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 = "26"
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 26 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 26, 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% 377.393524 370.877717 256.866161 238.453957 45.719404 95.101238 924.762038 1671.513587 0.0243 0.0184 0.0070 1.084450 1.093002
2459760 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 391.648841 391.540090 329.800372 328.956965 289.193281 125.039530 3615.051482 1732.159592 0.0155 0.0192 0.0077 0.000000 0.904415
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% 277.745424 256.183075 163.586112 136.124063 55.402237 49.934656 983.642332 774.924440 0.0263 0.0173 0.0087 1.018243 1.045949
2459757 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 192.087110 199.143281 133.803636 inf 16.764902 31.747868 1183.333030 2510.317880 0.0187 nan nan 1.046865 0.000000
2459755 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 293.677344 299.787836 147.940552 inf 166.809150 48.002844 1150.686163 414.844208 0.0204 nan nan 0.987439 0.000000
2459754 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 239.200135 243.814174 119.193234 inf 57.948889 215.465507 676.364603 2111.840631 0.0202 nan nan 1.072740 0.000000
2459753 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 329.481965 324.337430 178.278336 151.207343 50.707234 51.510633 645.305565 574.326117 0.0131 0.0205 0.0107 0.000000 1.076773
2459752 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 353.854653 373.116338 299.016209 inf 260.202524 398.197116 1050.731569 1860.911199 0.0192 nan nan 0.000000 0.000000
2459750 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 426.940686 390.736913 361.094049 287.582493 40.400670 39.396180 792.320636 594.714433 0.0210 0.0165 0.0067 1.060740 1.122398
2459749 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 320.518290 326.157151 157.930138 inf 79.560537 148.544291 1243.201387 2388.736639 0.0245 nan nan 1.010118 0.000000
2459748 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 303.260987 308.397480 187.256318 inf 45.305717 205.028247 576.147142 2540.474395 0.0197 nan nan 1.130152 0.000000
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 117.880662 118.985093 124.423830 inf 301.414812 338.808168 1412.502633 1927.843224 0.0218 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% - - 76.967508 117.945902 66.121566 inf 66.687450 212.750332 1162.352664 3723.321359 0.0199 nan nan nan nan
2459732 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 147.290387 149.679044 124.496055 inf 81.429686 418.023306 1177.948043 5710.435369 0.0280 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% - - 115.565802 116.808311 140.564646 inf 90.321424 362.965314 1270.853760 3635.091149 0.0105 nan nan nan nan
2459728 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 104.010559 106.436481 131.368225 inf 195.053670 106.922563 1082.564877 600.849814 0.0243 nan nan nan nan
2459726 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 71.012560 79.308344 61.170621 inf 123.564537 223.372451 767.768271 915.334493 0.0187 nan nan nan nan
2459724 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 105.815348 111.563468 84.779413 inf 262.334795 146.899382 1567.523717 787.260740 0.0198 0.0082 0.0092 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% 473.384088 483.909018 362.088364 430.360361 35.990788 31.758658 1706.514896 1365.650925 0.0186 0.0203 0.0031 1.078516 1.062707
2459720 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 71.194171 76.799536 72.895849 91.456995 325.471454 150.388687 679.773109 303.664579 0.0191 0.0192 0.0017 nan nan
2459719 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 89.316262 91.052154 92.069744 inf 289.503508 654.550126 932.331162 1813.209866 0.0287 nan nan nan nan
2459718 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 84.035952 105.721710 78.752301 inf 603.251501 606.797528 1840.708594 2510.759725 0.0191 nan nan nan nan
2459717 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 102.550121 104.622080 91.543844 inf 168.931951 216.421507 1330.554301 1640.014693 0.0285 nan nan nan nan
2459716 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 87.655131 89.653236 74.093477 85.410215 221.435157 203.375570 1585.803500 1201.026733 0.0193 0.0200 0.0025 nan nan
2459715 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 350.843741 387.005059 294.388947 inf 41.560574 45.108717 1520.155461 2105.578535 0.0178 nan nan 1.081977 0.000000
2459713 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 116.092932 118.131738 101.849541 inf 134.902030 175.007753 1128.081257 1487.607043 0.0231 nan nan nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 378.263042 378.338097 611.105872 649.061379 1828.969179 1909.182058 9002.253750 8940.429856 0.0240 0.0156 0.0082 0.984709 0.000000
2459711 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 37.660815 37.939819 inf inf 986.122553 1829.212290 2267.384128 4023.662703 nan nan nan nan nan
2459710 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 41.024496 40.555448 84.366333 71.344936 209.708524 116.884202 830.242196 377.999440 0.0129 0.0244 0.0130 nan nan
2459708 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 350.959538 350.590850 inf 559.538698 57.309170 30.907509 4556.388467 1530.019996 nan 0.0036 nan 0.000000 0.000000
2459707 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.097090 18.504107 13.745809 20.957330 5.357632 1.903208 471.753789 335.136941 0.0205 nan nan 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 35.907636 36.282212 76.678079 inf 130.189139 43.914098 1476.949988 451.051455 0.0074 nan nan nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 103.841383 104.154142 inf 181.081095 253.939316 71.231205 2089.014363 690.168838 nan 0.0055 nan nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 87.592338 88.517416 212.575958 242.052160 554.650467 448.018993 667.173594 669.855703 0.0283 0.0211 0.0134 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% 335.162211 331.193230 186.385925 154.989906 203.563868 97.193243 1454.094613 736.210738 0.0036 0.0271 0.0228 0.000000 1.023256
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 6670.119995 6670.119995
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% 282.599020 285.624180 inf inf 376.508379 529.589546 377.507078 582.034055 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% 319.411987 324.351263 314.721734 360.855547 111.794499 199.650102 1945.126976 3113.712980 0.0163 0.0028 0.0036 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 0.966587 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% 322.570415 316.387231 197.340425 195.446431 44.381079 67.158274 141.506282 193.361847 0.0210 0.0202 0.0030 1.108088 1.081544
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% 352.461559 356.256642 278.219126 324.998519 84.456925 80.340310 486.758817 460.355379 0.0222 nan nan 0.000000 0.000000
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 368.847517 374.722313 246.778846 299.913056 97.589114 74.402701 805.060499 452.712364 0.0173 0.0261 0.0090 1.078617 0.941273
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 339.114002 342.759714 202.950175 232.421638 98.109799 91.802596 536.037158 453.653806 0.0197 0.0209 0.0029 1.122474 1.092556
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 364.256746 370.605615 211.974845 264.903778 87.526716 76.093797 475.730562 484.195254 0.0198 0.0242 0.0077 1.087960 0.984298
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 395.674264 398.321606 279.981339 300.466497 51.853343 39.668526 892.761796 747.641161 0.0182 0.0186 0.0017 0.547725 0.704164
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 320.700021 315.800352 inf 247.167876 142.241825 58.881504 518.545541 312.041265 nan 0.0198 nan 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 381.633625 387.516585 254.027697 349.743954 45.520202 149.757338 638.558825 1799.769767 0.0353 0.0024 0.0211 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% - - 146.509321 143.542711 275.473148 229.775231 50.613082 115.331891 492.878093 1030.483106 0.0136 0.0251 0.0148 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 327.343137 330.609938 281.473568 307.851325 49.832119 47.368446 718.996258 511.754152 0.0188 0.0186 0.0015 1.098965 1.093163
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% - - 320.031442 315.702165 788.150934 528.536271 349.067971 175.826224 1674.568595 836.447803 nan 0.0248 nan nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 410.397465 415.606287 552.297933 inf 68.231292 74.945609 673.861815 768.928364 0.0161 nan nan 0.000000 0.000000
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 146.323214 149.290586 186.184783 inf 227.078761 230.912231 831.825076 899.592041 0.0256 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% 280.040635 274.795868 431.070743 331.053993 79.152205 48.793356 1160.746112 323.618277 0.0051 0.0208 0.0147 0.000000 1.059145
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 316.117172 316.158048 inf 377.898649 144.504314 132.339283 4346.751370 2876.179369 nan 0.0046 nan 0.000000 0.000000
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 309.566277 309.654046 inf 308.071667 96.693665 66.734940 5426.080163 2431.112578 nan 0.0088 nan 0.000000 0.000000
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 354.238207 357.904764 278.899231 328.588012 54.168480 41.264119 735.627937 450.838451 0.0184 0.0238 0.0069 1.081606 0.997472
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 309.769232 347.088821 159.788207 210.617507 42.717015 63.037661 1073.337508 1309.277557 0.0191 0.0182 0.0011 1.106225 1.098357
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 179.268841 175.939729 304.948416 201.684732 161.867420 191.854929 989.503909 1097.205747 nan 0.0234 nan nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 379.736595 368.258434 inf 237.911250 39.175071 57.453813 199.075071 495.024626 nan 0.0205 nan 0.000000 1.073066
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 447.281626 442.949135 362.486326 324.882247 61.555523 64.658919 799.363182 646.874117 0.0191 0.0206 0.0074 0.000000 1.037472
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 429.904087 426.523771 inf 393.530281 83.577155 43.639988 159.633823 45.489530 nan 0.0173 nan 0.000000 0.000000
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 328.988492 325.164344 406.446734 369.115839 63.021722 64.482307 116.865846 114.385063 0.0052 0.0081 0.0113 0.000000 0.000000
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 308.248745 313.261399 214.471185 242.765493 54.534603 44.926112 1287.810832 747.120177 0.0181 0.0180 0.0036 1.112564 1.100129
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% -1.816707 -1.816707 1035.191501 1035.191501 31035.022492 31035.022492 6.057817 6.057817 0.2084 0.2084 0.0000 0.049404 0.049404
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 313.991283 307.674945 249.719257 258.620102 43.267542 75.276839 558.441463 755.150628 0.0202 0.0184 0.0023 1.080572 1.076952
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 317.267988 324.358194 265.866370 387.946430 50.793965 42.898454 139.500218 132.956569 0.0211 0.0112 0.0112 1.104996 0.000000
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 342.579876 341.885736 334.952604 334.972120 48.229348 46.933527 550.485837 506.839874 0.0195 0.0191 0.0013 1.125627 1.123312
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4661 0.4612 0.0051 nan nan
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 371.876498 369.407447 367.177168 298.878157 66.830661 64.205575 399.855294 535.768269 0.0117 0.0206 0.0118 0.000000 1.085288
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 307.971927 300.618898 327.170577 270.042098 58.166712 48.666756 507.806716 268.611159 0.0186 0.0192 0.0085 0.000000 1.077768
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0112 nan nan nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.874237 321.645770 360.063145 inf 45.524576 69.290622 354.888418 658.607348 0.0264 nan nan 1.055620 0.000000
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 333.471989 332.782565 461.227401 434.895095 45.977888 45.910068 363.962013 324.534258 0.0034 0.0063 nan 0.000000 0.000000
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 236.586841 362.033194 197.608723 385.626321 58.139637 49.928713 266.008772 200.857309 0.0197 0.0141 0.0088 1.086251 0.000000
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.629942 -0.629942 -0.630906 -0.630906 -0.631287 -0.631287 -0.631218 -0.631218 1.0000 1.0000 0.0000 0.061950 0.061950
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 352.182558 349.838673 509.610334 385.112338 65.570591 47.192104 656.009688 403.415879 0.0038 0.0220 0.0009 0.000000 1.031270
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% 403.751760 416.600140 291.286550 363.887460 52.032034 65.177802 457.741460 869.051921 0.0179 0.0212 0.0052 1.110218 1.037061
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 453.487624 461.554961 277.165634 454.258112 57.398550 151.979268 533.162749 1661.337285 0.0189 nan nan 1.106727 0.000000
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 397.960930 402.166770 519.147469 487.375828 228.281931 164.836105 2721.534548 1236.252431 nan 0.0041 nan 0.000000 0.000000
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 323.247861 327.846077 247.768967 305.015106 54.139445 55.672534 700.478261 895.681340 0.0187 0.0194 0.0051 1.089838 1.011526
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 0.042002 0.042002
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 340.161859 345.242744 264.883806 inf 46.166490 64.852171 666.069710 904.154125 0.0245 nan nan 1.059912 0.000000
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 335.117730 342.610734 274.390074 inf 66.485907 58.040432 426.511667 254.840115 0.0176 nan nan 1.105233 0.000000
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 385.441995 394.149443 247.097554 388.010877 67.784842 93.143788 720.812266 927.738809 0.0193 nan nan 1.130946 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% 358.582751 363.725793 486.291000 650.378114 42.137088 32.984060 580.726961 272.498917 0.0184 0.0078 0.0094 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 346.993802 346.272857 inf inf 66.369347 110.866593 695.893777 1619.474292 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 165.965517 163.062080 250.193923 237.044739 253.277762 210.444124 1361.617978 1142.736898 0.0283 0.0225 0.0074 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 300.163010 297.187611 298.605922 289.002351 49.878618 46.230778 217.736297 217.335287 0.0225 0.0204 0.0029 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 368.528360 377.030938 335.046544 inf 55.061046 244.280200 688.620342 2826.246514 0.0210 nan nan 1.152011 0.000000
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 302.365332 309.017967 320.573246 inf 100.039359 521.987051 1294.612211 5905.084568 0.0228 nan nan 0.000000 0.000000
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 321.984267 326.538509 632.494851 inf 83.154886 156.701028 627.886919 1486.007996 nan nan nan 0.000000 0.000000
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 359.868195 365.513083 261.646893 277.066720 62.946787 53.436369 644.594733 371.241363 0.0187 0.0202 0.0016 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 372.198294 375.449777 277.896704 293.684082 42.733506 48.487264 506.231640 280.728851 0.0196 0.0191 0.0011 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% 244.162452 247.487525 370.538443 inf 79.773913 118.608708 988.194256 1068.028431 0.0223 nan nan 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.646705 314.760542 inf inf 40.180738 43.047820 854.772162 849.677207 nan nan nan 0.000000 0.000000
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 335.202054 348.519391 258.506098 inf 47.577355 46.743819 470.961554 546.746376 0.0185 nan nan 1.155886 0.000000
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 373.809986 370.762576 353.011778 330.487940 49.803887 56.269950 586.176656 810.164104 0.0184 0.0182 0.0025 1.148062 1.144072
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 310.352462 320.947131 361.223129 inf 54.841238 54.615767 429.356355 533.622712 0.0185 nan nan 1.160086 0.000000
2459607 RF_maintenance 100.00% 96.22% 96.22% 0.00% 100.00% 0.00% 10.819273 12.257864 25.190159 25.566231 40.736273 41.087078 -1.682003 -1.592611 0.0439 0.0464 0.0029 1.191328 1.127775
2459605 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 29.706516 30.928492 107.658784 134.466822 171.516211 217.684914 147.191171 218.654791 0.0199 0.0244 0.0061 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 338.734085 341.126656 385.544503 366.248802 52.998885 64.353893 468.203943 612.353595 0.0225 0.0215 0.0095 0.635327 1.065768
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 340.048770 336.216241 inf 400.820465 35.359689 24.610324 54.804940 35.668907 nan 0.0214 nan 0.000000 0.956896
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 323.845569 331.755887 396.688597 601.976653 35.172190 42.643999 548.086952 764.043576 0.0171 nan nan 1.134930 0.000000
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 308.305462 312.669189 277.159522 328.244747 48.158817 63.193647 427.817247 549.837842 0.0190 0.0206 0.0031 1.139839 1.109810
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 300.881202 313.982454 320.367811 526.012877 47.198586 61.973873 759.521748 899.746593 0.0188 nan nan 1.118345 0.000000
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 301.310307 304.042455 294.354157 inf 51.660735 63.881390 319.434276 414.283481 0.0209 nan nan 1.121366 0.000000
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 371.900471 385.045128 259.173961 445.781613 35.526493 28.560150 137.110396 105.874447 0.0185 0.0051 0.0109 1.119329 0.000000
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 98.990842 98.279465 230.364329 228.653319 26.962835 32.520552 81.910115 88.482262 0.0187 0.0182 0.0011 1.137684 1.134945
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 264.856991 270.259619 327.044184 451.619052 65.569759 72.886962 241.638516 314.986294 0.0185 0.0087 0.0098 1.124152 0.000000
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 33.084556 35.606794 141.995810 195.128175 81.183061 29.377668 89.994646 31.022870 0.0202 0.0225 0.0089 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 328.638026 335.380113 345.338506 440.392072 54.219251 54.509666 320.555451 269.317262 0.0198 0.0225 0.0081 1.123284 0.931398
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 352.787473 354.639552 inf 480.898350 43.538862 43.142743 255.369657 212.927222 nan 0.0072 nan 0.000000 0.000000
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 327.960725 335.138373 346.299268 inf 39.817857 51.713045 192.031594 343.787079 0.0218 nan nan 1.107322 0.000000
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 206.248749 216.486772 371.533923 571.465016 37.376775 36.048364 55.920496 44.170012 0.0176 0.0027 0.0141 1.116701 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 345.140751 347.369503 612.097208 inf 84.379435 109.016549 547.722652 657.914400 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 277.762857 304.893545 84.425160 119.256536 17.668436 17.085094 420.567018 520.919076 0.0180 0.0196 0.0024 1.103196 1.075579
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 137.780733 159.107548 66.144103 107.982567 10.513935 14.398135 524.996495 812.260653 0.0194 0.0234 0.0062 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 449.762221 458.341540 440.062800 594.673395 27.002912 24.966170 110.142503 70.974516 0.0192 0.0118 0.0075 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 299.335070 333.132716 118.718032 inf 28.367208 129.038130 154.531601 1005.423170 0.0188 nan nan 1.169045 0.000000
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 293.447858 295.462907 135.354744 inf 40.447216 47.723639 149.902767 210.475356 0.0246 nan nan 1.099209 0.000000
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 359.925811 396.643660 112.469330 141.654209 36.144596 36.423826 221.919061 189.954008 0.0187 0.0185 0.0010 1.092087 1.087629
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 299.608747 304.526514 146.615371 216.383481 41.291232 45.530690 225.908317 252.005707 0.0194 0.0034 0.0127 1.125737 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 298.659207 313.640162 155.763660 229.240192 40.361248 105.072917 396.592009 792.010594 0.0186 0.0102 0.0095 1.107054 0.000000
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 44.995286 45.245316 81.588117 116.106940 178.394896 160.458990 858.326683 578.293298 0.0196 0.0147 0.0091 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 377.391461 392.922278 127.011065 inf 38.415629 230.447665 197.109544 1367.293900 0.0190 nan nan 1.092749 0.000000
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 293.855732 298.069368 105.898314 160.099315 32.370959 116.890329 214.736115 818.816132 0.0192 0.0029 0.0138 1.167579 0.000000
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 281.556691 289.090541 115.063061 154.347708 41.195127 48.736717 49.333428 83.093343 0.0212 0.0072 0.0136 0.950794 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% 269.103081 305.210725 138.494570 259.297206 46.117664 42.965234 328.764923 312.213512 0.0192 0.0024 0.0139 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 302.853261 312.182679 100.182423 inf 33.560615 96.566400 531.062705 1897.233312 0.0181 nan nan 1.092814 0.000000
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 40.570739 41.392106 98.506198 118.265683 238.274259 240.150034 1418.997697 1427.694008 0.0271 0.0095 0.0172 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 337.459291 340.301439 165.448724 177.558420 13.788056 13.964241 399.218333 335.573905 0.0246 0.0110 nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.260797 324.445875 123.623584 inf 19.842447 22.417513 28.939902 38.272860 0.0183 nan nan 1.181842 0.000000
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 296.150008 307.007719 126.471069 166.075053 53.283490 43.819932 210.761140 215.390917 0.0180 0.0176 0.0060 0.953727 0.222166
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% 289.969865 298.641361 140.906904 206.058829 9.940010 22.928312 206.634661 387.428630 0.0188 0.0033 0.0141 1.107276 0.000000
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 318.528412 318.055139 444.220960 368.166894 184.688124 75.808133 1642.305543 582.449740 nan 0.0087 nan 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 230.425287 232.266326 101.208262 95.052719 15.088780 26.564910 221.078751 320.071872 nan 0.0102 nan 0.000000 0.000000
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 235.415129 237.501195 74.103920 inf 8.261192 77.160836 197.604530 1514.323583 0.0231 nan nan 0.996293 0.000000
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 211.905826 215.922028 65.831203 78.589461 8.547634 10.731704 177.840803 240.891709 0.0191 0.0210 0.0058 1.131131 1.004498
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 254.967568 260.045787 68.601126 78.963402 10.473995 9.128316 179.552575 204.584688 0.0184 0.0197 0.0024 1.110118 1.093365
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 315.461387 330.670904 132.476282 inf 36.833521 145.700998 273.542227 1239.942799 0.0193 nan nan 1.107057 0.000000
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0141 nan nan nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 330.832189 336.679227 151.748202 226.263890 40.692103 52.596421 564.290388 912.855629 0.0177 0.0027 0.0144 1.107765 0.000000
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0076 0.0031 nan nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0183 0.0207 0.0030 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 373.494946 379.485897 199.064477 267.029895 62.254464 62.152971 358.609099 300.961021 0.0178 0.0106 0.0081 0.761023 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 199.030071 216.830203 65.263565 93.245674 13.970647 15.296273 232.363800 309.547894 0.0182 0.0216 0.0055 1.111931 1.035633
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0312 0.0564 0.0003 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 293.656277 300.773190 147.186487 208.160643 51.516751 41.239030 446.827044 256.217026 0.0177 0.0132 0.0072 1.096380 0.000000
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 372.836728 376.807935 329.423128 481.674368 4.453543 7.174564 255.059031 435.774064 0.0235 nan nan 1.081005 0.000000
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.943299 10.749092 46.690034 43.621100 725.833651 647.754099 16.183236 32.095913 0.0206 0.0217 0.0084 0.000000 0.000000
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 270.946265 280.981175 62.312328 inf 16.635142 56.302639 102.852116 345.172979 0.0186 nan nan 1.114806 0.000000
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 513.831938 515.699676 372.651632 inf 228.538278 58.885212 2079.939605 760.268094 0.0093 nan nan 0.000000 0.000000
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 224.049107 227.746314 62.836719 94.587293 19.916357 32.418909 189.560421 260.254366 0.0175 0.0023 0.0133 1.092200 0.000000
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 232.459358 238.108091 57.443788 88.427271 23.065428 24.207725 157.066236 186.673446 0.0181 0.0053 0.0094 1.086774 0.000000
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 347.125932 347.956278 143.597461 147.363096 49.443032 32.011775 569.143093 291.625978 0.0177 0.0183 0.0015 1.103733 1.102049
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 380.540545 411.203473 156.098453 274.348670 36.611934 77.469483 220.321455 534.826070 0.0184 0.0049 0.0132 1.109923 0.000000
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 229.240586 235.378171 60.612002 83.827946 17.240694 16.237630 213.644732 185.350864 0.0182 0.0075 0.0088 1.096185 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% 350.736808 359.808168 191.776787 249.291103 99.561088 62.276643 159.536893 111.861534 0.0182 0.0190 0.0075 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 427.103264 460.738714 183.476511 inf 77.010958 89.332770 573.924519 584.724260 nan nan nan 1.344109 0.000000
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 327.613402 359.133815 165.981209 inf 76.464151 131.212036 406.863312 644.450447 0.0184 nan nan 1.120019 0.000000
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 47.658132 45.280842 120.746527 81.160054 414.766940 60.359356 1599.074844 276.169820 0.0088 0.0185 0.0089 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 303.517498 338.433996 147.274112 186.603699 38.016355 35.047436 64.687534 51.942568 0.0184 0.0182 0.0015 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 395.964231 395.585350 205.139847 inf 156.517532 86.111635 807.995655 441.211200 0.0075 nan nan 1.072862 0.000000
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 387.291331 396.729065 287.444463 inf 52.019500 47.550235 474.090723 568.479084 0.0080 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 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Temporal Discontinuties 1671.513587 370.877717 377.393524 238.453957 256.866161 95.101238 45.719404 1671.513587 924.762038

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 3615.051482 391.648841 391.540090 329.800372 328.956965 289.193281 125.039530 3615.051482 1732.159592

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 983.642332 277.745424 256.183075 163.586112 136.124063 55.402237 49.934656 983.642332 774.924440

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 199.143281 192.087110 inf 133.803636 31.747868 16.764902 2510.317880 1183.333030

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 293.677344 299.787836 147.940552 inf 166.809150 48.002844 1150.686163 414.844208

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 239.200135 243.814174 119.193234 inf 57.948889 215.465507 676.364603 2111.840631

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 645.305565 324.337430 329.481965 151.207343 178.278336 51.510633 50.707234 574.326117 645.305565

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 353.854653 373.116338 299.016209 inf 260.202524 398.197116 1050.731569 1860.911199

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 792.320636 426.940686 390.736913 361.094049 287.582493 40.400670 39.396180 792.320636 594.714433

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 320.518290 326.157151 157.930138 inf 79.560537 148.544291 1243.201387 2388.736639

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 303.260987 308.397480 187.256318 inf 45.305717 205.028247 576.147142 2540.474395

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 117.880662 118.985093 124.423830 inf 301.414812 338.808168 1412.502633 1927.843224

Antenna 26: 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
26 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 117.945902 76.967508 inf 66.121566 212.750332 66.687450 3723.321359 1162.352664

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 149.679044 147.290387 inf 124.496055 418.023306 81.429686 5710.435369 1177.948043

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 115.565802 116.808311 140.564646 inf 90.321424 362.965314 1270.853760 3635.091149

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 106.436481 104.010559 inf 131.368225 106.922563 195.053670 600.849814 1082.564877

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 79.308344 71.012560 inf 61.170621 223.372451 123.564537 915.334493 767.768271

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 111.563468 105.815348 inf 84.779413 146.899382 262.334795 787.260740 1567.523717

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 1706.514896 473.384088 483.909018 362.088364 430.360361 35.990788 31.758658 1706.514896 1365.650925

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 679.773109 71.194171 76.799536 72.895849 91.456995 325.471454 150.388687 679.773109 303.664579

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 91.052154 89.316262 inf 92.069744 654.550126 289.503508 1813.209866 932.331162

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 84.035952 105.721710 78.752301 inf 603.251501 606.797528 1840.708594 2510.759725

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 102.550121 104.622080 91.543844 inf 168.931951 216.421507 1330.554301 1640.014693

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 1585.803500 87.655131 89.653236 74.093477 85.410215 221.435157 203.375570 1585.803500 1201.026733

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 350.843741 387.005059 294.388947 inf 41.560574 45.108717 1520.155461 2105.578535

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 118.131738 116.092932 inf 101.849541 175.007753 134.902030 1487.607043 1128.081257

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 9002.253750 378.338097 378.263042 649.061379 611.105872 1909.182058 1828.969179 8940.429856 9002.253750

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 37.939819 37.660815 inf inf 1829.212290 986.122553 4023.662703 2267.384128

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 830.242196 40.555448 41.024496 71.344936 84.366333 116.884202 209.708524 377.999440 830.242196

Antenna 26: 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
26 N00 RF_maintenance ee Power inf 350.959538 350.590850 inf 559.538698 57.309170 30.907509 4556.388467 1530.019996

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 471.753789 18.504107 18.097090 20.957330 13.745809 1.903208 5.357632 335.136941 471.753789

Antenna 26: 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
26 N00 RF_maintenance nn Power inf 36.282212 35.907636 inf 76.678079 43.914098 130.189139 451.051455 1476.949988

Antenna 26: 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
26 N00 RF_maintenance ee Power inf 104.154142 103.841383 181.081095 inf 71.231205 253.939316 690.168838 2089.014363

Antenna 26: 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
26 N00 RF_maintenance nn Temporal Discontinuties 669.855703 88.517416 87.592338 242.052160 212.575958 448.018993 554.650467 669.855703 667.173594

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Temporal Discontinuties 1454.094613 331.193230 335.162211 154.989906 186.385925 97.193243 203.563868 736.210738 1454.094613

Antenna 26: 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
26 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 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Power inf 282.599020 285.624180 inf inf 376.508379 529.589546 377.507078 582.034055

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 3113.712980 319.411987 324.351263 314.721734 360.855547 111.794499 199.650102 1945.126976 3113.712980

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Shape 322.570415 316.387231 322.570415 195.446431 197.340425 67.158274 44.381079 193.361847 141.506282

Antenna 26: 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
26 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 486.758817 352.461559 356.256642 278.219126 324.998519 84.456925 80.340310 486.758817 460.355379

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 805.060499 374.722313 368.847517 299.913056 246.778846 74.402701 97.589114 452.712364 805.060499

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 536.037158 339.114002 342.759714 202.950175 232.421638 98.109799 91.802596 536.037158 453.653806

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 484.195254 370.605615 364.256746 264.903778 211.974845 76.093797 87.526716 484.195254 475.730562

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 892.761796 395.674264 398.321606 279.981339 300.466497 51.853343 39.668526 892.761796 747.641161

Antenna 26: 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
26 0 RF_maintenance ee Power inf 315.800352 320.700021 247.167876 inf 58.881504 142.241825 312.041265 518.545541

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 1799.769767 387.516585 381.633625 349.743954 254.027697 149.757338 45.520202 1799.769767 638.558825

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 1030.483106 143.542711 146.509321 229.775231 275.473148 115.331891 50.613082 1030.483106 492.878093

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 718.996258 327.343137 330.609938 281.473568 307.851325 49.832119 47.368446 718.996258 511.754152

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 1674.568595 320.031442 315.702165 788.150934 528.536271 349.067971 175.826224 1674.568595 836.447803

Antenna 26: 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
26 0 RF_maintenance nn Power inf 415.606287 410.397465 inf 552.297933 74.945609 68.231292 768.928364 673.861815

Antenna 26: 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
26 0 RF_maintenance nn Power inf 146.323214 149.290586 186.184783 inf 227.078761 230.912231 831.825076 899.592041

Antenna 26: 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
26 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 1160.746112 280.040635 274.795868 431.070743 331.053993 79.152205 48.793356 1160.746112 323.618277

Antenna 26: 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
26 0 RF_maintenance ee Power inf 316.158048 316.117172 377.898649 inf 132.339283 144.504314 2876.179369 4346.751370

Antenna 26: 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
26 0 RF_maintenance ee Power inf 309.654046 309.566277 308.071667 inf 66.734940 96.693665 2431.112578 5426.080163

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 735.627937 357.904764 354.238207 328.588012 278.899231 41.264119 54.168480 450.838451 735.627937

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 1309.277557 347.088821 309.769232 210.617507 159.788207 63.037661 42.717015 1309.277557 1073.337508

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 1097.205747 179.268841 175.939729 304.948416 201.684732 161.867420 191.854929 989.503909 1097.205747

Antenna 26: 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
26 0 RF_maintenance ee Power inf 368.258434 379.736595 237.911250 inf 57.453813 39.175071 495.024626 199.075071

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 799.363182 447.281626 442.949135 362.486326 324.882247 61.555523 64.658919 799.363182 646.874117

Antenna 26: 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
26 0 RF_maintenance ee Power inf 429.904087 426.523771 inf 393.530281 83.577155 43.639988 159.633823 45.489530

Antenna 26: 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
26 0 RF_maintenance ee Power 406.446734 325.164344 328.988492 369.115839 406.446734 64.482307 63.021722 114.385063 116.865846

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 1287.810832 308.248745 313.261399 214.471185 242.765493 54.534603 44.926112 1287.810832 747.120177

Antenna 26: 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
26 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 26: 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
26 0 RF_maintenance ee Temporal Variability 31035.022492 -1.816707 -1.816707 1035.191501 1035.191501 31035.022492 31035.022492 6.057817 6.057817

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 755.150628 313.991283 307.674945 249.719257 258.620102 43.267542 75.276839 558.441463 755.150628

Antenna 26: 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
26 0 RF_maintenance nn Power 387.946430 317.267988 324.358194 265.866370 387.946430 50.793965 42.898454 139.500218 132.956569

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 550.485837 342.579876 341.885736 334.952604 334.972120 48.229348 46.933527 550.485837 506.839874

Antenna 26: 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
26 0 RF_maintenance nn Temporal Discontinuties 535.768269 371.876498 369.407447 367.177168 298.878157 66.830661 64.205575 399.855294 535.768269

Antenna 26: 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
26 0 RF_maintenance ee Temporal Discontinuties 507.806716 307.971927 300.618898 327.170577 270.042098 58.166712 48.666756 507.806716 268.611159

Antenna 26: 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
26 0 RF_maintenance nn Power inf 384.156932 387.716968 391.953780 inf 89.206470 616.593204 295.240827 1167.734132

Antenna 26: 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
26 0 RF_maintenance nn Power inf 314.874237 321.645770 360.063145 inf 45.524576 69.290622 354.888418 658.607348

Antenna 26: 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
26 0 RF_maintenance ee Power 461.227401 333.471989 332.782565 461.227401 434.895095 45.977888 45.910068 363.962013 324.534258

Antenna 26: 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
26 0 RF_maintenance nn Power 385.626321 362.033194 236.586841 385.626321 197.608723 49.928713 58.139637 200.857309 266.008772
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