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 = "39"
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 39 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 39, 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% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459761 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 387.505698 386.051943 inf inf 216.345541 95.481160 4461.358369 2202.091404 nan nan nan 0.000000 0.000000
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan 382.095136 inf 290.720374 nan 126.329183 nan 1494.222454 nan 0.0188 nan 0.000000 1.059377
2459759 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459758 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 282.608553 285.409544 189.752490 inf 64.479264 66.882563 1049.905249 941.144548 0.0078 nan nan 0.000000 0.000000
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 201.488185 201.405072 inf inf 38.372543 55.347049 2516.419546 4304.142956 nan nan nan 0.000000 0.000000
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 302.458641 304.724683 inf inf 622.240810 3466.351834 4091.967218 10779.377478 nan nan nan 0.000000 0.000000
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 245.358590 245.903130 inf inf 386.579211 658.077125 4132.465701 5640.730128 nan nan nan 0.000000 0.000000
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 336.258522 336.822148 inf inf 720.783223 1224.502740 4831.611161 8262.505054 nan nan nan 0.000000 0.000000
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 374.918048 nan inf inf 1789.366632 nan 7682.329352 nan nan nan nan 0.000000 0.000000
2459750 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 410.914592 439.454110 320.286142 inf 50.104923 165.855164 892.469586 2872.725148 0.0171 nan nan 1.123099 0.000000
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 327.529243 328.302080 inf inf 860.863389 1198.651047 6406.136790 13100.777895 nan nan nan 0.000000 0.000000
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 310.439413 310.955593 inf inf 768.269838 3028.378219 6083.021365 16249.710718 nan nan nan 0.000000 0.000000
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459738 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459736 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459734 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459733 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 118.648211 118.580449 inf inf 26.668591 63.912901 393.027044 998.602889 nan nan nan nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 148.661975 150.238600 160.476060 inf 215.781612 5632.149742 1950.688093 19405.801130 0.0062 nan nan nan nan
2459731 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459730 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 117.425716 117.373915 inf inf 354.247113 229.327274 4206.317467 3034.546450 nan nan nan nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 106.747517 106.590865 inf inf 719.273728 661.983628 3603.739017 2878.107859 nan nan nan nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 80.015425 80.012699 inf inf 1982.937952 611.792557 9371.630745 3401.653345 nan nan nan nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 113.160465 113.149057 inf inf 2140.691301 2296.349342 7990.652883 10099.490625 nan nan nan nan nan
2459723 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459722 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 501.601387 495.295553 inf 524.849703 85.458281 32.627017 5987.064475 1410.305133 nan 0.0087 nan 0.000000 0.000000
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 81.301632 81.330675 inf inf 2393.427740 4983.778881 3218.569190 6139.463750 nan nan nan nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 91.160041 92.039534 120.228472 inf 660.447388 11320.103093 1599.359549 12211.943494 0.0063 nan nan nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 107.215995 107.686634 inf inf 1387.408650 3574.874810 4336.262448 9981.310368 nan nan nan nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 103.584517 105.467573 110.852718 inf 256.104033 577.797838 1678.593072 4041.652784 0.0148 nan nan nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan 94.357754 inf inf nan 21248.398215 nan 26158.901714 nan nan nan nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 385.578856 nan 532.752198 inf 38.783317 nan 1650.651129 nan 0.0047 nan nan 0.000000 0.000000
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 120.538994 120.954096 inf inf 431.029533 2416.415622 2945.766413 11494.369458 nan nan nan nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 386.789026 388.587650 inf inf 2131.624254 2268.254616 8674.605923 8724.415209 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 37.694983 38.182914 inf inf 2646.413433 3037.700310 4501.195715 4626.068108 nan nan nan nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 41.754618 41.733217 inf inf 1001.149431 1089.451197 2442.465623 3806.613600 nan nan nan nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 352.077798 356.243083 inf inf 121.000497 431.666000 7902.769354 24687.098638 nan nan nan 0.000000 0.000000
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.651329 18.444648 inf 22.865185 10.081656 4.105229 1220.091427 610.043148 nan nan nan 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 36.536393 36.745735 91.446814 inf 34.273026 574.665211 286.136639 3886.469066 nan nan nan nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 105.653912 105.651016 inf inf 1009.118318 4709.168601 7698.286990 13678.382919 nan nan nan nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 89.339356 89.411160 inf inf 13771.370841 41715.105653 15434.269459 45062.473581 nan nan nan 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% 341.820130 341.138692 inf inf 257.637958 316.131926 2438.879180 2343.351351 nan nan nan 0.000000 0.000000
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 287.651565 287.651565 263.221063 263.221063 217.217072 217.217072 521.007545 521.007545 1.0000 1.0000 0.0000 -0.000000 -0.000000
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% nan 286.430776 inf 372.809331 nan 70.750866 nan 72.117702 nan nan nan 0.000000 0.000000
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% 329.210177 327.421666 inf 358.858566 470.363402 168.780634 6260.274356 2964.270242 nan 0.0043 nan 0.000000 0.000000
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 0.000000 0.000000
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% 324.983207 327.786596 275.323279 inf 225.265567 71.123943 612.891102 232.520187 nan nan nan 0.000000 0.000000
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% 361.726550 361.915705 inf inf 314.300836 1109.213081 1810.939184 2853.701974 nan nan nan 0.000000 0.000000
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 379.175263 381.321070 inf inf 385.235897 404.001171 2249.310376 2828.246448 nan nan nan 0.000000 0.000000
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan 356.312277 inf inf nan 6312.108496 nan 8841.146828 nan nan nan 0.000000 0.000000
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 374.107207 381.503366 286.990282 inf 166.237141 42.665030 910.820697 315.980739 0.0140 nan nan 0.000000 0.000000
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 406.499265 416.684363 389.221457 inf 35.697120 1069.995208 416.002475 14740.456766 0.0104 nan nan 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 323.460004 327.319139 309.542750 inf 150.065056 753.753777 628.506481 2376.468112 0.0078 nan nan 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 389.287883 393.872290 inf inf 271.239561 466.876412 3238.106485 6729.686530 nan nan nan 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% - - 148.556030 148.716915 inf inf 1163.744361 1670.621731 8629.818558 11416.433688 nan nan nan nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 341.952912 339.136710 470.511354 389.593943 107.011016 43.851875 2433.581259 1000.323517 nan 0.0113 nan 0.000000 0.000000
2459665 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
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 325.119792 321.527737 inf 647.702517 1470.931936 161.922434 5013.241008 656.761289 nan 0.0107 nan nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 417.768094 416.447004 inf 689.332750 62.992429 152.602999 382.033089 2582.900169 nan nan nan 0.000000 0.000000
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 149.325385 149.563955 inf inf 240.317414 1038.184088 707.755445 2703.070849 nan nan nan nan nan
2459661 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
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 281.948155 284.147027 460.335391 inf 113.895174 514.352439 1430.069876 4943.331386 0.0032 nan nan 0.000000 0.000000
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 317.199757 322.780936 395.696757 inf 92.098800 206.401687 3083.241581 6648.131646 nan nan nan 0.000000 0.000000
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 311.407078 316.109210 354.252087 inf 73.508527 310.738921 4067.365659 9223.771906 nan nan nan 0.000000 0.000000
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 364.734955 356.709728 inf 323.247898 177.956172 42.991005 3095.612822 384.985792 nan 0.0222 nan 0.000000 1.037611
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 365.825035 367.142044 inf inf 210.618246 212.015457 5405.586050 6817.295358 nan nan nan 0.000000 0.000000
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 179.463253 181.865981 316.319511 inf 230.886410 578.956318 1368.982640 3461.944473 nan nan nan nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 378.010365 374.288202 inf 278.038740 51.207710 78.535460 528.514119 565.998767 nan 0.0123 nan 0.000000 0.000000
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 457.227452 457.656764 inf inf 429.641070 506.715411 4554.858585 6044.026128 nan nan nan 0.000000 0.000000
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 429.639891 436.109249 431.816559 inf 88.951617 230.820819 134.723557 342.661179 0.0101 nan nan 0.000000 0.000000
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 338.150006 332.125624 458.397734 inf 99.817434 52.429810 270.212048 99.290450 nan nan nan 0.000000 0.000000
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 325.422192 326.176319 inf inf 212.675148 4775.117685 5258.960226 13383.413160 nan nan nan 0.000000 0.000000
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% 0.989074 0.989074 1035.993793 1035.993793 31035.040094 31035.040094 6.283750 6.283750 0.2085 0.2085 0.0000 0.037319 0.037319
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 324.876301 331.372917 inf inf 121.795383 32.435984 2189.116705 123.958780 nan nan nan 0.000000 0.000000
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 330.121396 335.268227 inf inf 90.012083 41.148419 280.887585 68.367283 nan nan nan 0.000000 0.000000
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 346.234860 356.631311 442.133125 inf 63.536367 114.192330 831.867619 819.299759 0.0139 nan nan 0.000000 0.000000
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4654 0.4611 0.0035 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 378.583010 381.093096 447.745002 inf 38.922751 84.901827 203.456154 640.414226 nan nan nan 0.000000 0.000000
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 310.003633 317.243871 inf inf 93.562446 36.917378 763.408266 142.299279 nan nan nan 0.000000 0.000000
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0127 nan nan nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 317.295104 326.307832 395.978677 inf 97.698092 42.558476 1111.350629 167.995839 0.0173 nan nan 0.000000 0.000000
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 342.639532 342.741742 inf inf 24.130245 25.099525 42.661706 11.829814 nan nan nan 0.000000 0.000000
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 366.318073 367.954063 400.591416 inf 44.891344 123.916145 216.089324 694.805951 0.0143 nan nan 0.000000 0.000000
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.921221 -0.629942 152134.237837 -0.630906 8.348415 -0.631287 8.338079 -0.631218 1.0000 1.0000 0.0000 0.049872 0.050242
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 354.533902 360.958656 456.858842 inf 204.373751 658.383535 2018.962057 4253.159288 0.0138 nan nan 0.000000 0.000000
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% 427.720720 429.769551 inf inf 156.760120 282.475110 1941.556709 3130.545028 nan nan nan 0.000000 0.000000
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 453.839134 470.250654 300.974566 inf 68.950463 441.066765 505.159302 4615.377107 0.0190 nan nan 1.107582 0.000000
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 405.640450 406.238068 inf inf 210.608016 503.218150 2405.140860 3892.748965 nan nan nan 0.000000 0.000000
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 339.399397 nan inf inf 285.239193 nan 4151.126864 nan nan nan nan 0.000000 0.000000
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.627159 -0.627159 -0.627384 -0.627384 -0.624886 -0.624886 -0.625107 -0.625107 1.0000 1.0000 0.0000 0.023693 0.023693
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 340.775579 352.723505 250.232147 inf 44.887560 277.433520 565.999855 5453.386831 0.0210 nan nan 1.057670 0.000000
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 338.431689 347.070823 282.334496 inf 42.555655 128.414906 237.728381 991.503184 0.0204 nan nan 1.110220 0.000000
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 400.682777 403.363035 364.846065 inf 135.412559 211.195434 1998.519712 2992.122382 0.0052 nan nan 0.000000 0.000000
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% 368.994694 374.727980 inf inf 35.640171 114.510758 557.442290 1810.505709 nan nan nan 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 348.039370 349.827579 inf inf 277.922056 59.987851 2816.199383 901.101731 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 167.537216 170.743199 341.935745 inf 386.147895 834.633904 2458.966177 3942.261038 0.0042 nan nan nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 304.577509 310.789808 354.347329 inf 52.821411 467.411063 302.229539 2764.573822 0.0163 nan nan 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 375.279896 379.149494 inf inf 337.303605 291.880698 3503.155925 3533.230561 nan nan nan 0.000000 0.000000
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 309.467981 312.158321 inf inf 206.634171 15384.844612 3355.966101 20064.058332 nan nan nan 0.000000 0.000000
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 326.284921 324.391148 inf inf 224.966420 170.881245 1370.634255 1346.721305 nan nan nan 0.000000 0.000000
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 375.635479 378.234430 inf inf 200.564886 319.202333 2557.485147 3360.930770 nan nan nan 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 390.028036 392.881939 inf inf 286.462605 484.133771 3710.968858 5180.912637 nan nan nan 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% 244.529583 252.060942 287.074211 inf 59.621532 95.953543 472.401660 1145.077630 0.0224 nan nan 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 309.969423 315.420936 inf inf 29.327261 47.776669 265.394408 928.989565 nan nan nan 0.000000 0.000000
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 341.417612 348.725156 inf inf 28.618754 46.280968 147.513139 561.198807 nan nan nan 0.000000 0.000000
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 372.218185 383.026268 332.235790 inf 26.436438 63.335896 200.305023 1033.285758 0.0183 nan nan 1.186778 0.000000
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.970856 322.593138 inf inf 30.061262 49.908317 110.482016 579.808811 nan nan nan 0.000000 0.000000
2459607 RF_maintenance 100.00% 96.22% 96.22% 0.00% 100.00% 0.00% 10.809634 12.261082 25.199098 25.570011 40.758487 41.096412 -1.734667 -1.631373 0.0703 0.0702 0.0000 0.000000 0.000000
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 28.942516 31.764106 inf inf 37.128671 282.421470 66.858819 322.178085 nan nan nan nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 335.703480 347.905186 467.406843 inf 38.388652 58.509297 201.665830 623.243772 0.0073 nan nan 0.000000 0.000000
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 332.726935 348.135864 342.547397 inf 25.933084 150.280335 33.561079 223.569064 0.0203 nan nan 1.155945 0.000000
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 325.097299 334.004709 inf inf 22.707517 35.074803 248.275528 853.295466 nan nan nan 0.000000 0.000000
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 309.824072 321.906106 396.307224 inf 32.424070 52.367427 172.439638 693.530752 0.0141 nan nan 0.000000 0.000000
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 310.542871 316.881168 396.984958 inf 27.873875 57.463194 319.513599 998.704787 0.0200 nan nan 0.995519 0.000000
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 305.679160 307.195905 inf inf 35.221312 69.204280 160.598887 597.348501 nan nan nan 0.000000 0.000000
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 381.906847 392.810049 inf inf 21.090580 39.109143 57.346626 161.044243 nan nan nan 0.000000 0.000000
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.025523 102.954307 inf inf 19.844331 33.883401 44.597488 84.093692 nan nan nan 0.000000 0.000000
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 259.994831 272.326471 297.090429 inf 32.759977 70.510692 97.608348 408.840412 0.0196 nan nan 1.117825 0.000000
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 33.285829 35.528304 158.028029 inf 26.654706 172.199823 76.097046 139.386136 0.0205 nan nan nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 337.732272 347.424289 inf inf 32.094801 69.920265 152.441620 835.480428 nan nan nan 0.000000 0.000000
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 346.407139 361.389812 369.748851 inf 32.547709 36.964047 159.163245 180.807552 0.0217 nan nan 1.175671 0.000000
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 331.553684 337.308583 inf inf 19.117979 48.983281 78.090681 351.763973 nan nan nan 0.000000 0.000000
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 193.783840 213.046048 437.490914 inf 22.181150 23.916693 51.083933 20.969628 0.0207 nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 344.055450 356.937309 inf inf 22.109991 117.963499 176.945371 722.294431 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 306.318517 310.226884 155.999597 inf 10.293258 17.141003 189.868524 548.637352 0.0048 nan nan 0.000000 0.000000
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 151.883007 162.028948 67.650324 inf 26.917107 13.805745 516.489437 937.667931 0.0196 nan nan 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 457.532841 467.446477 633.681109 inf 81.390993 28.047978 286.218328 126.336344 0.0069 nan nan 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 331.017845 334.451853 201.629204 inf 79.054607 22.070535 572.149277 155.711176 0.0056 nan nan 0.000000 0.000000
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 297.529927 298.560236 204.271761 inf 167.661404 41.045658 632.966905 126.037084 nan nan nan 0.000000 0.000000
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 416.145942 415.114532 inf inf 616.477236 69.770190 2485.804946 576.305746 nan nan nan 0.000000 0.000000
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 305.728414 314.186473 inf inf 51.106361 475.682387 389.515222 2378.201735 nan nan nan 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 315.901640 318.267235 262.030465 inf 81.572718 273.607493 1154.549238 2898.474717 nan nan nan 0.000000 0.000000
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 46.621594 46.476386 inf inf 927.058759 4234.528321 4104.197713 10451.837762 nan nan nan nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 390.425252 394.224609 229.596968 inf 141.808018 38.889624 919.240210 207.540213 nan nan nan 0.000000 0.000000
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 300.400098 305.456114 inf inf 109.936670 363.804109 987.425537 2606.720580 nan nan nan 0.000000 0.000000
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 288.356431 292.249777 172.512375 inf 83.633398 21.113129 134.633369 26.313451 nan nan nan 0.000000 0.000000
2459574 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
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 307.193566 311.515886 281.931781 inf 31.020946 103.834553 197.010015 942.664754 nan nan nan 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 311.866109 316.130254 164.040935 inf 93.330498 340.896257 2084.937445 4765.365217 nan nan nan 0.000000 0.000000
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 42.292157 42.195203 inf inf 22903.317233 1988.131048 20809.384690 8350.448585 nan nan nan nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 344.217504 343.965373 inf inf 7.296832 49.500285 179.550606 1172.825618 nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 331.430148 332.318939 inf inf 61.068933 164.802658 91.619252 207.383293 nan nan nan 0.000000 0.000000
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 311.611687 nan inf inf 253.765628 nan 1103.857805 nan nan nan nan 0.000000 0.000000
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 302.452901 303.206951 inf inf 49.505722 156.916129 977.435523 2238.397014 nan nan nan 0.000000 0.000000
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 324.361366 324.556083 inf inf 275.981504 695.415722 2353.909724 4012.270630 nan nan nan 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 235.536752 235.603255 110.343403 inf 38.971027 112.267218 546.703453 974.333938 nan nan nan 0.000000 0.000000
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 237.372396 239.329903 inf inf 86.014091 414.577391 1719.319013 3905.071577 nan nan nan 0.000000 0.000000
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 214.682476 222.025294 77.352862 inf 9.569992 70.301017 216.033695 1491.330443 0.0226 nan nan 1.120866 0.000000
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 266.124617 269.175080 117.125019 inf 43.007918 94.495869 960.842437 1636.232522 nan nan nan 0.000000 0.000000
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 335.376151 335.367288 inf inf 206.951660 706.929633 2232.503648 3212.498801 nan nan nan 0.000000 0.000000
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 339.472049 nan inf inf 110.006932 nan 2666.377806 nan nan nan nan 0.000000 0.000000
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 389.326170 389.762048 inf inf 211.211564 2085.472847 1277.752256 4684.287811 nan nan nan 0.000000 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 210.960417 223.455938 81.559947 inf 24.437474 238.600467 470.488650 3182.361870 0.0178 nan nan 1.103976 0.000000
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0319 0.0473 0.0004 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 306.886585 307.693621 inf inf 306.058676 1338.534570 3095.836915 5282.977968 nan nan nan 0.000000 0.000000
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 385.526609 379.237371 inf inf 40.501529 4.317117 1862.791180 214.428320 nan nan nan 0.000000 0.000000
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.612998 10.807611 46.718083 47.305720 730.334507 730.241667 16.398061 18.459605 0.0372 0.0262 0.0001 0.000000 0.000000
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 281.346068 286.479569 89.929358 inf 51.448090 287.671630 374.114948 1221.939175 0.0152 nan nan 0.000000 0.000000
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 521.707779 523.301933 inf inf 255.395863 695.989523 2206.651397 5597.278079 nan nan nan 0.000000 0.000000
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 229.715214 232.720321 inf inf 19.030039 191.935432 206.652773 1293.896481 nan nan nan 0.000000 0.000000
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 241.169100 245.071554 inf inf 18.227710 140.368983 161.893899 858.905487 nan nan nan 0.000000 0.000000
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 355.863281 362.361794 179.456068 inf 107.339572 53.279354 1161.966321 707.134341 0.0143 nan nan 0.000000 0.000000
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 421.150588 419.799183 inf inf 309.698337 511.105950 2189.836866 2201.617097 nan nan nan 0.000000 0.000000
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 235.327592 238.720519 89.275478 inf 46.310518 115.854694 531.944292 1069.356703 0.0073 nan nan 0.000000 0.000000
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 370.544458 370.709442 inf inf 406.741755 1100.497657 1122.612684 1828.972775 nan nan nan 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 459.502307 472.265014 273.406746 inf 65.440494 433.565226 527.461545 2802.070803 nan nan nan 0.000000 0.000000
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 366.940611 367.376569 inf inf 194.050395 329.709245 948.969642 1687.202320 nan nan nan 0.000000 0.000000
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 48.373210 48.366147 inf inf 965.429857 3306.033253 4479.039350 5699.931845 nan nan nan nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 352.852536 353.505538 inf inf 169.136884 267.726856 179.303596 479.541271 nan nan nan 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 399.586537 404.241987 inf inf 161.461649 1077.951484 1046.000758 4713.269677 nan nan nan 0.000000 0.000000
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 396.626446 404.262752 inf inf 61.355416 496.308817 401.968036 4301.777323 nan nan nan 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 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 386.051943 387.505698 inf inf 95.481160 216.345541 2202.091404 4461.358369

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan 382.095136 inf 290.720374 nan 126.329183 nan 1494.222454

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 282.608553 285.409544 189.752490 inf 64.479264 66.882563 1049.905249 941.144548

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 201.405072 201.488185 inf inf 55.347049 38.372543 4304.142956 2516.419546

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 302.458641 304.724683 inf inf 622.240810 3466.351834 4091.967218 10779.377478

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 245.358590 245.903130 inf inf 386.579211 658.077125 4132.465701 5640.730128

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 336.822148 336.258522 inf inf 1224.502740 720.783223 8262.505054 4831.611161

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 374.918048 nan inf inf 1789.366632 nan 7682.329352 nan

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 410.914592 439.454110 320.286142 inf 50.104923 165.855164 892.469586 2872.725148

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 327.529243 328.302080 inf inf 860.863389 1198.651047 6406.136790 13100.777895

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 310.439413 310.955593 inf inf 768.269838 3028.378219 6083.021365 16249.710718

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 118.580449 118.648211 inf inf 63.912901 26.668591 998.602889 393.027044

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 150.238600 148.661975 inf 160.476060 5632.149742 215.781612 19405.801130 1950.688093

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 117.425716 117.373915 inf inf 354.247113 229.327274 4206.317467 3034.546450

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 106.590865 106.747517 inf inf 661.983628 719.273728 2878.107859 3603.739017

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 80.012699 80.015425 inf inf 611.792557 1982.937952 3401.653345 9371.630745

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 113.149057 113.160465 inf inf 2296.349342 2140.691301 10099.490625 7990.652883

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 501.601387 495.295553 inf 524.849703 85.458281 32.627017 5987.064475 1410.305133

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 81.301632 81.330675 inf inf 2393.427740 4983.778881 3218.569190 6139.463750

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 92.039534 91.160041 inf 120.228472 11320.103093 660.447388 12211.943494 1599.359549

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 107.215995 107.686634 inf inf 1387.408650 3574.874810 4336.262448 9981.310368

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 103.584517 105.467573 110.852718 inf 256.104033 577.797838 1678.593072 4041.652784

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan 94.357754 inf inf nan 21248.398215 nan 26158.901714

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 385.578856 nan 532.752198 inf 38.783317 nan 1650.651129 nan

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 120.954096 120.538994 inf inf 2416.415622 431.029533 11494.369458 2945.766413

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 388.587650 386.789026 inf inf 2268.254616 2131.624254 8724.415209 8674.605923

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 38.182914 37.694983 inf inf 3037.700310 2646.413433 4626.068108 4501.195715

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 41.733217 41.754618 inf inf 1089.451197 1001.149431 3806.613600 2442.465623

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 352.077798 356.243083 inf inf 121.000497 431.666000 7902.769354 24687.098638

Antenna 39: 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
39 N00 RF_maintenance ee Power inf 18.444648 18.651329 22.865185 inf 4.105229 10.081656 610.043148 1220.091427

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 36.745735 36.536393 inf 91.446814 574.665211 34.273026 3886.469066 286.136639

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 105.651016 105.653912 inf inf 4709.168601 1009.118318 13678.382919 7698.286990

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 89.411160 89.339356 inf inf 41715.105653 13771.370841 45062.473581 15434.269459

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Power inf 341.138692 341.820130 inf inf 316.131926 257.637958 2343.351351 2438.879180

Antenna 39: 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
39 N00 RF_maintenance ee Temporal Discontinuties 521.007545 287.651565 287.651565 263.221063 263.221063 217.217072 217.217072 521.007545 521.007545

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan 286.430776 inf 372.809331 nan 70.750866 nan 72.117702

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Power inf 329.210177 327.421666 inf 358.858566 470.363402 168.780634 6260.274356 2964.270242

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance nn Power inf 327.786596 324.983207 inf 275.323279 71.123943 225.265567 232.520187 612.891102

Antenna 39: 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
39 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Power inf 361.726550 361.915705 inf inf 314.300836 1109.213081 1810.939184 2853.701974

Antenna 39: 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
39 0 RF_maintenance nn Power inf 381.321070 379.175263 inf inf 404.001171 385.235897 2828.246448 2249.310376

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan 356.312277 inf inf nan 6312.108496 nan 8841.146828

Antenna 39: 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
39 0 RF_maintenance nn Power inf 381.503366 374.107207 inf 286.990282 42.665030 166.237141 315.980739 910.820697

Antenna 39: 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
39 0 RF_maintenance nn Power inf 406.499265 416.684363 389.221457 inf 35.697120 1069.995208 416.002475 14740.456766

Antenna 39: 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
39 0 RF_maintenance nn Power inf 327.319139 323.460004 inf 309.542750 753.753777 150.065056 2376.468112 628.506481

Antenna 39: 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
39 0 RF_maintenance nn Power inf 393.872290 389.287883 inf inf 466.876412 271.239561 6729.686530 3238.106485

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance nn Power inf 148.716915 148.556030 inf inf 1670.621731 1163.744361 11416.433688 8629.818558

Antenna 39: 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
39 0 RF_maintenance ee Temporal Discontinuties 2433.581259 341.952912 339.136710 470.511354 389.593943 107.011016 43.851875 2433.581259 1000.323517

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Power inf 325.119792 321.527737 inf 647.702517 1470.931936 161.922434 5013.241008 656.761289

Antenna 39: 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
39 0 RF_maintenance ee Power inf 416.447004 417.768094 689.332750 inf 152.602999 62.992429 2582.900169 382.033089

Antenna 39: 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
39 0 RF_maintenance ee Power inf 149.325385 149.563955 inf inf 240.317414 1038.184088 707.755445 2703.070849

Antenna 39: 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
39 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance nn Power inf 281.948155 284.147027 460.335391 inf 113.895174 514.352439 1430.069876 4943.331386

Antenna 39: 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
39 0 RF_maintenance nn Power inf 322.780936 317.199757 inf 395.696757 206.401687 92.098800 6648.131646 3083.241581

Antenna 39: 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
39 0 RF_maintenance nn Power inf 316.109210 311.407078 inf 354.252087 310.738921 73.508527 9223.771906 4067.365659

Antenna 39: 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
39 0 RF_maintenance ee Power inf 356.709728 364.734955 323.247898 inf 42.991005 177.956172 384.985792 3095.612822

Antenna 39: 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
39 0 RF_maintenance nn Power inf 367.142044 365.825035 inf inf 212.015457 210.618246 6817.295358 5405.586050

Antenna 39: 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
39 0 RF_maintenance nn Power inf 179.463253 181.865981 316.319511 inf 230.886410 578.956318 1368.982640 3461.944473

Antenna 39: 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
39 0 RF_maintenance ee Power inf 374.288202 378.010365 278.038740 inf 78.535460 51.207710 565.998767 528.514119

Antenna 39: 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
39 0 RF_maintenance ee Power inf 457.227452 457.656764 inf inf 429.641070 506.715411 4554.858585 6044.026128

Antenna 39: 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
39 0 RF_maintenance nn Power inf 429.639891 436.109249 431.816559 inf 88.951617 230.820819 134.723557 342.661179

Antenna 39: 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
39 0 RF_maintenance nn Power inf 332.125624 338.150006 inf 458.397734 52.429810 99.817434 99.290450 270.212048

Antenna 39: 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
39 0 RF_maintenance ee Power inf 325.422192 326.176319 inf inf 212.675148 4775.117685 5258.960226 13383.413160

Antenna 39: 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
39 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 39: 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
39 0 RF_maintenance ee Temporal Variability 31035.040094 0.989074 0.989074 1035.993793 1035.993793 31035.040094 31035.040094 6.283750 6.283750

Antenna 39: 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
39 0 RF_maintenance ee Power inf 324.876301 331.372917 inf inf 121.795383 32.435984 2189.116705 123.958780

Antenna 39: 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
39 0 RF_maintenance ee Power inf 330.121396 335.268227 inf inf 90.012083 41.148419 280.887585 68.367283

Antenna 39: 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
39 0 RF_maintenance nn Power inf 346.234860 356.631311 442.133125 inf 63.536367 114.192330 831.867619 819.299759

Antenna 39: 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
39 0 RF_maintenance nn Power inf 378.583010 381.093096 447.745002 inf 38.922751 84.901827 203.456154 640.414226

Antenna 39: 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
39 0 RF_maintenance ee Power inf 310.003633 317.243871 inf inf 93.562446 36.917378 763.408266 142.299279

Antenna 39: 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
39 0 RF_maintenance nn Power inf 377.128479 385.857985 402.432328 inf 277.511040 1274.811146 697.942512 1945.663106

Antenna 39: 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
39 0 RF_maintenance nn Power inf 317.295104 326.307832 395.978677 inf 97.698092 42.558476 1111.350629 167.995839

Antenna 39: 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
39 0 RF_maintenance ee Power inf 342.639532 342.741742 inf inf 24.130245 25.099525 42.661706 11.829814

Antenna 39: 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
39 0 RF_maintenance nn Power inf 367.954063 366.318073 inf 400.591416 123.916145 44.891344 694.805951 216.089324
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