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 = "126"
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 126 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 126, Node N09:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.191527 7.794915 19.492883 19.632992 27.798334 21.524968 0.324205 -2.506187 0.0703 0.0463 0.0055 0.862974 0.870685
2459808 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.655285 14.433663 20.427096 21.138058 22.783828 20.175391 3.617860 0.192306 0.0695 0.0434 0.0046 0.847651 0.851741
2459807 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459806 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.171127 22.690431 35.729071 38.496578 46.004217 46.025270 7.640710 9.438137 0.0290 0.0292 0.0009 0.000000 0.000000
2459805 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
2459804 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.288320 21.102389 48.153421 50.860418 23.081005 24.431737 3.508956 3.866446 0.0286 0.0287 0.0008 0.823947 0.831527
2459803 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.644420 25.705132 63.167429 66.433180 24.472736 26.159421 12.652700 14.594762 0.0284 0.0295 0.0007 0.000000 0.000000
2459802 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.103838 24.093709 44.131383 46.959264 41.530183 40.982926 6.021256 6.686388 0.0283 0.0296 0.0010 0.847485 0.852452
2459801 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.188320 21.134793 47.172013 49.613771 42.535828 44.470344 15.435956 17.735905 0.0292 0.0290 0.0009 0.874277 0.873686
2459800 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.792210 21.676674 47.154212 49.434856 24.218867 25.233362 19.966904 22.542376 0.0293 0.0303 0.0009 1.208202 1.211105
2459799 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.216449 22.127022 32.813997 35.395466 60.808999 59.403891 2.292230 2.895720 0.0295 0.0296 0.0005 1.225090 1.219140
2459798 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
2459797 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.754924 18.429951 45.674209 47.859478 27.017673 27.421352 16.591209 19.087915 0.0297 0.0301 0.0008 1.228187 1.228343
2459796 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.505799 19.646763 57.330054 60.871020 23.918130 23.710336 17.350525 20.291751 0.0303 0.0306 0.0010 1.602947 1.884912
2459795 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.075846 22.957369 47.537857 50.523700 26.921455 26.768671 16.603044 18.282217 0.0298 0.0302 0.0006 1.295031 1.289799
2459794 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459793 RF_maintenance 100.00% 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
2459792 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
2459791 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.142297 20.266996 60.895436 64.277025 40.530853 42.301605 12.065836 14.375043 0.0399 0.0395 -0.0014 1.236358 1.239773
2459790 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459789 RF_maintenance 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
2459788 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459787 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.400948 26.650748 49.085009 50.552947 33.876846 33.507648 9.183519 9.728874 0.0303 0.0302 -0.0010 0.887090 0.879321
2459786 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.922332 28.270763 59.249707 62.142397 52.401390 50.117066 13.137721 15.037153 0.0325 0.0328 -0.0013 1.293506 1.544454
2459785 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.451319 18.918199 58.804977 62.382211 45.308281 43.492164 0.649983 0.882841 0.0324 0.0318 -0.0002 0.000000 0.000000
2459784 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
2459783 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459782 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.986333 22.089173 8.481290 9.360625 13.728223 12.593575 2.651531 2.722795 0.0305 0.0322 -0.0005 1.233906 1.481005
2459781 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.959998 3.513787 6.535442 6.889002 16.115922 16.160914 1.131660 1.251018 0.0308 0.0330 -0.0003 1.216003 1.217194
2459778 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.205633 15.455333 10.493278 11.530187 23.866216 22.135420 1.718551 1.973844 0.0314 0.0311 -0.0002 1.228929 1.288641
2459776 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.135785 23.552716 8.098713 8.450674 36.402503 37.603141 1.230279 1.237854 0.0335 0.0336 0.0000 1.328669 1.414842
2459774 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0367 0.0350 0.0004 nan nan
2459773 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.454329 25.667374 80.180700 83.550409 22.013544 19.556421 11.038653 13.279372 0.0333 0.0340 -0.0016 1.231723 1.237210
2459772 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.958416 15.333199 31.761566 33.633639 5.057137 4.047538 6.710871 8.876673 0.0378 0.0369 -0.0010 1.350435 1.395300
2459771 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.006527 15.779501 30.165128 31.902619 4.720947 3.922340 5.030043 6.431903 0.0349 0.0376 0.0006 1.360899 1.468932
2459770 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.742836 24.210816 52.503020 55.170518 15.397377 13.036928 6.183700 8.064637 0.0347 0.0348 -0.0003 1.382439 1.502846
2459769 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.810718 27.769532 66.634543 70.102493 19.297368 16.507882 5.455039 7.042460 0.0342 0.0344 -0.0005 1.291418 1.352789
2459768 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.885065 29.015892 73.938712 77.615587 19.042678 15.868471 10.389981 14.085105 0.0355 0.0365 -0.0009 1.275074 1.271076
2459767 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.786012 19.778034 32.572842 34.378164 5.710026 4.735890 6.624838 8.472179 0.0450 0.0421 0.0001 1.329018 1.375744
2459766 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.544655 18.499582 30.031975 31.611061 5.362871 4.386720 5.340468 6.116540 0.0348 0.0346 -0.0014 1.295854 1.348282
2459765 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.919474 33.546322 85.703477 90.157416 21.305499 16.805290 9.983760 12.868921 0.0328 0.0319 -0.0007 1.318922 1.321986
2459764 RF_maintenance - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 274.793782 272.549371 inf inf 1082.236171 1082.207565 4107.157852 4067.081317 nan nan nan 0.000000 0.000000
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.347714 29.257216 67.890441 71.743622 37.842791 28.659847 19.663334 23.397874 0.0344 0.0316 -0.0006 1.242209 1.234861
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.251311 12.464517 24.029226 25.435262 3.357474 2.876274 4.297476 5.381670 0.0327 0.0315 -0.0004 1.248185 1.325430
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.884443 20.287130 35.994840 38.448566 7.877925 5.255759 5.266030 7.371002 0.0328 0.0317 0.0000 1.289424 1.371537
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.642717 13.885490 34.265120 36.091938 6.906674 5.951220 5.906999 7.584500 0.0330 0.0311 0.0000 1.205533 1.243480
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459750 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459738 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459736 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459731 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459722 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 388.459318 388.233281 inf inf 2006.581746 2079.752199 9855.999505 9764.292358 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.853770 2.336631 0.940332 1.321125 0.538255 0.990667 1.648562 2.892839 0.0399 0.0412 0.0042 nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.435090 1.985450 0.927121 1.238660 1.455221 8.538475 1.602160 3.129963 0.0449 0.0519 0.0079 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.389714 26.764115 100.992554 106.548238 27.438353 25.430863 19.521096 23.915290 0.0388 0.0416 0.0001 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.138174 -0.383480 0.769859 0.900406 0.616819 0.486050 1.025275 1.580073 0.0338 0.0418 0.0035 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.830959 1.428098 0.751900 0.939562 0.018486 0.696473 1.426472 2.173588 0.0364 0.0373 0.0053 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.846216 10.453067 3.940074 4.995330 0.208106 0.269249 4.202519 6.649978 0.0345 0.0356 0.0050 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 9.417880 9.060116 5.494411 7.074350 9.374784 42.687555 2.272106 4.218423 0.0316 0.0322 0.0014 nan nan
2459702 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.058826 28.792033 55.916876 59.984530 8.314491 11.833151 5.937645 7.955172 0.0332 0.0356 0.0005 1.193490 1.196577
2459701 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.104110 26.989526 30.575162 32.661190 8.035276 11.283040 4.762481 5.836271 0.0338 0.0360 0.0003 1.281751 1.284023
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2306.356709 2306.356709 2093.473025 2093.473025 1569.792170 1569.792170 4653.232734 4653.232734 1.0000 1.0000 0.0000 7058.402954 7058.402954
2459696 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 633.114533 633.114533 575.241474 575.241474 587.596717 587.596717 2335.451569 2335.451569 1.0000 1.0000 0.0000 0.159551 0.159551
2459695 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 570.253520 570.253520 579.290204 579.290204 534.521590 534.521590 1718.295142 1718.295142 1.0000 1.0000 0.0000 0.363804 0.363804
2459694 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.810944 32.129379 64.467815 67.822794 19.840504 18.968422 6.316698 7.719959 0.0376 0.0410 0.0007 1.402193 1.414051
2459693 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.492183 19.660487 61.931642 66.167643 21.778909 15.868025 21.889076 19.854517 0.0426 0.0457 0.0006 1.317117 1.323854
2459692 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.862906 16.136811 33.481194 35.574335 8.010596 7.711049 8.921815 10.372433 0.0411 0.0446 0.0006 1.617904 2.272254
2459691 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.640580 25.667565 57.616131 62.088743 9.650111 8.248637 7.280587 10.216888 0.0368 0.0387 0.0003 1.985200 3.075117
2459690 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.717973 24.082266 61.896314 66.012226 15.125737 13.631516 10.025451 14.272914 0.0378 0.0409 0.0005 1.678490 3.071201
2459689 RF_maintenance 100.00% - - - - - 21.296136 26.247668 45.726186 48.588467 23.637584 26.354385 6.816814 8.991038 nan nan nan nan nan
2459688 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 1.375909 1.492487
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.720420 19.188474 55.957020 59.014487 3.602750 7.711411 11.244606 13.007364 0.0368 0.0398 -0.0038 nan nan
2459686 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.194053 22.489532 41.834542 44.180398 12.062807 10.075379 0.396851 0.947741 0.0370 0.0402 0.0003 1.444981 1.875467
2459685 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.863316 23.254900 41.072539 43.304549 11.758908 8.879668 0.517251 1.056744 0.0377 0.0395 -0.0002 1.110888 1.113136
2459684 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.888817 24.070655 51.482748 54.598742 7.673185 6.470910 0.716987 1.626938 0.0396 0.0423 0.0002 1.407820 1.750138
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.928098 27.074781 61.243656 65.421394 18.268851 20.711661 4.322814 6.312477 0.0375 0.0404 0.0006 1.287163 1.304354
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.158189 25.098436 51.084726 54.460531 25.433509 25.959129 3.697215 5.874565 0.0388 0.0421 0.0009 1.465228 1.768704
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.115331 26.186023 52.912065 56.626101 15.978196 15.376425 3.368413 4.496481 0.0386 0.0429 0.0016 1.337988 1.462648
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.915889 31.897110 72.465833 76.653845 29.816138 30.520945 5.274341 7.147851 0.0411 0.0463 0.0019 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.897165 23.034550 52.859328 56.617022 10.896750 9.532449 1.080396 1.638959 0.0390 0.0426 0.0007 1.567871 2.372299
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.429137 30.530721 54.252294 57.484324 32.973653 36.539891 7.039958 8.928697 0.0410 0.0440 0.0014 0.000000 0.000000
2459670 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.731726 11.394722 3.488564 5.071676 0.676142 2.201009 4.498997 7.534436 0.0321 0.0319 0.0017 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.943700 24.526279 73.881814 78.447599 32.461726 32.246166 32.278475 29.944479 0.0432 0.0456 0.0005 1.500330 2.016096
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 66.167312 86.826220 134.034431 119.403754 66.175646 46.994011 1852.720722 1154.902510 0.0172 0.0169 0.0005 0.000000 0.000000
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 39.921645 69.726734 215.930457 139.632523 277.892028 118.854658 1275.371367 560.227456 0.0172 0.0170 0.0004 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 96.216998 119.101622 285.056854 253.240019 106.361764 58.695767 2346.545411 1204.950009 0.0167 0.0165 0.0003 0.000000 0.000000
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 32.534370 41.251235 104.012828 65.984666 913.440445 530.485549 3402.937347 1291.434068 0.0168 0.0165 0.0003 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.332095 90.457287 198.168858 210.148397 72.929460 116.872041 464.269272 516.669145 0.0170 0.0165 0.0005 1.250421 1.246752
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.295079 22.616125 73.078510 78.251142 32.279590 31.768180 6.996720 6.638105 0.0396 0.0432 0.0004 1.471104 2.194922
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.494749 24.185329 61.465828 65.624848 32.309341 32.538111 8.738471 11.743719 0.0404 0.0408 -0.0013 1.685689 2.402023
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.809169 25.516881 53.165001 56.328470 21.896475 22.330967 9.800486 13.431614 0.0434 0.0468 0.0002 1.533569 2.105529
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.709308 27.435597 67.735525 72.148381 29.165647 29.738563 15.676282 10.872759 0.0415 0.0431 -0.0007 1.459960 1.866011
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.611846 28.731390 49.490644 53.075044 28.021052 28.523786 7.848871 10.271112 0.0391 0.0426 0.0001 1.613306 2.437105
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.839693 14.745759 3.324655 5.047827 0.214795 1.028272 3.598489 6.113125 0.0305 0.0321 0.0022 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.053282 28.997910 52.802488 56.037603 28.320334 29.461069 2.551261 3.557581 0.0383 0.0435 0.0025 1.386812 1.651541
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.140637 36.875587 71.434775 76.097435 29.037049 29.974823 3.910562 5.587065 0.0397 0.0462 0.0025 1.475842 2.012483
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.009936 37.329528 78.393173 82.855111 12.899865 13.212639 18.813929 18.219186 0.0474 0.0513 -0.0013 1.714395 2.686461
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.012422 24.311801 67.840037 71.606103 25.187797 24.226138 21.373263 21.920577 0.0471 0.0524 0.0007 1.535817 2.226260
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.722919 25.434134 52.954973 57.044861 28.595966 29.550844 8.106468 8.803603 0.0399 0.0434 -0.0002 1.458949 1.912935
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% -0.539317 -0.539317 1037.326329 1037.326329 31033.641310 31033.641310 1.421621 1.421621 0.2591 0.2591 0.0000 10621.146729 10621.146729
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.038267 24.659046 62.787746 67.468977 28.249166 29.870023 4.903413 7.189910 0.0472 0.0500 0.0000 1.470833 1.885590
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.736051 26.260606 67.723583 72.892803 26.962392 27.709568 14.429761 22.900391 0.0493 0.0538 0.0003 1.561939 2.211892
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.150078 26.047008 80.350428 86.244802 29.476589 32.864846 4.040046 5.913232 0.0440 0.0458 -0.0011 1.509243 1.855343
2459641 RF_maintenance - 22.82% 54.36% 0.00% - - nan nan nan nan nan nan nan nan 0.5768 0.4834 0.0321 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.702400 28.607717 66.009865 70.598467 28.398450 32.236300 2.309813 3.687004 0.0460 0.0477 -0.0010 1.331654 1.331673
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.431363 22.693064 62.763720 67.189987 26.063885 29.021684 3.107040 4.716881 0.0477 0.0496 -0.0010 1.427028 1.688857
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0422 0.0446 -0.0010 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.962099 24.444033 74.470455 79.975270 29.843613 34.519221 2.806125 4.404747 0.0452 0.0483 -0.0002 1.477789 1.829447
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.806700 25.309192 72.316196 77.468194 22.611977 26.796062 0.375406 1.318447 0.0428 0.0451 -0.0007 1.450888 1.708381
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.899179 27.809468 68.836855 74.250656 30.787692 35.545989 1.420942 2.046066 0.0433 0.0456 -0.0005 1.317351 1.314944
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.378454 0.378454 0.378026 0.378026 0.265578 0.265578 0.266153 0.266153 1.0000 1.0000 0.0000 0.079107 0.079107
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.771256 26.624666 77.792695 83.558021 33.591970 38.978212 3.076036 4.383644 0.0367 0.0395 0.0002 1.259621 1.259920
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.704113 26.951484 66.082632 70.802058 21.434830 25.642409 1.315550 2.102326 0.0378 0.0406 0.0003 1.487194 1.882917
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.952896 31.603861 73.581905 78.710003 27.678746 32.335430 3.096073 4.454203 0.0402 0.0426 0.0002 1.324192 1.327332
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.456718 34.068342 65.499150 70.371650 34.512310 42.401117 4.021852 5.686924 0.0428 0.0445 0.0000 1.320712 1.322204
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.384480 31.160650 75.248886 80.435112 27.885862 33.463379 4.498696 6.132768 0.0397 0.0421 -0.0000 1.548680 2.034729
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.366503 25.326461 60.675091 65.216420 24.461832 29.117977 3.966782 5.454368 0.0383 0.0412 0.0002 1.498472 1.970480
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.398901 0.398901 0.401542 0.401542 0.462576 0.462576 0.462535 0.462535 1.0000 1.0000 0.0000 0.052307 0.052307
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.344692 24.445998 56.393482 60.764730 28.180270 33.715721 6.139176 8.537992 0.0414 0.0442 0.0005 1.479882 2.056132
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.847056 25.780838 62.453746 66.979877 29.766973 37.105470 1.421588 2.580406 0.0393 0.0426 0.0004 1.438173 1.809432
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.298696 29.505882 56.539610 61.003298 37.299759 45.841842 3.979657 6.279688 0.0410 0.0447 0.0005 1.474859 1.937916
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.928730 28.271069 109.418966 116.848005 19.206552 23.551756 2.473593 3.636901 0.0360 0.0386 0.0002 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 23.918803 30.366076 66.898603 72.727268 72.563911 97.200083 259.752522 373.725074 nan nan nan 2.700896 2.974205
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.765921 12.473102 3.573461 5.485321 2.229363 8.945692 4.497213 8.337321 0.0337 0.0336 0.0018 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.894257 23.546266 63.442268 67.810412 30.342216 37.334395 1.320775 2.084546 0.0361 0.0392 0.0001 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.699122 28.375920 69.702150 74.892454 30.094244 37.438956 3.905642 5.700428 0.0356 0.0382 0.0001 1.902911 2.917588
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.430533 23.486386 62.062834 66.617188 30.788698 38.045022 5.480054 8.286540 0.0368 0.0390 -0.0000 0.932601 0.952557
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.959392 24.998927 95.321512 101.909237 34.415312 43.217122 2.955167 3.831982 0.0364 0.0393 0.0003 0.000000 0.000000
2459615 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
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.057396 27.814551 66.075074 70.687480 23.179262 29.035975 2.101744 3.821424 0.0365 0.0391 0.0002 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.406280 16.627952 67.856847 72.185880 46.187438 50.517292 21.767006 31.980668 0.0359 0.0374 0.0007 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.079558 22.460014 48.378502 51.629038 25.586882 30.727380 6.009322 9.317420 0.0375 0.0406 0.0003 1.273325 1.265581
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 351.613273 349.126150 inf inf 46.929991 46.267390 628.511035 586.584246 nan nan nan 0.000000 0.000000
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.812353 27.189397 78.156999 83.379804 23.941150 29.988174 13.371575 13.756671 0.0348 0.0366 0.0001 1.342285 1.341361
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.129855 21.790838 89.891778 95.714947 28.161229 35.053476 3.377571 4.534168 0.0352 0.0377 -0.0001 1.274961 1.274046
2459607 RF_maintenance 100.00% 98.92% 98.92% 0.00% 100.00% 0.00% 10.227789 11.708928 23.684894 24.253119 37.146008 37.978186 -1.459631 -1.346898 0.0363 0.0376 0.0001 1.300382 1.300265
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.770726 -0.530060 1.786730 0.954182 -0.552786 1.226213 -1.607521 -0.072682 0.0337 0.0336 0.0033 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.568426 25.065743 75.651580 80.659981 34.510671 44.340000 16.945926 18.812208 0.0401 0.0425 0.0001 1.415999 1.715170
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.694993 21.414801 76.215315 80.954685 10.772304 12.538729 3.019542 3.141408 0.0372 0.0398 0.0004 1.389000 1.712862
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.879489 23.826198 91.203738 97.143450 20.383845 25.144382 7.049922 11.657611 0.0374 0.0397 -0.0001 1.400778 1.721263
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.987369 23.442961 71.117171 75.935050 29.294116 35.720452 4.513569 6.450698 0.0408 0.0437 0.0001 1.407437 1.761909
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.006629 22.697255 79.946031 85.488153 23.318539 29.732872 7.229336 8.537840 0.0393 0.0426 0.0005 1.339156 1.580756
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.700464 21.923374 64.649969 69.010401 28.061405 34.559639 2.846802 3.884305 0.0419 0.0450 0.0001 1.373521 1.661761
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.773531 34.084783 76.842381 80.676349 20.209283 16.826165 24.732578 25.767956 0.0490 0.0539 0.0011 1.280458 1.278469
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.234760 8.387428 71.530476 74.492533 20.559312 24.895576 25.106899 27.963090 0.0412 0.0446 0.0004 1.302549 1.308796
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.729008 18.269854 73.551256 78.446163 29.945231 36.674085 13.440693 11.657652 0.0376 0.0396 0.0002 1.311480 1.370002
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.382140 1.280941 2.259105 2.901983 0.058081 1.171609 -1.511481 0.479644 0.0324 0.0346 0.0033 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.385841 21.194365 85.899990 90.978868 26.554172 32.814123 1.269187 2.052049 0.0393 0.0392 -0.0005 1.374659 1.398491
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.866962 25.678070 79.850550 84.737321 27.830630 34.110506 2.754998 4.000188 0.0431 0.0457 0.0001 1.300104 1.300875
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.998304 24.097298 74.332812 78.546305 16.480118 21.365177 18.068213 16.548470 0.0434 0.0470 0.0005 1.282860 1.286803
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.720084 17.056445 90.326267 95.512400 21.447287 24.689776 14.471522 13.230502 0.0400 0.0431 0.0004 1.475946 1.837986
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 20.723347 22.513001 120.606916 128.394607 5.686149 7.473711 8.400522 10.535587 nan nan nan 0.888428 0.886327
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.039398 20.340997 28.663376 29.846800 9.743232 11.612627 5.140885 6.392591 0.0407 0.0422 -0.0003 1.443741 1.605133
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.670794 24.489760 7.212392 8.331196 9.355346 10.264759 0.861748 3.293044 0.0292 0.0301 0.0005 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.022634 31.647996 97.317914 103.108984 26.128529 35.348308 40.179272 42.438405 0.0387 0.0408 0.0001 0.851635 0.884921
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.278771 21.515471 30.393329 32.169365 19.217576 22.887769 0.033265 0.398512 0.0410 0.0428 -0.0005 0.000000 0.000000
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.935037 18.569794 27.300512 29.204365 23.076113 27.606210 0.045598 0.452521 0.0376 0.0388 -0.0005 1.260123 1.261551
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.392002 25.600972 31.697707 32.918374 18.140308 22.224157 0.260237 0.513176 0.0407 0.0421 -0.0006 1.265483 1.262897
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.788992 19.373165 31.773321 33.737122 20.101751 23.374536 -0.201098 0.336209 0.0424 0.0437 -0.0004 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.430581 19.032083 35.995559 38.375711 22.616951 26.736639 1.087351 1.783916 0.0381 0.0388 -0.0009 1.294015 1.297142
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.790549 1.304089 0.316371 0.309736 -0.607908 0.518158 0.552012 1.621161 0.0357 0.0303 0.0031 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.774547 24.467113 29.424733 30.804039 20.439282 24.474457 0.120445 0.486815 0.0382 0.0394 -0.0008 1.355479 1.519323
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.617384 18.819904 23.420324 24.755518 18.595840 21.510084 0.790997 1.216364 0.0395 0.0406 -0.0007 1.481874 1.689595
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.008743 19.078908 23.193418 24.549734 15.204518 16.687986 7.251799 6.346910 0.0418 0.0445 -0.0003 1.316489 1.320154
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.858738 18.007335 22.241995 23.501974 20.335866 23.984354 1.127304 0.786453 0.0398 0.0420 -0.0003 1.413755 1.621694
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.462760 18.592350 38.278845 40.407823 23.864868 27.462680 0.733513 1.616303 0.0397 0.0417 -0.0004 1.252523 1.255565
2459572 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
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.356497 1.079226 0.141198 0.262665 -0.495472 0.850277 0.587607 1.502229 0.0324 0.0304 0.0020 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.052508 22.016556 29.548328 30.798562 10.662238 10.806593 8.331100 9.101111 0.0465 0.0516 0.0015 1.227723 1.233060
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.113597 17.984916 29.189890 30.636383 18.508204 21.288723 -0.352744 -0.074339 0.0325 0.0338 -0.0002 1.226034 1.225216
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% 4287.746435 4287.746435 4026.123085 4026.123085 -0.635090 -0.635090 -1.849535 -1.849535 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.729954 16.762428 31.024162 32.664876 2.249854 2.404819 0.512504 0.943165 0.0379 0.0400 -0.0001 1.376496 1.608046
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.118376 19.418249 59.289832 62.307320 19.139999 22.009559 1.367017 2.108311 0.0388 0.0421 0.0003 1.206840 1.210240
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.284478 11.888704 15.231417 16.049905 2.311674 2.642210 0.536151 0.793567 0.0387 0.0404 -0.0002 1.337428 1.481379
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.074044 12.686681 14.495565 15.265969 2.661898 2.864593 0.857977 1.177763 0.0413 0.0418 -0.0007 1.295679 1.424984
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.075283 11.608169 14.902098 15.479611 2.296322 2.849737 0.525005 0.641786 0.0387 0.0400 -0.0006 1.289223 1.408726
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.926538 14.637957 16.283721 17.001853 2.570841 3.124171 0.727867 0.966791 0.0429 0.0447 -0.0002 1.311728 1.424767
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.869555 19.351196 30.444661 32.486680 20.950398 22.810357 0.976930 1.325908 0.0392 0.0418 -0.0000 1.275125 1.278637
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0299 0.0285 0.0018 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.213637 19.554818 32.901631 35.197379 18.941296 20.649130 2.218475 3.458333 0.0413 0.0434 -0.0000 1.366479 1.518325
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0380 0.0394 -0.0004 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0417 0.0408 0.0001 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.269504 23.279122 44.441487 46.362764 28.611794 31.711023 2.916225 3.150889 0.0385 0.0404 -0.0003 1.263103 1.261612
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.513743 10.936872 18.017057 18.868487 3.163617 4.185082 0.889428 1.049825 0.0367 0.0364 -0.0005 1.230572 1.291598
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0340 0.0325 0.0010 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.370226 17.038854 33.391521 35.023972 20.287294 22.454951 0.830873 1.307995 0.0355 0.0375 -0.0006 1.213522 1.226300
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.918297 25.330546 68.074791 71.190819 1.080651 1.930604 0.899774 1.536770 0.0510 0.0704 0.0123 1.331033 1.521292
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.885362 11.609129 35.295398 35.081389 162.179464 203.053321 8.043134 13.813126 0.0486 0.0645 0.0100 1.412517 1.642206
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.733309 17.173974 15.151714 16.206413 4.198633 5.543033 0.562144 0.923652 0.0429 0.0532 0.0071 1.258786 1.391082
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.448787 28.031095 57.767369 60.264394 29.248276 31.431003 1.867179 2.245710 0.0419 0.0512 0.0060 1.529522 1.879839
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.269273 13.864331 14.112371 14.882770 2.657197 6.061720 0.032053 0.433409 0.0498 0.0590 0.0077 1.299094 1.455172
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.800361 20.958853 31.097074 32.881380 17.562876 20.498525 0.832699 1.616573 0.0406 0.0486 0.0053 1.215316 1.217057
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.828173 24.194548 41.955654 44.635612 21.955359 25.456889 0.434046 0.956675 0.0389 0.0482 0.0063 1.258072 1.265927
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.465328 12.358405 13.273923 13.932905 3.354808 4.288385 0.441770 0.482109 0.0494 0.0560 0.0064 1.289894 1.482044
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% 27.735346 29.235444 47.773981 50.232113 40.902383 35.523214 -0.105180 0.560034 0.0423 0.0575 0.0122 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 1776.924304 14288.479110 inf inf 59772.802816 -499544.511533 37755.748035 -394031.940544 nan nan nan 0.000000 0.000000
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.563829 25.574826 45.059807 48.152984 10.968911 23.627563 0.951251 1.750079 0.0453 0.0558 0.0071 1.356063 1.491112
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.613017 1.448854 0.142204 0.472378 -0.299761 0.971245 0.850072 2.078120 0.0381 0.0380 0.0028 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.008897 32.202618 44.870665 47.564217 18.477596 15.997587 12.845353 14.849314 0.0451 0.0626 0.0122 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.175709 31.924610 41.275760 45.400623 6.759568 9.589267 0.733171 2.148689 0.0488 0.0571 0.0060 1.710181 2.516077
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.634770 31.151658 74.441540 77.886486 34.183827 33.802372 2.050977 3.048979 0.0475 0.0697 0.0148 0.000000 0.000000
2459501 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.428095 24.057247 48.667495 52.318895 22.473382 27.587831 1.311194 1.090778 0.1000 0.0560 0.0357 0.000000 0.000000
2459500 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.747763 27.851949 59.310570 64.351003 21.934014 27.454874 0.288579 1.140385 0.1177 0.0573 0.0406 0.000000 0.000000
2459499 RF_maintenance 100.00% 35.48% 100.00% 0.00% 100.00% 0.00% 21.312887 30.658179 76.076381 82.953162 21.283630 27.773275 3.019182 11.833226 0.3896 0.0629 0.1434 0.000000 0.000000
2459498 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.115840 26.182503 67.869168 73.948924 18.238453 24.602272 2.993992 4.715123 0.1144 0.0636 0.0380 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.917946 31.171063 76.271150 83.451869 22.613499 31.991029 1.787777 3.677915 0.0820 0.0626 0.0137 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.821326 31.745529 69.598606 75.819391 20.167942 28.802742 0.976434 2.295222 0.0813 0.0617 0.0135 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.958728 25.720838 64.944575 70.605193 17.151600 25.349875 1.463386 3.121101 0.0808 0.0602 0.0141 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.438061 26.830856 69.240633 75.338367 19.825287 28.361816 4.323391 7.013853 0.0784 0.0552 0.0159 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.393474 4.324712 48.615710 0.321259 21.959097 0.075998 4.300343 2.792716 0.0707 0.1077 0.0453 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.680816 16.573878 5.632164 13.726379 40.748318 14.451268 148.888819 82.133744 0.0752 0.1007 0.0563 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.707306 5.325575 55.414820 -0.134181 20.821023 5.571782 3.892984 188.657211 0.0742 0.1207 0.0468 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.300878 18.919552 50.121738 16.663873 20.257284 19.381345 3.352639 31.831506 0.0852 0.1348 0.0242 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.856932 4.031900 41.946325 0.172482 22.666703 18.251765 5.725363 21.680425 0.0772 0.1118 0.0465 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 126: 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
126 N09 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Temporal Variability 27.798334 7.794915 13.191527 19.632992 19.492883 21.524968 27.798334 -2.506187 0.324205

Antenna 126: 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
126 N09 RF_maintenance ee Temporal Variability 22.783828 14.433663 16.655285 21.138058 20.427096 20.175391 22.783828 0.192306 3.617860

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Variability 46.025270 20.171127 22.690431 35.729071 38.496578 46.004217 46.025270 7.640710 9.438137

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Power 50.860418 21.102389 20.288320 50.860418 48.153421 24.431737 23.081005 3.866446 3.508956

Antenna 126: 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
126 N09 RF_maintenance nn Power 66.433180 24.644420 25.705132 63.167429 66.433180 24.472736 26.159421 12.652700 14.594762

Antenna 126: 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
126 N09 RF_maintenance nn Power 46.959264 24.093709 22.103838 46.959264 44.131383 40.982926 41.530183 6.686388 6.021256

Antenna 126: 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
126 N09 RF_maintenance nn Power 49.613771 21.134793 20.188320 49.613771 47.172013 44.470344 42.535828 17.735905 15.435956

Antenna 126: 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
126 N09 RF_maintenance nn Power 49.434856 21.676674 21.792210 49.434856 47.154212 25.233362 24.218867 22.542376 19.966904

Antenna 126: 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
126 N09 RF_maintenance ee Temporal Variability 60.808999 22.127022 20.216449 35.395466 32.813997 59.403891 60.808999 2.895720 2.292230

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Power 47.859478 18.429951 17.754924 47.859478 45.674209 27.421352 27.017673 19.087915 16.591209

Antenna 126: 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
126 N09 RF_maintenance nn Power 60.871020 19.505799 19.646763 57.330054 60.871020 23.918130 23.710336 17.350525 20.291751

Antenna 126: 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
126 N09 RF_maintenance nn Power 50.523700 22.957369 22.075846 50.523700 47.537857 26.768671 26.921455 18.282217 16.603044

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Power 64.277025 19.142297 20.266996 60.895436 64.277025 40.530853 42.301605 12.065836 14.375043

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Power 50.552947 24.400948 26.650748 49.085009 50.552947 33.876846 33.507648 9.183519 9.728874

Antenna 126: 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
126 N09 RF_maintenance nn Power 62.142397 28.270763 25.922332 62.142397 59.249707 50.117066 52.401390 15.037153 13.137721

Antenna 126: 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
126 N09 RF_maintenance nn Power 62.382211 18.918199 16.451319 62.382211 58.804977 43.492164 45.308281 0.882841 0.649983

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape 22.089173 22.089173 20.986333 9.360625 8.481290 12.593575 13.728223 2.722795 2.651531

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Variability 16.160914 2.959998 3.513787 6.535442 6.889002 16.115922 16.160914 1.131660 1.251018

Antenna 126: 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
126 N09 RF_maintenance ee Temporal Variability 23.866216 15.455333 14.205633 11.530187 10.493278 22.135420 23.866216 1.973844 1.718551

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Variability 37.603141 20.135785 23.552716 8.098713 8.450674 36.402503 37.603141 1.230279 1.237854

Antenna 126: 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
126 N09 RF_maintenance nn Power 83.550409 25.667374 23.454329 83.550409 80.180700 19.556421 22.013544 13.279372 11.038653

Antenna 126: 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
126 N09 RF_maintenance nn Power 33.633639 13.958416 15.333199 31.761566 33.633639 5.057137 4.047538 6.710871 8.876673

Antenna 126: 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
126 N09 RF_maintenance nn Power 31.902619 15.779501 14.006527 31.902619 30.165128 3.922340 4.720947 6.431903 5.030043

Antenna 126: 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
126 N09 RF_maintenance nn Power 55.170518 24.210816 21.742836 55.170518 52.503020 13.036928 15.397377 8.064637 6.183700

Antenna 126: 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
126 N09 RF_maintenance nn Power 70.102493 27.769532 24.810718 70.102493 66.634543 16.507882 19.297368 7.042460 5.455039

Antenna 126: 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
126 N09 RF_maintenance nn Power 77.615587 25.885065 29.015892 73.938712 77.615587 19.042678 15.868471 10.389981 14.085105

Antenna 126: 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
126 N09 RF_maintenance nn Power 34.378164 17.786012 19.778034 32.572842 34.378164 5.710026 4.735890 6.624838 8.472179

Antenna 126: 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
126 N09 RF_maintenance nn Power 31.611061 18.499582 16.544655 31.611061 30.031975 4.386720 5.362871 6.116540 5.340468

Antenna 126: 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
126 N09 RF_maintenance nn Power 90.157416 33.546322 29.919474 90.157416 85.703477 16.805290 21.305499 12.868921 9.983760

Antenna 126: 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
126 N09 RF_maintenance ee Power inf 274.793782 272.549371 inf inf 1082.236171 1082.207565 4107.157852 4067.081317

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Power 71.743622 25.347714 29.257216 67.890441 71.743622 37.842791 28.659847 19.663334 23.397874

Antenna 126: 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
126 N09 RF_maintenance nn Power 25.435262 11.251311 12.464517 24.029226 25.435262 3.357474 2.876274 4.297476 5.381670

Antenna 126: 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
126 N09 RF_maintenance nn Power 38.448566 17.884443 20.287130 35.994840 38.448566 7.877925 5.255759 5.266030 7.371002

Antenna 126: 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
126 N09 RF_maintenance nn Power 36.091938 13.885490 12.642717 36.091938 34.265120 5.951220 6.906674 7.584500 5.906999

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 126: 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
126 N09 RF_maintenance nn Power inf 388.233281 388.459318 inf inf 2079.752199 2006.581746 9764.292358 9855.999505

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Discontinuties 2.892839 2.336631 2.853770 1.321125 0.940332 0.990667 0.538255 2.892839 1.648562

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Variability 8.538475 1.985450 2.435090 1.238660 0.927121 8.538475 1.455221 3.129963 1.602160

Antenna 126: 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
126 N09 RF_maintenance nn Power 106.548238 23.389714 26.764115 100.992554 106.548238 27.438353 25.430863 19.521096 23.915290

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Discontinuties 1.580073 -0.383480 -0.138174 0.900406 0.769859 0.486050 0.616819 1.580073 1.025275

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Discontinuties 2.173588 1.428098 1.830959 0.939562 0.751900 0.696473 0.018486 2.173588 1.426472

Antenna 126: 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
126 N09 RF_maintenance ee Shape 10.846216 10.453067 10.846216 4.995330 3.940074 0.269249 0.208106 6.649978 4.202519

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Variability 42.687555 9.060116 9.417880 7.074350 5.494411 42.687555 9.374784 4.218423 2.272106

Antenna 126: 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
126 N09 RF_maintenance nn Power 59.984530 22.058826 28.792033 55.916876 59.984530 8.314491 11.833151 5.937645 7.955172

Antenna 126: 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
126 N09 RF_maintenance nn Power 32.661190 26.989526 21.104110 32.661190 30.575162 11.283040 8.035276 5.836271 4.762481

Antenna 126: 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
126 N09 RF_maintenance ee Temporal Discontinuties 4653.232734 2306.356709 2306.356709 2093.473025 2093.473025 1569.792170 1569.792170 4653.232734 4653.232734

Antenna 126: 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
126 N09 RF_maintenance nn Temporal Discontinuties 2335.451569 633.114533 633.114533 575.241474 575.241474 587.596717 587.596717 2335.451569 2335.451569

Antenna 126: 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
126 N09 RF_maintenance ee Temporal Discontinuties 1718.295142 570.253520 570.253520 579.290204 579.290204 534.521590 534.521590 1718.295142 1718.295142

Antenna 126: 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
126 N09 RF_maintenance nn Power 67.822794 32.129379 27.810944 67.822794 64.467815 18.968422 19.840504 7.719959 6.316698

Antenna 126: 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
126 9 RF_maintenance nn Power 66.167643 16.492183 19.660487 61.931642 66.167643 21.778909 15.868025 21.889076 19.854517

Antenna 126: 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
126 9 RF_maintenance nn Power 35.574335 14.862906 16.136811 33.481194 35.574335 8.010596 7.711049 8.921815 10.372433

Antenna 126: 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
126 9 RF_maintenance nn Power 62.088743 20.640580 25.667565 57.616131 62.088743 9.650111 8.248637 7.280587 10.216888

Antenna 126: 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
126 9 RF_maintenance nn Power 66.012226 20.717973 24.082266 61.896314 66.012226 15.125737 13.631516 10.025451 14.272914

Antenna 126: 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
126 9 RF_maintenance nn Power 48.588467 21.296136 26.247668 45.726186 48.588467 23.637584 26.354385 6.816814 8.991038
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