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 = "156"
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 156 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 156, Node N12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 100.00% 0.00% 4.08% 0.00% 100.00% 0.00% 0.631177 0.556718 1.398498 1.295668 -0.055346 72.194509 2.614103 9.156185 0.7585 0.4509 0.5680 5.640500 4.863613
2459808 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.739534 4.110417 1.520346 2.925094 -0.364534 16.322456 2.044081 31.258099 0.7005 0.6114 0.4689 4.820737 4.980562
2459807 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.347102 0.961253 1.046539 -0.726735 -0.445698 -0.323492 -0.088617 9.477135 0.6944 0.6149 0.4564 5.063719 4.590708
2459806 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.033398 0.728155 1.504572 -0.881317 -0.308099 -0.058877 0.305675 25.312826 0.6705 0.5502 0.3999 7.427491 7.481475
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 0.833995 0.575389 1.684275 -0.708807 -0.423130 -0.297685 0.095321 3.860247 0.6992 0.6347 0.4566 3.350444 3.044677
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.229990 0.713205 1.856106 -0.224670 -0.318785 -0.652586 -0.869276 1.055282 0.6947 0.6295 0.4435 3.378448 2.936439
2459803 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
2459802 digital_ok 100.00% 0.00% 1.67% 0.00% 100.00% 0.00% 0.669965 0.288790 1.502981 -0.044418 0.190867 0.340701 3.356492 9.197335 0.6981 0.5254 0.4899 4.802065 4.821695
2459801 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.101326 1.186229 0.979151 -0.199469 0.324207 0.572639 6.671334 12.242218 0.6968 0.6138 0.4480 7.008262 6.929322
2459800 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.173717 1.033843 0.671563 -0.403498 1.239320 0.658950 4.417386 16.665770 0.6549 0.6222 0.4052 5.908728 5.693588
2459799 digital_ok 100.00% 0.00% 2.15% 0.00% 100.00% 0.00% 1.478554 1.026148 1.503619 0.994447 0.019881 15.583133 0.551990 17.944706 0.6461 0.5241 0.4045 5.024791 5.094591
2459798 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.956921 0.697706 0.964700 0.049129 0.467418 0.214718 3.018996 11.550891 0.6373 0.6092 0.4044 5.678834 5.346601
2459797 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.916586 0.442312 1.061397 -0.557512 0.624593 -0.406131 5.305286 16.360382 0.6369 0.6110 0.3962 6.473529 6.104431
2459796 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.730535 0.461796 2.676429 0.207694 1.097159 -0.110078 18.723467 19.121131 0.6176 0.5958 0.3798 33.487238 24.919864
2459795 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.022735 2.988644 1.621828 5.160851 0.848949 2.773768 2.121117 9.736081 0.6198 0.6042 0.3803 15.160340 12.172166
2459794 RF_maintenance 100.00% 18.82% 18.82% 0.00% 100.00% 0.00% 0.732544 2.753115 1.836691 5.602587 1.529443 3.765770 11.967046 27.515511 0.5989 0.5834 0.3760 3.238578 3.076756
2459793 RF_maintenance 100.00% 18.82% 21.51% 0.00% 100.00% 0.00% 0.376462 0.858788 0.833518 0.489302 0.204894 0.744426 2.795311 20.368869 0.5884 0.5760 0.3764 2.250602 2.207373
2459792 RF_maintenance 100.00% 4.83% 5.91% 0.00% 100.00% 0.00% 5.193711 5.161030 11.246434 11.279067 11.007740 11.875864 2.578179 8.399779 0.6455 0.5275 0.3826 6.756213 5.037348
2459791 RF_maintenance 100.00% 32.43% 32.43% 0.00% 100.00% 0.00% 7.267919 6.825371 14.272834 13.094425 11.100839 9.896281 0.570350 2.008337 0.5541 0.5393 0.3525 6.247215 6.785792
2459790 RF_maintenance 100.00% 29.57% 34.95% 0.00% 100.00% 0.00% 11.288275 11.074671 12.924789 12.301859 18.132934 16.737613 17.630558 20.250524 0.5547 0.5397 0.3544 6.713992 7.027486
2459789 RF_maintenance 100.00% 32.26% 37.63% 0.00% 100.00% 0.00% 21.176729 22.037016 25.139712 25.546116 37.180407 35.827645 5.032297 5.510009 0.5329 0.5227 0.3469 9.844469 10.968672
2459788 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.450337 19.118742 26.203698 26.876953 39.569244 38.458818 2.668470 5.114113 0.0906 0.0932 0.0146 1.225693 1.231976
2459787 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.752449 18.487617 21.711694 22.591024 25.595686 24.960593 3.094344 4.868028 0.0820 0.0859 0.0127 1.418855 1.423653
2459786 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
2459785 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.185699 0.441193 -0.901101 -0.439027 -0.172094 0.818543 2.751414 6.498715 0.0555 0.0659 0.0064 37.587461 45.125491
2459784 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.389006 0.603973 -0.879084 -0.248374 -0.726665 0.083287 0.827754 3.839106 0.0522 0.0532 0.0047 1.232876 1.235012
2459783 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.828049 0.687675 -0.033898 -1.448381 1.077668 0.107578 10.765633 21.495666 0.0386 0.0486 0.0023 0.000000 0.000000
2459782 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.293310 1.108114 -0.593601 -0.753785 0.400530 -0.760796 1.598961 9.831684 0.0460 0.0661 0.0043 1.127638 1.123050
2459781 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.252320 -0.704833 0.093408 -0.559492 0.750071 -0.448773 1.211928 5.540868 0.0541 0.0557 0.0041 1.187263 1.188657
2459778 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.251861 -0.111209 -0.001759 -1.059088 0.604696 -1.096030 3.465114 21.307735 0.0540 0.0617 0.0040 1.205253 1.203749
2459776 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.801388 1.186275 0.047665 -0.743947 0.470071 0.150411 5.020290 30.589945 0.7317 0.6153 0.4138 6.910389 5.361079
2459774 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7166 0.6149 0.4002 nan nan
2459773 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.988121 0.755338 -0.734052 -0.201983 0.432427 0.119453 2.268505 18.870119 0.4930 0.4886 0.2912 7.597380 6.932617
2459772 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.282156 3.616890 -0.626218 7.590219 0.056531 18.187705 0.187356 27.454594 0.4791 0.4765 0.2803 3.924584 3.636641
2459771 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.342380 -0.910255 -0.525290 -0.629095 -0.341046 -0.938868 -0.103299 0.034718 0.7133 0.5991 0.4089 6.131809 4.571304
2459770 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.086707 4.934778 -0.841975 0.936347 -0.171766 10.134326 5.817758 103.036124 0.4883 0.4625 0.2884 5.380515 4.707740
2459769 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.978981 0.859705 -0.720129 0.170030 -0.627788 0.265876 2.067603 6.528316 0.4841 0.4769 0.2940 3.815419 3.877564
2459768 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.863106 0.778140 -0.716037 -0.094145 0.184845 -0.021131 11.936342 19.046437 0.4933 0.4819 0.2997 4.786294 4.640373
2459767 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.301777 1.062152 -0.360087 1.929591 0.413012 13.976329 2.135841 14.301467 0.5214 0.5173 0.2867 3.882751 3.639565
2459766 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.490075 0.178078 -0.358255 1.243032 -0.061463 6.694504 0.371547 11.131756 0.5069 0.4998 0.3091 3.797635 3.705347
2459765 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.419422 1.020138 -0.928904 0.623674 1.138008 1.277118 6.099660 24.348763 0.4911 0.4805 0.3079 8.148298 7.822566
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.623597 1.611728 -0.346240 0.281949 -0.775794 -0.258522 -0.328138 2.125520 0.7243 0.6192 0.4587 6.132328 4.907184
2459761 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.626333 1.219138 -0.494736 0.376898 0.935154 0.318663 2.014927 19.012394 0.5208 0.5155 0.3223 4.720034 5.014098
2459760 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.380382 1.128724 -0.547987 0.123349 1.560182 2.834125 3.993987 30.945981 0.5320 0.5230 0.3323 2.804759 2.783601
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.259389 -0.208344 -0.615827 0.175191 -0.067384 0.411231 1.909532 6.763280 0.0478 0.0493 0.0056 0.000000 0.000000
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.373176 0.160576 -0.805583 0.443099 0.411801 0.591450 4.162967 14.414798 0.0587 0.0592 0.0066 1.280251 1.287264
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.172442 0.141761 -0.684386 0.444861 -0.546335 -0.060135 1.142634 16.489991 0.0569 0.0591 0.0066 1.241818 1.238383
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.445805 0.698665 -0.598557 1.966452 1.057238 17.995744 19.465604 28.944059 0.0651 0.0562 0.0078 0.000000 0.000000
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.132099 0.286477 -0.666605 -0.588466 -0.382694 -0.690491 5.180868 0.662625 0.0651 0.0688 0.0083 0.000000 0.000000
2459753 RF_maintenance 0.00% 16.67% 16.67% 0.00% 100.00% 0.00% -0.136047 0.902239 -0.597455 -0.568016 -0.633163 0.026015 -0.078147 -0.820216 0.5423 0.5230 0.3272 5.030334 4.876661
2459752 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.516589 1.657604 -0.744459 -0.017733 -0.042686 0.118447 1.699866 -0.743754 0.6013 0.5786 0.3748 14.677191 24.602473
2459750 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.105326 0.439901 -0.781681 -0.736927 -1.168039 -0.533595 -0.166879 1.818561 0.7205 0.6054 0.4134 9.672255 7.827075
2459749 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.182891 -0.431829 -0.597935 -0.032224 0.032963 0.747361 0.177726 2.986815 0.6337 0.6131 0.3842 7.448833 6.967492
2459748 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.408464 2.144377 -0.649190 0.142937 0.686965 10.896852 0.958472 40.200837 0.6298 0.5971 0.3981 5.162411 4.829131
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.477938 -0.879402 -0.358949 -0.597711 1.408109 1.150755 -0.692632 7.928092 0.0349 0.0377 0.0018 nan nan
2459746 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.520805 -0.601878 -0.873955 0.147811 0.045522 0.244873 -0.575036 2.174272 0.0387 0.0362 0.0027 nan nan
2459745 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.703015 26.188797 -0.590642 2.414886 0.379907 91.990059 0.147641 29.519177 0.6611 0.5629 0.3957 7.419359 7.168489
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.186804 -0.634285 -0.339834 -0.779586 -0.724739 60.230047 4.751265 62.086315 0.0326 0.0353 0.0016 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 0.00% 100.00% 100.00% 0.00% - - -0.017526 -0.845661 -0.841541 -0.998630 0.312170 0.532725 -0.709294 1.581361 0.0332 0.0356 0.0019 nan nan
2459741 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.696122 -0.923886 0.118050 0.146785 -2.087588 -0.348309 -0.472457 1.206610 0.0329 0.0378 0.0017 nan nan
2459740 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.287054 -0.460998 -0.484589 -1.032708 -0.685433 0.889822 -0.887005 3.347672 0.0323 0.0331 0.0015 nan nan
2459738 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.394349 0.733606 -1.022063 -0.270457 1.284948 1.083783 2.859897 6.306983 0.7064 0.6705 0.4388 9.408501 8.089068
2459736 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.377633 -0.084595 -0.945546 -0.229895 -0.767529 -0.122083 2.546479 5.180852 0.7165 0.5964 0.4336 4.830820 3.764995
2459734 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.522521 -1.014655 0.001727 -0.416997 -1.474993 -0.010747 -0.691244 1.684014 0.0348 0.0324 0.0022 nan nan
2459733 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.560786 -0.897649 -0.248306 -0.404798 -0.747090 -0.333549 -0.748977 1.529640 0.0327 0.0323 0.0015 nan nan
2459732 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.505091 -0.873515 -0.093698 -0.545673 -0.501769 0.226831 -1.085674 1.473334 0.0312 0.0324 0.0016 nan nan
2459731 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.067699 0.689641 -0.888909 -0.717118 0.272704 1.814909 4.426061 11.667595 0.7026 0.6666 0.4209 6.535430 6.346155
2459730 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.638686 -0.904181 -0.232744 -0.368240 -0.756008 -0.630594 -0.857326 1.323589 0.0338 0.0318 0.0015 nan nan
2459728 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.805525 -0.673478 -0.503496 -0.774989 -0.228768 1.270390 -0.554106 0.962663 0.0339 0.0341 0.0013 nan nan
2459726 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.664401 -0.719888 -0.427477 -0.503768 -0.878599 0.511054 -0.922951 1.779853 0.0341 0.0366 0.0020 nan nan
2459724 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.518013 -0.615414 -0.390854 -0.655865 -0.221316 -0.373520 -0.940399 2.517011 0.0320 0.0339 0.0010 nan nan
2459723 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.727678 -0.769338 -0.438794 -0.747103 -0.650999 -0.508725 -0.864942 1.269464 0.0332 0.0320 0.0014 nan nan
2459722 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.041241 -0.281199 -1.153166 -0.349814 -0.621989 1.571082 1.360462 8.590661 0.7029 0.6030 0.4411 5.744892 5.060597
2459720 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.625777 -0.633104 -0.433661 -0.744854 0.525495 2.172455 2.246376 0.710883 0.0333 0.0339 0.0018 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.674969 0.998433 -0.292305 0.044542 2.055236 272.642289 -0.305503 23.312124 0.0322 0.0359 0.0018 nan nan
2459718 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.428256 -0.659004 -0.107069 -0.819123 -1.153730 -0.635706 -0.707043 0.419581 0.0333 0.0300 0.0019 nan nan
2459717 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.307732 -0.659101 -0.463987 -0.868264 0.003515 0.911204 -0.674840 0.653723 0.0307 0.0288 0.0010 nan nan
2459716 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.649604 -0.705162 -0.218834 -0.521724 0.497379 0.488632 -0.762416 1.531370 0.0318 0.0284 0.0011 nan nan
2459715 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.671948 -0.465515 -0.539671 -0.722719 -0.839559 -0.753345 2.547075 5.600108 0.6817 0.5902 0.4455 5.190459 4.630587
2459713 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.451639 -0.659220 -0.114591 -0.503168 -1.074693 -0.312343 -0.779687 1.009025 0.0326 0.0284 0.0009 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 389.040542 389.581485 inf inf 1792.749232 2337.604532 7149.335963 6990.171101 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.204662 -0.332928 -0.443560 -0.543353 -0.422504 -0.658250 -0.355013 -0.195606 0.0330 0.0301 0.0012 nan nan
2459710 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.040347 -0.250451 -0.294925 -0.258298 0.253134 0.765774 -0.685058 0.269794 0.0313 0.0291 0.0010 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.287228 -0.052165 -0.660943 -0.420311 -0.437393 0.751067 1.143401 7.565192 0.6827 0.6014 0.4225 -0.000000 -0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.744492 -0.821657 0.190831 0.243248 0.307884 0.148712 0.157525 0.042733 0.0307 0.0289 0.0008 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.037846 -0.169372 -0.266271 -0.156096 -0.439444 -0.434182 -0.679154 -0.161698 0.0334 0.0302 0.0012 nan nan
2459705 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.125629 -0.727337 -0.579603 -1.073647 -0.585818 -0.271553 -0.523934 0.929121 0.0356 0.0319 0.0009 nan nan
2459703 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.008975 -1.054191 -0.423011 -1.328438 1.288804 0.037249 -0.433861 0.081853 0.0329 0.0305 0.0012 nan nan
2459702 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.073949 -0.001563 -0.494161 -0.764781 0.961500 1.761337 0.862484 3.084568 0.6299 0.6240 0.3274 0.000000 0.000000
2459701 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.150001 0.803048 -0.730128 -0.181612 1.189006 2.675445 3.173039 4.432094 0.6388 0.6346 0.3231 9.327461 11.078098
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 26.500015 26.500015 24.584484 24.584484 20.142490 20.142490 31.513477 31.513477 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.968162 1.968162 1.753292 1.753292 1.932152 1.932152 2.450127 2.450127 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% 0.698916 0.698916 0.753800 0.753800 0.717790 0.717790 0.674491 0.674491 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% 0.055298 -0.036691 -0.709756 -0.697798 -0.757832 1.867737 6.117374 1.878327 0.6445 0.5954 0.3967 5.225248 4.699789
2459693 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.671038 -0.118291 -0.384606 0.002065 -0.354759 1.182848 -0.764352 0.087428 0.6906 0.6636 0.2939 5.676072 5.301034
2459692 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.216944 1.400987 -0.782532 5.191415 -0.199094 93.714203 0.663344 15.928993 0.7568 0.7860 0.2033 6.353638 9.845933
2459691 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.715914 0.230270 -0.197147 -0.119706 1.636766 1.435474 5.165188 6.159449 0.6043 0.6163 0.3284 8.028817 8.151922
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.717430 0.274976 -0.197985 0.134081 3.097496 2.926206 9.637961 9.058606 0.6222 0.6252 0.3617 3.929361 3.938838
2459689 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan 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 4.139316 3.839535
2459687 RF_maintenance 0.00% 99.46% 98.92% 0.00% - - 1.084916 0.412640 -0.046210 -0.601717 0.023138 -0.558283 -0.158742 -0.442499 0.3241 0.3517 0.1807 nan nan
2459686 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.679159 0.624382 -0.646220 -0.560124 -0.060716 1.299649 0.145293 -0.487510 0.6097 0.6188 0.3538 11.524657 12.296875
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.049830 0.797016 -0.746900 -0.735460 0.379035 0.568868 6.311927 1.565614 0.6232 0.6276 0.3483 15.519239 9.956926
2459684 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.615475 -0.019565 -0.440460 -0.546073 0.217516 0.973140 0.538862 0.514507 0.6211 0.6272 0.3504 10.913833 11.931448
2459676 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.670712 -0.423621 -0.643558 -0.157596 0.393466 0.367850 -0.442226 0.520640 0.6238 0.6339 0.3613 6.097968 7.094613
2459675 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.064684 -0.252000 -0.589009 -0.895764 0.892173 1.399369 -0.063056 1.314372 0.6316 0.6411 0.3547 13.407458 8.693597
2459674 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.331219 -0.138329 -0.213738 -0.888614 0.517540 0.246280 0.007485 0.942510 0.6401 0.6483 0.3522 12.409329 15.035895
2459673 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.427800 0.385871 -0.152462 -0.571013 -0.960552 0.358708 -0.700474 0.361181 0.6319 0.6237 0.3708 0.000000 0.000000
2459672 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.619037 0.121185 -0.086446 -0.263779 -0.150130 0.807796 1.148181 0.746528 0.6340 0.6437 0.3548 0.000000 0.000000
2459671 RF_maintenance 0.00% 32.97% 0.00% 0.00% 100.00% 0.00% 1.865326 0.792981 -0.151066 -0.393990 -0.018310 0.689799 -0.225395 0.714435 0.5437 0.5974 0.3104 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% - - 9.735599 8.393968 37.452664 41.786423 1.113145 4.831461 0.098868 -0.433786 0.0438 0.0346 0.0019 nan nan
2459668 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.992771 24.280468 -0.215375 3.516368 -0.367265 6.833420 0.867855 15.032430 0.6533 0.5809 0.3429 5.156730 4.332191
2459665 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.230223 2.100088 -0.170618 4.906831 -0.589178 26.535382 0.668874 11.562753 0.6393 0.6518 0.3723 3.833242 4.205853
2459664 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.059415 1.795563 -0.893998 1.853201 -0.167878 1.416206 -1.222359 -0.516559 0.0423 0.0335 0.0022 nan nan
2459663 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.307910 1.325805 -0.208056 18.518654 -0.755740 177.510635 3.748329 17.338466 0.6263 0.6214 0.3484 0.000000 0.000000
2459662 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.162928 -1.025425 -0.717855 -0.567662 -1.066523 -0.077282 -1.053611 0.047399 0.0324 0.0347 0.0016 nan nan
2459661 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.230858 0.630172 0.219535 0.222955 -0.583219 0.337938 1.404524 1.466822 0.6609 0.6600 0.3159 6.693564 7.151444
2459660 RF_maintenance 0.00% 0.64% 0.64% 0.00% 100.00% 0.00% 0.690474 0.082996 0.425277 0.186723 -0.663903 1.536922 1.216593 0.999583 0.6470 0.6386 0.3268 10.407773 11.164045
2459659 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.094708 0.228402 0.043099 -0.347607 -0.672592 1.254653 -0.364070 1.020766 0.6146 0.6194 0.3459 7.374758 7.461993
2459658 RF_maintenance 0.00% 0.64% 0.64% 0.00% 100.00% 0.00% 0.498247 -0.440326 -0.399075 0.124642 -1.187089 -0.318190 -0.666091 -0.632227 0.6187 0.6248 0.3437 8.206463 8.666912
2459657 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.108245 0.761875 0.338043 0.189079 -0.495741 -0.259216 0.422710 1.164398 0.6243 0.6231 0.3388 11.093986 12.172467
2459656 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.499512 0.679819 0.547230 0.394174 -0.524043 1.411173 1.338228 2.284372 0.6070 0.6170 0.3479 5.905909 5.731927
2459655 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.102918 0.830354 -0.713835 -0.111638 -0.746164 0.324247 1.809521 -0.019611 0.0353 0.0341 0.0007 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 135.555414 116.149966 131.090055 138.822001 61.826033 87.113689 525.393899 888.138971 0.0192 0.0171 0.0007 1.222493 1.221429
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 160.897855 131.168976 169.259768 174.428176 44.814889 57.763744 643.212036 835.979666 0.0191 0.0174 0.0004 1.250906 1.250194
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 162.526571 116.305990 197.530067 204.776302 29.886660 34.335177 58.645557 66.059071 0.0188 0.0170 0.0007 1.292482 1.289899
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 184.062325 69.177346 182.854698 153.844098 58.839413 46.278659 134.590089 102.632321 0.0191 0.0176 0.0006 1.227405 1.227255
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 222.883498 88.184894 167.314631 127.849754 60.315421 48.816859 1276.979985 1117.040192 0.0184 0.0172 0.0004 1.177797 1.181258
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 0.00% 81.63% 81.63% 0.00% 100.00% 0.00% -0.550489 -0.550489 -0.573245 -0.573245 -0.760993 -0.760993 -0.513486 -0.513486 0.2400 0.2400 0.0000 117286.421875 117286.421875
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 117.712502 101.538439 162.164826 179.178124 57.476496 115.591088 1025.322596 1422.282229 0.0199 0.0177 0.0010 1.095074 1.095464
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 248.797637 78.029826 229.647325 152.873054 82.359222 43.801020 339.292795 194.903870 0.0206 0.0184 0.0006 1.023508 1.032109
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 182.906289 92.251436 228.035379 205.634417 65.601171 50.917942 1082.984471 763.137710 0.0198 0.0181 0.0007 1.185344 1.186697
2459641 RF_maintenance - 42.28% 50.34% 0.00% - - nan nan nan nan nan nan nan nan 0.5326 0.4879 0.0414 nan nan
2459640 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.529324 12.822892 0.772856 1.367901 -0.319760 19.192046 -0.080583 34.020973 0.5826 0.5650 0.3147 6.542063 6.038521
2459639 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.613851 0.455459 0.330603 0.833493 -0.518272 33.657199 0.476274 2.633530 0.5874 0.6016 0.3184 7.484392 7.935908
2459638 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6964 0.7368 0.2606 nan nan
2459637 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.311265 0.661636 0.899641 0.562637 0.929318 1.332127 1.988176 -0.142753 0.5734 0.5837 0.3254 6.430897 6.607000
2459636 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.141540 0.930446 0.957647 0.316578 -0.079656 1.015817 2.965403 -0.369479 0.5739 0.5824 0.3241 6.504013 6.932629
2459635 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.072864 -0.396571 1.180209 0.477718 1.075751 9.691960 1.978726 18.272067 0.5801 0.5818 0.3254 7.831384 8.586497
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.668704 -0.668704 -0.668389 -0.668389 -0.672297 -0.672297 -0.672365 -0.672365 1.0000 1.0000 0.0000 0.023685 0.023685
2459633 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.128217 -0.500744 1.312973 0.542996 0.792110 6.442637 2.644729 2.354143 0.5787 0.5818 0.3395 7.666114 7.460006
2459632 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.199683 0.071639 0.864320 -0.066713 0.009540 1.028873 2.670916 1.045961 0.5807 0.5907 0.3394 6.832571 7.053042
2459631 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.687716 0.367686 0.860593 -0.183228 0.566152 1.391713 2.727583 0.502148 0.5852 0.5952 0.3319 8.484811 9.188282
2459630 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.674532 11.655934 0.728569 0.526794 0.610782 15.819982 0.036678 22.853889 0.5876 0.5692 0.3266 8.399180 6.797551
2459629 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.976414 8.464686 0.828297 1.252903 0.117107 16.969363 1.501101 17.302123 0.6007 0.5852 0.3188 6.430417 6.341528
2459628 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.483787 0.365546 0.842738 0.077758 1.116062 1.007414 0.677899 0.084702 0.5854 0.5927 0.3394 6.512569 6.771973
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.677402 -0.677402 -0.676951 -0.676951 -0.670433 -0.670433 -0.670488 -0.670488 1.0000 1.0000 0.0000 0.005498 0.005498
2459626 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.374471 10.886946 0.649694 4.202553 0.711990 33.041585 0.325581 8.060600 0.6002 0.5786 0.3378 4.074414 3.718882
2459625 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.737498 0.683006 0.695632 0.420584 0.069289 1.411271 2.614274 -0.289871 0.5889 0.5957 0.3421 5.232744 5.467085
2459624 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.313864 0.654416 1.028819 0.242580 1.822827 1.014848 5.487192 0.612991 0.5942 0.6036 0.3343 6.439411 6.710892
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.667135 0.115048 2.413949 1.231114 0.242122 1.372066 2.049225 0.916108 0.5899 0.6028 0.3582 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% -0.976160 12.169744 0.429861 2.085333 0.851310 13.867348 -0.480995 13.100757 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.084986 0.524217 -0.405641 -0.335261 -0.204064 0.187438 -0.755408 0.266033 0.0324 0.0331 0.0006 nan nan
2459619 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.947209 0.278949 0.828713 0.254570 2.088967 1.468801 1.585072 0.012890 0.0564 0.0701 0.0073 16.869195 20.016638
2459618 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.519698 0.443059 1.135783 0.471584 0.691005 1.979604 2.224720 1.140302 0.0525 0.0652 0.0050 0.000000 0.000000
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.863546 23.376710 0.824239 2.479499 0.500039 14.899137 0.443096 8.645193 0.0547 0.0807 0.0060 0.000000 0.000000
2459616 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.579461 0.698279 1.725759 0.981875 1.486445 2.021280 1.229990 0.392651 0.0596 0.0667 0.0072 1.500504 1.483108
2459615 RF_maintenance 100.00% 51.35% 51.35% 0.00% 100.00% 0.00% 0.904945 -0.293543 0.988757 0.105207 -0.068746 7.048178 2.872369 4.490440 0.3214 0.3349 0.1917 0.000000 0.000000
2459614 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.978781 9.073214 0.662200 0.776231 0.214938 15.166408 5.248696 35.597335 0.6038 0.5874 0.3611 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.959293 0.136187 1.267569 0.442367 0.633929 2.558890 1.040485 1.612788 0.5330 0.5530 0.2742 0.000000 0.000000
2459611 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.590922 0.680482 0.432407 0.581345 1.920693 11.771515 4.441456 3.077692 0.6194 0.6507 0.3386 7.828814 7.487143
2459610 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.460511 0.365920 0.927619 -0.010125 1.245869 0.601623 1.447549 2.870635 0.6801 0.6973 0.3021 5.146123 5.921822
2459609 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.090918 0.239318 1.396100 0.446259 0.446509 0.853996 2.368722 1.412804 0.6396 0.6575 0.3211 5.355998 5.893899
2459608 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.029290 0.150492 1.479613 0.053725 0.405360 1.088732 2.538673 -0.403060 0.6164 0.6367 0.3769 6.979206 6.818477
2459607 RF_maintenance 0.00% 39.46% 40.00% 0.00% 100.00% 0.00% 1.009267 0.094516 1.299002 0.820937 1.126800 1.005574 3.224952 -0.558398 0.3790 0.3933 0.2385 4.463629 4.794732
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.608002 -0.534941 -0.238069 -1.248858 0.677620 0.161573 1.852265 -0.055556 0.0331 0.0304 0.0015 nan nan
2459604 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.344276 -0.005517 0.722846 0.024671 1.097348 1.880617 1.903047 0.873567 0.6546 0.6720 0.3233 6.127877 6.200459
2459603 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.398469 2.401652 0.965205 0.306269 -0.071659 0.141855 0.223536 0.479400 0.7219 0.7320 0.3019 8.550106 8.347093
2459602 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.444914 2.752290 1.334764 0.464390 0.163466 0.374010 0.710632 1.152034 0.6346 0.6487 0.3453 5.142695 4.925712
2459598 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.889776 19.341386 0.867938 1.961566 0.920075 18.026160 3.225281 51.966503 0.6305 0.5947 0.3736 6.994559 5.407723
2459597 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.126683 6.149361 0.350480 1.597034 0.316596 7.336783 1.130205 2.246499 0.6320 0.6262 0.3413 5.030711 4.334932
2459596 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.808294 21.579939 0.162534 2.740332 0.165063 20.443157 2.194904 27.556283 0.6239 0.5885 0.3600 5.368895 4.658291
2459595 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.501015 38.031019 -0.342693 12.709616 0.141957 17.293161 1.278872 13.324301 0.7274 0.6776 0.2214 11.269392 14.846120
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.729864 3.978491 0.025889 14.463434 -0.170493 36.573569 0.978047 10.375535 0.7418 0.7117 0.2517 17.755186 17.603699
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.203733 29.814372 0.243353 4.135253 1.618876 18.643933 3.094070 14.354683 0.6988 0.6334 0.2685 5.288940 4.878007
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.171459 -1.165766 -0.426961 -0.760519 0.636239 0.709938 1.561719 0.000324 0.0333 0.0352 0.0008 nan nan
2459591 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.124948 23.206180 0.065189 3.118042 0.989820 17.402059 0.387719 20.421603 0.6318 0.6020 0.3688 6.617428 5.437969
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.025125 17.374301 -0.105099 1.983128 1.059047 16.581034 2.208865 33.501042 0.6378 0.6166 0.3654 8.253847 6.400151
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.090553 23.525964 -0.153735 8.193130 0.991335 30.981997 1.095947 11.184987 0.6636 0.6232 0.3042 10.869917 8.713264
2459588 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.296904 20.518597 0.492118 5.195084 1.272159 24.673282 2.014888 11.735885 0.7430 0.6853 0.2351 13.716754 11.112428
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 0.525965 22.580558 0.547146 4.553972 0.724211 3.085561 1.531218 38.802235 nan nan nan 8.566157 8.623194
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 311.103174 312.175427 inf inf 10.485160 13.523848 211.822764 656.723883 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.951030 -0.371429 0.690828 -0.585339 0.333838 -0.267028 2.451341 0.241640 0.0344 0.0361 0.0015 0.000000 0.000000
2459584 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.432012 1.665066 1.505832 0.262455 0.176205 0.744432 1.876177 0.862606 0.5787 0.5929 0.3623 7.819926 9.995904
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.503799 1.727801 1.203901 -0.343842 0.245070 3.144520 2.935734 8.885068 0.6334 0.6462 0.3877 4.283817 4.172692
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.275561 3.196257 0.913421 -0.319277 0.047066 5.997872 0.741244 3.351359 0.6345 0.6414 0.3884 5.302613 4.752863
2459581 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.777288 1.294257 1.433565 -0.038513 0.416820 1.872611 1.391315 1.795101 0.6376 0.6495 0.3897 2.933623 2.814075
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.526323 0.049083 0.948919 0.013270 -0.092900 1.066719 2.260824 1.117131 0.6397 0.6534 0.3835 4.571953 4.208570
2459579 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
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -1.088936 -0.330053 -0.442582 -0.061076 -0.886504 0.275462 1.145814 -0.437729 0.0343 0.0300 0.0009 nan nan
2459577 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.293883 12.276787 1.238572 -0.242776 1.166318 14.118993 6.351960 5.454030 0.6370 0.6327 0.3786 4.119144 3.870131
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.320852 33.005106 1.005507 1.093909 0.866290 8.137413 1.071081 14.296500 0.6626 0.5995 0.3727 7.057297 6.080729
2459575 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.519342 19.714789 0.846035 0.802407 0.684763 25.723883 1.590433 2.320902 0.7155 0.6760 0.3410 10.286433 9.317373
2459574 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.109840 33.940344 0.807578 0.962959 0.909950 10.805379 1.732887 4.682407 0.6557 0.5910 0.3698 9.473857 7.625054
2459573 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.047219 0.033348 1.699338 -0.186383 0.410326 0.387109 1.540131 0.581967 0.6476 0.6670 0.3920 5.700606 5.328201
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.029994 -0.077527 0.801567 -0.557368 0.437209 -0.321735 1.172745 1.232216 0.6614 0.6772 0.3842 5.096992 4.563649
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.908999 -0.470066 -0.670333 -0.456059 -0.595996 44.420901 -0.177227 0.293587 0.0342 0.0287 0.0010 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% 0.00% 0.00% 0.00% 100.00% 0.00% -0.501669 -0.087368 0.926896 -0.591142 1.830692 12.201421 1.555490 0.795932 0.7225 0.7399 0.2613 5.172990 5.099403
2459566 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.447339 0.250618 1.252173 -0.188970 0.355946 -0.248803 2.426163 -0.478450 0.6435 0.6731 0.4110 4.405444 3.646639
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 1.033212 1.033212 1.033557 1.033557 0.000000 0.000000 0.000000 0.000000 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.398136 19.093038 -0.473214 -0.898219 2.291071 1.699529 1.262984 21.252477 0.6592 0.6180 0.3943 4.437419 3.591320
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.089461 4.408065 23.757385 17.681237 -0.375367 11.851656 2.331223 22.952601 0.6466 0.6514 0.3903 3.524617 3.397211
2459562 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.335410 1.266098 -0.171263 0.374255 -1.477537 0.970467 -1.110535 10.244585 0.6457 0.6295 0.3950 2.886813 2.676528
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.917153 3.695701 1.952772 2.267502 0.711268 0.987208 -2.331430 -1.805228 0.6370 0.6520 0.3821 3.070871 2.830160
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.095626 0.753122 -0.952717 0.009219 -1.497033 -0.710149 -0.868087 -0.952654 0.6484 0.6660 0.4016 3.221078 3.134365
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.436738 1.241336 0.766307 -0.975234 0.354892 0.869291 0.861294 3.419046 0.6568 0.6661 0.3893 3.299558 2.933248
2459558 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
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0308 0.0287 0.0012 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.338545 -0.559181 0.932487 1.483634 0.876506 4.333264 1.176113 8.059001 0.6571 0.6714 0.3928 4.014322 3.720196
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6647 0.5965 0.3852 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6492 0.5970 0.3843 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.781516 24.714117 1.285250 1.135937 1.895009 23.034284 1.736793 12.683466 0.6673 0.6268 0.3902 7.797821 5.883822
2459551 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.457258 8.068959 0.765558 -0.649390 1.181904 4.577663 1.741201 18.213462 0.6590 0.6446 0.3896 3.566248 3.158977
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0490 0.0482 0.0005 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.442518 -1.044502 1.017404 -0.267046 1.738806 8.810136 4.462176 10.715778 0.6441 0.6629 0.4203 3.302890 3.225263
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.046890 0.534716 -0.355264 0.331321 0.752674 -0.181047 5.191047 1.464942 0.7120 0.7219 0.3716 3.621250 3.195137
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.263542 -0.267737 0.448352 -0.595440 0.063965 -0.279213 1.417728 2.624626 0.7183 0.7235 0.3555 3.789023 3.523992
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.045832 -0.338820 0.508047 -0.575308 0.486341 -0.548109 2.137100 0.730260 0.7589 0.7510 0.3733 4.175030 3.656265
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.365299 0.249175 0.608758 -0.504585 1.092097 -0.043195 2.195996 0.587641 0.7497 0.7439 0.3653 8.546837 6.974006
2459533 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.557569 0.195358 0.457858 -0.221838 0.802640 0.371200 1.389660 2.167679 0.6817 0.7019 0.4099 3.900053 3.396673
2459532 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.890772 0.241274 0.901980 -0.287913 0.825710 0.373895 0.789306 0.811271 0.6838 0.7020 0.4093 4.575456 3.909782
2459530 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
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% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 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
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.703392 -0.226452 -0.604308 -0.709445 -0.929887 0.232458 0.820102 1.108347 0.0331 0.0313 0.0007 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.593624 5.269055 0.538735 -0.571618 0.220316 9.546836 4.110923 12.666996 0.8994 0.9251 0.2102 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.290458 25.982048 0.401321 0.894386 0.910650 15.442776 3.355967 81.589842 0.0470 0.0839 0.0026 1.677342 1.673321
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.307375 5.570787 1.080237 0.028696 0.915353 8.854431 1.637802 64.278320 0.8657 0.8361 0.4550 0.000000 0.000000
2459501 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.126056 21.880690 0.277805 0.981326 -0.528843 9.568983 0.490122 34.223217 0.0731 0.1192 0.0093 0.000000 0.000000
2459500 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.576550 12.332645 0.284136 0.518304 1.012722 9.191894 0.302107 37.015155 0.0810 0.1084 0.0080 0.000000 0.000000
2459499 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.170752 0.707452 0.759693 -0.531836 1.180910 5.928464 1.030990 50.056185 0.0759 0.0926 0.0064 0.000000 0.000000
2459498 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.298677 -0.593614 0.606035 -0.538655 0.845761 0.051555 -0.466767 0.369056 0.0905 0.0917 0.0144 0.000000 0.000000
2459497 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.044471 -0.675089 0.315506 -0.176758 0.560712 0.070760 -0.046430 0.021045 0.0933 0.1144 0.0116 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.394613 0.290046 0.791471 -0.854248 1.657555 6.983420 0.612892 56.562220 0.1174 0.1114 0.0156 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.183388 -0.486643 0.713799 -0.434485 1.431021 1.839724 -0.081117 29.184991 0.0979 0.1189 0.0150 0.000000 0.000000
2459494 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.281476 -0.867513 0.808978 -0.902423 1.210914 -0.462168 0.995059 0.460934 0.0683 0.1219 0.0090 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.134876 27.298469 -0.234309 0.666375 1.847100 30.311550 3.988119 42.873206 0.0893 0.1161 0.0187 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.581172 7.204021 -0.139941 0.989878 2.079656 19.496206 3.401898 138.198984 0.1029 0.1177 0.0116 0.000000 0.000000
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.212917 34.262589 -0.457892 0.991491 2.143606 27.745933 9.479481 208.964927 0.7175 0.7327 0.3675 0.000000 0.000000
2459489 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.649005 32.884298 -0.232909 0.883949 1.935112 26.046822 3.179059 171.563020 0.7372 0.7472 0.3186 0.000000 0.000000
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.358098 5.211924 -0.014389 0.886509 3.310018 21.417907 13.510444 239.477869 0.7369 0.7831 0.3470 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 156: 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
156 N12 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 156: 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
156 N12 digital_ok nn Temporal Variability 72.194509 0.556718 0.631177 1.295668 1.398498 72.194509 -0.055346 9.156185 2.614103

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 31.258099 4.110417 0.739534 2.925094 1.520346 16.322456 -0.364534 31.258099 2.044081

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 9.477135 0.961253 1.347102 -0.726735 1.046539 -0.323492 -0.445698 9.477135 -0.088617

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 25.312826 1.033398 0.728155 1.504572 -0.881317 -0.308099 -0.058877 0.305675 25.312826

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 3.860247 0.833995 0.575389 1.684275 -0.708807 -0.423130 -0.297685 0.095321 3.860247

Antenna 156: 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
156 N12 digital_ok ee Power 1.856106 0.713205 1.229990 -0.224670 1.856106 -0.652586 -0.318785 1.055282 -0.869276

Antenna 156: 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
156 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 9.197335 0.288790 0.669965 -0.044418 1.502981 0.340701 0.190867 9.197335 3.356492

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 12.242218 1.186229 1.101326 -0.199469 0.979151 0.572639 0.324207 12.242218 6.671334

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 16.665770 1.033843 1.173717 -0.403498 0.671563 0.658950 1.239320 16.665770 4.417386

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 17.944706 1.026148 1.478554 0.994447 1.503619 15.583133 0.019881 17.944706 0.551990

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 11.550891 0.956921 0.697706 0.964700 0.049129 0.467418 0.214718 3.018996 11.550891

Antenna 156: 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
156 N12 digital_ok nn Temporal Discontinuties 16.360382 0.442312 0.916586 -0.557512 1.061397 -0.406131 0.624593 16.360382 5.305286

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 19.121131 0.730535 0.461796 2.676429 0.207694 1.097159 -0.110078 18.723467 19.121131

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 9.736081 2.988644 1.022735 5.160851 1.621828 2.773768 0.848949 9.736081 2.121117

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 27.515511 0.732544 2.753115 1.836691 5.602587 1.529443 3.765770 11.967046 27.515511

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 20.368869 0.376462 0.858788 0.833518 0.489302 0.204894 0.744426 2.795311 20.368869

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Variability 11.875864 5.193711 5.161030 11.246434 11.279067 11.007740 11.875864 2.578179 8.399779

Antenna 156: 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
156 N12 RF_maintenance ee Power 14.272834 7.267919 6.825371 14.272834 13.094425 11.100839 9.896281 0.570350 2.008337

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 20.250524 11.074671 11.288275 12.301859 12.924789 16.737613 18.132934 20.250524 17.630558

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Variability 37.180407 22.037016 21.176729 25.546116 25.139712 35.827645 37.180407 5.510009 5.032297

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Variability 39.569244 19.118742 18.450337 26.876953 26.203698 38.458818 39.569244 5.114113 2.668470

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Variability 25.595686 17.752449 18.487617 21.711694 22.591024 25.595686 24.960593 3.094344 4.868028

Antenna 156: 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
156 N12 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 6.498715 0.441193 0.185699 -0.439027 -0.901101 0.818543 -0.172094 6.498715 2.751414

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 3.839106 0.389006 0.603973 -0.879084 -0.248374 -0.726665 0.083287 0.827754 3.839106

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 21.495666 0.687675 0.828049 -1.448381 -0.033898 0.107578 1.077668 21.495666 10.765633

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 9.831684 1.108114 1.293310 -0.753785 -0.593601 -0.760796 0.400530 9.831684 1.598961

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 5.540868 -0.252320 -0.704833 0.093408 -0.559492 0.750071 -0.448773 1.211928 5.540868

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 21.307735 -0.111209 0.251861 -1.059088 -0.001759 -1.096030 0.604696 21.307735 3.465114

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 30.589945 1.801388 1.186275 0.047665 -0.743947 0.470071 0.150411 5.020290 30.589945

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 18.870119 0.755338 0.988121 -0.201983 -0.734052 0.119453 0.432427 18.870119 2.268505

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 27.454594 -0.282156 3.616890 -0.626218 7.590219 0.056531 18.187705 0.187356 27.454594

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 0.034718 -0.910255 -0.342380 -0.629095 -0.525290 -0.938868 -0.341046 0.034718 -0.103299

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 103.036124 4.934778 -0.086707 0.936347 -0.841975 10.134326 -0.171766 103.036124 5.817758

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 6.528316 0.859705 0.978981 0.170030 -0.720129 0.265876 -0.627788 6.528316 2.067603

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 19.046437 0.863106 0.778140 -0.716037 -0.094145 0.184845 -0.021131 11.936342 19.046437

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 14.301467 0.301777 1.062152 -0.360087 1.929591 0.413012 13.976329 2.135841 14.301467

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 11.131756 0.178078 -0.490075 1.243032 -0.358255 6.694504 -0.061463 11.131756 0.371547

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 24.348763 1.020138 0.419422 0.623674 -0.928904 1.277118 1.138008 24.348763 6.099660

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 2.125520 1.623597 1.611728 -0.346240 0.281949 -0.775794 -0.258522 -0.328138 2.125520

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 19.012394 1.219138 1.626333 0.376898 -0.494736 0.318663 0.935154 19.012394 2.014927

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 30.945981 0.380382 1.128724 -0.547987 0.123349 1.560182 2.834125 3.993987 30.945981

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 6.763280 -0.259389 -0.208344 -0.615827 0.175191 -0.067384 0.411231 1.909532 6.763280

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 14.414798 0.373176 0.160576 -0.805583 0.443099 0.411801 0.591450 4.162967 14.414798

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 16.489991 0.141761 0.172442 0.444861 -0.684386 -0.060135 -0.546335 16.489991 1.142634

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 28.944059 0.445805 0.698665 -0.598557 1.966452 1.057238 17.995744 19.465604 28.944059

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Discontinuties 5.180868 -0.132099 0.286477 -0.666605 -0.588466 -0.382694 -0.690491 5.180868 0.662625

Antenna 156: 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
156 N12 RF_maintenance nn Shape 0.902239 0.902239 -0.136047 -0.568016 -0.597455 0.026015 -0.633163 -0.820216 -0.078147

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Discontinuties 1.699866 0.516589 1.657604 -0.744459 -0.017733 -0.042686 0.118447 1.699866 -0.743754

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.818561 -0.105326 0.439901 -0.781681 -0.736927 -1.168039 -0.533595 -0.166879 1.818561

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 2.986815 0.182891 -0.431829 -0.597935 -0.032224 0.032963 0.747361 0.177726 2.986815

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 40.200837 0.408464 2.144377 -0.649190 0.142937 0.686965 10.896852 0.958472 40.200837

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 7.928092 -0.477938 -0.879402 -0.358949 -0.597711 1.408109 1.150755 -0.692632 7.928092

Antenna 156: 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
156 N12 Not Found nn Temporal Discontinuties 2.174272 -0.601878 -0.520805 0.147811 -0.873955 0.244873 0.045522 2.174272 -0.575036

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Variability 91.990059 26.188797 -0.703015 2.414886 -0.590642 91.990059 0.379907 29.519177 0.147641

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 62.086315 0.186804 -0.634285 -0.339834 -0.779586 -0.724739 60.230047 4.751265 62.086315

Antenna 156: 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
156 N12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.581361 -0.017526 -0.845661 -0.841541 -0.998630 0.312170 0.532725 -0.709294 1.581361

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.206610 -0.923886 -0.696122 0.146785 0.118050 -0.348309 -2.087588 1.206610 -0.472457

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 3.347672 -0.287054 -0.460998 -0.484589 -1.032708 -0.685433 0.889822 -0.887005 3.347672

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 6.306983 0.394349 0.733606 -1.022063 -0.270457 1.284948 1.083783 2.859897 6.306983

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 5.180852 -0.084595 -0.377633 -0.229895 -0.945546 -0.122083 -0.767529 5.180852 2.546479

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.684014 -1.014655 -0.522521 -0.416997 0.001727 -0.010747 -1.474993 1.684014 -0.691244

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.529640 -0.897649 -0.560786 -0.404798 -0.248306 -0.333549 -0.747090 1.529640 -0.748977

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.473334 -0.873515 -0.505091 -0.545673 -0.093698 0.226831 -0.501769 1.473334 -1.085674

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 11.667595 0.689641 -0.067699 -0.717118 -0.888909 1.814909 0.272704 11.667595 4.426061

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.323589 -0.638686 -0.904181 -0.232744 -0.368240 -0.756008 -0.630594 -0.857326 1.323589

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Variability 1.270390 -0.673478 -0.805525 -0.774989 -0.503496 1.270390 -0.228768 0.962663 -0.554106

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.779853 -0.719888 -0.664401 -0.503768 -0.427477 0.511054 -0.878599 1.779853 -0.922951

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 2.517011 -0.615414 -0.518013 -0.655865 -0.390854 -0.373520 -0.221316 2.517011 -0.940399

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.269464 -0.769338 -0.727678 -0.747103 -0.438794 -0.508725 -0.650999 1.269464 -0.864942

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 8.590661 -0.041241 -0.281199 -1.153166 -0.349814 -0.621989 1.571082 1.360462 8.590661

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Discontinuties 2.246376 -0.625777 -0.633104 -0.433661 -0.744854 0.525495 2.172455 2.246376 0.710883

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Variability 272.642289 0.998433 -0.674969 0.044542 -0.292305 272.642289 2.055236 23.312124 -0.305503

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 0.419581 -0.428256 -0.659004 -0.107069 -0.819123 -1.153730 -0.635706 -0.707043 0.419581

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Variability 0.911204 -0.307732 -0.659101 -0.463987 -0.868264 0.003515 0.911204 -0.674840 0.653723

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.531370 -0.649604 -0.705162 -0.218834 -0.521724 0.497379 0.488632 -0.762416 1.531370

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 5.600108 -0.671948 -0.465515 -0.539671 -0.722719 -0.839559 -0.753345 2.547075 5.600108

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 1.009025 -0.659220 -0.451639 -0.503168 -0.114591 -0.312343 -1.074693 1.009025 -0.779687

Antenna 156: 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
156 N12 RF_maintenance nn Power inf 389.581485 389.040542 inf inf 2337.604532 1792.749232 6990.171101 7149.335963

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties -0.195606 -0.332928 -0.204662 -0.543353 -0.443560 -0.658250 -0.422504 -0.195606 -0.355013

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Variability 0.765774 -0.250451 -0.040347 -0.258298 -0.294925 0.765774 0.253134 0.269794 -0.685058

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 7.565192 0.287228 -0.052165 -0.660943 -0.420311 -0.437393 0.751067 1.143401 7.565192

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Variability 0.307884 -0.821657 -0.744492 0.243248 0.190831 0.148712 0.307884 0.042733 0.157525

Antenna 156: 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
156 N12 RF_maintenance ee Shape -0.037846 -0.169372 -0.037846 -0.156096 -0.266271 -0.434182 -0.439444 -0.161698 -0.679154

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 0.929121 -0.727337 -0.125629 -1.073647 -0.579603 -0.271553 -0.585818 0.929121 -0.523934

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Variability 1.288804 -1.054191 0.008975 -1.328438 -0.423011 0.037249 1.288804 0.081853 -0.433861

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 3.084568 0.073949 -0.001563 -0.494161 -0.764781 0.961500 1.761337 0.862484 3.084568

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 4.432094 0.803048 1.150001 -0.181612 -0.730128 2.675445 1.189006 4.432094 3.173039

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Discontinuties 31.513477 26.500015 26.500015 24.584484 24.584484 20.142490 20.142490 31.513477 31.513477

Antenna 156: 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
156 N12 RF_maintenance nn Temporal Discontinuties 2.450127 1.968162 1.968162 1.753292 1.753292 1.932152 1.932152 2.450127 2.450127

Antenna 156: 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
156 N12 RF_maintenance ee Power 0.753800 0.698916 0.698916 0.753800 0.753800 0.717790 0.717790 0.674491 0.674491

Antenna 156: 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
156 N12 RF_maintenance ee Temporal Discontinuties 6.117374 -0.036691 0.055298 -0.697798 -0.709756 1.867737 -0.757832 1.878327 6.117374

Antenna 156: 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
156 12 RF_maintenance nn Temporal Variability 1.182848 -0.671038 -0.118291 -0.384606 0.002065 -0.354759 1.182848 -0.764352 0.087428

Antenna 156: 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
156 12 RF_maintenance nn Temporal Variability 93.714203 0.216944 1.400987 -0.782532 5.191415 -0.199094 93.714203 0.663344 15.928993

Antenna 156: 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
156 12 RF_maintenance nn Temporal Discontinuties 6.159449 0.715914 0.230270 -0.197147 -0.119706 1.636766 1.435474 5.165188 6.159449

Antenna 156: 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
156 12 RF_maintenance ee Temporal Discontinuties 9.637961 0.717430 0.274976 -0.197985 0.134081 3.097496 2.926206 9.637961 9.058606

Antenna 156: 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
156 12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan
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