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 = "112"
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 112 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 112, Node N10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 0.00% 0.00% 93.88% 0.00% 92.00% 0.00% -0.853242 -0.008948 -0.277025 1.108593 -0.936374 -0.951834 0.242430 -1.426568 0.6683 0.3458 0.5158 0.000000 0.000000
2459808 digital_ok 0.00% 0.00% 40.86% 0.00% 42.11% 0.00% -0.717350 -0.457295 -0.236170 0.972292 -0.053389 -0.836915 1.136673 -1.308237 0.5367 0.4465 0.3717 1.646359 1.808376
2459807 digital_ok 0.00% 0.00% 32.80% 0.00% 34.21% 0.00% -0.992680 -0.420844 -0.885732 0.976179 0.767050 -0.274372 -0.678647 -1.773806 0.5587 0.4761 0.3719 2.473859 2.968571
2459806 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 388.758261 389.242861 inf inf 9091.857309 9094.926274 30285.100916 30300.233354 nan nan nan 0.000000 0.000000
2459805 digital_ok 0.00% 8.06% 43.55% 0.00% 44.74% 0.00% -0.661720 -0.512605 -0.221594 1.658692 -0.223408 0.287482 0.769477 -1.373437 0.5227 0.4505 0.3570 1.725204 1.690457
2459804 digital_ok 0.00% 8.06% 40.86% 0.00% 42.11% 0.00% -0.733380 -0.430466 -0.653203 0.859832 1.022832 -0.336400 0.414850 -0.044863 0.5275 0.4651 0.3493 1.589397 1.641227
2459803 digital_ok 0.00% 5.38% 30.11% 0.00% 31.58% 0.00% -0.836938 -0.665009 -0.614755 1.188182 0.348163 -1.151640 -0.642335 -1.674147 0.5390 0.4880 0.3510 1.710687 1.738627
2459802 digital_ok 0.00% 8.33% 70.00% 0.00% 70.00% 0.00% -1.094315 -0.626951 -0.647217 0.765360 -0.172808 -0.447398 -0.452361 -1.098286 0.5812 0.4130 0.4085 0.000000 0.000000
2459801 digital_ok 0.00% 0.00% 38.17% 0.00% 39.47% 0.00% -0.454304 -0.265767 -0.508674 0.693016 -0.391446 0.273945 -0.776032 -1.839751 0.5697 0.4776 0.3778 1.565516 1.555505
2459800 digital_ok 0.00% 13.44% 22.04% 0.00% 23.68% 0.00% -0.767958 -0.474941 -0.512594 0.456366 -0.025088 -0.107617 -0.109107 -1.685342 0.5408 0.5012 0.3442 1.779257 2.048243
2459799 digital_ok 0.00% 9.13% 25.78% 0.00% 29.41% 0.00% -0.145571 -0.395272 -0.476129 1.063028 -0.827884 -0.498899 0.437031 -1.308650 0.5715 0.4607 0.3544 1.837730 1.952825
2459798 digital_ok 0.00% 24.19% 24.19% 0.00% 100.00% 0.00% -0.591058 -0.616395 -0.278125 0.251237 0.816666 -1.043690 1.146537 -0.725151 0.5360 0.5038 0.3533 4.012037 3.704359
2459797 RF_maintenance 0.00% 24.19% 24.19% 0.00% 100.00% 0.00% -0.610370 -0.685915 -0.413243 0.782324 -0.233078 -1.098102 -0.120111 -1.458125 0.5338 0.5036 0.3457 4.052719 3.904249
2459796 RF_maintenance 0.00% 24.19% 24.19% 0.00% 100.00% 0.00% -0.575160 -0.492791 -0.716591 0.897576 0.044848 -0.645344 1.215572 -1.124418 0.5305 0.5037 0.3315 0.000000 0.000000
2459795 RF_maintenance 0.00% 29.57% 32.26% 0.00% 100.00% 0.00% -0.800172 -0.430026 -0.558419 0.205964 0.273665 -1.072299 -0.159110 -1.616340 0.5106 0.4872 0.3238 6.403735 5.722865
2459794 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.672204 -0.676777 -0.890019 0.525859 -0.113622 -0.617436 -0.453823 -2.043530 0.0612 0.0705 0.0053 0.000000 0.000000
2459793 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.678233 -0.684933 0.095020 -0.142142 -0.302407 -1.415126 -0.496944 -1.279703 0.0594 0.0712 0.0073 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 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.580569 -0.370462 -0.693843 2.363718 0.163777 -0.013787 -0.546344 -1.370423 0.0559 0.0721 0.0062 1.317796 1.312528
2459790 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.463066 -0.532177 -0.031931 2.087322 -0.026905 1.266404 -0.057072 -1.342956 0.0581 0.0649 0.0057 0.905479 0.922792
2459789 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.927249 -0.252293 1.081304 1.129838 0.421925 -0.899363 1.185448 -2.332410 0.0550 0.0652 0.0067 0.000000 0.000000
2459788 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.967584 -0.399573 1.246737 1.564454 1.256995 0.169323 0.273880 -1.304354 0.0486 0.0531 0.0032 0.000000 0.000000
2459787 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.799339 -0.603891 0.810105 1.164507 0.198856 -0.417642 -0.226909 -1.583754 0.0637 0.0655 0.0066 0.000000 0.000000
2459786 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.815531 -0.687544 0.244175 2.083203 0.409354 0.665221 0.890854 -1.315716 0.0805 0.0814 0.0180 1.743739 1.737287
2459785 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
2459784 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.697669 0.560859 0.175203 6.942694 0.303299 4.894017 1.423096 -1.378634 0.0554 0.0729 0.0057 40.886587 36.948608
2459783 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.901359 -0.658270 -0.930624 0.098275 -0.623919 -0.804780 -0.400555 -1.230301 0.5336 0.5343 0.3200 3.096511 3.875043
2459782 RF_maintenance 0.00% 10.75% 5.38% 0.00% 100.00% 0.00% -0.885162 -0.601505 -0.382714 0.084280 -0.801495 -0.631028 -0.807795 -1.177120 0.4974 0.4980 0.3111 3.108255 3.357916
2459781 RF_maintenance 100.00% 50.85% 52.15% 0.00% 100.00% 0.00% 0.806875 1.428128 2.041535 1.419550 16.302356 16.378765 -0.496083 -0.699018 0.7397 0.6484 0.2724 0.000000 0.000000
2459778 RF_maintenance 0.00% 2.69% 0.00% 0.00% 100.00% 0.00% -0.992149 -0.193630 -0.647948 0.090025 -0.719258 -0.984711 -0.789747 -1.253059 0.6967 0.6042 0.4159 4.046387 4.286715
2459776 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.054520 0.460453 -1.098703 0.398579 0.080444 -0.749170 -0.470774 -1.452825 0.7352 0.6350 0.4250 5.278501 4.595883
2459774 RF_maintenance - 2.60% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7018 0.6013 0.4105 nan nan
2459773 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.750163 -0.278479 0.262949 -0.851921 -0.256129 1.473175 0.232448 -0.536263 0.1762 0.1804 -0.2623 2.056918 2.019362
2459772 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -1.044686 -0.507939 -0.168426 -0.014260 -1.145888 0.840922 0.100021 -0.002460 0.1935 0.1991 -0.2576 2.257472 2.108203
2459771 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.912705 -0.245760 0.037073 -0.104596 -0.210317 0.550619 0.146492 0.976489 0.2929 0.2920 -0.2860 2.782685 2.753562
2459770 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.977559 0.016322 0.640034 -0.767567 0.372707 1.614527 0.376330 1.311583 0.1750 0.1770 -0.2715 2.239841 1.980037
2459769 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -1.042103 -0.134612 0.300738 -0.822240 0.575962 0.442000 0.000960 -0.461535 0.1691 0.1718 -0.2762 1.984360 1.799860
2459768 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.853195 -0.069859 0.026020 -0.821176 0.558780 1.887308 0.407178 -0.052614 0.1721 0.1766 -0.2822 2.191100 1.937376
2459767 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.946044 -0.257196 0.081113 -0.029626 -0.714139 1.735889 0.298685 0.405505 0.2288 0.2338 -0.2588 2.091376 1.959241
2459766 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -1.054953 -0.247807 0.193360 0.040275 0.176892 1.081824 0.083494 0.153182 0.1816 0.1857 -0.2790 1.986316 1.802699
2459765 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.617921 0.440858 0.493979 -0.766411 1.792097 3.474073 0.210566 -0.458255 0.1806 0.1842 -0.2815 1.891997 1.915984
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.494754 0.571577 0.373856 -0.396834 0.392594 4.830233 0.551956 2.676860 0.2092 0.2174 -0.3250 2.601677 2.233583
2459761 RF_maintenance 0.00% 0.00% 0.00% 100.00% 100.00% 0.00% -0.494624 0.302871 0.354829 -0.427789 0.666305 0.952172 0.791828 -0.356623 0.1844 0.1763 -0.2925 2.065407 1.990326
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.189107 111.539613 138.168411 152.613770 128.030307 191.398835 2065.299470 2926.042844 0.0175 0.0163 0.0010 0.000000 0.000000
2459759 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.961884 13.251300 0.196478 27.761513 -0.210110 2.929038 0.593893 3.827411 0.4961 0.0717 0.2537 2.605011 1.375457
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459757 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.642721 14.972379 0.289179 39.417202 0.179435 5.869229 0.068082 5.276825 0.7006 0.0556 0.3516 3.426029 1.501962
2459755 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.792945 22.594276 0.615078 37.720264 0.501644 8.181825 0.801963 3.966577 0.5656 0.0569 0.2800 3.388427 1.877097
2459754 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.324217 18.847661 0.443735 32.483820 1.339566 5.998638 2.109823 4.433514 0.5587 0.0554 0.2868 3.528602 1.636736
2459753 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.079581 25.674483 0.723500 40.406901 0.426131 7.018776 0.401336 4.915102 0.5657 0.0602 0.3300 3.389064 1.612054
2459752 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.653002 29.449993 2.262691 92.308904 1.621821 18.461460 1.738743 5.562094 0.5830 0.0574 0.4250 0.000000 0.000000
2459750 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.890092 32.265641 0.659948 94.782436 1.014962 26.003905 2.739562 4.435156 0.7029 0.0647 0.4331 5.926471 1.703800
2459749 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.663928 23.982710 0.771627 39.986859 1.037511 5.168981 0.414254 5.739758 0.6055 0.0564 0.3183 4.211192 1.686757
2459748 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.558966 22.720032 0.747284 51.058696 2.192876 9.693834 0.443477 5.942777 0.6192 0.0588 0.4004 3.804023 1.621923
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.313872 13.243201 0.049080 7.118214 -0.792134 -0.097350 -0.154291 4.067425 0.0340 0.0946 0.0036 nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 49.779659 67.993894 57.859589 69.764331 135.788477 155.723014 798.342326 1118.755399 0.0179 0.0168 0.0009 nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.720380 74.910583 68.594380 63.306987 82.510855 55.935792 1174.469406 797.368567 0.0173 0.0165 0.0005 0.907050 0.912039
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 30.931788 39.381856 45.601385 41.667622 95.633475 105.970920 2000.131685 1502.761006 0.0178 0.0166 0.0010 nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.661521 99.867450 263.002505 268.141532 42.579983 37.522073 1250.554559 1067.274844 0.0175 0.0166 0.0008 1.062737 1.060843
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 32.158780 48.822567 58.670339 63.815067 250.867832 288.065400 1183.827608 1175.285122 0.0181 0.0166 0.0013 nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 62.820810 75.555445 77.649334 61.448831 510.242302 330.327057 1386.567877 851.725922 0.0178 0.0170 0.0006 nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.965303 17.931331 1.506512 15.013546 -0.646530 1.212230 0.269845 5.020817 0.0307 0.0559 0.0040 nan nan
2459738 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.094236 26.248390 1.524033 110.433326 1.153853 23.770075 0.257431 8.701361 0.6815 0.0661 0.4991 4.415726 2.093925
2459736 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.888127 17.528232 -0.025568 44.279545 0.097091 7.278331 -0.104084 5.250911 0.7096 0.0714 0.5162 3.023333 1.463988
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.338216 14.367895 -0.004229 6.864064 -1.324546 0.487696 -0.100826 2.365841 0.0304 0.0379 0.0031 nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.286340 12.924537 -0.111338 6.931141 -0.441747 0.948494 -0.037848 2.529133 0.0339 0.0611 0.0032 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.764136 17.115905 0.034694 7.961962 -0.803833 0.484834 -0.384367 3.346296 0.0349 0.0574 0.0030 nan nan
2459731 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.220295 30.279575 0.815444 85.717072 1.360132 35.024093 0.078269 5.887022 0.6775 0.0681 0.5029 4.234736 1.595090
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.557774 12.916006 -0.013987 7.044096 -1.048910 1.242568 -0.218602 2.523494 0.0390 0.0433 0.0037 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% - - 0.565195 8.728471 0.040383 5.391672 -1.155116 0.940269 -0.254583 3.258937 0.0296 0.0429 0.0033 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.733059 12.585604 0.257422 6.789705 -0.714820 1.775651 -0.160062 3.894627 0.0296 0.0389 0.0033 nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.637005 10.201872 -0.048589 5.965735 -0.897033 1.032039 -0.474484 1.661965 0.0329 0.0411 0.0039 nan nan
2459722 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.555955 37.065897 1.569499 116.417966 1.409995 21.172713 0.833780 12.709330 0.6953 0.0703 0.5088 3.765887 1.544968
2459720 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.547249 -0.783037 0.234053 -0.514668 -1.114986 1.476291 -0.584310 -0.720073 0.0317 0.0385 0.0010 nan nan
2459719 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.463848 -0.867586 -0.085660 -0.586963 -1.093356 -0.118297 -0.598833 -0.636261 0.0295 0.0374 0.0011 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 0.00% 100.00% 100.00% 0.00% - - 0.403439 -0.785164 0.114226 -0.199001 -0.389360 0.033226 -0.648876 -0.463087 0.0294 0.0367 0.0025 nan nan
2459716 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.471568 -0.842996 0.008975 -0.439959 -0.532666 1.479184 -0.476592 -0.306421 0.0293 0.0317 0.0009 nan nan
2459715 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.175316 -0.585106 0.588046 -0.437472 0.426455 -0.431110 0.171259 -1.037250 0.6702 0.5822 0.4422 3.515806 3.572984
2459713 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.632115 -0.886499 0.237475 -0.298496 -0.084834 1.614889 -0.541775 -0.357592 0.0294 0.0357 0.0022 nan nan
2459712 RF_maintenance 0.00% 5.38% 16.13% 0.00% 100.00% 0.00% -0.063059 -0.614941 1.887874 -0.926314 1.608213 -0.051169 -0.781040 -1.248701 0.5573 0.5414 0.3442 3.410603 3.601490
2459711 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.948176 -0.172961 -0.476342 -0.815373 1.258084 1.956312 2.813159 2.369680 0.0338 0.0372 0.0013 nan nan
2459710 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -1.009596 -0.111291 -0.687444 -0.774114 -0.320633 0.965148 -0.668603 -0.709702 0.0301 0.0337 0.0008 nan nan
2459708 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.782565 0.058809 0.765815 -0.931134 1.204653 -0.193125 1.555578 -0.064877 0.6616 0.5836 0.4227 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.692014 0.717646 -1.059790 -1.081156 -1.445977 -1.555869 -0.050016 -0.636845 0.0333 0.0392 0.0022 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.914471 -0.054349 -0.631978 -0.644053 -0.924572 0.069868 -0.596578 -0.817138 0.0306 0.0424 0.0029 nan nan
2459705 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.381504 -0.831809 0.819955 0.049220 -0.757284 -0.202768 -0.435434 -0.591672 0.0292 0.0399 0.0020 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459702 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.122867 0.522473 0.425619 -0.932166 1.336900 1.229745 -0.028998 -0.588542 0.6107 0.6164 0.3319 0.000000 0.000000
2459701 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.625789 -0.348673 0.482250 -0.784980 1.088676 0.452611 1.003676 -0.063915 0.6329 0.6308 0.3279 4.359968 5.002865
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4678.421764 4678.421764 4356.617150 4356.617150 3030.793768 3030.793768 14955.153213 14955.153213 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 847.265339 847.265339 759.875195 759.875195 825.738871 825.738871 3292.386944 3292.386944 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 738.351918 738.351918 727.192407 727.192407 677.374559 677.374559 2229.304599 2229.304599 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 0.00% 0.00% 0.54% 0.00% 100.00% 0.00% -0.541843 -0.053779 0.010128 -0.580718 0.385273 -0.504576 0.631762 -0.806923 0.6169 0.5757 0.4023 3.678334 3.982952
2459693 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.043939 -0.255064 0.861201 -0.972107 1.312577 0.551419 1.282788 -0.826510 0.6771 0.6611 0.3100 5.877287 7.003801
2459692 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.123224 -0.761259 0.998353 -0.570904 4.564003 0.338928 0.104407 -0.607826 0.7096 0.7406 0.2425 5.108728 5.612505
2459691 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.321247 -0.009229 0.374806 -1.058980 0.793454 0.769101 1.535014 0.598395 0.5675 0.5752 0.3598 5.583476 6.431867
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.588427 0.200872 0.856923 -0.854340 3.338122 4.037257 4.964243 1.970478 0.6070 0.6056 0.3725 3.487966 3.918244
2459689 RF_maintenance 0.00% - - - - - 1.478001 1.143929 1.256357 -0.656466 0.894815 0.157891 0.073426 -0.378769 nan nan nan nan nan
2459688 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.157927 3.906238
2459687 RF_maintenance 0.00% 98.92% 99.46% 0.00% - - 0.898487 0.918942 0.616349 -0.661422 -0.023138 -0.136361 0.251373 0.608346 0.3467 0.3093 0.1780 nan nan
2459686 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.650342 -0.089492 0.549623 -0.885722 0.000303 0.733307 1.777385 0.049123 0.5943 0.5954 0.3652 3.431951 3.679492
2459685 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.305810 -0.094363 0.507685 -0.782959 0.101417 0.606484 2.055716 -0.080071 0.6065 0.6023 0.3677 5.548076 5.211870
2459684 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
2459676 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.018294 0.337602 1.237287 -0.784021 2.110111 0.552034 -0.113987 -0.651750 0.6141 0.6152 0.3715 5.557980 5.986058
2459675 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.383450 -0.171724 0.484059 -0.811415 0.102946 -0.804768 -0.060698 -0.234765 0.6221 0.6218 0.3676 4.300515 5.351420
2459674 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.020961 0.259015 0.255804 -0.637336 0.611372 0.958100 1.068477 -0.083632 0.6061 0.6122 0.3758 5.396646 6.233351
2459673 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.051481 -0.233772 1.064495 -0.732453 1.055600 0.036666 -0.284081 -0.811553 0.6229 0.6098 0.3812 0.000000 0.000000
2459672 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.288574 0.328246 0.836775 -0.828168 0.511103 0.500699 1.028127 -0.159723 0.6149 0.6173 0.3766 0.000000 0.000000
2459671 RF_maintenance 0.00% 32.97% 32.97% 0.00% 100.00% 0.00% 0.224139 0.082997 0.881549 -0.528109 0.876142 0.031481 -0.142971 -0.971963 0.5118 0.4976 0.3057 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 0.00% 100.00% 100.00% 0.00% - - -0.938875 -0.245332 0.150066 -0.594045 -1.021908 0.321875 -0.559555 -0.403729 0.0284 0.0349 0.0012 nan nan
2459668 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.399916 -0.153260 0.850056 -1.063501 0.883552 -0.376135 -0.026640 -0.572619 0.6582 0.6457 0.3485 4.474861 5.781178
2459665 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.181116 -0.157396 0.758033 -0.883605 -0.426183 0.046344 0.261402 -0.600319 0.6218 0.6213 0.3871 5.686087 7.013557
2459664 RF_maintenance 0.00% 37.33% 11.94% 0.00% - - 0.420426 1.414439 0.749917 -0.155813 0.010042 0.019312 -0.942363 -0.688280 0.0491 0.2014 0.0248 nan nan
2459663 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.112891 2.904799 2.186861 -0.704586 0.834431 0.600358 0.291063 -0.770620 0.5976 0.5835 0.3658 13.166129 18.162660
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.929017 0.197957 -0.286977 -0.833582 15.082648 2.728001 -0.476992 1.514716 0.0290 0.0428 0.0015 nan nan
2459661 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.692600 -0.101354 1.117758 -1.145936 0.018069 -0.210734 -0.835798 -0.825750 0.6409 0.6254 0.3293 5.037555 6.796189
2459660 RF_maintenance 0.00% 0.64% 0.64% 0.00% 100.00% 0.00% -0.711065 0.037510 0.668484 -0.911512 -0.219558 -0.452793 -0.490337 -0.369644 0.6129 0.5940 0.3456 5.103696 6.690266
2459659 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.025125 0.304226 0.318791 -1.024110 0.165065 0.157746 0.345570 -0.585901 0.5909 0.5883 0.3505 4.083255 5.067699
2459658 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
2459657 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.245723 -0.053426 0.481436 -1.036171 -0.462569 -0.407561 -0.096819 -0.507291 0.6124 0.5981 0.3568 4.201739 5.179884
2459656 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.348039 0.382586 -0.479942 -0.741703 -0.515496 -0.410695 0.099919 -0.756443 0.5878 0.5914 0.3549 4.929688 6.314393
2459655 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.664255 0.608688 0.028870 -0.544822 -1.033689 0.492758 -0.936207 -0.984278 0.0312 0.0400 0.0014 nan nan
2459653 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.094668 -0.338017 -0.199761 -0.132440 -0.319123 -0.394909 -0.313659 -0.913756 0.5992 0.6005 0.3579 3.808698 4.220086
2459652 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.207207 -0.171304 0.459096 -1.086295 -0.006872 -0.985899 -0.495047 0.042054 0.6037 0.6032 0.3584 5.453133 6.056265
2459651 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.948013 1.467786 2.231490 -0.732427 7.406653 0.846248 3.907269 -0.649095 0.7986 0.8298 0.1433 41.504192 33.078088
2459650 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.829174 3.706854 0.671831 -0.573937 2.466101 2.109439 1.276140 -0.853032 0.7370 0.7382 0.2721 5.817682 7.822600
2459649 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.211838 0.063317 -0.114786 -0.833930 -0.884661 -0.474464 0.179419 -0.260948 0.6342 0.6258 0.3320 4.375134 5.156335
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% 3.313272 3.313272 3.407100 3.407100 59.120557 59.120557 43.352558 43.352558 0.2084 0.2084 0.0000 0.028174 0.028174
2459646 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.375734 -0.214127 0.011034 -0.822173 0.889213 -0.494756 -0.053613 -0.830777 0.5446 0.5511 0.3062 4.366122 5.262255
2459645 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.024071 -0.402667 0.099278 -1.059628 0.838911 -1.119214 -0.338801 -0.737890 0.6603 0.6899 0.2434 6.006325 7.998236
2459642 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.393749 0.058478 0.017013 -0.917215 -0.256563 -0.016398 -0.102781 -0.626846 0.5324 0.5390 0.3040 4.208527 4.772324
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4658 0.4612 0.0032 nan nan
2459640 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.199846 0.013828 0.243657 -0.686202 -0.845239 0.063177 0.075506 -0.659340 0.5321 0.5392 0.3045 4.318277 5.070138
2459639 RF_maintenance 0.00% 3.78% 7.02% 0.00% 100.00% 0.00% -0.850899 -0.133474 0.192623 -0.949703 0.373280 -0.549938 -0.194245 -0.347361 0.5395 0.5408 0.3008 3.790625 4.472647
2459638 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6510 0.6885 0.2702 nan nan
2459637 RF_maintenance 0.00% 0.00% 1.08% 0.00% 100.00% 0.00% -0.242984 0.085465 0.647193 -0.891348 -0.818888 0.180189 -0.670540 -0.517583 0.5227 0.5233 0.3039 4.034713 4.864395
2459636 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.176836 -0.075818 0.486540 -0.941827 -1.069201 0.380268 -0.811224 -0.641470 0.5257 0.5241 0.3056 4.209333 5.032257
2459635 RF_maintenance 0.00% 0.54% 0.54% 0.00% 100.00% 0.00% -0.214280 -0.120443 0.117808 -0.906665 -1.446362 -0.045562 -0.677313 -0.810322 0.5301 0.5274 0.3079 4.834901 6.123164
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.750521 1.750521 1.748577 1.748577 1.467221 1.467221 1.441929 1.441929 1.0000 1.0000 0.0000 0.501488 0.501488
2459633 RF_maintenance 0.00% 1.67% 4.38% 0.00% 100.00% 0.00% 0.144918 -0.100072 0.365870 -0.957119 -1.106461 0.646143 -0.331698 -0.670481 0.5193 0.5197 0.3250 4.438639 5.122759
2459632 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.456283 -0.337900 0.217325 -0.828789 -1.030011 0.002150 -0.744466 -0.687136 0.5308 0.5300 0.3191 4.327462 4.958007
2459631 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.201929 -0.209382 0.282894 -0.801566 -0.680280 0.545442 -0.795009 -0.676526 0.5358 0.5373 0.3164 5.023715 6.421671
2459630 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.333807 -0.191262 0.049269 -1.002153 -1.260107 0.683566 -0.620764 -0.583875 0.5375 0.5374 0.3150 6.684653 8.869622
2459629 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.015549 -0.237643 0.592500 -0.812386 -0.744646 0.444564 -0.679323 -0.559004 0.5574 0.5515 0.3066 5.169132 6.452773
2459628 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.361928 -0.205572 0.125041 -0.887521 -0.940332 0.201915 0.035566 -0.239921 0.5327 0.5324 0.3218 3.684793 4.100335
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.740558 2.740558 2.760930 2.760930 2.817170 2.817170 2.657411 2.657411 1.0000 1.0000 0.0000 0.075273 0.075273
2459626 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.002487 0.106491 -0.323309 -0.952279 -0.002870 -0.116817 0.794801 0.516914 0.5509 0.5521 0.3241 3.626618 3.959830
2459625 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.213059 -0.547644 0.542618 -0.680359 -1.058928 0.515592 -0.529783 -0.533938 0.5471 0.5474 0.3239 4.028258 5.098652
2459624 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.309880 -0.255320 -0.127510 -0.805211 -1.338072 0.132377 -0.074710 -0.059288 0.5514 0.5507 0.3175 6.493520 7.630194
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.419550 0.655862 0.857230 -0.415637 -0.275202 0.837514 1.958581 1.226664 0.5327 0.5344 0.3360 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 3.156630 1.144022 -0.392801 -0.904664 3.469833 1.796502 6.520576 1.116885 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.815902 -0.271391 -0.257247 -0.119944 -0.284634 -0.158768 -0.675452 -0.108732 0.0298 0.0609 0.0033 nan nan
2459619 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.136854 0.093998 0.425563 -0.575288 -0.400392 0.554302 0.228239 -0.272388 0.5305 0.5270 0.3403 0.000000 0.000000
2459618 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.123055 0.281076 0.428152 -0.381417 -0.548861 1.146732 1.155295 0.453654 0.5524 0.5528 0.3414 7.713379 10.329853
2459617 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.128501 0.415527 -0.020812 -0.803354 -0.552890 1.599979 1.970113 1.614793 0.5630 0.5655 0.3266 10.125827 12.396847
2459616 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.046628 0.065056 1.103811 0.002728 -0.603496 1.611412 0.604021 -0.180325 0.5662 0.5645 0.3450 8.126038 10.584224
2459615 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.068412 0.069030 0.211465 -0.671976 -0.202643 0.676759 0.088569 -0.463273 0.5547 0.5572 0.3493 0.000000 0.000000
2459614 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.143480 -0.205791 0.054679 -0.933457 -0.592344 0.159004 0.500685 -0.545612 0.5623 0.5603 0.3508 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 0.00% 67.57% 67.57% 0.00% 100.00% 0.00% 0.354869 -0.384548 0.091800 -0.292193 -0.734684 -0.222309 -0.499257 -0.315540 0.3848 0.4150 0.2234 23.305967 39.009989
2459611 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.841245 0.045648 0.411340 -0.580733 23.942711 -0.342186 0.020868 0.011245 0.5498 0.5908 0.3301 5.177414 5.920131
2459610 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.338729 -0.493719 0.340752 0.005433 -0.991245 1.086846 -0.458290 -0.477362 0.6127 0.6214 0.3011 5.273709 6.296645
2459609 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.671607 -0.294692 0.829500 0.547729 -0.426926 1.648140 -0.160518 -0.274110 0.5905 0.5961 0.3096 4.054260 5.245843
2459608 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.530314 -0.053046 0.808294 0.228057 -0.574435 1.405424 0.928469 0.314411 0.5724 0.5797 0.3565 5.451982 6.293887
2459607 RF_maintenance 0.00% 41.62% 41.62% 0.00% 100.00% 0.00% -0.036632 -0.503500 0.826110 0.945125 0.671103 1.140048 0.331092 -0.464130 0.3589 0.3646 0.2197 4.240834 4.259509
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.717281 -0.450747 -0.494990 -0.389583 -0.810256 0.406015 -1.633626 -0.074281 0.0837 0.0909 0.0051 nan nan
2459604 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.619877 -0.247809 0.704689 -0.261384 -0.297209 1.313022 0.173196 0.362754 0.6148 0.6197 0.3069 5.956084 7.381194
2459603 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.325443 -0.190455 1.266507 0.465048 0.279735 0.955572 0.870128 0.706222 0.6889 0.7060 0.3043 5.247129 5.874276
2459602 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.902975 -0.137266 1.271821 0.271118 -0.406212 1.355554 -0.405776 -0.330915 0.5877 0.6104 0.3437 3.898045 4.394920
2459598 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.509576 0.139068 0.656552 0.199480 -0.618320 0.399722 0.345856 0.279693 0.5953 0.6020 0.3598 3.960669 4.072600
2459597 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.021863 -0.355849 1.193070 0.683405 -0.763364 1.509476 -0.185686 0.100774 0.5899 0.6023 0.3309 3.526870 3.787200
2459596 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.291845 -0.445324 0.740119 0.050869 -0.331761 0.206728 0.996094 -0.226039 0.6011 0.6081 0.3481 4.196115 4.405442
2459595 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.553688 -0.393142 0.882514 -0.570956 1.561192 -1.216150 1.957837 -0.102421 0.6896 0.7031 0.2331 4.764117 6.542073
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.655530 -0.881258 2.117320 -0.274561 0.292776 1.166998 1.093762 0.038727 0.7192 0.7580 0.2842 12.324383 15.282477
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.680382 -0.321276 0.671635 0.218171 -0.859979 0.326321 -0.683087 -0.720710 0.6582 0.6530 0.2665 4.360012 4.998784
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.191946 -0.817727 -0.115247 -0.565798 -1.460525 0.286192 -1.938057 -0.088010 0.0290 0.0564 0.0026 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 355.601531 355.581627 inf inf 81.963282 85.333323 980.811089 999.629463 nan nan nan 0.000000 0.000000
2459590 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.209859 -0.119386 1.146911 -0.108680 -0.653677 1.554135 -0.679546 -0.655514 0.6007 0.6115 0.3633 5.734759 6.228639
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.713187 -0.390687 0.706385 -0.535904 3.180225 -0.728088 0.440200 -0.140677 0.6218 0.6393 0.2971 4.393087 5.036847
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.015921 -0.338765 1.061415 0.270103 -0.185283 0.281199 -0.041687 0.033015 0.6895 0.6764 0.2503 4.818045 4.972611
2459587 RF_maintenance 0.00% - - - 100.00% 0.00% 1.146947 0.080349 1.651861 0.910546 0.907842 1.875858 1.085468 1.614707 nan nan nan 3.937182 4.480134
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.051154 -1.015142 -0.593533 -0.728354 -0.645467 0.547963 -0.290018 -0.264742 0.5997 0.6153 0.3467 3.394413 3.521258
2459585 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.284525 -0.524581 -0.998589 -0.826023 -0.326822 -0.787415 -1.117063 -0.180610 0.0312 0.0623 0.0028 0.000000 0.000000
2459584 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.871071 -0.203483 -0.084331 0.852539 -0.724097 -0.535569 0.304496 -0.176535 0.5491 0.5630 0.3586 4.754516 4.080428
2459583 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.255470 0.196685 -0.612669 -0.141263 -0.577518 0.512287 3.109563 0.933201 0.5978 0.6141 0.3786 3.951918 4.162466
2459582 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.921468 0.059253 -0.249610 0.003515 -0.397377 0.185689 1.967526 0.430511 0.6066 0.6198 0.3791 3.625030 3.730010
2459581 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.327287 -0.329021 -0.953229 0.292399 -0.675991 0.038271 -0.272767 -0.696545 0.6060 0.6170 0.3848 3.679429 3.745521
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.252245 -0.450820 -0.184937 0.398505 -1.296371 -0.456646 0.432109 -0.206014 0.6147 0.6271 0.3776 4.142113 4.220292
2459579 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.093699 -0.148385 -0.165455 0.434056 -1.129549 -0.312800 -0.430682 -0.422809 0.6110 0.6226 0.3834 4.928365 5.154355
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.328143 0.646187 -0.813030 -0.033467 -1.335660 0.846767 -0.787479 -1.106193 0.0297 0.0576 0.0039 nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.557602 -0.219929 -0.848849 0.242320 -1.116287 -0.260293 -0.391770 -0.838920 0.6067 0.6191 0.3805 4.273567 4.337134
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.371725 -0.238642 -0.694177 -0.048161 -0.853849 -0.323646 -0.305657 -0.731153 0.6322 0.6468 0.3835 4.402860 4.778720
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.153181 -0.445862 -0.697399 -0.338181 0.010738 0.461695 -0.704165 -0.581108 0.6984 0.7087 0.3365 4.731892 5.291217
2459574 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.115060 -0.416475 -0.888477 -0.377784 -0.940199 -1.591991 -1.059985 -0.937586 0.6310 0.6438 0.3866 3.664456 3.852862
2459573 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.002958 -0.330422 -0.462195 0.343495 -1.209040 0.105578 -0.809531 -0.517782 0.6273 0.6400 0.3850 3.552082 3.793703
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.314171 -0.480201 -0.687140 -0.141355 -1.048794 -0.306904 -0.434872 -0.467128 0.6281 0.6399 0.3835 4.531993 4.885048
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.085125 -0.459679 -0.719715 -0.546890 2.428734 3.064064 0.171113 1.075234 0.7101 0.7230 0.2487 4.407440 4.293565
2459566 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.155194 -0.709790 -0.671851 -0.210872 -1.387639 -0.323034 -0.722945 -0.881543 0.6254 0.6390 0.3906 3.328852 3.519432
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 1.059218 1.059218 0.968690 0.968690 -0.627210 -0.627210 -0.758470 -0.758470 nan nan nan 0.000000 0.000000
2459564 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
2459563 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.017638 -0.784025 -0.182099 0.875692 -1.390805 1.302951 -0.309265 -0.483192 0.6311 0.6404 0.3851 3.545926 3.765083
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.807526 -0.966501 -0.469882 -0.685399 0.102364 0.374739 -0.016179 -0.258756 0.6316 0.6450 0.3869 3.256575 3.164381
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.528440 -0.567427 -0.578472 -0.757058 -0.003372 0.719607 0.415261 -0.196440 0.6354 0.6538 0.3862 2.839785 2.993002
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.323693 -0.727095 -0.398040 -0.825283 0.399855 0.874948 1.185295 -0.114487 0.6322 0.6454 0.3904 3.009518 2.966976
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.823533 -1.172684 -0.584969 -1.023520 0.294454 0.739625 0.670333 -0.351095 0.6343 0.6488 0.3791 3.488463 3.351432
2459558 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.223100 -0.537928 -0.233435 -0.166869 -1.408257 0.655904 0.545834 -0.349395 0.6385 0.6497 0.3866 3.124313 3.253296
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0295 0.0704 0.0035 nan nan
2459556 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.120081 -0.548961 -0.162997 -0.250924 -0.946137 0.964300 0.352006 -0.244465 0.6313 0.6442 0.3903 3.050235 3.250688
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6394 0.6513 0.3955 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6142 0.6502 0.3958 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.651398 -0.158334 0.030561 0.955762 9.200008 -1.361311 0.085351 -0.247737 0.6186 0.6531 0.3949 8.069767 10.065643
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.540313 -0.665446 -0.652768 -0.868476 0.245222 0.603752 -0.099925 -0.360322 0.6296 0.6453 0.3917 4.013390 3.623340
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0420 0.0643 0.0029 nan nan
2459549 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.211300 -0.408802 -0.601657 -0.331231 -1.044291 0.424268 0.071506 -0.714254 0.6333 0.6511 0.4011 2.980428 3.125021
2459542 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.199241 -0.174605 -0.747427 0.424147 -0.751860 0.000106 -0.792081 -0.845325 0.7023 0.7126 0.3585 3.309204 3.317223
2459541 RF_maintenance 0.00% 1.79% 1.79% 0.00% 100.00% 0.00% 1.301941 0.012751 0.054062 0.061934 0.112254 0.135706 -0.042076 0.900391 0.6884 0.6994 0.3359 3.788793 4.032033
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.251618 -0.046322 -0.684320 -0.379760 -0.819587 0.684480 -0.264228 -0.077757 0.7017 0.7050 0.3486 3.076939 3.200336
2459536 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.280701 -0.074076 0.014732 1.151890 -0.810334 -0.410058 -0.903549 -1.126190 0.0802 0.0955 0.0187 0.000000 0.000000
2459535 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.084614 -0.379376 -0.463687 -0.417320 -0.665771 -0.619681 -0.063204 -0.293590 0.0934 0.0851 0.0201 0.971130 0.979143
2459534 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.416398 -0.342275 -0.371730 -0.346886 -0.360755 -0.249642 0.316916 -0.273107 0.0924 0.0841 0.0190 3.430905 4.115405
2459533 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.790822 0.250311 -0.321769 -0.341226 -1.096382 1.148433 -0.752328 -0.133445 0.0901 0.0936 0.0218 -0.000000 -0.000000
2459532 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.388512 0.051798 -0.139075 -0.130965 -1.377926 0.731082 -0.761334 -0.644495 0.0882 0.0885 0.0190 -0.000000 -0.000000
2459530 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.337622 -0.505707 -0.445542 -0.660463 0.212798 0.505028 0.049927 -0.192988 0.0956 0.0992 0.0227 17.408057 25.889986
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 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.216858 -0.358609 -0.581310 -0.095990 -1.236750 1.020201 0.009566 -0.612635 0.9066 0.9337 0.3188 0.000000 0.000000
2459523 RF_maintenance 0.00% - - - 100.00% 0.00% 0.942277 0.211684 -1.029310 0.868103 -0.410049 2.093698 -0.524125 -0.705305 nan nan nan 7.196464 7.636719
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.930316 0.726766 -0.464520 0.900924 -0.697216 4.695337 -0.017705 -0.584745 0.6066 0.6870 0.4196 0.000000 0.000000
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.010634 0.412225 -0.829612 -0.678874 0.201975 0.259648 -0.665661 -0.676614 0.0427 0.0645 0.0046 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.580257 -0.016476 -0.762794 0.421823 -0.254146 -0.151870 -0.418629 -0.266083 0.9009 0.9521 0.2043 0.000000 0.000000
2459505 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.151003 -0.019185 0.099112 -0.679698 -1.447456 0.935706 -0.639939 -0.466877 0.8779 0.8587 0.2014 10.468258 16.117977
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.028906 0.109107 0.232668 -0.830049 -0.637558 -0.844215 -0.861267 -0.232807 0.8543 0.8495 0.4751 0.000000 0.000000
2459501 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.296527 0.486523 0.287743 -0.462757 -0.547444 1.162441 -0.444697 -0.777739 0.8513 0.8923 0.3888 0.000000 0.000000
2459500 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.302463 0.508451 -0.313133 -0.251821 -0.275689 -0.622462 -0.659922 -0.768690 0.8586 0.8867 0.3759 0.000000 0.000000
2459499 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.312952 0.416186 -0.406726 -0.314191 -0.482344 -0.657771 -0.694431 -0.815757 0.8791 0.9367 0.1821 0.000000 0.000000
2459498 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.350535 0.252111 0.000005 -0.826455 0.212011 -0.953616 -0.747342 -0.375115 0.8663 0.8872 0.4140 0.000000 0.000000
2459497 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.075526 -0.034120 0.387747 -1.012475 0.624721 -0.420873 -0.812084 -0.490661 0.8844 0.9277 0.3406 0.000000 0.000000
2459496 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.545058 -0.005379 -0.050364 -0.690274 -0.061196 -0.540979 0.334715 0.164812 0.8949 0.9041 0.3899 0.000000 0.000000
2459495 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.482610 0.044507 -0.117974 -0.817179 -0.190443 -0.499690 1.014971 0.743262 0.8905 0.8990 0.4266 0.000000 0.000000
2459494 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.462139 0.201568 -0.315083 -0.584772 -0.184442 -0.115378 -0.830103 -0.396661 0.8801 0.8907 0.4353 0.000000 0.000000
2459492 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.516140 0.511907 0.667625 0.775136 -0.009928 1.480797 -1.413178 0.164714 0.7385 0.8003 0.3329 9.543840 8.377855
2459491 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.324016 0.050396 0.935119 1.102794 -0.345209 2.036527 -1.194735 -0.918526 0.7774 0.8149 0.2764 2.489094 2.364958
2459490 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.558865 -0.135904 0.890188 1.928922 -0.163687 1.332499 -1.529513 -0.835132 0.7304 0.7982 0.3853 6.355799 4.967911
2459489 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.760293 0.524854 0.591455 1.221260 -0.082625 1.959272 -0.689150 -0.673642 0.7464 0.8027 0.3330 5.615862 4.328121
2459488 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.761229 0.483921 0.309391 1.032954 -0.750564 1.754313 -1.353131 -0.710793 0.7466 0.8066 0.3650 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 112: 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
112 N10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 112: 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
112 N10 digital_ok nn Power 1.108593 -0.008948 -0.853242 1.108593 -0.277025 -0.951834 -0.936374 -1.426568 0.242430

Antenna 112: 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
112 N10 digital_ok ee Temporal Discontinuties 1.136673 -0.457295 -0.717350 0.972292 -0.236170 -0.836915 -0.053389 -1.308237 1.136673

Antenna 112: 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
112 N10 digital_ok nn Power 0.976179 -0.420844 -0.992680 0.976179 -0.885732 -0.274372 0.767050 -1.773806 -0.678647

Antenna 112: 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
112 N10 digital_ok ee Power inf 388.758261 389.242861 inf inf 9091.857309 9094.926274 30285.100916 30300.233354

Antenna 112: 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
112 N10 digital_ok nn Power 1.658692 -0.661720 -0.512605 -0.221594 1.658692 -0.223408 0.287482 0.769477 -1.373437

Antenna 112: 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
112 N10 digital_ok ee Temporal Variability 1.022832 -0.430466 -0.733380 0.859832 -0.653203 -0.336400 1.022832 -0.044863 0.414850

Antenna 112: 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
112 N10 digital_ok nn Power 1.188182 -0.836938 -0.665009 -0.614755 1.188182 0.348163 -1.151640 -0.642335 -1.674147

Antenna 112: 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
112 N10 digital_ok nn Power 0.765360 -0.626951 -1.094315 0.765360 -0.647217 -0.447398 -0.172808 -1.098286 -0.452361

Antenna 112: 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
112 N10 digital_ok nn Power 0.693016 -0.265767 -0.454304 0.693016 -0.508674 0.273945 -0.391446 -1.839751 -0.776032

Antenna 112: 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
112 N10 digital_ok nn Power 0.456366 -0.474941 -0.767958 0.456366 -0.512594 -0.107617 -0.025088 -1.685342 -0.109107

Antenna 112: 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
112 N10 digital_ok nn Power 1.063028 -0.395272 -0.145571 1.063028 -0.476129 -0.498899 -0.827884 -1.308650 0.437031

Antenna 112: 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
112 N10 digital_ok ee Temporal Discontinuties 1.146537 -0.591058 -0.616395 -0.278125 0.251237 0.816666 -1.043690 1.146537 -0.725151

Antenna 112: 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
112 N10 RF_maintenance nn Power 0.782324 -0.685915 -0.610370 0.782324 -0.413243 -1.098102 -0.233078 -1.458125 -0.120111

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1.215572 -0.575160 -0.492791 -0.716591 0.897576 0.044848 -0.645344 1.215572 -1.124418

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Variability 0.273665 -0.430026 -0.800172 0.205964 -0.558419 -1.072299 0.273665 -1.616340 -0.159110

Antenna 112: 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
112 N10 RF_maintenance nn Power 0.525859 -0.672204 -0.676777 -0.890019 0.525859 -0.113622 -0.617436 -0.453823 -2.043530

Antenna 112: 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
112 N10 RF_maintenance ee Power 0.095020 -0.678233 -0.684933 0.095020 -0.142142 -0.302407 -1.415126 -0.496944 -1.279703

Antenna 112: 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
112 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 112: 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
112 N10 RF_maintenance nn Power 2.363718 -0.580569 -0.370462 -0.693843 2.363718 0.163777 -0.013787 -0.546344 -1.370423

Antenna 112: 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
112 N10 RF_maintenance nn Power 2.087322 -0.532177 -0.463066 2.087322 -0.031931 1.266404 -0.026905 -1.342956 -0.057072

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1.185448 -0.252293 -0.927249 1.129838 1.081304 -0.899363 0.421925 -2.332410 1.185448

Antenna 112: 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
112 N10 RF_maintenance nn Power 1.564454 -0.399573 -0.967584 1.564454 1.246737 0.169323 1.256995 -1.304354 0.273880

Antenna 112: 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
112 N10 RF_maintenance nn Power 1.164507 -0.799339 -0.603891 0.810105 1.164507 0.198856 -0.417642 -0.226909 -1.583754

Antenna 112: 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
112 N10 RF_maintenance nn Power 2.083203 -0.687544 -0.815531 2.083203 0.244175 0.665221 0.409354 -1.315716 0.890854

Antenna 112: 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
112 N10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 112: 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
112 N10 RF_maintenance nn Power 6.942694 -0.697669 0.560859 0.175203 6.942694 0.303299 4.894017 1.423096 -1.378634

Antenna 112: 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
112 N10 RF_maintenance nn Power 0.098275 -0.658270 -0.901359 0.098275 -0.930624 -0.804780 -0.623919 -1.230301 -0.400555

Antenna 112: 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
112 N10 RF_maintenance nn Power 0.084280 -0.601505 -0.885162 0.084280 -0.382714 -0.631028 -0.801495 -1.177120 -0.807795

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 16.378765 0.806875 1.428128 2.041535 1.419550 16.302356 16.378765 -0.496083 -0.699018

Antenna 112: 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
112 N10 RF_maintenance nn Power 0.090025 -0.193630 -0.992149 0.090025 -0.647948 -0.984711 -0.719258 -1.253059 -0.789747

Antenna 112: 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
112 N10 RF_maintenance nn Shape 0.460453 -1.054520 0.460453 -1.098703 0.398579 0.080444 -0.749170 -0.470774 -1.452825

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.473175 -0.278479 -0.750163 -0.851921 0.262949 1.473175 -0.256129 -0.536263 0.232448

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 0.840922 -1.044686 -0.507939 -0.168426 -0.014260 -1.145888 0.840922 0.100021 -0.002460

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Discontinuties 0.976489 -0.245760 -0.912705 -0.104596 0.037073 0.550619 -0.210317 0.976489 0.146492

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.614527 0.016322 -0.977559 -0.767567 0.640034 1.614527 0.372707 1.311583 0.376330

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Variability 0.575962 -0.134612 -1.042103 -0.822240 0.300738 0.442000 0.575962 -0.461535 0.000960

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.887308 -0.853195 -0.069859 0.026020 -0.821176 0.558780 1.887308 0.407178 -0.052614

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.735889 -0.946044 -0.257196 0.081113 -0.029626 -0.714139 1.735889 0.298685 0.405505

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.081824 -0.247807 -1.054953 0.040275 0.193360 1.081824 0.176892 0.153182 0.083494

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 3.474073 0.440858 -0.617921 -0.766411 0.493979 3.474073 1.792097 -0.458255 0.210566

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 4.830233 -0.494754 0.571577 0.373856 -0.396834 0.392594 4.830233 0.551956 2.676860

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 0.952172 0.302871 -0.494624 -0.427789 0.354829 0.952172 0.666305 -0.356623 0.791828

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Discontinuties 2926.042844 55.189107 111.539613 138.168411 152.613770 128.030307 191.398835 2065.299470 2926.042844

Antenna 112: 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
112 N10 RF_maintenance nn Power 27.761513 -0.961884 13.251300 0.196478 27.761513 -0.210110 2.929038 0.593893 3.827411

Antenna 112: 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
112 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 112: 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
112 N10 RF_maintenance nn Power 39.417202 14.972379 -0.642721 39.417202 0.289179 5.869229 0.179435 5.276825 0.068082

Antenna 112: 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
112 N10 RF_maintenance nn Power 37.720264 -0.792945 22.594276 0.615078 37.720264 0.501644 8.181825 0.801963 3.966577

Antenna 112: 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
112 N10 RF_maintenance nn Power 32.483820 -0.324217 18.847661 0.443735 32.483820 1.339566 5.998638 2.109823 4.433514

Antenna 112: 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
112 N10 RF_maintenance nn Power 40.406901 25.674483 0.079581 40.406901 0.723500 7.018776 0.426131 4.915102 0.401336

Antenna 112: 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
112 N10 RF_maintenance nn Power 92.308904 -0.653002 29.449993 2.262691 92.308904 1.621821 18.461460 1.738743 5.562094

Antenna 112: 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
112 N10 RF_maintenance nn Power 94.782436 -0.890092 32.265641 0.659948 94.782436 1.014962 26.003905 2.739562 4.435156

Antenna 112: 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
112 N10 RF_maintenance nn Power 39.986859 -0.663928 23.982710 0.771627 39.986859 1.037511 5.168981 0.414254 5.739758

Antenna 112: 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
112 N10 RF_maintenance nn Power 51.058696 -0.558966 22.720032 0.747284 51.058696 2.192876 9.693834 0.443477 5.942777

Antenna 112: 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
112 N10 RF_maintenance nn Shape 13.243201 0.313872 13.243201 0.049080 7.118214 -0.792134 -0.097350 -0.154291 4.067425

Antenna 112: 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
112 N10 Not Found nn Temporal Discontinuties 1118.755399 67.993894 49.779659 69.764331 57.859589 155.723014 135.788477 1118.755399 798.342326

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1174.469406 74.910583 57.720380 63.306987 68.594380 55.935792 82.510855 797.368567 1174.469406

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 2000.131685 30.931788 39.381856 45.601385 41.667622 95.633475 105.970920 2000.131685 1502.761006

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1250.554559 63.661521 99.867450 263.002505 268.141532 42.579983 37.522073 1250.554559 1067.274844

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1183.827608 32.158780 48.822567 58.670339 63.815067 250.867832 288.065400 1183.827608 1175.285122

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1386.567877 75.555445 62.820810 61.448831 77.649334 330.327057 510.242302 851.725922 1386.567877

Antenna 112: 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
112 N10 RF_maintenance nn Shape 17.931331 0.965303 17.931331 1.506512 15.013546 -0.646530 1.212230 0.269845 5.020817

Antenna 112: 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
112 N10 RF_maintenance nn Power 110.433326 -0.094236 26.248390 1.524033 110.433326 1.153853 23.770075 0.257431 8.701361

Antenna 112: 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
112 N10 RF_maintenance nn Power 44.279545 17.528232 -0.888127 44.279545 -0.025568 7.278331 0.097091 5.250911 -0.104084

Antenna 112: 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
112 N10 RF_maintenance nn Shape 14.367895 14.367895 0.338216 6.864064 -0.004229 0.487696 -1.324546 2.365841 -0.100826

Antenna 112: 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
112 N10 RF_maintenance nn Shape 12.924537 12.924537 0.286340 6.931141 -0.111338 0.948494 -0.441747 2.529133 -0.037848

Antenna 112: 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
112 N10 RF_maintenance nn Shape 17.115905 17.115905 0.764136 7.961962 0.034694 0.484834 -0.803833 3.346296 -0.384367

Antenna 112: 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
112 N10 RF_maintenance nn Power 85.717072 30.279575 -0.220295 85.717072 0.815444 35.024093 1.360132 5.887022 0.078269

Antenna 112: 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
112 N10 RF_maintenance nn Shape 12.916006 0.557774 12.916006 -0.013987 7.044096 -1.048910 1.242568 -0.218602 2.523494

Antenna 112: 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
112 N10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 112: 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
112 N10 RF_maintenance nn Shape 8.728471 8.728471 0.565195 5.391672 0.040383 0.940269 -1.155116 3.258937 -0.254583

Antenna 112: 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
112 N10 RF_maintenance nn Shape 12.585604 12.585604 0.733059 6.789705 0.257422 1.775651 -0.714820 3.894627 -0.160062

Antenna 112: 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
112 N10 RF_maintenance nn Shape 10.201872 10.201872 0.637005 5.965735 -0.048589 1.032039 -0.897033 1.661965 -0.474484

Antenna 112: 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
112 N10 RF_maintenance nn Power 116.417966 -0.555955 37.065897 1.569499 116.417966 1.409995 21.172713 0.833780 12.709330

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.476291 0.547249 -0.783037 0.234053 -0.514668 -1.114986 1.476291 -0.584310 -0.720073

Antenna 112: 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
112 N10 RF_maintenance ee Shape 0.463848 -0.867586 0.463848 -0.586963 -0.085660 -0.118297 -1.093356 -0.636261 -0.598833

Antenna 112: 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
112 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 112: 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
112 N10 RF_maintenance ee Shape 0.403439 0.403439 -0.785164 0.114226 -0.199001 -0.389360 0.033226 -0.648876 -0.463087

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.479184 0.471568 -0.842996 0.008975 -0.439959 -0.532666 1.479184 -0.476592 -0.306421

Antenna 112: 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
112 N10 RF_maintenance ee Power 0.588046 -1.175316 -0.585106 0.588046 -0.437472 0.426455 -0.431110 0.171259 -1.037250

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 1.614889 -0.886499 0.632115 -0.298496 0.237475 1.614889 -0.084834 -0.357592 -0.541775

Antenna 112: 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
112 N10 RF_maintenance ee Power 1.887874 -0.614941 -0.063059 -0.926314 1.887874 -0.051169 1.608213 -1.248701 -0.781040

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 2.813159 -0.172961 -0.948176 -0.815373 -0.476342 1.956312 1.258084 2.369680 2.813159

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 0.965148 -0.111291 -1.009596 -0.774114 -0.687444 0.965148 -0.320633 -0.709702 -0.668603

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 1.555578 -0.782565 0.058809 0.765815 -0.931134 1.204653 -0.193125 1.555578 -0.064877

Antenna 112: 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
112 N10 RF_maintenance nn Shape 0.717646 0.717646 0.692014 -1.081156 -1.059790 -1.555869 -1.445977 -0.636845 -0.050016

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Variability 0.069868 -0.054349 -0.914471 -0.644053 -0.631978 0.069868 -0.924572 -0.817138 -0.596578

Antenna 112: 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
112 N10 RF_maintenance ee Power 0.819955 -0.831809 0.381504 0.049220 0.819955 -0.202768 -0.757284 -0.591672 -0.435434

Antenna 112: 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
112 N10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 112: 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
112 N10 RF_maintenance ee Shape 2.122867 2.122867 0.522473 0.425619 -0.932166 1.336900 1.229745 -0.028998 -0.588542

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Variability 1.088676 -0.348673 0.625789 -0.784980 0.482250 0.452611 1.088676 -0.063915 1.003676

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 14955.153213 4678.421764 4678.421764 4356.617150 4356.617150 3030.793768 3030.793768 14955.153213 14955.153213

Antenna 112: 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
112 N10 RF_maintenance nn Temporal Discontinuties 3292.386944 847.265339 847.265339 759.875195 759.875195 825.738871 825.738871 3292.386944 3292.386944

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 2229.304599 738.351918 738.351918 727.192407 727.192407 677.374559 677.374559 2229.304599 2229.304599

Antenna 112: 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
112 N10 RF_maintenance ee Temporal Discontinuties 0.631762 -0.053779 -0.541843 -0.580718 0.010128 -0.504576 0.385273 -0.806923 0.631762

Antenna 112: 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
112 10 RF_maintenance ee Temporal Variability 1.312577 1.043939 -0.255064 0.861201 -0.972107 1.312577 0.551419 1.282788 -0.826510

Antenna 112: 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
112 10 RF_maintenance ee Temporal Variability 4.564003 -0.123224 -0.761259 0.998353 -0.570904 4.564003 0.338928 0.104407 -0.607826

Antenna 112: 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
112 10 RF_maintenance ee Temporal Discontinuties 1.535014 0.321247 -0.009229 0.374806 -1.058980 0.793454 0.769101 1.535014 0.598395

Antenna 112: 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
112 10 RF_maintenance ee Temporal Discontinuties 4.964243 0.588427 0.200872 0.856923 -0.854340 3.338122 4.037257 4.964243 1.970478

Antenna 112: 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
112 10 RF_maintenance ee Shape 1.478001 1.478001 1.143929 1.256357 -0.656466 0.894815 0.157891 0.073426 -0.378769
In [ ]: