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 = "24"
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 24 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 24, 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% 22.301103 65.529575 97.915308 99.928533 89.956982 130.636179 367.943810 388.073890 0.0169 0.0165 0.0006 1.072368 1.063497
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% 63.647732 96.241622 151.193853 139.839268 246.114426 129.893218 2532.800701 1803.067335 0.0166 0.0165 0.0004 0.000000 0.000000
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.652135 49.580288 64.728173 56.412603 28.559008 20.073621 1058.498797 641.961025 0.0163 0.0163 0.0004 1.064874 1.070468
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.794968 69.283045 75.154804 87.373728 51.305911 95.620798 661.173922 1153.074884 0.0168 0.0162 0.0005 1.050926 1.046230
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.721052 59.186414 72.416107 83.807113 11.292013 12.989259 748.346920 1103.354180 0.0168 0.0163 0.0005 1.062602 1.057813
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.549288 85.730639 89.117206 68.889631 137.299499 41.472431 1212.663065 405.801584 0.0163 0.0167 0.0005 1.074425 1.078253
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.006110 91.118361 54.645415 86.175829 43.587920 147.625160 484.652341 1859.295395 0.0171 0.0163 0.0007 1.091508 1.082068
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.744692 31.246890 68.734505 72.272061 68.314944 126.983326 623.839518 1236.326001 0.0171 0.0160 0.0007 1.074421 1.127724
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 84.239837 97.924048 214.912203 189.861532 373.019091 287.065847 1639.357365 1249.184208 0.0163 0.0164 0.0003 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% 83.387087 77.931090 94.837922 73.899838 116.811960 65.486982 1706.892341 778.879076 0.0161 0.0164 0.0004 1.088725 1.097032
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.023283 74.956821 112.385049 102.148732 91.761960 109.358123 1414.053010 1304.953761 0.0164 0.0164 0.0003 1.088163 1.089784
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.349759 37.829973 40.804868 52.911671 176.481235 411.007747 1108.261063 1952.473642 0.0166 0.0162 0.0004 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% - - 31.903098 34.728054 60.367801 54.991098 152.714962 130.051484 1860.712407 1920.641198 0.0166 0.0164 0.0004 nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 34.619554 44.029712 47.034656 47.216643 87.279597 85.358627 1273.056388 1067.149807 0.0167 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% - - 28.499105 34.873632 47.450836 52.152104 106.152151 135.078784 1333.578682 1817.227136 0.0166 0.0163 0.0004 nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 29.203747 32.503216 77.671951 44.710055 318.270350 259.939644 1954.646965 862.005689 0.0166 0.0165 0.0005 nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.353957 23.990000 36.279152 38.496522 140.780972 152.719825 863.497455 1014.384551 0.0169 0.0164 0.0003 nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 23.974991 31.743978 33.218652 39.690278 163.220032 157.408432 896.726274 1157.590540 0.0175 0.0165 0.0006 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% 85.022670 117.591158 228.844617 200.040517 35.320955 20.473742 2043.801565 1191.474671 0.0168 0.0168 0.0007 1.096949 1.102844
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.574582 23.940221 46.188108 36.759774 286.122705 329.018310 652.148025 493.871994 0.0168 0.0167 0.0008 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 20.447557 30.549625 33.182523 36.893631 388.803065 361.469965 985.184369 1112.075459 0.0166 0.0165 0.0003 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% - - 22.841487 27.685615 40.958311 33.053017 363.869545 211.549973 1787.357234 1317.732674 0.0167 0.0164 0.0005 nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.309369 100.899338 217.335194 209.927853 45.056536 43.018121 2087.221689 1779.406874 0.0166 0.0164 0.0003 1.076256 1.077417
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.253679 34.292376 39.817358 38.105935 128.939373 153.296237 1022.621559 1153.501615 0.0167 0.0166 0.0004 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 226.918855 157.073015 308.631879 286.053374 1302.259174 1027.736709 5227.578539 3228.812163 0.0162 0.0167 0.0005 1.106391 1.109006
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.434993 11.505074 21.504241 22.331592 91.251318 65.352358 450.503868 455.318075 0.0170 0.0165 0.0007 nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.394160 11.592165 37.112002 29.969053 280.237313 174.722486 1106.849771 833.966946 0.0162 0.0161 0.0003 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.588098 89.858913 221.996982 229.116654 37.665261 32.556907 2319.358252 2216.524667 0.0167 0.0164 0.0003 0.000000 0.000000
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.704113 3.788996 6.594721 5.190647 6.802987 3.064058 589.972084 331.268567 0.0165 0.0167 0.0004 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.560136 9.121034 34.725347 17.317670 103.022375 28.486532 1044.053427 350.944948 0.0165 0.0169 0.0006 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 22.468026 33.577635 48.579941 73.283557 147.279912 262.128879 745.735251 2555.139431 0.0172 0.0163 0.0007 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 40.128437 31.948741 142.707738 94.292236 6442.692370 596.198935 4881.540413 984.455567 0.0217 0.0216 0.0006 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% 78.517366 94.587602 87.018102 72.580562 141.324657 70.940069 1297.747118 694.789219 0.0172 0.0174 0.0004 1.180978 1.184770
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 257.982387 257.982387 235.749376 235.749376 193.889916 193.889916 464.027983 464.027983 1.0000 1.0000 0.0000 25796.964355 25796.964355
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% 22.651005 66.626148 147.811333 151.850788 114.583476 152.786609 129.716745 149.883817 0.0192 0.0189 0.0004 1.274364 1.276626
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% 45.509493 82.608723 137.892920 140.415395 72.410382 74.949369 1336.356245 1484.126131 0.0196 0.0190 0.0004 1.267259 1.264793
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 1.120590 1.111346
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 171.002845 77.212635 232.647953 123.206661 2374.021560 317.889879 3662.712223 303.670866 0.0259 0.0252 0.0027 nan nan
2459686 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.549413 85.996310 105.924502 107.913171 105.631274 92.361749 340.563893 307.311864 0.0164 0.0160 0.0004 1.113854 1.109982
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% 53.335945 112.257375 129.910668 121.166033 71.801419 73.266022 429.594247 309.538614 0.0165 0.0164 0.0003 1.114167 1.118867
2459676 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
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 68.782645 120.138562 138.621865 136.482621 270.269051 143.839614 1324.575693 907.065073 0.0164 0.0162 0.0003 1.137447 1.137979
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 48.664009 109.080550 113.867341 127.821139 65.309616 84.470549 404.823341 669.330855 0.0177 0.0162 0.0013 1.107233 1.098457
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 105.549064 106.740074 205.393391 157.113692 68.847872 34.163471 1698.530108 622.643651 0.0163 0.0163 0.0003 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.751509 110.818251 110.180526 140.704097 43.494847 121.706214 215.493307 500.715625 0.0173 0.0161 0.0008 1.127284 1.112643
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 89.708556 146.899313 138.468070 161.874449 132.107544 120.690364 1670.650220 2280.774530 0.0181 0.0182 0.0005 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.302804 104.540991 166.440221 184.443012 64.212575 45.494252 734.471640 1187.791742 0.0171 0.0162 0.0010 1.128784 1.123536
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.984947 115.591674 127.330960 138.016756 55.864408 58.835304 1813.271811 1697.883069 0.0174 0.0167 0.0008 1.144746 1.137274
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 34.068648 76.701780 168.203508 158.491218 192.458851 151.113867 1015.658406 674.796491 0.0175 0.0166 0.0007 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 134.370205 129.118493 322.257395 259.282653 133.664124 106.544236 2077.698627 1229.201057 0.0167 0.0164 0.0003 1.144845 1.148839
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 32.025666 53.139990 107.950859 82.753509 1229.072528 499.722951 3461.895760 1687.291807 0.0167 0.0163 0.0003 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.257581 112.608405 221.907152 197.661419 85.694464 39.961948 612.251820 284.434765 0.0168 0.0166 0.0004 1.136943 1.136956
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 39.927837 95.299852 184.280715 189.148698 62.044707 52.773482 1037.273185 687.486855 0.0164 0.0162 0.0003 1.151764 1.148103
2459659 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
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.386685 94.732298 131.105918 146.220833 55.630063 45.661876 1991.099164 2401.689906 0.0165 0.0163 0.0004 1.113922 1.110368
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.621105 90.143091 141.067211 160.481025 40.003931 48.454590 529.053403 691.918843 0.0175 0.0162 0.0010 1.143983 1.136700
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.979076 97.322463 113.943033 125.701027 55.944270 40.797102 960.057145 1376.299471 0.0176 0.0161 0.0012 1.113292 1.111284
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 36.513742 63.020255 99.751416 86.178350 267.738496 154.795536 1686.810425 1026.082759 0.0165 0.0162 0.0004 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 41.469135 75.810516 103.734496 122.938920 40.430984 67.469075 334.675675 629.661035 0.0179 0.0162 0.0011 1.135065 1.144192
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 111.804847 112.896852 199.775064 148.405779 77.072897 44.076541 1205.291428 453.088136 0.0165 0.0167 0.0005 1.130632 1.139671
2459651 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
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.960494 95.517507 154.525384 198.400565 53.896707 94.685961 126.561028 229.677476 0.0169 0.0164 0.0005 1.115867 1.107527
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.337878 93.560050 142.455158 122.810818 72.272792 41.626166 1288.653313 791.309424 0.0164 0.0164 0.0004 1.117027 1.121037
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% -0.018595 -0.018595 1032.262019 1032.262019 31035.072254 31035.072254 6.913393 6.913393 0.2085 0.2085 0.0000 0.019583 0.019583
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.905237 95.555372 153.852533 139.948018 68.404529 39.494606 1110.520947 502.603414 0.0176 0.0174 -0.0001 1.102459 1.108140
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.698741 94.659979 152.533403 149.158134 56.011299 39.514840 225.640791 142.346537 0.0192 0.0174 0.0003 1.114203 1.113699
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 56.208106 89.130483 207.259926 171.888829 63.519567 48.689893 1171.100095 513.274545 0.0170 0.0179 -0.0000 1.129281 1.138249
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4664 0.4612 0.0030 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 76.361567 94.985299 185.450133 142.918238 70.898674 54.075396 810.220614 382.844787 0.0167 0.0172 0.0000 1.105977 1.116280
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 70.408518 82.883876 169.056814 157.188156 62.781540 46.179192 701.248241 492.490041 0.0169 0.0166 0.0002 1.095667 1.096612
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0175 0.0168 0.0004 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 109.835878 98.850828 261.434898 173.300068 145.838111 45.515177 1751.918920 405.059724 0.0164 0.0171 -0.0001 1.113015 1.121113
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.357292 85.762518 197.313631 166.505312 59.974663 34.111915 443.001161 243.466593 0.0170 0.0170 0.0002 1.103967 1.110799
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 162.106267 116.677603 262.425467 169.054151 151.290126 43.803668 1128.922852 331.300838 0.0167 0.0168 0.0002 1.113027 1.120605
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.922314 -0.475666 152134.236977 -0.473532 8.365767 -0.482720 8.355947 -0.482733 1.0000 1.0000 0.0000 0.040686 0.040898
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.702404 112.077901 192.051166 176.413408 50.345769 48.556037 708.757831 384.159101 0.0166 0.0166 0.0004 1.111395 1.114622
2459632 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
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 107.100136 111.020080 208.201497 159.143688 64.334484 32.861174 933.300648 421.837753 0.0162 0.0166 0.0006 1.118028 1.124770
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 215.521088 123.575056 242.406870 140.816325 130.034062 36.272916 2246.473690 476.364041 0.0159 0.0166 0.0004 1.139868 1.151660
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 70.520933 106.687829 194.487202 183.318232 66.917815 48.011435 962.202797 600.635303 0.0166 0.0164 0.0003 1.131555 1.131551
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 103.910746 105.141400 194.503264 152.084757 78.474621 53.290798 1570.507311 676.330064 0.0162 0.0162 0.0003 1.105845 1.109662
2459627 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
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.456524 85.626045 138.778312 131.006903 58.149566 48.832459 1368.991648 729.928121 0.0162 0.0164 0.0003 1.094790 1.094914
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.301755 98.360037 151.689705 156.590199 46.384474 78.414495 436.332514 518.884573 0.0166 0.0166 0.0005 1.122917 1.121586
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.558037 105.892646 146.707401 132.960146 77.195122 67.416790 1126.334314 737.009769 0.0164 0.0165 0.0004 1.124061 1.126177
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% 52.331675 116.605103 246.479441 257.434049 28.128161 29.222085 483.938403 456.277752 0.0179 0.0170 0.0009 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 44.261255 110.769262 155.155822 159.654972 52.068102 59.903269 726.372495 577.537438 nan nan nan 1.072827 1.082553
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 37.267570 51.402679 151.159334 103.338829 465.422109 210.715745 3554.550088 1456.132351 0.0177 0.0174 0.0006 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.282492 90.349713 154.795171 150.357959 77.169035 66.474280 417.005152 339.906444 0.0176 0.0176 0.0004 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 102.433297 107.959847 207.077180 158.050428 94.428060 63.709982 1271.503052 628.074468 0.0172 0.0178 0.0004 0.831841 0.838075
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.289440 80.169965 167.311219 141.861249 75.229438 67.557427 1248.182046 694.490827 0.0174 0.0175 0.0004 0.939027 0.943866
2459616 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
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 126.074293 102.163981 196.065659 134.250367 82.135965 37.008303 1345.239507 418.319846 0.0173 0.0176 0.0006 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 168.070578 119.323191 242.211505 153.143427 105.806357 34.613398 1738.848297 364.379933 0.0174 0.0178 0.0007 0.000000 0.000000
2459613 RF_maintenance 100.00% - - - - - 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% 186.146126 132.961613 180.186631 162.225831 81.032533 99.224161 1079.492368 812.167699 0.0198 0.0206 0.0004 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 261.330484 114.236329 160.477343 117.078731 61.099085 58.455185 940.289522 574.208335 0.0168 0.0165 0.0006 1.109555 1.117702
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 302.183644 161.117605 197.803934 152.683083 50.683200 55.917545 557.014665 339.095066 0.0163 0.0164 0.0004 1.127348 1.134962
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 283.123906 209.968478 232.167963 215.796919 63.673540 77.209472 830.666842 735.347677 0.0160 0.0161 0.0003 1.117204 1.118184
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 95.468565 121.435503 199.244059 201.927829 40.126402 48.050225 228.401752 226.533013 0.0172 0.0169 0.0004 1.136491 1.136169
2459607 RF_maintenance 100.00% 96.22% 96.22% 0.00% 100.00% 0.00% 10.814905 12.267507 25.192363 25.556208 40.741472 41.063050 -2.424342 -2.263417 0.0370 0.0371 0.0002 1.133802 1.134527
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.958147 8.980048 59.514106 47.983725 201.255233 144.577884 141.466914 96.484809 0.0172 0.0163 0.0010 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 275.058158 179.654055 212.050927 183.855062 80.853584 59.355469 719.015391 435.712910 0.0163 0.0162 0.0003 1.146243 1.149387
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 71.358988 103.875287 223.375574 171.598027 27.729252 14.267978 55.300845 19.207984 0.0167 0.0170 0.0004 1.105148 1.112136
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 134.465609 132.642872 226.146103 225.808624 36.835428 33.029428 659.770624 505.179170 0.0169 0.0163 0.0006 1.104742 1.103495
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 126.231711 112.223224 176.522903 169.038007 60.131580 64.000590 476.703902 356.052336 0.0173 0.0165 0.0009 1.131975 1.134517
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 158.368234 114.880606 230.273123 206.990328 75.474293 73.021989 1085.786774 796.465486 0.0166 0.0164 0.0003 1.113809 1.115743
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 234.153270 93.565163 203.108223 142.397318 74.494492 56.482449 598.431085 225.908860 0.0164 0.0167 0.0005 1.134114 1.143667
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 385.545008 183.237394 274.721698 169.151400 32.180655 30.861557 169.364703 89.646970 0.0161 0.0165 0.0005 1.099424 1.110550
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 98.424439 69.560720 180.361639 139.676101 34.701723 32.908828 104.783537 89.418016 0.0168 0.0171 0.0011 1.136315 1.148012
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 94.489896 92.632537 180.326339 183.528316 58.473936 80.169011 202.628018 233.718908 0.0170 0.0166 0.0006 1.101191 1.097465
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.228530 11.623212 115.656526 57.613014 254.450998 48.843715 306.846545 60.846630 0.0162 0.0170 0.0008 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 267.947044 113.804277 306.070558 210.222980 94.872022 62.323925 786.093401 269.159244 0.0163 0.0165 0.0003 1.092750 1.102342
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 324.855462 182.556505 256.764339 200.116185 41.421626 41.187839 250.369354 278.659082 0.0163 0.0164 0.0004 1.124148 1.129536
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 337.054727 337.489416 inf inf 45.778678 49.773900 343.883121 363.299255 nan nan nan 0.000000 0.000000
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 178.870043 81.325083 277.406898 207.417489 36.531113 29.367972 52.716845 56.044446 0.0163 0.0167 0.0005 1.087501 1.096994
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 326.440818 93.706473 465.726910 273.661354 114.366300 45.382743 721.379261 349.771576 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 133.155444 128.800005 65.609225 61.247056 20.817838 21.836611 470.442946 294.535855 0.0172 0.0167 0.0011 1.119126 1.123617
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.415077 52.750434 54.204367 38.559421 10.361829 12.319049 896.082773 521.356455 0.0172 0.0166 0.0005 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.278102 127.683050 242.576550 235.184227 25.015936 23.558561 130.272191 118.809844 0.0170 0.0165 0.0006 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 104.494032 90.407660 120.888238 73.314624 126.530183 26.993287 804.531084 214.144334 0.0166 0.0171 0.0005 1.126258 1.133110
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.631604 72.669672 74.399198 59.789772 70.312513 30.737096 394.159741 144.656903 0.0169 0.0170 0.0010 1.075243 1.086880
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.719394 102.641964 76.075654 77.856103 44.437928 30.725795 288.454087 280.210980 0.0175 0.0164 0.0009 1.103104 1.100408
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 77.757013 91.271154 104.460305 88.276410 72.887976 43.236752 557.968100 349.997370 0.0165 0.0162 0.0004 1.114525 1.116793
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.217158 75.914820 114.715270 86.779776 78.873650 35.389880 937.729338 407.113612 0.0164 0.0165 0.0004 1.043027 1.049292
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.869406 11.953534 36.770944 31.528142 230.448886 132.421131 1106.759052 780.090522 0.0167 0.0164 0.0004 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.481461 100.044105 84.846939 70.407278 53.142205 41.005594 372.453096 253.933902 0.0164 0.0166 0.0004 1.105039 1.110637
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.431820 120.894303 68.546677 69.908465 66.722267 52.391017 560.747381 442.459606 0.0166 0.0161 0.0006 1.009870 1.010378
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.738036 78.739517 74.891981 56.090686 52.278508 17.140329 84.576991 34.822320 0.0168 0.0167 0.0005 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.079739 78.578150 69.221021 57.212161 58.005980 53.043585 368.305005 239.085131 0.0164 0.0165 0.0003 1.076987 1.081183
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 76.941118 81.515060 123.273838 97.695450 92.783456 47.387578 737.276995 460.249666 0.0167 0.0165 0.0004 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.371672 87.049360 62.012578 52.008788 34.064547 22.877364 787.120776 495.165179 0.0163 0.0167 0.0004 0.753049 0.753108
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.308673 10.581147 41.937554 35.671520 215.163837 143.511742 1304.509369 977.561317 0.0164 0.0164 0.0003 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.148683 77.373704 86.591253 66.552150 35.548186 16.949517 58.483072 29.638085 0.0162 0.0166 0.0005 0.945681 0.954087
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.437311 78.828562 63.700238 65.759031 22.802524 34.783641 131.735850 136.161671 0.0176 0.0167 0.0008 1.031764 1.030774
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.318369 -1.318369 -1.270881 -1.270881 -0.651706 -0.651706 -0.774639 -0.774639 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.272253 94.797799 91.121081 78.431825 18.710436 11.401110 428.742662 199.272537 0.0163 0.0164 0.0004 1.084454 1.088140
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.439716 97.832947 151.080107 140.072193 50.997838 39.472707 441.704849 254.029914 0.0165 0.0165 0.0003 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.352345 66.991571 37.699907 41.532375 15.977194 11.605391 259.842865 242.746989 0.0165 0.0162 0.0004 1.110735 1.108536
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.445443 82.477534 48.837429 40.011580 22.488918 9.289574 720.696661 380.839871 0.0162 0.0163 0.0003 1.115064 1.119610
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.528195 63.046159 43.710351 34.248750 17.595308 10.418062 416.112015 238.877559 0.0164 0.0165 0.0005 1.114432 1.121716
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.366689 84.217052 43.193472 37.141838 11.807868 7.453459 395.376079 180.211371 0.0167 0.0165 0.0007 1.092036 1.097226
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 54.130276 100.494792 83.128955 82.600958 51.259374 34.373735 518.111101 371.695278 0.0168 0.0163 0.0004 1.094768 1.096274
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0163 0.0165 0.0002 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.411417 94.236799 86.716307 87.888553 47.008761 44.908126 996.714227 929.977640 0.0165 0.0164 0.0004 1.093541 1.093202
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0166 0.0166 0.0004 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0163 0.0164 0.0004 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.386695 125.305394 108.346659 118.362722 45.836517 67.538161 315.863449 414.187460 0.0169 0.0162 0.0005 0.000000 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.328487 56.108589 40.064681 40.649856 11.541547 8.665609 252.657828 237.565719 0.0171 0.0165 0.0005 1.100036 1.101328
2459550 RF_maintenance - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0326 0.0325 0.0003 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 97.319790 84.301930 123.533040 85.727361 109.310737 49.898752 1253.837508 523.903232 0.0163 0.0165 0.0004 1.088616 1.096400
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 86.426163 124.725452 231.731139 177.422872 13.006269 5.474536 967.508163 301.750941 0.0164 0.0163 0.0005 1.112459 1.116389
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.805824 11.020404 46.484980 46.969723 698.282447 685.597984 24.930368 29.097447 0.0168 0.0166 0.0004 1.028104 1.029250
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.569732 90.086925 34.422847 41.584834 15.887676 26.721311 123.611055 229.007421 0.0172 0.0162 0.0006 1.114479 1.106659
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.115554 129.863896 142.546396 144.788374 89.539911 68.370801 884.685767 764.259235 0.0166 0.0163 0.0003 1.132791 1.131451
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.741412 75.422608 32.366276 36.965014 22.759903 29.403129 186.898788 238.044509 0.0171 0.0163 0.0006 1.089803 1.093078
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.586533 59.701849 38.405757 32.258833 29.260734 22.435433 287.865069 150.907408 0.0163 0.0166 0.0003 1.110050 1.118459
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 128.039267 115.522470 118.249842 85.974319 93.763530 52.231760 1170.426224 439.406608 0.0161 0.0162 0.0003 1.120614 1.124056
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.016048 123.723206 107.891820 123.911929 60.675393 127.226133 445.057828 673.027726 0.0168 0.0162 0.0005 1.113657 1.111580
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.100032 74.825790 37.071452 33.256948 33.047560 11.920112 405.848533 202.281674 0.0163 0.0165 0.0003 1.078187 1.083474
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% 48.073014 108.908095 119.388974 129.774257 142.384532 181.184325 333.042364 430.877686 0.0168 0.0161 0.0005 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 113.028458 133.602788 154.036705 106.743593 101.507133 48.722393 1030.191200 290.253721 nan nan nan 1.393985 1.397309
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.109664 98.947637 104.396205 130.939333 90.543316 202.012444 397.684619 978.541711 0.0169 0.0162 0.0005 1.115200 1.114281
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.972699 17.276109 38.819657 56.906122 350.400394 517.878596 1261.836366 2474.374659 0.0172 0.0161 0.0009 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.278357 111.824873 112.892806 105.175313 77.994347 40.949352 108.121066 72.300610 0.0167 0.0166 0.0004 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.693874 104.480559 101.464691 103.357819 70.682556 126.221255 452.713477 532.109394 0.0079 0.0070 0.0016 1.136660 1.128519
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.965621 136.816953 142.718049 219.967892 57.350832 113.543358 245.125303 1230.045139 0.0088 0.0058 0.0074 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 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 388.073890 22.301103 65.529575 97.915308 99.928533 89.956982 130.636179 367.943810 388.073890

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 2532.800701 63.647732 96.241622 151.193853 139.839268 246.114426 129.893218 2532.800701 1803.067335

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1058.498797 43.652135 49.580288 64.728173 56.412603 28.559008 20.073621 1058.498797 641.961025

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1153.074884 35.794968 69.283045 75.154804 87.373728 51.305911 95.620798 661.173922 1153.074884

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1103.354180 59.186414 27.721052 83.807113 72.416107 12.989259 11.292013 1103.354180 748.346920

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1212.663065 71.549288 85.730639 89.117206 68.889631 137.299499 41.472431 1212.663065 405.801584

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1859.295395 28.006110 91.118361 54.645415 86.175829 43.587920 147.625160 484.652341 1859.295395

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1236.326001 31.246890 36.744692 72.272061 68.734505 126.983326 68.314944 1236.326001 623.839518

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1639.357365 84.239837 97.924048 214.912203 189.861532 373.019091 287.065847 1639.357365 1249.184208

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1706.892341 83.387087 77.931090 94.837922 73.899838 116.811960 65.486982 1706.892341 778.879076

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1414.053010 64.023283 74.956821 112.385049 102.148732 91.761960 109.358123 1414.053010 1304.953761

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1952.473642 27.349759 37.829973 40.804868 52.911671 176.481235 411.007747 1108.261063 1952.473642

Antenna 24: 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
24 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1920.641198 34.728054 31.903098 54.991098 60.367801 130.051484 152.714962 1920.641198 1860.712407

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1273.056388 44.029712 34.619554 47.216643 47.034656 85.358627 87.279597 1067.149807 1273.056388

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1817.227136 28.499105 34.873632 47.450836 52.152104 106.152151 135.078784 1333.578682 1817.227136

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1954.646965 32.503216 29.203747 44.710055 77.671951 259.939644 318.270350 862.005689 1954.646965

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1014.384551 23.990000 18.353957 38.496522 36.279152 152.719825 140.780972 1014.384551 863.497455

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1157.590540 31.743978 23.974991 39.690278 33.218652 157.408432 163.220032 1157.590540 896.726274

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 2043.801565 85.022670 117.591158 228.844617 200.040517 35.320955 20.473742 2043.801565 1191.474671

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 652.148025 18.574582 23.940221 46.188108 36.759774 286.122705 329.018310 652.148025 493.871994

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1112.075459 30.549625 20.447557 36.893631 33.182523 361.469965 388.803065 1112.075459 985.184369

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1787.357234 22.841487 27.685615 40.958311 33.053017 363.869545 211.549973 1787.357234 1317.732674

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 2087.221689 63.309369 100.899338 217.335194 209.927853 45.056536 43.018121 2087.221689 1779.406874

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 1153.501615 34.292376 27.253679 38.105935 39.817358 153.296237 128.939373 1153.501615 1022.621559

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 5227.578539 157.073015 226.918855 286.053374 308.631879 1027.736709 1302.259174 3228.812163 5227.578539

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 455.318075 11.505074 7.434993 22.331592 21.504241 65.352358 91.251318 455.318075 450.503868

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1106.849771 11.592165 8.394160 29.969053 37.112002 174.722486 280.237313 833.966946 1106.849771

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 2319.358252 57.588098 89.858913 221.996982 229.116654 37.665261 32.556907 2319.358252 2216.524667

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 589.972084 3.788996 2.704113 5.190647 6.594721 3.064058 6.802987 331.268567 589.972084

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1044.053427 9.121034 7.560136 17.317670 34.725347 28.486532 103.022375 350.944948 1044.053427

Antenna 24: 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
24 N00 RF_maintenance nn Temporal Discontinuties 2555.139431 33.577635 22.468026 73.283557 48.579941 262.128879 147.279912 2555.139431 745.735251

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Variability 6442.692370 31.948741 40.128437 94.292236 142.707738 596.198935 6442.692370 984.455567 4881.540413

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 1297.747118 94.587602 78.517366 72.580562 87.018102 70.940069 141.324657 694.789219 1297.747118

Antenna 24: 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
24 N00 RF_maintenance ee Temporal Discontinuties 464.027983 257.982387 257.982387 235.749376 235.749376 193.889916 193.889916 464.027983 464.027983

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance nn Temporal Variability 152.786609 22.651005 66.626148 147.811333 151.850788 114.583476 152.786609 129.716745 149.883817

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 1484.126131 45.509493 82.608723 137.892920 140.415395 72.410382 74.949369 1336.356245 1484.126131

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 3662.712223 77.212635 171.002845 123.206661 232.647953 317.889879 2374.021560 303.670866 3662.712223

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 340.563893 85.996310 44.549413 107.913171 105.924502 92.361749 105.631274 307.311864 340.563893

Antenna 24: 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
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 429.594247 53.335945 112.257375 129.910668 121.166033 71.801419 73.266022 429.594247 309.538614

Antenna 24: 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
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1324.575693 68.782645 120.138562 138.621865 136.482621 270.269051 143.839614 1324.575693 907.065073

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 669.330855 109.080550 48.664009 127.821139 113.867341 84.470549 65.309616 669.330855 404.823341

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1698.530108 105.549064 106.740074 205.393391 157.113692 68.847872 34.163471 1698.530108 622.643651

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 500.715625 110.818251 37.751509 140.704097 110.180526 121.706214 43.494847 500.715625 215.493307

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 2280.774530 146.899313 89.708556 161.874449 138.468070 120.690364 132.107544 2280.774530 1670.650220

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 1187.791742 40.302804 104.540991 166.440221 184.443012 64.212575 45.494252 734.471640 1187.791742

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1813.271811 53.984947 115.591674 127.330960 138.016756 55.864408 58.835304 1813.271811 1697.883069

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1015.658406 34.068648 76.701780 168.203508 158.491218 192.458851 151.113867 1015.658406 674.796491

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 2077.698627 129.118493 134.370205 259.282653 322.257395 106.544236 133.664124 1229.201057 2077.698627

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 3461.895760 32.025666 53.139990 107.950859 82.753509 1229.072528 499.722951 3461.895760 1687.291807

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 612.251820 112.608405 59.257581 197.661419 221.907152 39.961948 85.694464 284.434765 612.251820

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1037.273185 39.927837 95.299852 184.280715 189.148698 62.044707 52.773482 1037.273185 687.486855

Antenna 24: 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
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 2401.689906 94.732298 56.386685 146.220833 131.105918 45.661876 55.630063 2401.689906 1991.099164

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 691.918843 90.143091 33.621105 160.481025 141.067211 48.454590 40.003931 691.918843 529.053403

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 1376.299471 97.322463 52.979076 125.701027 113.943033 40.797102 55.944270 1376.299471 960.057145

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1686.810425 36.513742 63.020255 99.751416 86.178350 267.738496 154.795536 1686.810425 1026.082759

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 629.661035 75.810516 41.469135 122.938920 103.734496 67.469075 40.430984 629.661035 334.675675

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1205.291428 111.804847 112.896852 199.775064 148.405779 77.072897 44.076541 1205.291428 453.088136

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance nn Temporal Discontinuties 229.677476 95.517507 36.960494 198.400565 154.525384 94.685961 53.896707 229.677476 126.561028

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1288.653313 65.337878 93.560050 142.455158 122.810818 72.272792 41.626166 1288.653313 791.309424

Antenna 24: 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
24 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 24: 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
24 0 RF_maintenance ee Temporal Variability 31035.072254 -0.018595 -0.018595 1032.262019 1032.262019 31035.072254 31035.072254 6.913393 6.913393

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1110.520947 46.905237 95.555372 153.852533 139.948018 68.404529 39.494606 1110.520947 502.603414

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 225.640791 43.698741 94.659979 152.533403 149.158134 56.011299 39.514840 225.640791 142.346537

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1171.100095 56.208106 89.130483 207.259926 171.888829 63.519567 48.689893 1171.100095 513.274545

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 810.220614 76.361567 94.985299 185.450133 142.918238 70.898674 54.075396 810.220614 382.844787

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 701.248241 70.408518 82.883876 169.056814 157.188156 62.781540 46.179192 701.248241 492.490041

Antenna 24: 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
24 0 RF_maintenance nn Power 156.078121 18.645457 113.916905 143.886270 156.078121 28.307668 35.281684 97.515293 131.419142

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1751.918920 109.835878 98.850828 261.434898 173.300068 145.838111 45.515177 1751.918920 405.059724

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 443.001161 60.357292 85.762518 197.313631 166.505312 59.974663 34.111915 443.001161 243.466593

Antenna 24: 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
24 0 RF_maintenance ee Temporal Discontinuties 1128.922852 116.677603 162.106267 169.054151 262.425467 43.803668 151.290126 331.300838 1128.922852
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