1.203536 1.170188
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.236410 18.119851 0.254319 35.707108 -0.611017 23.430567 -0.433174 1.729016 0.0805 0.0380 0.0468 1.213879 1.173690
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0297 0.0292 -0.0000 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.547507 18.551748 0.184662 38.684097 -0.475736 21.110668 -0.475437 3.885104 0.0793 0.0359 0.0350 1.204940 1.165902
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0779 0.0355 0.0463 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0667 0.0342 0.0311 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.776642 21.986556 0.345120 51.029122 0.119091 32.207059 -0.652583 3.280372 0.0690 0.0342 0.0407 14.132595 1.166275
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.235065 10.699066 -0.800570 20.718288 -0.525420 4.308994 0.343365 1.376324 0.0820 0.0368 0.0477 1.209619 1.172958
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0353 0.0359 -0.0002 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.006069 16.339811 -0.241282 38.533957 -0.342177 23.017888 -0.223333 1.470696 0.0743 0.0362 0.0447 1.169713 1.131817
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.159675 23.312575 0.229579 78.108639 -0.611349 1.890930 -0.658181 1.500005 0.0943 0.0377 0.0498 1.204242 1.164082
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.868329 11.169839 0.259881 39.154646 -0.227870 236.910306 -0.607767 8.075770 0.0868 0.0386 0.0503 1.193694 1.150663
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.069354 16.037457 -1.003380 17.767589 -0.413191 5.218002 -0.680812 1.012843 0.0864 0.0361 0.0516 1.229990 1.186069
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.946113 26.574798 0.152742 66.389856 0.425719 31.704975 -0.616364 2.715274 0.0735 0.0345 0.0470 1.226507 1.187659
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.029739 12.923925 -0.755480 16.307338 -0.169838 5.420174 -0.297159 0.530073 0.1110 0.0393 0.0546 1.201361 1.152356
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.040278 13.096257 -0.731004 15.086494 0.943764 3.869467 -0.108160 0.146099 0.0910 0.0364 0.0483 1.175689 1.132735
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.031114 19.819940 0.357361 36.171961 -0.313988 20.806253 -0.559298 1.852895 0.0795 0.0344 0.0457 1.192621 1.157349
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.112156 22.964678 0.564168 49.039313 -0.589622 25.524671 0.290455 1.071806 0.0783 0.0351 0.0440 1.171833 1.132751
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.045342 11.406421 -0.609193 15.331126 -0.107043 4.297543 0.028276 0.691674 0.1028 0.0377 0.0549 1.188581 1.144928
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% 1.005928 27.368395 0.242543 54.710050 0.845445 34.789366 -0.538161 0.695040 0.0628 0.0360 0.0397 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 0.697085 22.782267 -0.768778 52.342567 28.433071 48.616705 15.129004 13.959231 nan nan nan 1.454895 1.410834
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.611098 23.671772 0.074268 53.069039 3.826720 23.488983 -0.495804 2.015770 0.0914 0.0385 0.0534 1.176562 1.146190
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.247592 1.757527 -0.718597 2.847992 1.744516 0.708847 -1.003630 2.260751 0.0322 0.0329 0.0007 nan nan
2459508 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.132421 30.462875 -0.055318 51.563567 0.334580 15.537562 -0.705919 14.720663 0.9150 0.0674 0.4657 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.425624 29.657367 -0.186522 49.894873 1.936453 9.892161 -0.809290 1.905370 0.8891 0.0453 0.6281 13.228220 1.295628
2459503 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.448717 29.340325 -0.135831 84.335086 1.428562 33.218002 -0.096583 3.271368 0.8628 0.0445 0.6743 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 38: 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
38 N03 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 3.207293 -0.308103 0.990921 -0.808515 -0.242359 -0.293474 0.647280 -0.227977 3.207293

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 4.532388 -0.228972 0.729683 -0.923845 -0.821380 0.176794 1.486081 0.408541 4.532388

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 9.816156 0.010019 1.054891 -0.409750 -0.656222 1.274865 2.590387 4.763352 9.816156

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 11.667570 1.246501 -0.478556 -0.213105 -0.343406 2.549189 4.032875 11.667570 4.312618

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 2.929745 0.904196 -0.272964 -0.427717 -0.862733 2.298413 -0.210135 2.929745 -0.290795

Antenna 38: 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
38 N03 digital_ok ee Temporal Variability 2.922803 -0.063767 0.809919 -0.779826 -0.743122 -0.520407 2.922803 0.065569 1.897961

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 9.522285 1.036191 -0.227414 -1.024921 -1.060200 1.872685 0.924004 9.522285 2.038646

Antenna 38: 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
38 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 digital_ok ee Temporal Discontinuties 10.033098 -0.042186 1.110801 -0.986365 -0.632491 1.309341 4.376393 4.959226 10.033098

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 11.225483 -0.212134 1.147741 -1.175507 -0.825312 0.383441 3.077614 5.000918 11.225483

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 5.160231 0.052160 1.379627 -0.894765 -0.464909 3.001237 4.133253 0.307578 5.160231

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 11.542474 1.067414 -0.034978 -0.844636 -0.938452 2.152369 0.393145 11.542474 1.416024

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 12.411873 0.055558 0.928262 -0.644301 -0.815376 -0.181180 2.368369 3.302190 12.411873

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 11.977938 0.684256 -0.299366 -0.475175 -0.604484 1.884253 0.241072 11.977938 3.229799

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 13.120165 -0.026671 1.150009 -0.937150 -0.827329 0.035474 1.722948 4.729178 13.120165

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 19.987763 0.934288 0.018422 -0.839318 -0.759630 2.407867 0.372317 19.987763 10.819745

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 11.243264 0.818033 -0.222902 -0.967379 -0.832491 1.061380 -0.827341 11.243264 3.857394

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 4.481145 1.202314 -0.243640 -0.370839 -0.727293 2.141763 1.300491 4.481145 1.102455

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 2.271947 1.347669 0.046700 -0.632269 -0.242975 1.171557 -0.034163 2.271947 1.044180

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 6.035896 0.438543 2.267515 -0.240610 -0.617868 0.410498 1.085891 1.762048 6.035896

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 18.111948 0.019302 1.733660 -0.732907 -0.284813 0.500865 1.905781 9.795001 18.111948

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 9.421617 0.058813 1.413632 -0.339086 -0.085124 0.793826 1.519869 4.691998 9.421617

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 8.805383 1.650880 -0.104049 -0.360875 -0.294849 0.917449 -0.040376 8.805383 3.814425

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 12.629475 0.069620 2.321107 -0.482723 -0.509920 0.498814 1.301268 2.080364 12.629475

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 2.433553 -0.052988 0.795991 -0.471702 0.262661 0.552016 2.423782 0.716905 2.433553

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 1.590469 1.426175 -0.006104 -0.609233 0.880298 1.011674 0.307850 1.590469 -0.286883

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 9.450883 -0.195794 1.478924 -0.474113 -0.097646 -0.367425 1.574702 3.319629 9.450883

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 5.678551 -0.115146 1.905988 -0.321947 0.173294 -0.941421 1.713994 1.652448 5.678551

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 2.504962 0.661358 -0.944769 0.998703 -0.810767 1.718914 0.241055 2.504962 0.264792

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 8.463918 -0.224027 1.315795 -0.467297 2.049169 0.021052 3.147973 3.241908 8.463918

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 13.451585 0.836330 0.405004 2.197312 -0.354491 0.100196 3.353538 13.451585 4.271201

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 10.844428 4.111194 2.341937 7.785299 5.014355 8.269989 7.426456 -1.322053 10.844428

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 6.609813 1.332161 0.876543 1.884944 0.981014 1.705479 0.377696 6.609813 -0.987004

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 5.898363 0.749904 1.753519 0.935304 1.956912 0.117448 2.205185 -1.317957 5.898363

Antenna 38: 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
38 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 7.343192 4.348176 1.662802 7.321139 3.748622 6.224742 5.018598 -1.310699 7.343192

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 13.144030 2.270955 4.628285 4.573961 7.904782 4.604330 5.574388 13.144030 -2.249613

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 7.278847 1.834959 1.309205 2.231010 1.238172 2.386494 0.228394 7.278847 -1.432514

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 6.366410 1.098637 1.773235 1.033362 2.177224 0.297687 2.029880 -1.187724 6.366410

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 12.361275 5.457557 2.456667 9.855927 5.486460 5.390549 6.398785 -2.035463 12.361275

Antenna 38: 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
38 N03 RF_maintenance ee Power inf 491.471755 724.451085 inf inf 2776.516747 4927.844467 10450.947105 19352.855679

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 16.113855 4.172840 2.482521 6.372716 4.225358 5.825562 4.955263 -1.716785 16.113855

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 24.579442 2.530443 4.679409 4.659052 7.988587 4.573373 13.833041 24.579442 -1.565014

Antenna 38: 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
38 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 7.989753 1.485554 1.898343 2.461542 2.809267 3.050602 1.551217 7.989753 -1.219871

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 7.042811 1.466845 1.362198 2.510476 2.160852 1.473648 2.257424 -0.752435 7.042811

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 5.568143 1.800825 1.983117 2.483476 2.194587 4.399511 2.755527 5.568143 -1.030423

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 6.398670 1.465178 1.111462 2.013017 1.777984 1.378387 1.587126 6.398670 -1.924638

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 9.305491 1.696879 2.415149 2.384631 2.668698 1.293224 4.032465 -2.048808 9.305491

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 11.147786 3.049431 3.708685 6.393012 9.634162 6.583660 6.802314 11.147786 -2.124072

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Variability 10.899723 3.563310 5.136491 5.385427 8.590309 7.111173 10.899723 5.192612 -1.436940

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 9.093163 2.350261 1.872920 2.751295 2.130883 0.436329 0.803765 9.093163 -1.399350

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 8.978085 1.789409 2.216703 3.429810 4.421796 1.602312 3.596704 8.978085 -1.229786

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 304.281178 1.264908 5.437778 3.199082 5.190898 58.191083 79.997905 224.742607 304.281178

Antenna 38: 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
38 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 267.306925 2.424992 7.675897 7.896984 9.712496 46.349369 59.928433 194.271907 267.306925

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 14.433101 2.403991 3.554913 7.236373 12.728357 4.379405 9.714842 14.433101 -1.253160

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 6.752883 2.044522 1.543826 2.993192 2.115242 2.510004 2.256082 -1.180143 6.752883

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 124.745543 6.538738 1.586915 5.014090 3.482824 34.579616 19.820713 124.745543 90.089741

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 342.863210 4.923115 1.570307 8.170311 1.319576 27.081366 21.205843 342.863210 262.611475

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 442.353140 5.255593 2.326715 10.847603 -0.070919 43.883124 33.504100 442.353140 349.300678

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Variability 14.340853 3.315629 3.246067 9.122746 5.708506 14.340853 2.141712 -1.207695 8.154003

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 363.792625 1.840925 3.707840 -0.273558 11.545993 27.960256 35.658007 296.246840 363.792625

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 256.189956 3.988051 1.411489 9.863094 0.523075 68.629187 55.980272 256.189956 200.297488

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 423.733172 2.594282 0.965119 8.407789 -0.451293 71.918995 53.461266 423.733172 337.277583

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 420.110316 3.684863 2.121134 10.999594 -0.109114 112.588284 84.972078 420.110316 340.483989

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 247.415604 2.873258 1.251063 9.434948 -0.514130 34.149826 29.246590 247.415604 199.386692

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 15.870225 4.473164 5.921644 6.821604 10.592467 5.885865 9.030701 15.870225 -1.562738

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 188.626814 0.916413 2.467472 -0.488172 10.478373 102.153545 129.510115 151.584627 188.626814

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 246.647983 2.708379 1.520766 10.526529 0.378224 130.812925 122.810832 246.647983 205.558913

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 466.539494 1.902067 4.632186 0.941118 9.202214 99.591515 134.842131 359.124558 466.539494

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 398.078975 2.093287 4.172527 -0.287354 8.225543 54.403222 59.849274 314.376723 398.078975

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 360.131716 1.754456 3.128750 0.199327 10.113060 70.578137 89.295176 296.973851 360.131716

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 14.432918 3.026138 4.807114 5.667622 10.673595 5.420551 10.945237 14.432918 -1.802747

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 343.034523 4.383779 2.510586 11.523637 0.231106 43.616247 35.897101 343.034523 280.227089

Antenna 38: 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
38 N03 RF_maintenance nn Power 11.543303 5.668191 2.967220 11.543303 5.516366 9.823986 4.352587 -1.876334 2.312226

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 119.234498 1.546981 0.675087 6.202915 -0.019012 22.246423 16.593409 119.234498 98.718015

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 126.125136 1.741189 0.968821 8.456353 0.609576 43.472249 34.444871 126.125136 107.272669

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 22.558450 2.827923 4.260738 5.847839 11.030255 5.350203 10.741503 22.558450 -0.305753

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 47.785877 -0.325154 -0.029890 -1.598313 -1.525294 -1.581723 -1.366742 37.752173 47.785877

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 43.690332 1.191924 0.220168 8.362081 1.756108 10.739176 5.298153 43.690332 36.076837

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 113.401852 3.595803 1.692884 19.173411 4.133848 22.338650 13.700232 113.401852 91.582045

Antenna 38: 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
38 N03 RF_maintenance nn Temporal Discontinuties 80.509813 3.057798 1.336484 24.345432 5.183231 63.984223 48.411980 80.509813 66.142509

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 12.752097 1.642586 1.183259 3.068424 10.606105 0.086717 3.472776 12.752097 -1.542045

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 9.107186 1.314074 1.779655 5.087210 2.000019 3.505374 2.126777 -0.853971 9.107186

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 21.139713 17.932086 17.932086 17.292071 17.292071 13.868195 13.868195 21.139713 21.139713

Antenna 38: 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
38 N03 RF_maintenance nn Shape -0.059378 -0.059378 -0.059378 -0.088976 -0.088976 -0.198902 -0.198902 -0.232081 -0.232081

Antenna 38: 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
38 N03 RF_maintenance ee Shape 0.773341 0.773341 0.773341 0.736571 0.736571 0.674491 0.674491 0.734633 0.734633

Antenna 38: 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
38 N03 RF_maintenance ee Temporal Discontinuties 5.751013 1.256180 3.538074 3.730308 2.349992 2.486776 2.266357 -1.168085 5.751013

Antenna 38: 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
38 3 RF_maintenance nn Temporal Discontinuties 8.493000 1.643771 0.635302 3.770169 7.723413 3.919185 4.371383 7.511404 8.493000

Antenna 38: 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
38 3 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 38: 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
38 3 RF_maintenance ee Temporal Discontinuties 16.136323 1.247602 1.958877 2.314508 11.224076 1.480988 2.609984 16.136323 -1.958782

Antenna 38: 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
38 3 RF_maintenance ee Temporal Discontinuties 18.568700 1.437464 3.033804 2.622056 12.656190 3.995758 1.880818 18.568700 -3.638631

Antenna 38: 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
38 3 RF_maintenance nn Temporal Variability 44.613257 2.334523 2.655354 3.764325 8.580462 41.041033 44.613257 13.792359 -1.963129
In [ ]: