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 = "1"
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 1 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 1, Node N00:

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)
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% 24.731898 68.626305 86.822950 89.462788 58.503687 58.967866 396.959581 314.786003 0.0163 0.0161 0.0001 1.062595 1.058662
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% 110.632102 101.746100 180.674542 152.170880 327.343835 195.219406 4166.055905 2945.852977 0.0161 0.0162 0.0003 0.000000 0.000000
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.103775 38.179951 64.676625 48.622176 28.531599 14.143633 891.200812 403.240108 0.0162 0.0166 0.0007 1.089587 1.096669
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 41.493811 70.697974 75.589361 81.675113 55.098217 51.804416 707.764030 842.331056 0.0168 0.0163 0.0004 1.078019 1.074940
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.516153 48.527429 76.457597 78.182906 10.361206 9.925505 832.521802 895.098952 0.0165 0.0163 0.0003 1.072124 1.074056
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.677729 72.797873 85.037889 74.246884 96.274345 94.638212 960.638399 910.575806 0.0162 0.0164 0.0002 1.036096 1.041080
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.545654 52.958383 72.441544 55.819507 67.430942 55.410670 910.333486 580.504158 0.0162 0.0166 0.0004 1.056004 1.064190
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 116.638714 85.333349 98.989381 84.474039 119.698642 105.376359 1134.298620 1298.083475 0.0163 0.0161 0.0004 1.086971 1.089490
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.576740 98.022592 161.434673 189.194076 136.534428 265.342167 744.245623 1254.205785 0.0175 0.0162 0.0008 0.000000 0.000000
2459750 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 87.611372 112.092116 185.724740 188.794887 39.640267 53.014804 544.243642 1029.647324 0.0162 0.0164 0.0004 0.777948 0.782817
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.616630 66.302898 84.908611 67.454572 94.594754 46.486710 1316.095437 658.970950 0.0163 0.0167 0.0005 1.081923 1.090827
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.097350 84.980874 91.189701 102.468416 50.978601 97.655284 804.654327 1205.741356 0.0167 0.0164 0.0005 1.174744 1.170257
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 30.669152 39.679060 55.628870 53.816357 576.584617 493.573876 2934.606986 2947.593213 0.0162 0.0163 0.0003 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% - - 26.376964 33.892162 37.706033 47.098265 37.447651 67.740225 834.685846 1505.543798 0.0166 0.0164 0.0005 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 35.682688 41.321036 45.697723 43.408138 91.086722 110.041706 1347.339488 1166.885146 0.0163 0.0164 0.0004 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% - - 30.323158 31.785615 50.246638 41.875215 85.460006 85.607078 1063.630026 1239.945647 0.0164 0.0165 0.0005 nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 25.767397 32.338175 46.517844 55.883828 187.679148 241.713503 747.129474 1431.110875 0.0164 0.0163 0.0003 nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.371608 21.235402 32.145019 31.429573 111.145815 119.989853 651.108256 621.223912 0.0168 0.0165 0.0001 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 25.912536 34.569302 39.389041 47.650722 251.475268 323.738193 1305.859377 2211.570522 0.0164 0.0162 0.0003 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% - - 20.640066 23.532666 44.602177 45.421608 204.141049 393.936739 444.843759 740.514785 0.0165 0.0162 0.0005 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 21.778290 29.433408 34.422484 39.796066 313.371191 435.273610 1011.905502 1558.433459 0.0164 0.0162 0.0003 nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 24.562665 30.811102 44.692002 48.777349 390.423788 607.786620 1304.047453 2018.924611 0.0166 0.0163 0.0003 nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 28.689540 32.500916 58.080467 39.185474 356.107359 236.592996 2940.193371 1498.682247 0.0160 0.0162 0.0004 nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 21.662495 25.511993 34.089187 28.301056 205.255634 148.124595 1488.229287 1016.845294 0.0167 0.0167 0.0006 nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.650479 95.670756 206.522980 209.954336 34.212143 36.705241 1511.590857 1875.451143 0.0165 0.0164 0.0004 1.129569 1.130923
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 39.049110 35.605491 68.474179 44.945197 314.826925 199.670353 2221.248801 1607.369251 0.0162 0.0162 0.0003 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 155.109144 203.166142 291.971963 318.422348 1098.446521 1369.077923 5536.669136 6585.923932 0.0166 0.0162 0.0003 1.132775 1.131451
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.653477 10.386430 21.792419 21.488968 36.242106 74.422750 362.404032 457.048700 0.0164 0.0165 0.0004 nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.426528 9.908183 24.887755 25.432548 181.856725 142.242644 627.969192 637.076935 0.0163 0.0163 0.0003 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 111.611025 79.680827 278.165911 224.002658 72.991135 35.859725 4215.360857 2817.275023 0.0162 0.0164 0.0004 0.000000 0.000000
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.690701 4.100821 5.769106 7.395597 3.065564 5.624263 381.140543 742.769302 0.0165 0.0162 0.0004 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.093000 10.425543 26.090652 34.714137 81.404649 189.188652 794.369835 1566.633129 0.0164 0.0163 0.0004 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 25.963392 29.285408 66.039430 57.871123 142.138344 188.452660 1468.286489 1750.158782 0.0163 0.0164 0.0003 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 43.770956 26.464689 114.401663 54.855394 2710.061986 416.691000 2774.290179 414.581023 0.0219 0.0204 0.0010 nan nan
2459702 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
2459701 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
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 106.166884 106.166884 96.283137 96.283137 76.931634 76.931634 167.141193 167.141193 1.0000 1.0000 0.0000 12122.121094 12122.121094
2459696 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
2459695 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
2459694 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
2459693 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.232063 55.524833 132.058109 150.893748 75.212032 165.369474 87.598739 152.633822 0.0194 0.0189 0.0005 1.253032 1.245418
2459692 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459691 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 119.209841 83.814465 186.490701 152.809403 185.085574 132.361853 2289.051088 1991.374530 0.0186 0.0188 0.0005 1.320530 1.320988
2459690 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
2459689 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan 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 1.107085 1.104602
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 66.332908 75.062923 118.591964 102.416889 205.646244 95.090836 466.955288 303.431878 0.0160 0.0161 0.0003 1.226841 1.227291
2459685 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
2459684 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.416234 90.942687 147.575137 137.163345 102.247701 98.335938 598.790860 610.673642 0.0163 0.0163 0.0003 1.269718 1.263349
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.957252 87.053305 138.512760 137.769762 70.563498 109.089231 705.569326 855.747009 0.0169 0.0163 0.0004 1.076668 1.075171
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 116.126778 125.617416 149.773226 164.103894 185.191471 313.147476 1239.015519 1849.891098 0.0161 0.0163 0.0003 1.170825 1.182752
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 62.346025 93.625644 123.987983 137.047403 66.938957 123.580308 572.745294 974.378286 0.0165 0.0160 0.0006 1.314359 1.298435
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 90.980897 119.280643 174.101367 161.152162 47.027504 40.899498 802.110212 963.611614 0.0162 0.0162 0.0003 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 109.312296 76.799136 161.119102 125.773414 121.435773 84.305553 576.027221 399.390071 0.0163 0.0163 0.0003 1.128866 1.097656
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 193.839094 109.726403 170.113484 122.895262 104.879206 65.525694 1915.943581 1112.028713 0.0175 0.0179 -0.0002 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% - - 39.765386 36.481655 132.956513 88.203462 190.381136 185.849091 2154.976814 1785.583665 0.0164 0.0162 0.0005 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.945745 78.106947 196.400077 170.062024 53.171187 48.452259 1381.375659 1123.803476 0.0161 0.0163 0.0003 1.195041 1.194202
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 224.056445 114.989565 202.410072 152.183355 116.482053 65.802762 3609.620246 2323.491562 0.0166 0.0166 0.0007 1.150214 1.150998
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 38.756953 71.498247 180.907540 198.271912 191.902443 254.548762 913.597607 1265.323337 0.0167 0.0163 0.0004 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.678995 113.719310 255.875649 271.571435 71.690552 82.125025 1281.131838 1830.029056 0.0166 0.0163 0.0004 1.212296 1.203865
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 28.335778 40.000518 62.100759 78.150130 303.853922 501.104854 1104.754632 1885.504521 0.0168 0.0163 0.0005 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.302138 94.357975 176.728941 213.969641 43.448042 55.133300 258.396068 545.860040 0.0169 0.0164 0.0005 0.790025 0.783095
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.690697 69.215168 200.667064 194.232913 83.003762 60.026324 944.805743 996.034198 0.0163 0.0161 0.0003 1.244359 1.240315
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 122.528209 90.515185 189.977182 179.364609 89.417274 90.731219 2834.198772 3193.132193 0.0161 0.0162 0.0003 1.161756 1.165621
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 85.095802 94.069429 140.806506 160.069128 42.979337 71.988594 2075.182330 3917.724057 0.0161 0.0163 0.0003 1.212928 1.210907
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.814255 86.937337 159.812294 164.278358 50.534148 65.125742 851.752732 873.311452 0.0164 0.0160 0.0003 1.199653 1.199034
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.521285 97.705150 114.532754 133.654034 42.503457 61.347573 955.052620 2215.204351 0.0168 0.0160 0.0007 1.048501 1.045157
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 40.021290 46.447655 94.310137 102.734130 175.936911 307.189218 1378.839821 2104.031145 0.0163 0.0160 0.0003 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.137630 118.618442 107.729809 141.452414 38.082272 66.685139 350.986646 867.035317 0.0171 0.0162 0.0007 1.108681 1.104118
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 105.371216 124.000234 183.601703 165.553285 59.875537 68.413860 997.087082 861.177907 0.0164 0.0164 0.0004 1.208250 1.210786
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.606662 113.490747 190.072837 182.539639 27.933557 22.675647 62.209687 49.615037 0.0163 0.0163 0.0003 1.143029 1.146107
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.902235 75.545496 183.196850 177.560162 73.061558 85.998465 144.799939 190.264281 0.0164 0.0164 0.0003 1.208990 1.203224
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.473526 80.819867 118.142167 139.959970 31.132685 66.827908 815.353211 1712.957257 0.0166 0.0162 0.0006 1.174036 1.166178
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 0.656031 0.656031 1034.911045 1034.911045 31034.990762 31034.990762 6.222739 6.222739 0.2085 0.2085 0.0000 0.035526 0.035526
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 98.583091 94.364907 192.033756 177.615246 102.107997 138.180668 1874.100459 2015.751239 0.0168 0.0168 0.0003 1.147634 1.149025
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.359283 89.748576 177.902403 164.467293 61.776277 84.169665 257.098968 209.022660 0.0168 0.0171 0.0000 1.163227 1.164822
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.342538 73.210061 219.657290 185.319142 86.861420 50.777118 1321.115494 846.497476 0.0166 0.0171 0.0000 1.176842 1.178667
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4663 0.4611 0.0032 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.478434 89.636167 156.715857 152.121315 43.646551 44.079386 511.076684 455.190047 0.0170 0.0167 0.0003 1.144763 1.142157
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 78.652723 81.639706 169.130039 165.901999 78.445153 69.883102 668.954941 760.977623 0.0166 0.0165 0.0002 1.146230 1.143150
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0173 0.0168 0.0004 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.990583 75.370882 177.350628 158.513282 48.565280 47.975136 599.786486 389.912287 0.0168 0.0175 0.0002 1.142649 1.147628
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 76.126497 118.736668 203.275764 217.431743 60.026410 75.845171 451.240680 614.103852 0.0165 0.0165 0.0003 1.150222 1.146952
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.594575 100.237569 176.784888 173.700914 73.839538 85.865629 447.873568 512.173270 0.0167 0.0167 0.0001 1.095457 1.096663
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.922020 -0.620326 152134.230454 -0.620878 8.349686 -0.619596 8.339647 -0.619448 1.0000 1.0000 0.0000 0.076407 0.076849
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 99.516380 95.302189 221.327289 211.340270 69.058731 86.437543 898.069109 1030.617602 0.0162 0.0161 0.0003 1.120514 1.121540
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 143.773657 93.869034 216.746981 174.327159 84.506192 60.777793 831.092799 569.009042 0.0163 0.0163 0.0003 1.189440 1.189529
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.215380 124.593563 180.974057 199.617201 42.743600 75.693927 704.922775 940.663470 0.0164 0.0160 0.0004 1.060226 1.059096
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 92.712101 113.662027 161.180152 152.798379 56.716220 62.014616 858.906772 863.749745 0.0162 0.0163 0.0003 1.007762 1.011353
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 77.100330 95.181663 186.326600 174.182867 82.550844 39.858376 749.211874 636.223119 0.0167 0.0164 0.0003 1.089155 1.091440
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 112.644779 80.731824 187.421346 132.672460 118.364575 44.804326 1502.435193 568.216156 0.0161 0.0164 0.0004 1.136581 1.144167
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673714 -0.673714 -0.673589 -0.673589 -0.676153 -0.676153 -0.676176 -0.676176 1.0000 1.0000 0.0000 0.052724 0.052724
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 82.603293 78.568785 148.188329 128.643137 57.028073 69.705641 1004.221600 1118.443152 0.0159 0.0164 0.0003 1.129761 1.134826
2459625 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
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 97.074110 100.099804 155.461109 121.814717 66.339675 67.151852 1010.582007 644.489826 0.0161 0.0166 0.0005 1.166390 1.176559
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 175.894573 94.696664 384.720158 261.714164 77.018262 40.524437 1293.054362 669.306639 0.0168 0.0168 0.0004 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 51.855671 98.259265 162.300577 175.542792 55.190592 47.323711 888.421970 997.471063 nan nan nan 1.488406 0.793403
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 35.524999 54.499307 108.240580 100.247850 254.647093 349.246936 1878.055083 2117.647310 0.0174 0.0174 0.0004 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.710904 87.217962 167.002487 169.494419 81.184546 74.334328 465.056653 572.099120 0.0174 0.0173 0.0003 1.201840 1.198800
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 112.785139 112.920615 201.389464 192.553260 67.907462 107.027070 1056.306843 1308.227443 0.0171 0.0173 0.0003 1.334573 1.320810
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.487847 87.955463 147.410443 165.174163 48.535377 91.584404 875.656985 1414.422265 0.0175 0.0173 0.0004 0.000000 0.000000
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 158.358549 77.957672 331.453079 219.195466 130.815771 67.340392 1255.421070 498.755028 0.0174 0.0176 0.0003 0.912096 0.920012
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 121.743074 152.228488 182.198271 174.607033 62.177118 69.527876 1040.186442 1142.570538 0.0172 0.0171 0.0003 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.392886 125.235125 161.423266 205.546251 58.121591 100.153131 630.488096 1332.774788 0.0175 0.0172 0.0006 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 114.135125 210.888466 151.787275 201.057450 70.233382 105.459848 741.115100 1174.748523 0.0196 0.0204 -0.0001 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 144.665646 112.923115 129.219606 119.270121 67.546825 94.026390 726.097616 712.629386 0.0164 0.0164 0.0003 1.163901 1.167015
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 208.793722 183.870071 167.015590 162.668350 58.919961 52.510604 495.055138 450.601445 0.0162 0.0162 0.0003 1.164459 1.161524
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 251.205170 269.605449 226.068034 239.023318 63.539487 78.163153 801.468063 943.809079 0.0159 0.0160 0.0003 1.215495 1.202853
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 117.338228 166.409921 213.762339 236.557059 55.257019 84.282574 349.560226 444.838206 0.0165 0.0164 0.0004 1.235488 1.229558
2459607 RF_maintenance 100.00% 97.84% 97.84% 0.00% 100.00% 0.00% 10.816174 12.265486 25.192978 25.553029 40.743224 41.054457 -2.608492 -2.254427 0.0432 0.0433 0.0002 1.227895 1.221800
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 4.501059 9.567159 43.179632 45.000844 108.213136 137.643775 83.789422 113.569508 0.0171 0.0164 0.0006 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 188.879842 218.038582 180.989048 192.178678 72.187475 73.189422 509.938682 548.360893 0.0164 0.0160 0.0004 1.233172 1.222406
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.361060 99.486363 194.797491 203.088586 22.581092 28.009622 51.141867 55.737600 0.0168 0.0167 0.0003 1.074298 1.078395
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 230.223575 147.341418 265.469524 241.077675 41.029465 52.730334 742.547160 824.749540 0.0165 0.0163 0.0005 1.165746 1.166298
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 222.053776 189.756731 205.618608 199.797036 63.146535 96.636133 643.840901 654.283318 0.0161 0.0163 0.0003 1.205615 1.203611
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.637964 101.948965 188.511135 199.170747 43.330712 54.347588 598.489733 768.012122 0.0168 0.0164 0.0004 1.164903 1.160702
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 171.659194 202.387597 177.132603 184.118883 66.684390 69.401622 372.167784 441.295856 0.0162 0.0162 0.0003 1.138270 1.136427
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 233.761823 171.021595 195.430571 180.199458 40.146875 37.344352 144.599364 129.917730 0.0165 0.0162 0.0003 1.127018 1.129495
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 88.999962 98.247317 154.730107 175.609790 30.646425 38.728772 93.140927 117.835396 0.0168 0.0160 0.0007 1.163417 1.159667
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 91.330138 84.103664 182.145926 165.673499 67.937496 54.253836 215.513519 184.723556 0.0166 0.0167 0.0004 1.156043 1.160020
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.596284 19.918511 66.024058 79.104347 91.136903 85.952445 104.417026 98.492233 0.0172 0.0161 0.0010 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 237.258215 150.939764 284.411723 253.893110 81.683605 89.538962 647.409849 646.961589 0.0160 0.0162 0.0003 1.190165 1.190645
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 222.551399 132.584148 212.016564 179.813466 47.445327 81.527368 325.765954 266.612888 0.0162 0.0167 0.0004 1.121752 1.128357
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 302.960705 120.602761 253.033387 181.572367 57.437431 68.028943 353.243370 216.601613 0.0160 0.0163 0.0004 1.135298 1.146171
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.230961 91.898936 216.447238 227.901471 45.285645 44.998818 83.707903 96.585850 0.0164 0.0162 0.0003 1.133077 1.131302
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 148.289963 89.058468 331.638885 268.366060 79.053787 41.498159 555.897586 358.407625 nan nan nan 0.916431 0.918040
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 145.689710 125.393019 68.072832 65.670718 21.935009 21.870261 487.025366 522.616916 0.0166 0.0161 0.0006 1.244636 1.244725
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.680097 58.943305 48.383839 43.495941 10.551248 9.545598 680.150058 673.346073 0.0166 0.0164 0.0004 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 97.501984 141.203302 257.255724 260.032604 20.196621 29.388192 122.232613 169.045666 0.0165 0.0163 0.0004 0.924371 0.926607
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 54.269978 84.378517 79.128001 73.185563 35.364595 40.228012 222.658910 268.206834 0.0170 0.0169 0.0004 1.063913 1.064781
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.290873 74.489528 73.906267 67.196319 58.509570 43.396827 335.168745 290.841550 0.0163 0.0163 0.0004 1.216416 1.215090
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 74.558802 91.920768 80.323083 77.280156 26.799232 39.777578 267.703604 330.903535 0.0168 0.0163 0.0006 1.183697 1.180412
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 99.782114 89.872104 103.837963 84.859029 55.034375 40.454521 492.500929 330.052120 0.0163 0.0162 0.0004 1.213851 1.214062
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 54.645871 73.228845 97.005554 91.791044 50.356553 52.648022 639.600886 570.070751 0.0164 0.0163 0.0003 1.152842 1.147914
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.617488 10.650283 38.243778 39.053852 185.736461 264.294340 1005.928522 1356.203493 0.0163 0.0162 0.0003 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.302925 92.933246 71.957884 76.181713 51.299484 58.346330 331.544919 452.695315 0.0169 0.0163 0.0004 1.169576 1.165257
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.545256 88.744254 52.010901 64.637993 28.233196 49.610760 287.479002 496.003745 0.0169 0.0161 0.0005 0.000000 0.000000
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.921121 89.667926 59.376515 75.285486 26.447782 52.795053 40.528253 104.079510 0.0165 0.0163 0.0003 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.220729 66.854402 58.384954 60.916745 39.757419 75.636213 188.858724 331.810309 0.0164 0.0163 0.0004 0.998619 0.997150
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.872595 71.473173 101.711609 100.751667 40.679889 62.710754 450.892196 532.361415 0.0166 0.0163 0.0004 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.054529 73.976146 56.999651 54.357398 27.565654 39.859450 581.016382 774.395378 0.0163 0.0164 0.0003 0.000000 0.000000
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.207032 9.456296 51.340933 34.796239 308.358488 193.020726 1887.559832 1184.032111 0.0161 0.0164 0.0003 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.648759 105.781830 68.172889 74.594571 14.843121 30.736964 369.004323 682.005348 0.0167 0.0164 0.0004 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 165.283506 107.843286 109.680712 79.506509 37.926645 37.070454 65.696169 57.477674 0.0162 0.0162 0.0005 1.000526 1.005623
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.575188 72.289701 84.350103 72.500278 50.217741 42.685715 260.854535 235.547867 0.0165 0.0162 0.0005 1.050761 0.463918
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 2.744448 2.744448 2.569265 2.569265 0.646598 0.646598 0.135260 0.135260 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.274769 71.906176 83.883359 73.201445 5.963467 10.957773 196.604823 262.009603 0.0161 0.0164 0.0004 1.159506 1.162749
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.200055 75.237394 149.252668 148.504148 35.438656 46.177974 373.270540 373.258904 0.0165 0.0163 0.0003 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 48.693947 94.943177 39.145068 50.860314 11.105158 33.625050 197.696438 476.496119 0.0162 0.0160 0.0003 1.109483 1.105130
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.949335 63.933838 45.014582 39.838177 20.520521 12.881521 646.590626 509.503718 0.0163 0.0161 0.0004 0.758159 0.756420
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.253016 67.842665 36.798473 37.425183 9.377673 13.547413 226.650155 359.298244 0.0164 0.0162 0.0004 0.974876 0.980407
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.072722 66.808014 42.463560 38.991123 5.588942 9.517396 249.199569 296.342962 0.0163 0.0162 0.0004 1.200685 1.202449
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 104.777168 92.112806 97.924435 82.681021 56.359554 50.092797 754.518116 576.506351 0.0162 0.0162 0.0002 1.234512 1.231503
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0165 0.0165 0.0004 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 92.184014 84.503473 102.835845 83.164403 60.073375 40.602513 1522.903498 879.376565 0.0162 0.0164 0.0004 1.219720 1.222128
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0164 0.0166 0.0004 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0161 0.0164 0.0004 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.554131 89.069035 112.818495 111.308906 60.979274 72.320883 379.800612 493.025615 0.0164 0.0162 0.0004 0.000000 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.395542 59.895998 56.177802 48.750037 35.181320 26.649966 701.709132 525.659965 0.0163 0.0161 0.0004 1.192351 1.196613
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0432 0.0433 0.0002 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 132.993794 86.411435 123.668579 84.500509 77.083679 50.140619 986.153086 525.022350 0.0161 0.0164 0.0003 1.188315 1.191577
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 106.240213 91.705172 210.887285 168.923442 6.219250 5.899949 482.425900 472.692200 0.0161 0.0163 0.0004 1.168211 1.169474
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.937327 11.201291 46.459684 46.857024 695.489723 673.335539 23.504405 33.878546 0.0169 0.0169 0.0004 1.176835 1.177462
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.782752 78.604874 38.590902 41.902975 21.371903 44.353763 157.270817 281.442923 0.0166 0.0162 0.0004 1.078964 1.075430
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 242.173754 132.082634 201.694709 131.886195 129.903616 70.056576 1433.180815 707.627931 0.0165 0.0164 0.0004 1.247870 1.252142
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.748603 62.763091 36.509315 39.064514 21.106693 34.180192 223.408635 344.181476 0.0163 0.0162 0.0003 1.210898 1.207633
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.772418 60.772193 36.373762 33.395613 20.429207 36.774711 206.248581 244.864712 0.0162 0.0164 0.0003 1.155516 1.156166
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 142.211601 99.706685 117.125773 78.458907 88.376258 51.420654 1241.206187 560.247735 0.0159 0.0163 0.0003 1.189393 1.190141
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.881226 99.110807 107.494113 101.134249 52.561688 47.741558 337.718293 408.374898 0.0165 0.0164 0.0003 1.282588 1.272421
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.707224 65.797121 34.901348 36.967972 19.057551 29.747732 297.346875 318.896363 0.0162 0.0163 0.0003 1.199976 1.198275
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.106127 103.951371 126.422856 131.379890 201.909381 235.081983 331.011165 483.816546 0.0162 0.0161 0.0002 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 74.555064 115.551406 114.136484 114.589974 58.335295 99.869089 434.507294 635.573550 nan nan nan 1.531310 1.535802
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.412592 85.408249 113.730205 108.199815 100.651988 134.103525 483.870608 598.398093 0.0166 0.0165 0.0005 1.313458 1.282946
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.474959 11.597517 30.012049 35.186112 146.726583 285.651032 681.397194 1299.863142 0.0176 0.0164 0.0008 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.172553 104.649010 100.606655 105.218590 50.268485 53.674944 72.541626 105.254078 0.0166 0.0165 0.0003 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.743509 102.722836 92.539213 100.705954 60.581035 107.476410 348.730595 535.768424 0.0086 0.0069 0.0021 1.160223 1.150074
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 91.489675 100.238367 191.121330 165.734479 104.913799 56.576595 791.052972 543.068286 0.0058 0.0062 0.0056 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 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 396.959581 24.731898 68.626305 86.822950 89.462788 58.503687 58.967866 396.959581 314.786003

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 4166.055905 110.632102 101.746100 180.674542 152.170880 327.343835 195.219406 4166.055905 2945.852977

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 891.200812 56.103775 38.179951 64.676625 48.622176 28.531599 14.143633 891.200812 403.240108

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 842.331056 41.493811 70.697974 75.589361 81.675113 55.098217 51.804416 707.764030 842.331056

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 895.098952 48.527429 34.516153 78.182906 76.457597 9.925505 10.361206 895.098952 832.521802

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 960.638399 84.677729 72.797873 85.037889 74.246884 96.274345 94.638212 960.638399 910.575806

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 910.333486 65.545654 52.958383 72.441544 55.819507 67.430942 55.410670 910.333486 580.504158

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1298.083475 85.333349 116.638714 84.474039 98.989381 105.376359 119.698642 1298.083475 1134.298620

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1254.205785 51.576740 98.022592 161.434673 189.194076 136.534428 265.342167 744.245623 1254.205785

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1029.647324 87.611372 112.092116 185.724740 188.794887 39.640267 53.014804 544.243642 1029.647324

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 1316.095437 75.616630 66.302898 84.908611 67.454572 94.594754 46.486710 1316.095437 658.970950

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1205.741356 45.097350 84.980874 91.189701 102.468416 50.978601 97.655284 804.654327 1205.741356

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 2947.593213 30.669152 39.679060 55.628870 53.816357 576.584617 493.573876 2934.606986 2947.593213

Antenna 1: 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
1 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1505.543798 33.892162 26.376964 47.098265 37.706033 67.740225 37.447651 1505.543798 834.685846

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 1347.339488 41.321036 35.682688 43.408138 45.697723 110.041706 91.086722 1166.885146 1347.339488

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1239.945647 30.323158 31.785615 50.246638 41.875215 85.460006 85.607078 1063.630026 1239.945647

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1431.110875 32.338175 25.767397 55.883828 46.517844 241.713503 187.679148 1431.110875 747.129474

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 651.108256 21.235402 18.371608 31.429573 32.145019 119.989853 111.145815 621.223912 651.108256

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 2211.570522 34.569302 25.912536 47.650722 39.389041 323.738193 251.475268 2211.570522 1305.859377

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 740.514785 20.640066 23.532666 44.602177 45.421608 204.141049 393.936739 444.843759 740.514785

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1558.433459 29.433408 21.778290 39.796066 34.422484 435.273610 313.371191 1558.433459 1011.905502

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 2018.924611 24.562665 30.811102 44.692002 48.777349 390.423788 607.786620 1304.047453 2018.924611

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 2940.193371 28.689540 32.500916 58.080467 39.185474 356.107359 236.592996 2940.193371 1498.682247

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 1488.229287 21.662495 25.511993 34.089187 28.301056 205.255634 148.124595 1488.229287 1016.845294

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1875.451143 69.650479 95.670756 206.522980 209.954336 34.212143 36.705241 1511.590857 1875.451143

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 2221.248801 35.605491 39.049110 44.945197 68.474179 199.670353 314.826925 1607.369251 2221.248801

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 6585.923932 203.166142 155.109144 318.422348 291.971963 1369.077923 1098.446521 6585.923932 5536.669136

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 457.048700 10.386430 7.653477 21.488968 21.792419 74.422750 36.242106 457.048700 362.404032

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 637.076935 9.908183 7.426528 25.432548 24.887755 142.242644 181.856725 637.076935 627.969192

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 4215.360857 111.611025 79.680827 278.165911 224.002658 72.991135 35.859725 4215.360857 2817.275023

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 742.769302 4.100821 2.690701 7.395597 5.769106 5.624263 3.065564 742.769302 381.140543

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1566.633129 10.425543 7.093000 34.714137 26.090652 189.188652 81.404649 1566.633129 794.369835

Antenna 1: 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
1 N00 RF_maintenance nn Temporal Discontinuties 1750.158782 29.285408 25.963392 57.871123 66.039430 188.452660 142.138344 1750.158782 1468.286489

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 2774.290179 26.464689 43.770956 54.855394 114.401663 416.691000 2710.061986 414.581023 2774.290179

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Temporal Discontinuties 167.141193 106.166884 106.166884 96.283137 96.283137 76.931634 76.931634 167.141193 167.141193

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance nn Temporal Variability 165.369474 20.232063 55.524833 132.058109 150.893748 75.212032 165.369474 87.598739 152.633822

Antenna 1: 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
1 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 2289.051088 119.209841 83.814465 186.490701 152.809403 185.085574 132.361853 2289.051088 1991.374530

Antenna 1: 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
1 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 466.955288 75.062923 66.332908 102.416889 118.591964 95.090836 205.646244 303.431878 466.955288

Antenna 1: 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
1 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 610.673642 81.416234 90.942687 147.575137 137.163345 102.247701 98.335938 598.790860 610.673642

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 855.747009 87.053305 60.957252 137.769762 138.512760 109.089231 70.563498 855.747009 705.569326

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 1849.891098 116.126778 125.617416 149.773226 164.103894 185.191471 313.147476 1239.015519 1849.891098

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 974.378286 93.625644 62.346025 137.047403 123.987983 123.580308 66.938957 974.378286 572.745294

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 963.611614 90.980897 119.280643 174.101367 161.152162 47.027504 40.899498 802.110212 963.611614

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 576.027221 76.799136 109.312296 125.773414 161.119102 84.305553 121.435773 399.390071 576.027221

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 1915.943581 109.726403 193.839094 122.895262 170.113484 65.525694 104.879206 1112.028713 1915.943581

Antenna 1: 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
1 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 2154.976814 36.481655 39.765386 88.203462 132.956513 185.849091 190.381136 1785.583665 2154.976814

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 1381.375659 67.945745 78.106947 196.400077 170.062024 53.171187 48.452259 1381.375659 1123.803476

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 3609.620246 224.056445 114.989565 202.410072 152.183355 116.482053 65.802762 3609.620246 2323.491562

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 1265.323337 38.756953 71.498247 180.907540 198.271912 191.902443 254.548762 913.597607 1265.323337

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 1830.029056 113.719310 84.678995 271.571435 255.875649 82.125025 71.690552 1830.029056 1281.131838

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 1885.504521 28.335778 40.000518 62.100759 78.150130 303.853922 501.104854 1104.754632 1885.504521

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 545.860040 94.357975 47.302138 213.969641 176.728941 55.133300 43.448042 545.860040 258.396068

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 996.034198 56.690697 69.215168 200.667064 194.232913 83.003762 60.026324 944.805743 996.034198

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 3193.132193 90.515185 122.528209 179.364609 189.977182 90.731219 89.417274 3193.132193 2834.198772

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 3917.724057 94.069429 85.095802 160.069128 140.806506 71.988594 42.979337 3917.724057 2075.182330

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 873.311452 86.937337 47.814255 164.278358 159.812294 65.125742 50.534148 873.311452 851.752732

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 2215.204351 97.705150 65.521285 133.654034 114.532754 61.347573 42.503457 2215.204351 955.052620

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 2104.031145 40.021290 46.447655 94.310137 102.734130 175.936911 307.189218 1378.839821 2104.031145

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 867.035317 118.618442 52.137630 141.452414 107.729809 66.685139 38.082272 867.035317 350.986646

Antenna 1: 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
1 0 RF_maintenance ee Temporal Discontinuties 997.087082 105.371216 124.000234 183.601703 165.553285 59.875537 68.413860 997.087082 861.177907

Antenna 1: 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
1 0 RF_maintenance ee Power 190.072837 65.606662 113.490747 190.072837 182.539639 27.933557 22.675647 62.209687 49.615037

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 190.264281 75.545496 60.902235 177.560162 183.196850 85.998465 73.061558 190.264281 144.799939

Antenna 1: 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
1 0 RF_maintenance nn Temporal Discontinuties 1712.957257 47.473526 80.819867 118.142167 139.959970 31.132685 66.827908 815.353211 1712.957257

Antenna 1: 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
1 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 1: 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
1 0 RF_maintenance ee Temporal Variability 31034.990762 0.656031 0.656031 1034.911045 1034.911045 31034.990762 31034.990762 6.222739 6.222739

Antenna 1: 2459646

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
1 0 RF_maintenance nn Temporal Discontinuties 2015.751239 98.583091 94.364907 192.033756 177.615246 102.107997 138.180668 1874.100459 2015.751239

Antenna 1: 2459645

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
1 0 RF_maintenance ee Temporal Discontinuties 257.098968 74.359283 89.748576 177.902403 164.467293 61.776277 84.169665 257.098968 209.022660

Antenna 1: 2459642

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
1 0 RF_maintenance ee Temporal Discontinuties 1321.115494 74.342538 73.210061 219.657290 185.319142 86.861420 50.777118 1321.115494 846.497476

Antenna 1: 2459640

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
1 0 RF_maintenance ee Temporal Discontinuties 511.076684 52.478434 89.636167 156.715857 152.121315 43.646551 44.079386 511.076684 455.190047

Antenna 1: 2459639

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
1 0 RF_maintenance nn Temporal Discontinuties 760.977623 78.652723 81.639706 169.130039 165.901999 78.445153 69.883102 668.954941 760.977623

Antenna 1: 2459638

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
1 0 RF_maintenance nn Temporal Discontinuties 152.081259 15.906342 64.011502 139.040286 149.453403 31.090970 41.153809 110.686942 152.081259

Antenna 1: 2459637

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
1 0 RF_maintenance ee Temporal Discontinuties 599.786486 50.990583 75.370882 177.350628 158.513282 48.565280 47.975136 599.786486 389.912287

Antenna 1: 2459636

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
1 0 RF_maintenance nn Temporal Discontinuties 614.103852 76.126497 118.736668 203.275764 217.431743 60.026410 75.845171 451.240680 614.103852

Antenna 1: 2459635

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
1 0 RF_maintenance nn Temporal Discontinuties 512.173270 100.237569 71.594575 173.700914 176.784888 85.865629 73.839538 512.173270 447.873568
In [ ]: