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 = "157"
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 157 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 157, Node N12:

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)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 0.00% 0.00% 4.08% 0.00% 12.00% 0.00% -0.393741 -0.339669 0.285702 3.160241 0.982819 -0.340080 1.473709 0.267946 0.7507 0.4724 0.5537 1.860045 1.363400
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.440077 0.912638 0.082984 3.682884 0.580464 2.218617 0.434706 0.752443 0.7031 0.6345 0.4770 1.548588 1.254274
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.165435 2.280688 -0.081127 2.392365 0.260236 1.557204 0.304232 -2.141542 0.6963 0.6267 0.4547 1.843084 1.659797
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 4.28% -0.121484 -0.054784 0.203406 3.423978 0.100725 1.330745 0.710788 0.558540 0.6717 0.5644 0.3941 2.315603 1.775501
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 0.207777 0.652323 0.405830 3.672649 0.672025 1.919876 1.012290 1.044999 0.7015 0.6477 0.4536 3.173193 2.990358
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 0.407197 0.682309 0.019896 3.123484 0.783002 1.189109 -0.565464 -0.648372 0.6971 0.6423 0.4405 3.490693 3.161275
2459803 digital_ok 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
2459802 digital_ok 0.00% 0.00% 1.67% 0.00% 1.67% 0.00% 0.223135 1.299344 0.105783 3.014594 0.259605 3.047407 0.306164 -0.347102 0.6920 0.5357 0.4764 2.212463 1.879302
2459801 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 5.26% 0.374719 1.834198 0.119150 2.832923 0.522305 1.746573 0.626201 -0.712686 0.6949 0.6247 0.4437 2.330797 1.951400
2459800 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.186371 1.654447 0.189852 2.473848 1.297846 1.223449 0.831956 -0.306726 0.6581 0.6329 0.4082 2.040286 1.850639
2459799 digital_ok 0.00% 0.00% 0.54% 0.00% 3.21% 0.00% -0.167763 -0.046170 0.087853 3.244487 0.245186 1.738251 1.348641 -0.005776 0.6471 0.5432 0.4014 1.793113 1.563478
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.139729 2.156363 0.262252 2.681472 0.711530 0.818788 0.841522 1.984138 0.6430 0.6205 0.4089 3.121320 2.904722
2459797 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.205005 0.640315 0.236961 2.837774 1.974104 0.865749 0.774820 -1.118922 0.6405 0.6220 0.3990 5.314709 5.114651
2459796 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.028334 0.877173 -0.187163 3.923643 1.034704 1.246346 1.110571 -0.663302 0.6258 0.6090 0.3828 0.000000 0.000000
2459795 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.081059 1.818011 0.012202 2.462683 1.253216 0.574066 0.515863 -0.184386 0.6283 0.6176 0.3827 25.069549 21.282815
2459794 RF_maintenance 0.00% 18.82% 18.82% 0.00% 100.00% 0.00% -0.725827 0.835585 -0.097434 3.030678 1.453324 1.689527 0.657118 -1.803400 0.6038 0.5923 0.3807 9.081305 9.403429
2459793 RF_maintenance 0.00% 18.82% 21.51% 0.00% 100.00% 0.00% -0.223810 1.494603 0.662990 1.854624 1.438884 0.174885 0.340197 -0.833681 0.5913 0.5846 0.3799 4.951222 5.341576
2459792 RF_maintenance 100.00% 4.83% 5.37% 0.00% 100.00% 0.00% -0.097474 5.684711 0.133113 13.338465 -0.665791 13.669570 0.321627 -0.117749 0.6461 0.5429 0.3808 6.391582 4.829035
2459791 RF_maintenance 100.00% 32.43% 32.43% 0.00% 100.00% 0.00% 0.282024 7.914626 0.825794 15.384082 2.623032 13.166011 4.438207 1.500801 0.5571 0.5473 0.3558 7.944742 7.458913
2459790 RF_maintenance 100.00% 29.57% 34.95% 0.00% 100.00% 0.00% 9.054577 25.811857 11.519631 24.522123 15.077424 36.126355 12.114271 0.030803 0.5563 0.5278 0.3624 2.170611 2.133414
2459789 RF_maintenance 100.00% 32.26% 37.63% 0.00% 100.00% 0.00% 20.847317 23.190664 24.570567 26.439764 36.085642 37.804698 2.300579 1.980167 0.5354 0.5238 0.3493 9.361838 8.958240
2459788 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.891670 20.190714 25.624708 27.813239 38.708556 40.475294 0.229295 -0.464707 0.0876 0.0889 0.0109 1.306527 1.297994
2459787 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.201490 19.309087 21.205557 23.445480 24.921235 26.113167 0.216214 1.599325 0.0839 0.0847 0.0109 1.306072 1.308634
2459786 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
2459785 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.259926 1.739305 1.166980 11.129809 0.041226 5.358503 0.380469 1.782880 0.0696 0.0655 0.0059 0.900746 0.907565
2459784 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.817944 1.940211 1.737413 9.340021 0.733831 8.891050 0.870466 -0.435404 0.0536 0.0588 0.0046 1.140716 1.147018
2459783 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.066526 0.774783 0.766103 1.007787 -0.105032 2.005640 0.879706 -0.630121 0.0568 0.0594 0.0054 1.304108 1.293080
2459782 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.022786 0.769670 -0.132509 0.488520 -0.320462 0.440475 0.349524 -1.132964 0.0643 0.0625 0.0071 1.286661 1.292515
2459781 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.036266 -1.065859 0.264319 -1.270888 0.873030 -1.265814 0.114238 -0.190282 0.0695 0.0631 0.0047 1.250567 1.248627
2459778 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.211209 0.466249 0.311718 0.772078 0.501122 -0.109542 0.536813 -1.253383 0.0715 0.0697 0.0062 1.223694 1.226141
2459776 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.730175 -0.080432 0.330073 1.159791 -0.592942 -0.708673 0.386379 -1.209509 0.7331 0.6337 0.4104 7.829510 5.473871
2459774 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7188 0.6333 0.3984 nan nan
2459773 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.145582 -0.265377 4.155396 -0.591256 4.984689 -0.284229 -1.676329 -0.074437 0.4938 0.5032 0.2909 3.180352 3.745135
2459772 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.439160 -0.423427 0.104924 0.087203 -0.281799 -0.481824 -1.299488 0.298119 0.4862 0.4949 0.2817 3.604913 3.554313
2459771 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.016219 -0.298364 -0.389293 0.123230 -0.851756 0.082266 -0.998670 0.031376 0.7132 0.6191 0.4031 6.464095 5.815096
2459770 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.956188 -0.191743 3.274585 -0.356831 3.584174 -0.193551 -1.362465 0.926399 0.4881 0.4926 0.2898 5.024226 4.858690
2459769 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.378794 0.559545 4.440535 -0.507265 4.747301 0.037419 -1.105983 0.357289 0.4852 0.4883 0.2955 3.170287 3.159790
2459768 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.450621 0.482968 4.803925 -0.569094 4.761674 -0.530862 -1.994426 0.192993 0.4931 0.4938 0.3003 3.454000 3.514955
2459767 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.579644 -0.314814 0.084843 0.125310 -0.536917 -0.138980 -1.337887 0.388628 0.5228 0.5265 0.2860 3.320749 3.165759
2459766 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.873464 -0.548584 -0.208447 0.040980 -0.671954 -0.456586 -1.165017 0.044416 0.5081 0.5156 0.3113 3.676795 3.715509
2459765 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.907616 0.491941 5.960562 -0.568866 4.359778 0.546697 -1.444329 1.725848 0.4914 0.4949 0.3071 3.415444 4.238071
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.432834 -0.436039 1.760980 -0.253548 0.446386 -0.495904 -0.204672 -0.679296 0.7216 0.6379 0.4662 5.280895 4.997834
2459761 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.821646 0.260678 3.329319 -0.345521 2.882575 0.299169 -1.996188 0.628612 0.5171 0.5270 0.3224 3.346298 3.685947
2459760 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.357310 0.615399 4.952376 -0.611320 11.025592 1.681417 -2.144151 1.889917 0.5281 0.5317 0.3289 0.000000 0.000000
2459759 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.094290 -0.335027 -0.921437 -0.083486 -1.552546 -0.292065 -0.760342 1.023523 0.0674 0.0544 0.0130 1.148626 1.157119
2459758 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.135140 -0.096507 1.573164 0.094041 0.832450 0.036560 -1.309878 1.042440 0.0675 0.0550 0.0082 1.212351 1.209475
2459757 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.140398 -0.525110 1.255092 -0.212376 0.813091 -0.454069 -1.178640 0.448926 0.0826 0.0574 0.0070 1.302924 1.303519
2459755 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.056402 -0.678333 0.891335 0.014427 0.604143 1.395356 -0.275588 0.311870 0.0628 0.0535 0.0067 0.000000 0.000000
2459754 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.340191 -0.309729 0.654366 0.141316 0.160071 -0.191339 -1.175388 -0.002144 0.0709 0.0582 0.0085 0.912857 0.906969
2459753 RF_maintenance 0.00% 16.67% 16.67% 0.00% 100.00% 0.00% -0.845844 0.014369 0.418790 0.191841 -0.043189 -0.455382 -0.773144 -0.212717 0.5395 0.5418 0.3213 4.235933 4.231400
2459752 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.658093 -0.265169 4.520069 -0.293983 6.557766 1.285798 0.286603 1.002690 0.6003 0.6054 0.3723 2.980798 2.424566
2459750 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.796490 -0.148122 5.401699 -0.659621 7.168219 -0.321509 -0.584133 2.212802 0.7192 0.6268 0.4058 6.780271 6.551476
2459749 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.226847 -0.611431 0.703035 -0.009900 0.022144 -0.699449 -1.690363 0.041455 0.6353 0.6434 0.3878 5.080151 6.268597
2459748 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.273147 -0.455856 2.653389 -0.102862 2.145553 -0.121391 -1.499170 0.254779 0.6267 0.6333 0.3992 4.232843 4.486666
2459747 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.882051 0.165099 1.938556 -0.643879 1.263724 1.255798 0.397398 -1.067593 0.0338 0.0362 0.0014 nan nan
2459746 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.866749 0.818391 2.460169 -0.732006 0.001524 0.036912 0.419614 -1.400872 0.0346 0.0371 0.0027 nan nan
2459745 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.156172 -0.244585 0.510128 0.167250 -0.163730 -0.475398 -1.607212 0.287926 0.6523 0.6630 0.3981 6.791643 8.214610
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.876313 0.366689 2.033461 -0.410065 -0.005934 0.061935 13.702403 3.739165 0.0355 0.0373 0.0017 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 0.00% 100.00% 100.00% 0.00% - - 1.947869 0.248158 2.514460 -0.526248 -0.809641 1.454559 0.821256 -0.949829 0.0353 0.0359 0.0018 nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 3.259687 1.875783 4.592813 -0.395567 -0.639558 1.332395 2.482098 -0.057153 0.0363 0.0397 0.0019 nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.997106 1.079396 4.306031 0.053927 0.661976 1.572928 3.160564 -0.378928 0.0354 0.0314 0.0011 nan nan
2459738 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.776322 0.363425 8.692104 -0.201846 5.192830 1.471342 -1.395449 3.968835 0.6853 0.6873 0.4241 4.754041 6.071256
2459736 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.479289 -0.298968 1.878099 -0.195275 1.486497 -0.188140 -1.342787 -0.229473 0.7103 0.6137 0.4227 3.666487 3.414331
2459734 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.316549 0.106571 2.413708 -0.628368 -0.173611 0.285380 0.810503 -0.781058 0.0329 0.0351 0.0011 nan nan
2459733 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.929438 0.069178 2.167847 -0.796475 -0.465231 -0.458465 0.664378 -1.018089 0.0332 0.0338 0.0026 nan nan
2459732 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.318730 0.580771 2.494414 -0.588021 -0.076997 -0.854382 0.179721 -0.907902 0.0335 0.0346 0.0024 nan nan
2459731 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.545838 -0.548305 6.335751 -0.294276 10.038044 0.002334 -1.356284 0.378999 0.6820 0.6852 0.4053 5.376757 7.780729
2459730 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.888105 0.187392 2.332285 -0.745895 0.404574 -0.490686 0.213498 -0.975555 0.0323 0.0325 0.0021 nan nan
2459728 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.617595 0.404312 2.303536 -0.630806 -0.982398 0.346113 0.405850 -0.855474 0.0352 0.0338 0.0016 nan nan
2459726 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.387384 0.192205 1.697208 -0.656493 -0.321106 0.519558 0.597078 -0.732677 0.0351 0.0344 0.0019 nan nan
2459724 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.133149 0.492354 2.149492 -0.568866 -0.751801 -0.164997 0.931774 -0.968346 0.0344 0.0318 0.0012 nan nan
2459723 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.487824 0.191753 1.878781 -0.736257 -0.574985 -0.692423 0.226873 -1.022515 0.0366 0.0331 0.0021 nan nan
2459722 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.026499 -0.554597 6.570832 -0.643804 6.178049 -0.561023 -2.022211 0.310639 0.6991 0.6248 0.4359 4.311683 4.900966
2459720 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.279065 0.250856 1.988883 -0.543735 -0.792389 -0.736670 0.341934 -0.637593 0.0351 0.0341 0.0022 nan nan
2459719 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.483323 0.250329 1.840662 -0.651970 -0.463936 2.108024 0.340708 -0.931832 0.0354 0.0366 0.0019 nan nan
2459718 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.164759 0.367326 2.649847 -0.388048 0.564087 1.285068 2.453358 -0.955178 0.0364 0.0305 0.0016 nan nan
2459717 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.232836 0.278423 1.739623 -0.509509 -0.495125 0.354250 1.302095 -0.657925 0.0343 0.0316 0.0018 nan nan
2459716 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.775088 0.251983 2.010702 -0.579921 -0.581576 1.143135 0.980027 -0.663184 0.0340 0.0306 0.0013 nan nan
2459715 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.027467 -0.414333 7.497856 -0.477386 7.621010 -0.285250 -1.956345 0.457865 0.6761 0.6081 0.4373 3.692498 3.892871
2459713 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.294043 0.361953 2.524029 -0.551262 0.133300 0.501141 1.157312 -0.819589 0.0351 0.0318 0.0022 nan nan
2459712 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 388.659055 388.550475 inf inf 2268.834589 2299.211068 9777.581360 9090.681432 nan nan nan 0.000000 0.000000
2459711 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.421491 -0.719334 0.956578 -0.846904 -0.776781 -0.276415 0.110351 -0.537039 0.0351 0.0304 0.0015 nan nan
2459710 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.682698 -0.661692 1.424609 -0.624689 -0.303846 0.626826 0.466352 -0.894311 0.0340 0.0304 0.0017 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.138169 -0.242591 8.052041 -0.327287 8.168832 -0.204333 -2.085505 2.009221 0.6786 0.6213 0.4169 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.406156 -1.012876 -0.162335 0.308091 0.342206 0.215358 0.261810 -0.527000 0.0325 0.0302 0.0013 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.533707 -1.098095 -0.451605 -0.266216 97.305831 64.968897 0.491268 -0.694725 0.0362 0.0320 0.0020 nan nan
2459705 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.500433 0.115755 2.894223 -0.630789 -0.280779 0.950579 2.451762 -0.975815 0.0376 0.0319 0.0019 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.814029 -0.390400 4.350170 -1.203871 0.786945 1.010763 2.220205 -1.937624 0.0348 0.0311 0.0015 nan nan
2459702 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.451349 -0.979877 7.505721 -0.616823 1.356955 0.626793 -1.637809 0.195309 0.6404 0.6473 0.3423 13.998803 22.500789
2459701 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.390367 -0.494091 3.262697 -0.140257 0.868584 1.084154 -1.500908 0.477985 0.6479 0.6519 0.3339 13.823258 20.297479
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 26.500015 26.500015 24.584484 24.584484 20.142490 20.142490 31.513477 31.513477 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.968162 1.968162 1.753292 1.753292 1.932152 1.932152 2.450127 2.450127 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.698916 0.698916 0.753800 0.753800 0.717790 0.717790 0.674491 0.674491 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.361024 -0.818739 4.823444 -0.859548 5.714212 -0.613482 -0.686148 1.368607 0.6442 0.6200 0.3955 7.992188 8.824941
2459693 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.958864 -0.799340 0.298354 -0.279036 8.672863 2.155323 -0.003944 0.033612 0.7012 0.6895 0.2904 6.914241 8.330875
2459692 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.404919 -0.602361 3.679602 -0.177704 1.048416 0.135272 2.365454 0.488102 0.7429 0.7783 0.2223 5.622604 7.415482
2459691 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.193561 0.110182 8.620941 -0.524889 0.179158 1.433766 -0.812976 3.549326 0.6121 0.6215 0.3241 15.193047 14.635165
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.591744 -0.224618 9.327254 -0.304560 3.318472 -1.022631 -1.859317 1.540171 0.6294 0.6310 0.3595 1.022331 1.027599
2459689 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459688 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.736362 4.121128
2459687 RF_maintenance 100.00% 98.92% 98.92% 0.00% - - 0.655703 0.439495 7.520108 -0.730893 -0.200575 13.527741 -4.595465 1.199392 0.3026 0.3339 0.1744 nan nan
2459686 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.333836 -0.641569 5.341536 -0.709979 1.227110 1.162210 -0.184944 2.247806 0.6179 0.6268 0.3479 7.046815 7.072960
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.877072 -0.302558 4.859733 -0.697822 1.251866 0.865862 -0.372986 1.745793 0.6290 0.6348 0.3455 12.782512 11.221658
2459684 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.695963 -0.758351 7.109131 -0.730811 0.593066 0.634874 -1.044140 0.327613 0.6290 0.6385 0.3497 6.565487 7.267525
2459676 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.692440 -0.506389 7.744030 0.131304 2.737734 0.957702 -1.990817 1.475325 0.6329 0.6483 0.3586 11.468791 16.033882
2459675 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.796992 -0.263623 6.616254 -0.614858 5.311348 1.458520 -1.535956 1.534481 0.6392 0.6528 0.3522 8.944102 9.479750
2459674 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.949420 -0.646792 7.389385 -0.812802 2.848225 0.533749 -1.416305 0.923272 0.6499 0.6636 0.3513 8.070478 8.719377
2459673 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.392510 -0.703428 7.347849 -0.584813 10.097025 -0.246903 -1.615595 0.629503 0.6300 0.6350 0.3685 0.000000 0.000000
2459672 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.804670 -0.461102 7.550065 -0.485284 1.274568 0.549424 -0.578266 0.341174 0.6417 0.6557 0.3513 4.427614 5.158894
2459671 RF_maintenance 100.00% 32.97% 0.00% 0.00% 100.00% 0.00% 1.818337 -0.382997 6.500296 -0.755167 9.624498 0.226701 -1.885201 0.990024 0.5478 0.6287 0.3124 4.583187 6.105051
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% - - 9.769695 7.275281 38.440631 49.666625 0.053237 2.062552 3.235921 -2.549943 0.0476 0.0434 0.0025 nan nan
2459668 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.847098 -0.472456 7.831606 -0.646267 11.549916 -0.579648 6.785995 0.385230 0.6529 0.6576 0.3486 6.730286 7.706525
2459665 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.368297 -0.402885 7.677135 -0.842957 4.047979 -0.289203 -1.628514 1.127780 0.6446 0.6599 0.3612 10.374219 13.258411
2459664 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.050322 1.814314 1.220871 3.257165 3.126114 1.916695 -0.793343 -1.983106 0.0398 0.0347 0.0035 nan nan
2459663 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.569309 -0.385057 12.074730 -0.450633 18.952509 -0.361055 -0.945406 1.074894 0.6306 0.6388 0.3421 0.000000 0.000000
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.514230 -0.860139 8.753565 -0.931944 5.324506 4.418925 1.240326 -0.742488 0.0344 0.0308 0.0030 nan nan
2459661 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.921026 -0.382971 -0.270183 -0.913404 -1.111755 -0.178367 0.787806 1.437120 0.6724 0.6699 0.3070 7.660464 8.904464
2459660 RF_maintenance 0.00% 0.64% 0.64% 0.00% 100.00% 0.00% -0.880901 -0.510547 -0.839069 -0.773805 -0.877577 -0.046140 1.843682 1.157804 0.6617 0.6510 0.3172 13.961937 14.948159
2459659 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.873539 -0.577901 -0.703463 -1.047516 -1.223111 -0.331945 2.796479 0.383291 0.6252 0.6294 0.3374 9.575236 10.552705
2459658 RF_maintenance 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% -0.071119 -0.994353 1.948033 -0.903945 5.347729 -0.382465 5.399911 0.493656 0.6306 0.6379 0.3346 8.844884 9.882884
2459657 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.112636 -0.777448 -0.441522 -1.068565 -0.806785 0.256601 0.792273 0.403335 0.6380 0.6340 0.3332 10.532765 10.989615
2459656 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.297756 -0.250458 -1.132412 -1.007490 -0.977563 0.013309 3.064792 0.993120 0.6187 0.6261 0.3382 7.169624 7.572868
2459655 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.290298 -0.449905 -0.896788 -0.774999 -0.043872 0.930265 2.566890 -1.329247 0.0365 0.0305 0.0017 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.997498 127.402586 109.989320 152.866558 45.046486 50.235069 382.178141 675.021855 0.0191 0.0163 0.0018 1.262966 1.248310
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.102318 136.599924 148.881495 163.707828 40.042960 50.813872 541.057135 664.711704 0.0192 0.0170 0.0013 1.135743 1.129166
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 57.973360 145.549815 179.095710 229.534893 25.260933 36.827904 50.270128 81.215314 0.0185 0.0165 0.0015 0.993577 0.976503
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.424456 86.228253 129.442173 170.859990 32.027477 79.267936 71.487870 145.566142 0.0192 0.0168 0.0015 1.249367 1.234004
2459649 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.609195 87.563864 113.226309 115.211847 56.576352 35.453943 850.510156 660.922945 0.0184 0.0169 0.0010 1.170761 1.176770
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 0.00% 81.63% 81.63% 0.00% 100.00% 0.00% -0.806503 -0.806503 -0.796808 -0.796808 -1.097394 -1.097394 -0.610688 -0.610688 0.2085 0.2085 0.0000 124598.021484 124598.021484
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.584109 106.876929 143.909099 160.452146 58.666151 73.911933 851.060505 979.831919 0.0199 0.0172 0.0020 1.244161 1.249057
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.090996 123.211372 130.940238 202.188438 34.385029 81.057309 105.426616 380.146724 0.0213 0.0172 0.0023 1.318558 1.293016
2459642 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 42.679656 104.906293 161.782884 225.136212 31.358544 88.663271 513.267180 1341.721732 0.0203 0.0172 0.0027 1.238702 1.218867
2459641 RF_maintenance - 28.86% 50.34% 0.00% - - nan nan nan nan nan nan nan nan 0.5672 0.4944 0.0387 nan nan
2459640 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.005678 -0.206693 1.963256 -0.687055 3.318939 -0.525712 0.957170 0.250643 0.5926 0.6051 0.3147 6.013595 6.485614
2459639 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.452264 -0.564567 5.744781 -0.615279 102.997765 -0.553821 24.622748 -0.475973 0.5930 0.6135 0.3112 6.933812 8.133456
2459638 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7089 0.7376 0.2542 nan nan
2459637 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.684716 -0.265374 0.896847 -0.568403 -0.364454 0.085741 0.758642 0.975373 0.5854 0.5941 0.3174 8.353850 9.090759
2459636 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.538117 -0.440343 1.231853 -0.677043 -0.455320 -0.199844 0.586897 0.256448 0.5845 0.5927 0.3183 5.606750 5.809255
2459635 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.452599 -0.376872 0.984652 -0.491137 1.907862 0.109655 0.053733 -0.013455 0.5913 0.5991 0.3195 5.162841 5.068911
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.668704 -0.668704 -0.668389 -0.668389 -0.672297 -0.672297 -0.672365 -0.672365 1.0000 1.0000 0.0000 0.021907 0.021907
2459633 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.615151 -0.291116 0.673554 -0.684254 -1.517356 -0.597896 0.668935 0.390785 0.5897 0.5978 0.3306 10.394110 9.501876
2459632 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.700032 -0.504805 0.792266 -0.690538 -1.211054 -0.353672 -0.055524 0.377818 0.5925 0.6013 0.3307 6.758217 6.938743
2459631 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.527742 -0.395407 1.060024 -0.671135 -1.129316 -0.162050 0.429240 0.364091 0.5965 0.6049 0.3234 8.755199 9.633495
2459630 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.820545 -0.371688 0.414377 -0.724958 -1.828094 -0.095592 0.807220 0.761684 0.5990 0.6077 0.3252 12.910875 12.680806
2459629 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.404154 -0.635318 1.732262 -0.852429 -1.238138 -0.195003 0.537505 0.337124 0.6125 0.6168 0.3158 7.473112 8.227685
2459628 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.711788 -0.178708 0.860932 -0.863204 -1.020837 -0.427792 1.218122 0.811823 0.5964 0.6028 0.3322 8.090608 8.789257
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.677402 -0.677402 -0.676951 -0.676951 -0.670433 -0.670433 -0.670488 -0.670488 1.0000 1.0000 0.0000 0.005622 0.005622
2459626 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.084042 -0.625547 2.493167 -0.848321 0.438829 0.024980 3.875604 1.047745 0.6107 0.6203 0.3339 4.002113 3.907652
2459625 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.803761 -0.437120 1.241739 -0.689114 -0.706683 -0.291325 0.116117 0.567328 0.5995 0.6042 0.3362 5.583898 6.461633
2459624 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.936839 -0.598164 1.654920 -0.797886 0.548159 -0.245180 6.273561 1.524170 0.6062 0.6143 0.3278 7.723563 9.322748
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.254465 0.087674 0.559674 -0.889274 -1.052607 -0.227339 0.592199 0.554214 0.6018 0.6122 0.3505 0.000000 0.000000
2459621 RF_maintenance 0.00% - - - 100.00% 0.00% -1.427295 -0.605140 0.029501 -0.814552 -0.934342 -0.372885 0.110099 -0.007436 nan nan nan 0.000000 0.000000
2459620 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -1.005952 -0.757964 -1.107966 -0.500221 -0.906096 -0.006866 1.694788 -0.978843 0.0326 0.0315 0.0012 nan nan
2459619 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.853024 -0.053405 0.433559 -0.903529 -0.413547 -0.017657 0.275759 0.355044 0.0585 0.0631 0.0060 1.118007 1.101297
2459618 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.010298 0.039631 0.888424 -0.713301 0.863442 -0.149823 2.992793 1.484553 0.0555 0.0587 0.0051 0.000000 0.000000
2459617 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.001025 -0.437515 0.919802 -0.867454 3.065467 -0.021198 1.483382 0.609006 0.0559 0.0564 0.0052 0.000000 0.000000
2459616 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.000157 -0.175355 1.193200 -0.930310 -0.937837 0.102717 1.266291 3.104769 0.0609 0.0593 0.0056 1.406691 1.441678
2459615 RF_maintenance 0.00% 51.35% 51.35% 0.00% 100.00% 0.00% -0.288119 -0.186456 0.684452 -0.834283 -0.499196 -0.312281 0.981898 0.927419 0.3194 0.3306 0.1888 0.000000 0.000000
2459614 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.199388 -0.192238 1.473336 -1.076898 2.070277 -0.043743 3.674229 2.152174 0.6063 0.6203 0.3609 0.000000 0.000000
2459613 RF_maintenance 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.097262 -0.421937 2.708328 -0.548420 3.092946 -0.179003 0.530306 0.068145 0.5764 0.6040 0.2896 0.000000 0.000000
2459611 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.767737 -0.677331 8.237203 -0.718850 166.353682 1.193304 14.161423 0.336387 0.6197 0.6593 0.3374 5.830148 6.236002
2459610 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.048921 -0.282558 0.892961 -0.752561 6.172550 -0.058642 1.559490 0.842167 0.6880 0.7050 0.2939 5.665916 6.793172
2459609 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.432075 -0.613420 -0.025081 -0.932396 -0.625978 -0.216434 0.394098 0.724642 0.6475 0.6654 0.3119 6.253365 6.571795
2459608 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.379122 -0.335709 0.055592 -1.059852 -0.765896 -0.051713 0.516183 0.448386 0.6243 0.6459 0.3674 7.536816 7.876844
2459607 RF_maintenance 0.00% 39.46% 40.00% 0.00% 100.00% 0.00% -0.842104 -0.096830 -0.227888 -0.778619 -0.508535 -0.642046 0.410976 0.309310 0.3762 0.3901 0.2310 5.286594 4.820618
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.699294 -0.678533 -0.600836 -1.484886 -1.253177 -0.577646 -1.604684 -0.192353 0.0284 0.0286 0.0012 nan nan
2459604 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.030914 -0.698514 1.526501 -0.745029 32.678744 0.701503 2.602827 0.106438 0.6646 0.6831 0.3137 5.733913 6.625115
2459603 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.862701 -0.729031 -0.297678 -0.829121 -0.344608 -0.350412 -0.025533 -0.149396 0.7326 0.7525 0.3005 8.830878 8.371074
2459602 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.375150 -0.768974 -0.126391 -0.721909 -0.940312 -0.227772 0.627643 0.465208 0.6474 0.6751 0.3524 5.122677 5.498832
2459598 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.339416 -0.589140 -0.184104 -0.711413 0.039111 -0.117975 0.704872 -0.020505 0.6457 0.6640 0.3791 6.079506 5.692346
2459597 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.275347 -0.842422 0.585067 -0.702503 0.149777 -0.467507 1.390898 0.657302 0.6495 0.6655 0.3463 5.501475 5.124802
2459596 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.863860 -0.863977 2.509978 -0.622670 1.336588 0.199292 8.737545 0.137034 0.6400 0.6564 0.3708 6.371780 5.734266
2459595 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.040774 -0.650847 12.510367 -0.649316 11.400579 -0.353904 11.544316 0.092714 0.7329 0.7542 0.2309 6.149993 8.809194
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.669156 -0.766608 7.434670 -1.112053 63.413595 -0.680447 1.985905 0.161435 0.7454 0.7808 0.2713 12.718860 18.735152
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.007428 -0.519383 -0.173141 -0.579225 -0.337419 1.038085 1.262216 1.183719 0.7200 0.7196 0.2616 6.357669 6.685399
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.246322 -0.963225 -0.384897 -0.564909 -1.136794 -0.162949 -1.752238 -0.147907 0.0322 0.0342 0.0007 nan nan
2459591 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.168490 -0.398070 0.132338 -0.898863 0.945259 0.042482 0.038169 0.189001 0.6526 0.6744 0.3781 8.281586 8.369830
2459590 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.860501 -0.665670 1.019777 -0.751394 1.855698 0.067160 0.136146 -0.324297 0.6551 0.6739 0.3715 6.212182 6.348600
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.659394 0.048050 11.624673 -0.610772 51.776253 0.034060 0.866231 0.172981 0.6759 0.6913 0.3051 8.307106 9.124696
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.601840 -1.227724 -0.308291 -0.601888 -0.501922 0.025456 0.547199 0.363574 0.7641 0.7568 0.2277 11.365715 11.306729
2459587 RF_maintenance 0.00% - - - 100.00% 0.00% -0.991025 -0.835417 -0.587428 -0.675461 0.391450 0.853959 -0.102762 -0.846858 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 311.918935 311.872911 inf inf 13.744170 12.906064 655.615603 636.091726 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.056717 -0.140358 3.573063 1.684226 6.776204 1.617204 1.698042 -0.297964 0.0348 0.0351 0.0010 0.000000 0.000000
2459584 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.085277 -0.732960 2.788597 2.129116 0.250454 0.826178 -0.446055 -0.594641 0.5964 0.6168 0.3689 19.125850 20.586527
2459583 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.134044 -1.158924 0.234895 0.239487 -0.256962 -0.556011 -0.243680 -0.008721 0.6537 0.6752 0.3912 4.358414 4.185901
2459582 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.106911 -0.937000 0.504525 0.196580 0.069170 -0.216842 -0.264218 -0.237673 0.6544 0.6740 0.3945 4.320464 3.634998
2459581 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.355416 -1.313668 -0.378147 0.453476 -0.442391 0.275326 -0.226216 -0.551872 0.6579 0.6774 0.3940 5.375215 4.957588
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.070709 -1.133693 0.657620 0.580600 -0.668458 -0.290945 -0.579739 -0.681882 0.6577 0.6774 0.3898 4.572831 4.257290
2459579 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
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.161215 0.348251 -0.351717 0.628116 0.511390 1.983628 0.747366 -1.564813 0.0328 0.0295 0.0016 nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.740041 -1.316868 -0.480511 0.310922 -0.329852 0.244505 -0.376274 -0.424057 0.6569 0.6774 0.3879 5.162420 5.136968
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.069223 -0.736549 -0.737100 -0.119846 53.013052 -0.139654 8.826813 -0.434627 0.6799 0.7004 0.3912 8.498620 8.308303
2459575 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.337488 -0.749212 2.844768 -0.145123 36.157836 -0.687870 0.745596 -0.441746 0.7258 0.7429 0.3461 7.668613 8.296089
2459574 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.036932 -0.877150 -0.144905 -0.268093 66.843385 -0.237033 14.910468 -0.623053 0.6724 0.6973 0.3870 7.006086 7.500165
2459573 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.672438 -0.691788 0.534062 0.834165 -0.244830 -0.061464 -0.179398 -0.086714 0.6692 0.6920 0.3929 4.829187 4.576599
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.134708 -1.044322 -0.473515 -0.073292 1.259932 -0.439587 0.292229 -0.367377 0.6803 0.7006 0.3888 5.406953 5.148952
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.948012 0.322385 1.051100 0.493000 220.690648 0.711857 4.499287 -1.305351 0.0344 0.0297 0.0021 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.730744 -0.940350 2.200052 0.059215 35.578524 -0.638028 4.232938 -0.263802 0.7345 0.7533 0.2629 5.119985 4.898903
2459566 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.135028 -1.086499 0.709943 0.273453 -0.200956 -0.210093 -0.116960 -0.722400 0.6620 0.6835 0.4108 3.853968 3.290386
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 1.033212 1.033212 1.033557 1.033557 0.000000 0.000000 0.000000 0.000000 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.332701 -0.949123 -0.816232 -0.285505 1.195322 1.262074 0.230800 0.192884 0.6763 0.6903 0.4063 3.155759 3.032530
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.726545 -0.048403 6.977802 16.611337 0.041295 0.649686 1.682628 0.691245 0.6753 0.6848 0.3949 4.227065 4.004896
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.773700 1.990283 -1.924343 1.155601 -2.611021 0.115558 -0.675345 -1.426448 0.6663 0.6685 0.3983 3.158813 2.889750
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.276110 3.681805 2.404120 2.325571 1.324515 1.100817 -2.361404 -2.503332 0.6502 0.6707 0.3846 2.963306 2.659174
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.244730 0.567405 0.080434 0.120808 -0.711887 -0.681339 -1.220080 -1.474927 0.6621 0.6833 0.4007 3.598251 3.288181
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.405784 -1.371354 -1.287384 -1.132325 -0.625083 -0.534298 0.049714 -0.307685 0.6728 0.6921 0.3959 3.335399 2.942143
2459558 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
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0309 0.0279 0.0010 nan nan
2459556 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.060609 -0.749636 1.107195 0.236487 1.686571 0.013296 0.140176 -0.133849 0.6730 0.6893 0.3968 4.284907 3.756776
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6801 0.6953 0.4049 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6493 0.6790 0.4022 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.025160 -0.468918 10.741749 1.488035 75.074552 0.733751 4.574081 -0.552690 0.6727 0.6974 0.3990 8.470090 7.426330
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.353635 -0.849256 -1.779299 -1.192540 -1.342902 -0.748871 0.103119 0.055434 0.6778 0.6967 0.3984 3.979542 3.424621
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0420 0.0402 0.0009 nan nan
2459549 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.667070 -0.716507 1.601613 0.520599 -0.346035 -0.099159 -0.122982 -0.455456 0.6632 0.6828 0.4202 3.777532 3.609827
2459542 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.000731 -1.126142 0.584230 -1.019289 1.202086 0.732709 -0.050087 -0.059003 0.7252 0.7307 0.3728 3.725848 3.197925
2459541 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
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.397771 -0.758182 -1.862705 -1.021756 -0.864519 -0.968623 -0.319735 -0.489031 0.7324 0.7350 0.3567 3.666622 3.188497
2459536 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
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.052093 -0.740131 -1.660250 -0.968023 -1.807427 -0.527440 0.036221 -0.251222 0.7731 0.7608 0.3733 4.391640 3.568564
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.005448 -0.629433 -1.588880 -0.991912 -1.088594 -0.706573 0.269199 -0.297873 0.7632 0.7532 0.3609 9.924481 8.467830
2459533 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.996470 -0.558689 2.359271 0.675962 -0.057093 -0.077909 0.838834 -0.098837 0.6993 0.7136 0.4073 4.004054 3.368173
2459532 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.500448 -0.524367 3.157815 0.670178 0.621556 0.050574 -0.314056 -0.631324 0.7005 0.7148 0.4072 4.613610 3.625703
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 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
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 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
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.482085 0.331312 1.048947 -0.079686 1.223563 3.437401 6.048146 -0.702674 0.0337 0.0315 0.0028 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.519728 -1.047986 0.709843 0.123321 -0.010506 0.293751 2.127638 -0.531399 0.9018 0.9329 0.2088 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.124872 -0.759893 6.358268 0.006193 -0.161884 0.999502 4.792788 0.469025 0.0655 0.0739 0.0029 1.060624 1.079549
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.422570 -0.675188 0.281586 1.082693 0.942079 0.666861 1.873758 -0.361099 0.8704 0.8620 0.4477 0.000000 0.000000
2459501 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.506363 -0.888734 -0.614737 1.096170 -0.760063 0.415954 0.673341 -1.032473 0.0930 0.1010 0.0071 0.000000 0.000000
2459500 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.002313 -0.676157 -0.520347 0.690612 -0.120718 0.898253 0.336425 -0.937115 0.0820 0.0987 0.0062 0.000000 0.000000
2459499 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.427015 -0.873891 -0.216273 0.754302 0.159516 1.462227 1.592187 -0.381986 0.0882 0.1134 0.0057 0.000000 0.000000
2459498 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.542149 -0.499404 -0.590956 0.856493 -0.129563 0.717898 1.845335 -0.682467 0.0856 0.1022 0.0077 0.000000 0.000000
2459497 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.340279 -0.463637 -0.654401 1.018368 0.162931 1.903257 0.680099 -0.507363 0.0964 0.1059 0.0086 0.000000 0.000000
2459496 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.231847 -0.808237 -0.403258 0.800137 0.490467 1.507135 0.677329 -0.656870 0.1035 0.1201 0.0085 0.000000 0.000000
2459495 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.048739 -0.615692 -0.194077 0.717127 0.557291 1.761953 0.628277 -0.754485 0.0952 0.1164 0.0082 0.000000 0.000000
2459494 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.013280 -0.712013 -0.084446 0.660501 1.373557 1.532379 2.401972 -0.267711 0.0943 0.1156 0.0076 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.264776 -0.300612 -1.118129 0.939702 -0.319163 -0.070692 4.753738 0.008684 0.0769 0.0861 0.0059 0.000000 0.000000
2459491 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.386959 -0.192385 -0.817802 0.742525 -0.635870 -0.151917 0.296781 0.831514 0.0877 0.0885 0.0050 0.000000 0.000000
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.066404 -0.854121 -0.220296 0.949016 4.175305 0.177818 1.954527 -0.341407 0.7355 0.8028 0.3597 0.000000 0.000000
2459489 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.361329 -0.590143 12.699576 0.876140 53.979541 1.103368 4.728186 -0.444487 0.7501 0.8093 0.3122 0.000000 0.000000
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.388630 -0.087034 4.311357 0.953997 4.689486 -0.028335 -0.802069 -0.621350 0.7558 0.8109 0.3392 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 157: 2459810

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 157: 2459809

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
157 N12 digital_ok nn Power 3.160241 -0.339669 -0.393741 3.160241 0.285702 -0.340080 0.982819 0.267946 1.473709

Antenna 157: 2459808

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
157 N12 digital_ok nn Power 3.682884 0.912638 0.440077 3.682884 0.082984 2.218617 0.580464 0.752443 0.434706

Antenna 157: 2459807

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
157 N12 digital_ok nn Power 2.392365 2.280688 0.165435 2.392365 -0.081127 1.557204 0.260236 -2.141542 0.304232

Antenna 157: 2459806

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.423978 -0.121484 -0.054784 0.203406 3.423978 0.100725 1.330745 0.710788 0.558540

Antenna 157: 2459805

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.672649 0.207777 0.652323 0.405830 3.672649 0.672025 1.919876 1.012290 1.044999

Antenna 157: 2459804

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
157 N12 digital_ok nn Power 3.123484 0.682309 0.407197 3.123484 0.019896 1.189109 0.783002 -0.648372 -0.565464

Antenna 157: 2459803

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 157: 2459802

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
157 N12 digital_ok nn Temporal Variability 3.047407 1.299344 0.223135 3.014594 0.105783 3.047407 0.259605 -0.347102 0.306164

Antenna 157: 2459801

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
157 N12 digital_ok nn Power 2.832923 1.834198 0.374719 2.832923 0.119150 1.746573 0.522305 -0.712686 0.626201

Antenna 157: 2459800

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
157 N12 digital_ok nn Power 2.473848 1.654447 0.186371 2.473848 0.189852 1.223449 1.297846 -0.306726 0.831956

Antenna 157: 2459799

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
157 N12 digital_ok nn Power 3.244487 -0.046170 -0.167763 3.244487 0.087853 1.738251 0.245186 -0.005776 1.348641

Antenna 157: 2459798

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.681472 -0.139729 2.156363 0.262252 2.681472 0.711530 0.818788 0.841522 1.984138

Antenna 157: 2459797

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
157 N12 digital_ok nn Power 2.837774 0.640315 0.205005 2.837774 0.236961 0.865749 1.974104 -1.118922 0.774820

Antenna 157: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 3.923643 -0.028334 0.877173 -0.187163 3.923643 1.034704 1.246346 1.110571 -0.663302

Antenna 157: 2459795

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
157 N12 RF_maintenance nn Power 2.462683 1.818011 -0.081059 2.462683 0.012202 0.574066 1.253216 -0.184386 0.515863

Antenna 157: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 3.030678 -0.725827 0.835585 -0.097434 3.030678 1.453324 1.689527 0.657118 -1.803400

Antenna 157: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 1.854624 -0.223810 1.494603 0.662990 1.854624 1.438884 0.174885 0.340197 -0.833681

Antenna 157: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Temporal Variability 13.669570 -0.097474 5.684711 0.133113 13.338465 -0.665791 13.669570 0.321627 -0.117749

Antenna 157: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 15.384082 0.282024 7.914626 0.825794 15.384082 2.623032 13.166011 4.438207 1.500801

Antenna 157: 2459790

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
157 N12 RF_maintenance nn Temporal Variability 36.126355 25.811857 9.054577 24.522123 11.519631 36.126355 15.077424 0.030803 12.114271

Antenna 157: 2459789

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
157 N12 RF_maintenance nn Temporal Variability 37.804698 23.190664 20.847317 26.439764 24.570567 37.804698 36.085642 1.980167 2.300579

Antenna 157: 2459788

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
157 N12 RF_maintenance nn Temporal Variability 40.475294 20.190714 17.891670 27.813239 25.624708 40.475294 38.708556 -0.464707 0.229295

Antenna 157: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Temporal Variability 26.113167 17.201490 19.309087 21.205557 23.445480 24.921235 26.113167 0.216214 1.599325

Antenna 157: 2459786

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
157 N12 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 157: 2459785

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
157 N12 RF_maintenance nn Power 11.129809 1.739305 -0.259926 11.129809 1.166980 5.358503 0.041226 1.782880 0.380469

Antenna 157: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 9.340021 0.817944 1.940211 1.737413 9.340021 0.733831 8.891050 0.870466 -0.435404

Antenna 157: 2459783

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
157 N12 RF_maintenance nn Temporal Variability 2.005640 0.774783 -0.066526 1.007787 0.766103 2.005640 -0.105032 -0.630121 0.879706

Antenna 157: 2459782

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
157 N12 RF_maintenance nn Shape 0.769670 0.769670 -0.022786 0.488520 -0.132509 0.440475 -0.320462 -1.132964 0.349524

Antenna 157: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance ee Temporal Variability 0.873030 0.036266 -1.065859 0.264319 -1.270888 0.873030 -1.265814 0.114238 -0.190282

Antenna 157: 2459778

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
157 N12 RF_maintenance nn Power 0.772078 0.466249 -0.211209 0.772078 0.311718 -0.109542 0.501122 -1.253383 0.536813

Antenna 157: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 1.159791 -0.730175 -0.080432 0.330073 1.159791 -0.592942 -0.708673 0.386379 -1.209509

Antenna 157: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance ee Temporal Variability 4.984689 -0.265377 1.145582 -0.591256 4.155396 -0.284229 4.984689 -0.074437 -1.676329

Antenna 157: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Temporal Discontinuties 0.298119 -0.439160 -0.423427 0.104924 0.087203 -0.281799 -0.481824 -1.299488 0.298119

Antenna 157: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Power 0.123230 -0.298364 -1.016219 0.123230 -0.389293 0.082266 -0.851756 0.031376 -0.998670

Antenna 157: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance ee Temporal Variability 3.584174 -0.191743 0.956188 -0.356831 3.274585 -0.193551 3.584174 0.926399 -1.362465

Antenna 157: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance ee Temporal Variability 4.747301 0.559545 1.378794 -0.507265 4.440535 0.037419 4.747301 0.357289 -1.105983

Antenna 157: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance ee Power 4.803925 1.450621 0.482968 4.803925 -0.569094 4.761674 -0.530862 -1.994426 0.192993

Antenna 157: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Temporal Discontinuties 0.388628 -0.579644 -0.314814 0.084843 0.125310 -0.536917 -0.138980 -1.337887 0.388628

Antenna 157: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance nn Temporal Discontinuties 0.044416 -0.548584 -0.873464 0.040980 -0.208447 -0.456586 -0.671954 0.044416 -1.165017

Antenna 157: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 RF_maintenance ee Power 5.960562 0.491941 1.907616 -0.568866 5.960562 0.546697 4.359778 1.725848 -1.444329

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.760980 -0.432834 -0.436039 1.760980 -0.253548 0.446386 -0.495904 -0.204672 -0.679296

Antenna 157: 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
157 N12 RF_maintenance ee Power 3.329319 0.260678 0.821646 -0.345521 3.329319 0.299169 2.882575 0.628612 -1.996188

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 11.025592 1.357310 0.615399 4.952376 -0.611320 11.025592 1.681417 -2.144151 1.889917

Antenna 157: 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
157 N12 RF_maintenance nn Temporal Discontinuties 1.023523 -1.094290 -0.335027 -0.921437 -0.083486 -1.552546 -0.292065 -0.760342 1.023523

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.573164 0.135140 -0.096507 1.573164 0.094041 0.832450 0.036560 -1.309878 1.042440

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.255092 -0.525110 -0.140398 -0.212376 1.255092 -0.454069 0.813091 0.448926 -1.178640

Antenna 157: 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
157 N12 RF_maintenance nn Temporal Variability 1.395356 -0.056402 -0.678333 0.891335 0.014427 0.604143 1.395356 -0.275588 0.311870

Antenna 157: 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
157 N12 RF_maintenance ee Power 0.654366 -0.340191 -0.309729 0.654366 0.141316 0.160071 -0.191339 -1.175388 -0.002144

Antenna 157: 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
157 N12 RF_maintenance ee Power 0.418790 0.014369 -0.845844 0.191841 0.418790 -0.455382 -0.043189 -0.212717 -0.773144

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 6.557766 0.658093 -0.265169 4.520069 -0.293983 6.557766 1.285798 0.286603 1.002690

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 7.168219 1.796490 -0.148122 5.401699 -0.659621 7.168219 -0.321509 -0.584133 2.212802

Antenna 157: 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
157 N12 RF_maintenance ee Power 0.703035 -0.226847 -0.611431 0.703035 -0.009900 0.022144 -0.699449 -1.690363 0.041455

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.653389 0.273147 -0.455856 2.653389 -0.102862 2.145553 -0.121391 -1.499170 0.254779

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.938556 0.882051 0.165099 1.938556 -0.643879 1.263724 1.255798 0.397398 -1.067593

Antenna 157: 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
157 N12 Not Found ee Power 2.460169 0.818391 1.866749 -0.732006 2.460169 0.036912 0.001524 -1.400872 0.419614

Antenna 157: 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
157 N12 RF_maintenance ee Power 0.510128 -0.244585 -0.156172 0.167250 0.510128 -0.475398 -0.163730 0.287926 -1.607212

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Discontinuties 13.702403 1.876313 0.366689 2.033461 -0.410065 -0.005934 0.061935 13.702403 3.739165

Antenna 157: 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
157 N12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.514460 1.947869 0.248158 2.514460 -0.526248 -0.809641 1.454559 0.821256 -0.949829

Antenna 157: 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
157 N12 RF_maintenance ee Power 4.592813 1.875783 3.259687 -0.395567 4.592813 1.332395 -0.639558 -0.057153 2.482098

Antenna 157: 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
157 N12 RF_maintenance ee Power 4.306031 1.997106 1.079396 4.306031 0.053927 0.661976 1.572928 3.160564 -0.378928

Antenna 157: 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
157 N12 RF_maintenance ee Power 8.692104 1.776322 0.363425 8.692104 -0.201846 5.192830 1.471342 -1.395449 3.968835

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.878099 -0.298968 0.479289 -0.195275 1.878099 -0.188140 1.486497 -0.229473 -1.342787

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.413708 0.106571 1.316549 -0.628368 2.413708 0.285380 -0.173611 -0.781058 0.810503

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.167847 0.069178 0.929438 -0.796475 2.167847 -0.458465 -0.465231 -1.018089 0.664378

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.494414 0.580771 1.318730 -0.588021 2.494414 -0.854382 -0.076997 -0.907902 0.179721

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 10.038044 -0.548305 1.545838 -0.294276 6.335751 0.002334 10.038044 0.378999 -1.356284

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.332285 0.888105 0.187392 2.332285 -0.745895 0.404574 -0.490686 0.213498 -0.975555

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.303536 0.404312 0.617595 -0.630806 2.303536 0.346113 -0.982398 -0.855474 0.405850

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.697208 0.192205 0.387384 -0.656493 1.697208 0.519558 -0.321106 -0.732677 0.597078

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.149492 0.492354 1.133149 -0.568866 2.149492 -0.164997 -0.751801 -0.968346 0.931774

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.878781 0.191753 0.487824 -0.736257 1.878781 -0.692423 -0.574985 -1.022515 0.226873

Antenna 157: 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
157 N12 RF_maintenance ee Power 6.570832 2.026499 -0.554597 6.570832 -0.643804 6.178049 -0.561023 -2.022211 0.310639

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.988883 0.279065 0.250856 1.988883 -0.543735 -0.792389 -0.736670 0.341934 -0.637593

Antenna 157: 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
157 N12 RF_maintenance nn Temporal Variability 2.108024 0.250329 0.483323 -0.651970 1.840662 2.108024 -0.463936 -0.931832 0.340708

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.649847 1.164759 0.367326 2.649847 -0.388048 0.564087 1.285068 2.453358 -0.955178

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.739623 1.232836 0.278423 1.739623 -0.509509 -0.495125 0.354250 1.302095 -0.657925

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.010702 0.775088 0.251983 2.010702 -0.579921 -0.581576 1.143135 0.980027 -0.663184

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 7.621010 2.027467 -0.414333 7.497856 -0.477386 7.621010 -0.285250 -1.956345 0.457865

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.524029 0.361953 1.294043 -0.551262 2.524029 0.501141 0.133300 -0.819589 1.157312

Antenna 157: 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
157 N12 RF_maintenance nn Power inf 388.550475 388.659055 inf inf 2299.211068 2268.834589 9090.681432 9777.581360

Antenna 157: 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
157 N12 RF_maintenance ee Power 0.956578 -0.719334 0.421491 -0.846904 0.956578 -0.276415 -0.776781 -0.537039 0.110351

Antenna 157: 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
157 N12 RF_maintenance ee Power 1.424609 -0.661692 0.682698 -0.624689 1.424609 0.626826 -0.303846 -0.894311 0.466352

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 8.168832 2.138169 -0.242591 8.052041 -0.327287 8.168832 -0.204333 -2.085505 2.009221

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 0.342206 -1.012876 -0.406156 0.308091 -0.162335 0.215358 0.342206 -0.527000 0.261810

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 97.305831 -1.098095 -0.533707 -0.266216 -0.451605 64.968897 97.305831 -0.694725 0.491268

Antenna 157: 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
157 N12 RF_maintenance ee Power 2.894223 0.115755 1.500433 -0.630789 2.894223 0.950579 -0.280779 -0.975815 2.451762

Antenna 157: 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
157 N12 RF_maintenance ee Power 4.350170 -0.390400 1.814029 -1.203871 4.350170 1.010763 0.786945 -1.937624 2.220205

Antenna 157: 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
157 N12 RF_maintenance ee Power 7.505721 -0.451349 -0.979877 7.505721 -0.616823 1.356955 0.626793 -1.637809 0.195309

Antenna 157: 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
157 N12 RF_maintenance ee Power 3.262697 -0.494091 -0.390367 -0.140257 3.262697 1.084154 0.868584 0.477985 -1.500908

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Discontinuties 31.513477 26.500015 26.500015 24.584484 24.584484 20.142490 20.142490 31.513477 31.513477

Antenna 157: 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
157 N12 RF_maintenance nn Temporal Discontinuties 2.450127 1.968162 1.968162 1.753292 1.753292 1.932152 1.932152 2.450127 2.450127

Antenna 157: 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
157 N12 RF_maintenance ee Power 0.753800 0.698916 0.698916 0.753800 0.753800 0.717790 0.717790 0.674491 0.674491

Antenna 157: 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
157 N12 RF_maintenance ee Temporal Variability 5.714212 -0.818739 2.361024 -0.859548 4.823444 -0.613482 5.714212 1.368607 -0.686148

Antenna 157: 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
157 12 RF_maintenance ee Temporal Variability 8.672863 -0.958864 -0.799340 0.298354 -0.279036 8.672863 2.155323 -0.003944 0.033612

Antenna 157: 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
157 12 RF_maintenance ee Power 3.679602 0.404919 -0.602361 3.679602 -0.177704 1.048416 0.135272 2.365454 0.488102

Antenna 157: 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
157 12 RF_maintenance ee Power 8.620941 0.193561 0.110182 8.620941 -0.524889 0.179158 1.433766 -0.812976 3.549326

Antenna 157: 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
157 12 RF_maintenance ee Power 9.327254 0.591744 -0.224618 9.327254 -0.304560 3.318472 -1.022631 -1.859317 1.540171

Antenna 157: 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
157 12 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: