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 = "89"
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 89 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 89, Node N09:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459773 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
2459772 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
2459771 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
2459770 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459769 RF_maintenance 100.00% 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
2459768 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
2459767 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
2459766 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
2459765 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459764 RF_maintenance - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1121.476096 554.783701 inf inf -7229.572231 -3281.296514 -27939.170920 -12611.759756 nan nan nan 0.000000 0.000000
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459750 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459738 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459736 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459731 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459722 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 389.587550 389.603718 inf inf 1646.130455 2168.744954 6620.334196 6713.393963 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 3.351653 2.885930 0.913677 0.953783 3.323155 2.896581 6.698949 5.748253 0.0356 0.0401 0.0014 nan nan
2459710 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 3.017553 2.615880 0.902708 0.854023 -0.194769 -0.827831 0.450865 -0.574692 0.0355 0.0475 0.0026 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.744348 24.247431 100.520807 103.548769 27.323119 24.885892 15.080338 11.860732 0.0305 0.0316 0.0010 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.027060 -0.163559 0.779667 0.802545 0.755310 0.590718 2.180729 0.579018 0.0313 0.0304 0.0005 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.973477 1.742933 0.710281 0.649910 0.271186 -0.111094 0.473669 -0.637288 0.0357 0.0297 0.0008 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.495769 11.495281 3.818387 4.193668 0.399822 -0.351700 1.935515 0.086674 0.0309 0.0288 0.0006 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 9.742155 9.976116 5.324391 5.916778 1.584480 0.440937 1.825025 0.158740 0.0309 0.0285 0.0017 nan nan
2459702 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.207819 23.788059 55.611860 58.157236 8.109281 11.063485 4.120231 2.646974 0.0313 0.0325 0.0006 -0.000000 -0.000000
2459701 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.757195 22.588896 30.405088 31.666032 8.024226 11.449021 3.196208 2.061842 0.0325 0.0327 0.0008 1.275553 1.271576
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2425.310899 2425.310899 2180.221747 2180.221747 1681.100352 1681.100352 5108.760707 5108.760707 1.0000 1.0000 0.0000 10014.170654 10014.170654
2459696 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 717.208907 717.208907 652.158843 652.158843 666.708455 666.708455 2642.506226 2642.506226 1.0000 1.0000 0.0000 0.081783 0.081783
2459695 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 566.619437 566.619437 574.722240 574.722240 532.167803 532.167803 1710.544201 1710.544201 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.409090 29.425809 64.117125 65.886941 19.833661 18.756723 4.457014 3.403435 0.0335 0.0352 0.0013 1.288466 1.340518
2459693 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.976652 19.074272 61.535854 63.999176 21.779109 15.653837 21.940662 19.719471 0.0340 0.0354 0.0012 1.300202 1.324278
2459692 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.585963 17.330640 33.178313 34.503421 7.871812 7.470056 8.859993 10.310390 0.0335 0.0342 0.0010 1.266581 1.300384
2459691 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.505982 21.749366 57.217151 60.169311 9.061858 8.024474 5.131233 3.682028 0.0328 0.0332 0.0007 1.395514 1.462048
2459690 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.840173 20.867991 61.443928 63.892577 15.010957 11.726978 7.291831 5.160959 0.0306 0.0302 0.0009 1.114611 1.179018
2459689 RF_maintenance 100.00% - - - - - 20.924417 24.821756 45.399870 47.024311 23.482940 25.914353 4.527768 3.432129 nan nan nan nan nan
2459688 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 1.228363 1.257630
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 16.005908 16.979999 55.613086 57.200214 2.215604 3.208602 8.337992 7.396178 0.0330 0.0341 0.0009 nan nan
2459686 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.775388 19.384229 41.543001 42.750362 11.850584 9.648485 -0.114158 -0.296282 0.0298 0.0306 0.0009 1.226549 1.248804
2459685 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.664043 21.336635 40.769248 41.852810 12.065880 9.565214 -0.001189 -0.264412 0.0299 0.0302 0.0007 1.179823 1.178704
2459684 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.045062 21.596052 51.098217 52.807744 7.914447 6.336205 0.193774 -0.248313 0.0301 0.0310 0.0010 1.227200 1.271510
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.232269 22.813719 60.848920 63.323734 17.458589 18.414760 2.701422 2.015353 0.0309 0.0328 0.0015 1.201960 1.215581
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.004720 21.659282 50.754377 52.696590 24.025402 22.234814 2.442949 1.870125 0.0308 0.0311 0.0013 1.254430 1.276183
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.923578 24.927479 52.527482 54.716285 15.992631 15.114740 2.000106 1.380709 0.0312 0.0336 0.0012 1.184361 1.211321
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.453019 28.621681 71.974983 74.329356 29.943113 30.285546 3.723299 2.917872 0.0318 0.0323 0.0013 0.921299 0.919858
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.829971 21.550383 52.447000 54.775367 11.073683 10.050525 0.500978 0.035857 0.0311 0.0332 0.0009 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.212988 29.145949 53.849598 55.760474 33.107473 36.405164 5.017355 3.809897 0.0311 0.0325 -0.0004 0.000000 0.000000
2459670 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.394855 12.206350 3.318173 3.981579 2.530007 0.931756 2.344721 0.675302 0.0306 0.0304 0.0005 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.594869 22.588576 73.327578 75.978803 32.487234 31.862310 31.233644 26.682026 0.0310 0.0322 0.0015 1.237589 1.267799
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 66.597845 132.773036 130.229758 185.689176 65.259669 133.428797 1569.299875 4794.352439 0.0176 0.0168 0.0011 1.084809 1.078289
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 39.078730 74.375879 203.256432 164.775008 265.793812 176.985775 1236.416847 721.538035 0.0174 0.0167 0.0005 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.714782 131.716211 235.017816 300.367386 55.162578 124.434423 982.531957 2460.966747 0.0173 0.0165 0.0007 1.099656 1.091944
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 28.488650 41.806666 70.441963 72.239846 450.873307 516.209443 1330.726513 1633.062430 0.0173 0.0165 0.0007 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.040092 103.313264 198.594128 223.202912 47.959092 60.703363 354.063600 474.266399 0.0171 0.0165 0.0005 1.070039 1.067336
2459660 RF_maintenance 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 1.974665 0.692874 -0.239910 0.855125 1.337127 0.937696 7.627841 12.841255 0.6866 0.6753 0.3206 8.309121 9.261468
2459659 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.871801 1.020050 -0.444206 0.707290 1.100088 1.253747 6.832969 26.378548 0.6482 0.6529 0.3469 7.527207 6.868533
2459658 RF_maintenance 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% -0.020113 1.440005 -0.935903 0.710736 -1.028101 0.921475 3.224557 6.050398 0.6534 0.6557 0.3450 5.017077 5.190419
2459657 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.250098 1.007271 -0.342920 1.100199 0.413216 1.010734 2.950860 14.895256 0.6725 0.6661 0.3328 5.517467 6.038493
2459656 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.639199 2.792071 0.095342 0.977963 1.532800 2.459659 8.376399 22.848382 0.6480 0.6543 0.3405 6.339704 6.694010
2459655 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.080106 -0.731388 2.692069 3.277965 -0.076860 -0.812938 2.054469 3.777242 0.0297 0.0295 0.0007 nan nan
2459653 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.109410 1.849562 -0.266828 1.185222 0.212220 1.542101 10.377222 11.703659 0.6565 0.6572 0.3426 4.761600 5.093029
2459652 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.508289 2.312101 2.920086 1.102681 3.068385 1.005327 -0.859539 3.286704 0.6446 0.6467 0.3466 7.999952 8.206822
2459651 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.200217 1.904122 -0.809660 1.241830 -0.296104 -0.273448 -0.770914 0.999729 0.8631 0.8661 0.1254 44.686572 44.500751
2459650 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.699844 0.909863 -0.990438 0.642893 -0.209622 0.600597 -0.872577 0.266696 0.7882 0.7790 0.2422 8.872084 7.409375
2459649 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.432698 0.558464 0.263734 0.838682 1.243663 0.617472 4.467558 18.610950 0.6816 0.6801 0.3117 4.953699 5.575170
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 0.00% 81.63% 81.63% 0.00% 100.00% 0.00% 0.763258 0.763258 0.791494 0.791494 -0.130556 -0.130556 0.868365 0.868365 0.2084 0.2084 0.0000 0.056765 0.056765
2459646 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.508120 0.490503 0.100940 1.117783 0.416320 1.048407 3.726622 15.983669 0.6315 0.6419 0.3252 5.201501 5.452804
2459645 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.319664 2.029674 -0.304724 0.978384 -0.374129 0.767621 -0.031347 1.514687 0.7241 0.7426 0.2441 7.196745 8.280634
2459642 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.720949 0.589851 0.471756 1.706224 0.559365 1.486632 5.845325 17.232390 0.6249 0.6282 0.3269 7.030772 7.048053
2459641 RF_maintenance - 55.70% 48.99% 0.00% - - nan nan nan nan nan nan nan nan 0.4859 0.4854 0.0004 nan nan
2459640 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.949843 0.752678 -0.097029 1.208726 -0.549833 0.738911 2.825781 9.879350 0.6169 0.6273 0.3231 4.186388 4.653827
2459639 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.650373 0.298747 -0.421440 1.019764 -0.423994 1.552381 0.980349 2.207642 0.6290 0.6369 0.3169 4.495524 4.797392
2459638 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7303 0.7512 0.2550 nan nan
2459637 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.045264 1.825851 0.085989 1.230501 0.996302 1.551300 9.263084 11.730575 0.6062 0.6127 0.3225 4.535706 5.257412
2459636 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.845906 1.572448 0.121271 1.437620 0.573629 3.117091 5.655531 5.742175 0.6053 0.6077 0.3226 4.614968 5.166996
2459635 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.870560 0.928705 0.313519 1.242578 0.658198 1.058597 6.981568 8.249969 0.6158 0.6186 0.3263 5.084781 5.419281
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.025395 0.314535 152134.332046 0.313937 8.471419 0.217313 8.462554 0.217606 1.0000 1.0000 0.0000 0.053213 0.053501
2459633 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.535411 0.542874 0.714654 1.449757 4.996208 1.110819 4.821662 12.083097 0.6078 0.6130 0.3375 3.568366 3.571862
2459632 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.804716 1.497539 0.833864 1.227679 0.871745 0.629344 6.464288 10.283034 0.6127 0.6189 0.3306 4.870034 5.360667
2459631 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.603548 0.807102 0.919859 1.509572 2.955588 1.318560 5.943745 12.294992 0.6122 0.6234 0.3313 4.271839 4.797427
2459630 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
2459629 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.698441 0.930545 1.074699 2.027692 3.664634 1.424819 4.031591 9.772026 0.6305 0.6372 0.3162 8.078540 7.368375
2459628 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.077116 1.927199 0.820560 1.238168 3.223978 1.524833 5.071312 14.549116 0.6139 0.6210 0.3312 4.871231 4.933111
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.755807 0.755807 0.756879 0.756879 0.819092 0.819092 0.811803 0.811803 1.0000 1.0000 0.0000 0.053324 0.053324
2459626 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.386805 0.636868 -0.110270 0.993585 1.072514 1.269054 2.985529 13.727216 0.6367 0.6413 0.3386 4.958908 4.782663
2459625 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.755407 1.650671 -0.006666 1.013767 0.103001 2.248630 5.560373 11.418609 0.6272 0.6272 0.3331 6.628798 7.131689
2459624 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.266093 1.157840 0.485416 1.062568 1.036480 0.524357 7.256090 21.529207 0.6246 0.6291 0.3307 7.886259 8.478595
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.176887 0.980704 1.177450 3.411046 0.015696 -0.223800 4.057190 12.196029 0.6268 0.6285 0.3521 0.000000 0.000000
2459621 RF_maintenance 0.00% - - - 100.00% 0.00% 1.345000 0.254297 -0.076486 0.697204 -0.040265 0.470820 -0.003553 1.056504 nan nan nan -0.000000 -0.000000
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.118168 -0.471874 3.517322 3.892628 -0.182695 -1.449004 6.102415 5.621650 0.0296 0.0287 0.0008 nan nan
2459619 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.329020 0.737818 0.515424 1.331037 3.882938 0.475355 5.000004 8.610177 0.6167 0.6226 0.3419 5.087482 2.722693
2459618 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.459370 1.274161 0.443175 1.509554 1.209616 1.019532 5.360002 19.185687 0.6196 0.6214 0.3603 9.350685 10.430652
2459617 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
2459616 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.507657 1.164907 0.716966 2.562393 1.432108 0.894983 8.304064 12.535245 0.6424 0.6408 0.3546 3.410540 3.214819
2459615 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.572470 0.854516 0.229133 1.333609 0.280546 0.076335 7.636016 13.476053 0.6168 0.6187 0.3792 0.000000 0.000000
2459614 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.695740 2.114113 0.028466 1.468910 -0.083760 0.588646 10.646538 16.606156 0.6313 0.6309 0.3716 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 67.57% 67.57% 0.00% 100.00% 0.00% 3.388871 0.500561 0.253796 1.373358 1.953500 0.843712 1.365826 6.526926 0.4083 0.4228 0.2133 0.000000 0.000000
2459611 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.475311 0.239114 -0.145747 1.006639 1.598115 0.404877 7.756952 8.629862 0.6626 0.6768 0.3304 5.312435 5.533781
2459610 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.734605 0.313906 0.137750 1.281652 0.600837 0.235872 1.215409 4.287313 0.7093 0.7168 0.2917 6.007592 5.868490
2459609 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.798104 0.895647 0.257429 1.707728 0.306966 0.210582 4.362165 6.024580 0.6830 0.6892 0.3067 5.745973 5.481271
2459608 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.196011 0.733228 0.212973 2.191698 0.734169 0.187404 3.992292 3.918479 0.6597 0.6645 0.3602 6.966595 6.921775
2459607 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.735451 -0.731084 1.790113 2.048333 -0.888534 -1.215879 -1.400822 -0.226333 0.0272 0.0257 0.0007 nan nan
2459604 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.071528 0.168090 -0.154852 1.962686 1.016483 2.189350 2.046070 5.988018 0.7108 0.7109 0.2954 7.010344 6.731185
2459603 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.264665 2.842133 -0.131479 1.771753 -0.818224 -0.809217 -0.316279 -0.018101 0.7746 0.7822 0.2740 9.853668 8.472875
2459602 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.314087 0.979017 0.263873 2.332021 0.016946 -0.340392 3.880499 9.204359 0.6778 0.6919 0.3435 5.310072 5.415137
2459598 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.239188 1.562600 0.077771 1.585797 0.659619 0.276414 5.928896 8.720144 0.6792 0.6854 0.3610 9.084074 8.579900
2459597 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.724264 0.980888 0.512508 1.445464 2.435755 0.019655 4.380328 12.438879 0.6819 0.6889 0.3237 6.109190 5.347102
2459596 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.865266 1.366231 0.249545 1.670424 1.152391 0.354376 3.315356 5.897399 0.6819 0.6898 0.3398 7.657701 6.830457
2459595 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.321747 1.297168 -0.848015 1.708911 -0.808252 0.888376 -0.647498 1.534010 0.7763 0.7767 0.2107 6.048899 6.731072
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.426952 -0.098909 -0.750243 1.358262 0.005000 -0.313948 -1.200192 0.551714 0.8067 0.8090 0.2381 13.522074 11.463894
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.406067 0.782019 0.015059 1.718590 1.424309 0.665510 2.977026 1.664726 0.7408 0.7402 0.2473 6.720850 6.112712
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.170922 -1.107697 2.385220 2.660432 -0.670427 -0.470805 -1.352495 0.611805 0.0277 0.0272 0.0005 nan nan
2459591 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.125397 0.827307 0.105899 2.939760 1.240087 0.628772 3.445131 4.996476 0.6811 0.6943 0.3594 8.944451 7.295192
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.912825 0.987797 -0.085268 2.197463 1.264983 0.435238 2.687354 5.506677 0.6840 0.6952 0.3537 6.069453 5.676454
2459589 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.816120 1.896817 -0.601919 1.945025 0.514265 1.887734 -0.151089 0.774389 0.7308 0.7213 0.2775 7.016999 5.880029
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.711141 1.656812 -0.437365 1.684103 0.450330 2.272871 0.147635 0.887954 0.7907 0.7695 0.2153 13.294156 10.570053
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 2.882265 1.968501 0.979350 4.003886 0.487484 1.071943 5.961216 6.034416 nan nan nan 11.308700 10.823056
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.730900 0.919183 1.120574 2.423290 0.724574 2.632503 3.224918 3.435802 0.6849 0.6774 0.3381 6.075785 5.474862
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.065662 1.328330 3.585160 5.705640 2.285196 3.822505 9.236398 10.087047 0.0292 0.0289 0.0004 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.531018 12.794934 2.744959 6.645873 12.583108 12.741780 28.892691 28.758330 0.6707 0.6682 0.3556 0.000000 0.000000
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.684414 0.507383 0.949341 2.077083 0.344755 0.544034 3.628769 6.681186 0.6914 0.6963 0.3673 5.593529 4.030763
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.766246 0.666840 1.150118 1.868541 0.270542 1.232950 2.764743 6.884533 0.6861 0.6932 0.3706 3.829946 3.688089
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.403194 6.740583 0.515544 2.303017 -0.033055 3.640666 3.839569 8.632191 0.6969 0.6929 0.3587 4.231125 3.458923
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.382100 0.874595 1.381589 2.471074 0.583870 1.443344 4.492622 5.348023 0.6941 0.6995 0.3641 2.986052 2.771799
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.713849 1.077784 1.756270 2.875461 1.072186 1.792162 3.533672 12.022041 0.6897 0.6984 0.3665 5.654372 5.306270
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.686135 0.169847 1.448516 2.545913 -0.483158 -0.196012 1.401735 2.668069 0.0294 0.0270 0.0005 nan nan
2459577 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.946665 1.338286 0.579765 2.142887 0.557411 1.153740 4.216321 6.675283 0.6924 0.6992 0.3667 5.493683 4.760339
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.444302 0.622588 0.299778 1.329714 0.303368 0.986931 4.281596 4.914922 0.7117 0.7205 0.3659 8.264396 6.503254
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.668057 1.062388 0.415274 1.262183 -0.107038 0.195802 0.455087 1.270796 0.7690 0.7710 0.3082 6.095871 5.897681
2459574 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.252416 0.997335 0.105713 1.040466 0.924900 2.991809 3.089823 3.731027 0.7172 0.7250 0.3546 6.278420 5.115680
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.322177 1.507819 1.770788 3.196066 3.066168 1.306121 4.044416 10.445882 0.6887 0.7194 0.3601 6.434296 5.260479
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.411549 0.171349 1.548373 2.473413 -0.698448 0.644298 1.568276 2.831439 0.0297 0.0272 0.0005 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% 0.410983 0.938666 0.229430 1.388089 0.018936 1.340949 0.122472 1.461262 0.7871 0.7877 0.2251 5.749371 4.878306
2459566 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.478298 1.915838 0.677131 1.840769 0.111939 1.252390 1.419730 2.608590 0.0576 0.0572 0.0044 1.203507 1.203549
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% 4180.067458 4180.067458 3921.574600 3921.574600 -0.652453 -0.652453 -1.812525 -1.812525 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.746205 2.588540 -0.820221 -0.395280 1.011026 4.402692 1.798285 3.913014 0.7245 0.7174 0.3733 4.618240 3.871853
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.476544 3.807780 -0.638278 0.958076 0.112422 2.044036 3.891596 7.610110 0.7082 0.7109 0.3694 4.980154 4.094267
2459562 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.406498 0.096042 -1.142244 -1.604761 -0.693134 -0.984348 3.945283 5.404533 0.7158 0.7248 0.3587 5.202687 3.996257
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.446314 0.271099 -1.279339 -1.733996 -0.877661 -0.938420 3.500760 5.706951 0.7162 0.7282 0.3574 6.073816 4.842633
2459560 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.025864 -0.060570 -1.065293 -1.731369 -0.346886 -0.721547 2.158149 5.233781 0.7040 0.7141 0.3752 6.374393 4.668916
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.019061 -0.666362 -1.234874 -1.879563 -0.569896 -0.911148 2.268506 3.372654 0.7158 0.7234 0.3646 4.603042 3.821660
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.676219 4.773569 1.319980 1.896502 0.732440 1.320510 6.341577 11.277993 0.7200 0.7186 0.3629 5.478525 4.302769
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0292 0.0280 0.0007 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.458169 2.860425 1.348361 1.851034 1.008495 1.579712 6.383077 17.375326 0.7173 0.7189 0.3640 9.662559 8.007325
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7183 0.7159 0.3789 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7213 0.7200 0.3767 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.480617 19.287043 1.685472 4.504674 1.290128 9.151156 1.839440 1.971029 0.7249 0.7062 0.3684 12.372926 7.857132
2459551 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.014675 1.987376 -1.390501 -2.231466 -0.895451 -0.437581 3.224543 7.211401 0.7186 0.7094 0.3671 4.821359 4.921463
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0303 0.0288 0.0004 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.282250 2.580405 0.918119 2.374675 0.116231 3.727039 4.394922 8.791645 0.7213 0.7136 0.3679 5.588778 5.327285
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.730993 0.884378 -0.658977 2.204679 1.221521 0.460413 6.139572 8.690889 0.7751 0.7736 0.3253 11.630259 7.429402
2459541 RF_maintenance 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 1.817673 1.049688 1.401891 2.605310 0.738009 2.451445 1.840970 5.228575 0.7687 0.7596 0.3043 7.647459 5.823305
2459540 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.319057 0.358245 -1.384271 -1.767381 -1.195884 -1.325616 1.341936 3.558365 0.7714 0.7636 0.3176 4.599686 3.842743
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.229013 0.464664 1.926452 4.596906 1.573406 2.810285 6.078839 8.410515 0.7541 0.7488 0.3915 10.339506 7.405328
2459535 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.337875 -0.188687 -1.099304 -1.617374 -1.241765 -1.585532 1.598690 4.446559 0.7999 0.7725 0.3410 5.311471 3.833361
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.494344 -0.380563 -1.024197 -1.555970 -0.515985 -1.106844 2.698617 3.490626 0.7792 0.7622 0.3438 4.749419 3.746575
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.505925 2.591372 1.357102 2.225063 6.690869 1.238075 5.819584 11.989211 0.7350 0.7263 0.3725 4.467843 3.544726
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.553966 1.775843 1.666369 2.852976 0.269594 1.437697 2.080817 9.048033 0.7373 0.7224 0.3835 8.336890 5.147084
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.313366 0.846157 0.733766 2.039514 1.415630 5.189284 2.480636 3.388208 0.9191 0.9479 0.2622 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 1.072573 0.033763 0.636941 3.609336 -0.092676 3.566327 3.216773 9.423815 nan nan nan 9.102051 6.097941
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.007630 0.562042 1.070596 3.033281 1.079134 2.082922 3.707432 9.276885 0.7210 0.7243 0.3140 7.793522 8.362514
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.075190 -0.013413 1.718297 1.687601 0.352014 -0.704313 0.271576 1.112353 0.0372 0.0373 0.0000 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.536920 0.983071 0.056906 0.777127 0.653291 0.654326 0.009025 0.727244 0.9254 0.9569 0.1558 0.000000 0.000000
2459505 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.894907 1.110275 0.828616 1.652056 -1.148480 -0.326890 1.470592 2.919397 0.8941 0.8762 0.1758 20.712758 17.762903
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.921362 1.820910 0.722702 2.282167 6.168389 5.217228 6.120688 2.987359 0.8854 0.8803 0.4151 0.000000 0.000000
2459501 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.080037 1.723678 1.263466 2.313094 4.857871 3.697297 4.367333 0.413056 0.8332 0.8758 0.3636 0.000000 0.000000
2459500 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.737342 2.033558 0.582895 1.320628 1.622543 2.296901 0.662358 0.076276 0.8655 0.8945 0.3687 0.000000 0.000000
2459499 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.564045 1.594693 0.574081 1.163952 4.212099 1.439474 12.469782 0.839564 0.8697 0.9347 0.1876 0.000000 0.000000
2459498 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.221203 5.086432 0.491198 1.269755 2.035786 1.966012 6.100714 3.781906 0.8766 0.8981 0.3892 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.227388 2.791630 3.590358 1.526827 10.853349 2.086260 6.701532 2.966394 0.1138 0.1216 0.0153 0.000000 0.000000
2459496 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.475159 1.749276 0.531623 1.228592 0.140683 1.303970 0.403842 1.170209 0.1114 0.1156 0.0130 0.000000 0.000000
2459495 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.815167 1.156769 0.292293 1.138759 -0.163976 1.226080 2.750537 2.177572 0.1185 0.1244 0.0147 0.000000 0.000000
2459494 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.278109 1.635464 0.460111 1.012727 -0.270705 0.660833 0.562177 1.654572 0.1182 0.1118 0.0170 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.953554 1.691995 1.459611 3.123719 2.888904 2.882116 11.474610 16.396134 0.0907 0.1309 0.0095 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.082026 1.327933 1.670819 3.114930 15.148755 3.879093 8.930528 8.768374 0.0974 0.1171 0.0105 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.410196 1.883058 1.312373 3.468779 7.818760 1.357097 20.063611 14.384718 0.0877 0.1238 0.0077 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.505724 0.923449 1.671923 3.027383 18.874687 1.564837 17.362487 9.529837 0.0981 0.1056 0.0061 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.545524 1.588069 1.885362 2.863195 29.597150 2.109082 34.465780 26.673519 0.0887 0.1233 0.0063 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 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Power inf 1121.476096 554.783701 inf inf -7229.572231 -3281.296514 -27939.170920 -12611.759756

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 89: 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
89 N09 RF_maintenance nn Power inf 389.603718 389.587550 inf inf 2168.744954 1646.130455 6713.393963 6620.334196

Antenna 89: 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
89 N09 RF_maintenance ee Temporal Discontinuties 6.698949 2.885930 3.351653 0.953783 0.913677 2.896581 3.323155 5.748253 6.698949

Antenna 89: 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
89 N09 RF_maintenance ee Shape 3.017553 2.615880 3.017553 0.854023 0.902708 -0.827831 -0.194769 -0.574692 0.450865

Antenna 89: 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
89 N09 RF_maintenance nn Power 103.548769 21.744348 24.247431 100.520807 103.548769 27.323119 24.885892 15.080338 11.860732

Antenna 89: 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
89 N09 RF_maintenance ee Temporal Discontinuties 2.180729 -0.163559 -0.027060 0.802545 0.779667 0.590718 0.755310 0.579018 2.180729

Antenna 89: 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
89 N09 RF_maintenance ee Shape 1.973477 1.742933 1.973477 0.649910 0.710281 -0.111094 0.271186 -0.637288 0.473669

Antenna 89: 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
89 N09 RF_maintenance ee Shape 11.495769 11.495281 11.495769 4.193668 3.818387 -0.351700 0.399822 0.086674 1.935515

Antenna 89: 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
89 N09 RF_maintenance nn Shape 9.976116 9.976116 9.742155 5.916778 5.324391 0.440937 1.584480 0.158740 1.825025

Antenna 89: 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
89 N09 RF_maintenance nn Power 58.157236 18.207819 23.788059 55.611860 58.157236 8.109281 11.063485 4.120231 2.646974

Antenna 89: 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
89 N09 RF_maintenance nn Power 31.666032 22.588896 16.757195 31.666032 30.405088 11.449021 8.024226 2.061842 3.196208

Antenna 89: 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
89 N09 RF_maintenance ee Temporal Discontinuties 5108.760707 2425.310899 2425.310899 2180.221747 2180.221747 1681.100352 1681.100352 5108.760707 5108.760707

Antenna 89: 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
89 N09 RF_maintenance nn Temporal Discontinuties 2642.506226 717.208907 717.208907 652.158843 652.158843 666.708455 666.708455 2642.506226 2642.506226

Antenna 89: 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
89 N09 RF_maintenance ee Temporal Discontinuties 1710.544201 566.619437 566.619437 574.722240 574.722240 532.167803 532.167803 1710.544201 1710.544201

Antenna 89: 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
89 N09 RF_maintenance nn Power 65.886941 29.425809 27.409090 65.886941 64.117125 18.756723 19.833661 3.403435 4.457014

Antenna 89: 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
89 9 RF_maintenance nn Power 63.999176 16.976652 19.074272 61.535854 63.999176 21.779109 15.653837 21.940662 19.719471

Antenna 89: 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
89 9 RF_maintenance nn Power 34.503421 16.585963 17.330640 33.178313 34.503421 7.871812 7.470056 8.859993 10.310390

Antenna 89: 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
89 9 RF_maintenance nn Power 60.169311 18.505982 21.749366 57.217151 60.169311 9.061858 8.024474 5.131233 3.682028

Antenna 89: 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
89 9 RF_maintenance nn Power 63.892577 18.840173 20.867991 61.443928 63.892577 15.010957 11.726978 7.291831 5.160959

Antenna 89: 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
89 9 RF_maintenance nn Power 47.024311 20.924417 24.821756 45.399870 47.024311 23.482940 25.914353 4.527768 3.432129

Antenna 89: 2459688

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
89 9 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 89: 2459687

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
89 9 RF_maintenance nn Power 57.200214 16.979999 16.005908 57.200214 55.613086 3.208602 2.215604 7.396178 8.337992

Antenna 89: 2459686

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
89 9 RF_maintenance nn Power 42.750362 19.384229 16.775388 42.750362 41.543001 9.648485 11.850584 -0.296282 -0.114158

Antenna 89: 2459685

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
89 9 RF_maintenance nn Power 41.852810 21.336635 18.664043 41.852810 40.769248 9.565214 12.065880 -0.264412 -0.001189

Antenna 89: 2459684

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
89 9 RF_maintenance nn Power 52.807744 19.045062 21.596052 51.098217 52.807744 7.914447 6.336205 0.193774 -0.248313

Antenna 89: 2459676

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
89 9 RF_maintenance nn Power 63.323734 22.813719 18.232269 63.323734 60.848920 18.414760 17.458589 2.015353 2.701422

Antenna 89: 2459675

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
89 9 RF_maintenance nn Power 52.696590 18.004720 21.659282 50.754377 52.696590 24.025402 22.234814 2.442949 1.870125

Antenna 89: 2459674

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
89 9 RF_maintenance nn Power 54.716285 24.927479 21.923578 54.716285 52.527482 15.114740 15.992631 1.380709 2.000106

Antenna 89: 2459673

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
89 9 RF_maintenance nn Power 74.329356 26.453019 28.621681 71.974983 74.329356 29.943113 30.285546 3.723299 2.917872

Antenna 89: 2459672

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
89 9 RF_maintenance nn Power 54.775367 21.550383 19.829971 54.775367 52.447000 10.050525 11.073683 0.035857 0.500978

Antenna 89: 2459671

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
89 9 RF_maintenance nn Power 55.760474 29.145949 28.212988 55.760474 53.849598 36.405164 33.107473 3.809897 5.017355

Antenna 89: 2459670

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
89 9 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 89: 2459669

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
89 9 RF_maintenance nn Shape 12.206350 12.206350 11.394855 3.981579 3.318173 0.931756 2.530007 0.675302 2.344721

Antenna 89: 2459668

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
89 9 RF_maintenance nn Power 75.978803 19.594869 22.588576 73.327578 75.978803 32.487234 31.862310 31.233644 26.682026

Antenna 89: 2459665

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
89 9 RF_maintenance nn Temporal Discontinuties 4794.352439 66.597845 132.773036 130.229758 185.689176 65.259669 133.428797 1569.299875 4794.352439

Antenna 89: 2459664

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
89 9 RF_maintenance ee Temporal Discontinuties 1236.416847 39.078730 74.375879 203.256432 164.775008 265.793812 176.985775 1236.416847 721.538035

Antenna 89: 2459663

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
89 9 RF_maintenance nn Temporal Discontinuties 2460.966747 131.716211 63.714782 300.367386 235.017816 124.434423 55.162578 2460.966747 982.531957

Antenna 89: 2459662

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
89 9 RF_maintenance nn Temporal Discontinuties 1633.062430 28.488650 41.806666 70.441963 72.239846 450.873307 516.209443 1330.726513 1633.062430

Antenna 89: 2459661

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
89 9 RF_maintenance nn Temporal Discontinuties 474.266399 103.313264 58.040092 223.202912 198.594128 60.703363 47.959092 474.266399 354.063600

Antenna 89: 2459660

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
89 9 RF_maintenance nn Temporal Discontinuties 12.841255 1.974665 0.692874 -0.239910 0.855125 1.337127 0.937696 7.627841 12.841255

Antenna 89: 2459659

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
89 9 RF_maintenance nn Temporal Discontinuties 26.378548 1.020050 2.871801 0.707290 -0.444206 1.253747 1.100088 26.378548 6.832969

Antenna 89: 2459658

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
89 9 RF_maintenance nn Temporal Discontinuties 6.050398 1.440005 -0.020113 0.710736 -0.935903 0.921475 -1.028101 6.050398 3.224557

Antenna 89: 2459657

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
89 9 RF_maintenance nn Temporal Discontinuties 14.895256 1.007271 2.250098 1.100199 -0.342920 1.010734 0.413216 14.895256 2.950860

Antenna 89: 2459656

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
89 9 RF_maintenance nn Temporal Discontinuties 22.848382 2.792071 2.639199 0.977963 0.095342 2.459659 1.532800 22.848382 8.376399

Antenna 89: 2459655

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
89 9 RF_maintenance nn Temporal Discontinuties 3.777242 0.080106 -0.731388 2.692069 3.277965 -0.076860 -0.812938 2.054469 3.777242

Antenna 89: 2459653

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
89 9 RF_maintenance nn Temporal Discontinuties 11.703659 1.849562 3.109410 1.185222 -0.266828 1.542101 0.212220 11.703659 10.377222

Antenna 89: 2459652

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
89 9 RF_maintenance nn Temporal Discontinuties 3.286704 1.508289 2.312101 2.920086 1.102681 3.068385 1.005327 -0.859539 3.286704

Antenna 89: 2459651

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
89 9 RF_maintenance nn Shape 1.904122 0.200217 1.904122 -0.809660 1.241830 -0.296104 -0.273448 -0.770914 0.999729

Antenna 89: 2459650

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
89 9 RF_maintenance nn Shape 0.909863 0.909863 0.699844 0.642893 -0.990438 0.600597 -0.209622 0.266696 -0.872577

Antenna 89: 2459649

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
89 9 RF_maintenance nn Temporal Discontinuties 18.610950 3.432698 0.558464 0.263734 0.838682 1.243663 0.617472 4.467558 18.610950

Antenna 89: 2459648

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
89 9 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 89: 2459647

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
89 9 RF_maintenance ee Temporal Discontinuties 0.868365 0.763258 0.763258 0.791494 0.791494 -0.130556 -0.130556 0.868365 0.868365

In [ ]: