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 = "51"
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 51 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 51, Node N03:

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% 0.00% 0.00% 0.00% 0.00% 1.365718 2.373589 -0.670878 -0.556029 -1.375496 -1.315185 -0.788919 0.634394 0.8117 0.5942 0.5471 1.708919 1.620536
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.344264 1.326877 -0.937983 -0.702179 0.060504 -0.166505 -0.483655 1.042798 0.7821 0.7352 0.4448 2.459895 2.470534
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.430579 1.417296 -0.761116 -0.633327 0.326104 -0.927517 -0.978271 -0.471215 0.7644 0.7117 0.4438 2.207083 2.288756
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.917328 3.118195 -1.066244 -0.651608 0.112289 0.156965 -0.720698 2.390031 0.7559 0.6747 0.3965 1.606049 1.528945
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.095429 1.178530 -0.806432 -0.491369 0.660532 -0.454977 -0.749382 0.308125 0.7698 0.7327 0.4379 2.423561 2.569830
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.260179 1.426085 -0.804757 -0.661438 1.854611 -0.668164 -0.865325 -0.354320 0.7647 0.7301 0.4247 2.407737 2.663428
2459803 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.385998 1.972935 -0.777132 -0.500981 0.500177 -0.254242 0.001627 0.481148 0.7544 0.7239 0.4150 1.872734 1.871091
2459802 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.701637 2.353797 -0.821733 -0.365868 -0.388726 0.174192 -0.316852 1.391519 0.7576 0.6279 0.4992 1.651969 1.529239
2459801 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.574893 1.458465 -0.790194 -0.764259 0.003969 -0.454073 0.334097 0.188180 0.7708 0.7094 0.4629 1.728757 1.738393
2459800 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.286087 1.448096 -0.804006 -0.933029 0.123613 -0.881513 0.032241 0.252072 0.7428 0.7226 0.4109 1.941919 1.889292
2459799 digital_ok 0.00% 0.00% 0.00% 0.00% 2.14% 13.90% 1.067902 2.974800 -0.793920 -0.694454 0.275502 -0.867217 -0.846288 1.786809 0.7432 0.6592 0.4018 1.665611 1.559969
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.268076 1.289209 -0.693341 -0.413164 0.296271 0.123315 -0.586643 0.667801 0.7176 0.6977 0.4131 2.463053 2.427595
2459797 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
2459796 digital_ok 0.00% 0.00% 0.00% 0.00% 7.89% 76.32% 0.173792 1.292556 -0.744609 -0.292279 0.663259 -0.159961 -0.401637 0.686254 0.7040 0.6883 0.3845 1.193724 1.159820
2459795 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.451664 9.201063 -0.834312 9.768127 0.348072 7.235322 -0.018329 -0.633061 0.6992 0.6824 0.3934 16.590859 19.888343
2459794 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.660060 17.779964 2.306929 19.645819 2.272376 23.376617 1.133126 4.311062 0.7081 0.6720 0.4115 0.000000 0.000000
2459793 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.579739 24.798644 -0.260477 68.267069 -0.503932 34.136398 0.822520 27.875445 0.7036 0.0404 0.4064 10.345452 1.214386
2459792 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.140229 40.384775 -0.349339 52.945679 -0.651149 39.316215 1.649158 11.842770 0.7506 0.0419 0.4503 4.104520 1.216921
2459791 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.791698 32.369583 -0.596940 87.035051 1.327330 141.010784 3.010991 130.829564 0.6756 0.0405 0.3712 5.513564 1.279998
2459790 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.231024 47.497338 -0.104133 78.978960 -0.430224 47.425983 1.629286 22.023689 0.6783 0.0407 0.4284 4.874480 1.238137
2459789 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.272127 45.123954 3.812090 85.156085 1.806558 49.408495 0.864324 51.841523 0.6684 0.0428 0.4362 6.667360 1.226310
2459788 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.901324 39.273736 3.856458 86.884944 2.408830 52.991707 0.708849 22.771739 0.6677 0.0407 0.4004 14.654463 1.231069
2459787 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.672669 40.822247 2.830722 69.667153 0.944801 34.180764 0.545199 23.064072 0.6723 0.0408 0.3905 3.119136 0.899146
2459786 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.153960 45.032564 4.664832 85.618471 3.281223 50.340129 0.160226 33.887391 0.6540 0.0467 0.3954 8.255682 1.096412
2459785 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.589973 35.018771 25.470828 90.242515 19.071456 42.423778 -0.535871 4.815551 0.7570 0.0514 0.4582 5.987725 1.325612
2459784 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 8.792740 42.029287 20.064405 87.019920 23.131355 47.604043 -0.137052 3.127474 0.6149 0.0438 0.3629 18.549759 1.271093
2459783 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 6.894490 37.667998 5.355189 26.492885 9.679198 22.515855 -1.058505 13.514064 0.5895 0.0434 0.3842 3.634128 1.169308
2459782 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
2459781 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.048841 7.372118 -0.290377 7.860824 -3.333447 1.067691 -1.234789 4.067093 0.7494 0.0502 0.4636 3.590190 1.216142
2459778 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.276920 27.779301 3.916647 16.891512 8.151313 21.343173 -0.812597 12.078620 0.7245 0.0461 0.4630 3.540625 1.173602
2459776 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.233297 41.678712 4.026316 13.595768 7.477896 36.295676 -1.361292 15.855837 0.7671 0.0461 0.5490 4.165679 1.168275
2459774 digital_ok - 0.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7328 0.0568 0.4583 nan nan
2459773 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.222825 43.422560 -0.512165 108.193247 -1.414211 19.964093 0.999632 23.679284 0.5242 0.0459 0.3118 3.805525 1.297185
2459772 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.147987 26.554778 -0.431057 43.510847 -0.527175 4.085812 0.453693 15.203716 0.5246 0.0547 0.3117 3.580243 1.247524
2459771 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.049107 27.059250 -0.318427 41.313755 -0.222568 3.597282 0.222356 11.428436 0.7323 0.0521 0.4386 3.965296 1.295944
2459770 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.252683 39.565383 -0.541768 71.426246 -0.883849 12.698658 0.450285 14.028583 0.5204 0.0420 0.3344 2.825461 1.324633
2459769 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.352444 46.078866 -0.807181 90.969938 -0.640740 16.495010 0.345387 12.674007 0.5283 0.0457 0.3471 2.545318 1.265616
2459768 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.760781 48.911902 -0.766604 100.830513 -1.248969 15.700298 1.042516 24.161898 0.5359 0.0520 0.3717 2.479762 1.190393
2459767 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.487351 34.603419 -0.168123 44.493137 -0.332546 5.003803 0.216750 15.026291 0.5649 0.0738 0.3548 2.633652 1.225052
2459766 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.389192 31.497340 -0.073177 40.861846 -0.125594 4.710396 0.619326 11.237436 0.5483 0.0511 0.3602 2.975850 1.234762
2459765 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.942016 56.059342 -0.630338 117.076115 0.397380 16.399171 2.695371 22.742309 0.5418 0.0464 0.3503 3.233414 1.185963
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.598526 36.595974 -0.127220 48.831767 -0.557627 5.801282 -0.473952 5.869821 0.7309 0.0431 0.4335 3.471789 1.175111
2459761 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.905504 47.591996 -0.127282 78.311342 -0.992287 12.666432 2.415743 24.022705 0.5604 0.0540 0.4249 2.571082 1.192978
2459760 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.937807 3.932716 -0.653038 6.152214 -1.290978 8.496405 2.070518 -2.131126 0.5891 0.5793 0.3374 0.000000 0.000000
2459759 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.061258 1.161989 -0.762950 0.855790 -1.818761 0.479967 -0.594143 -1.527003 0.4846 0.4843 0.2847 1.455264 1.586419
2459758 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.161959 1.260875 -0.537838 1.705500 -0.546396 0.835277 0.666222 -1.072980 0.6009 0.5897 0.3265 1.636108 2.182440
2459757 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.216473 1.227876 -0.476602 1.682957 -0.396035 0.826640 0.634289 -0.820633 0.7426 0.6552 0.3889 2.048474 1.856260
2459755 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.002617 1.424609 -0.279258 1.208561 -1.112746 0.641467 2.123487 -1.006829 0.6223 0.6202 0.3371 1.444467 1.724782
2459754 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.131688 2.831575 -0.331079 0.906653 -0.744446 -0.277093 0.700525 -1.057114 0.6346 0.6225 0.3451 1.304123 1.597720
2459753 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.778382 4.494725 -0.149884 1.310435 -0.203992 -0.192885 0.494499 -1.273874 0.6224 0.6107 0.3532 4.172805 6.192477
2459752 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
2459750 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.577626 4.718806 -0.786434 6.639322 -1.241357 7.543969 2.289227 -0.775675 0.7369 0.6461 0.3955 4.919210 4.836161
2459749 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.340613 1.277576 -0.170327 1.111280 0.151291 -0.286752 0.922907 -1.449472 0.6500 0.6429 0.3777 1.590147 2.013123
2459748 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.080707 1.668341 -0.373200 3.049276 -0.291578 0.002382 0.561226 -1.915256 0.6449 0.6363 0.3953 1.446502 1.574133
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.601446 6.056395 0.029982 4.139586 0.145774 2.227610 4.554332 2.278709 0.0303 0.0295 0.0045 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 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
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 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
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.420062 7.870292 1.059484 7.038082 3.202173 9.422715 11.562544 4.258328 0.0308 0.0352 0.0046 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.660301 2.793982 -0.871203 8.816307 0.710751 5.149156 2.229983 -1.196658 0.7119 0.6985 0.4268 4.242952 4.750090
2459736 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.54% -0.226984 1.714378 -0.726434 1.936293 -0.670949 1.460803 0.802406 -1.295442 0.7320 0.6343 0.4189 1.778144 1.967524
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.158751 6.613674 0.100130 3.925234 2.732092 6.334289 6.225140 2.415167 0.0305 0.0348 0.0044 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.453940 5.847336 -0.084299 4.431327 -0.318020 4.373857 7.110892 3.084424 0.0308 0.0310 0.0045 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.498095 7.327146 0.025910 4.914874 -0.429851 6.902955 6.831430 3.494497 0.0308 0.0326 0.0049 nan nan
2459731 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
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.286601 5.630551 -0.108167 4.578827 -0.233610 7.370376 3.888245 1.847034 0.0306 0.0292 0.0044 nan nan
2459728 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.675624 4.794161 -0.041076 3.871171 2.447556 5.860416 5.309051 1.779781 0.0314 0.0352 0.0049 nan nan
2459726 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.919510 3.579245 -0.219916 3.266703 0.753017 9.072413 8.693889 3.943315 0.0314 0.0335 0.0050 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.295874 5.317404 0.005659 3.814759 2.729563 12.818869 11.069260 4.977529 0.0303 0.0337 0.0042 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.301372 4.205076 -0.315871 3.410256 0.173677 5.504175 4.373515 2.192223 0.0305 0.0322 0.0044 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.872251 5.250137 -0.636954 7.853972 -0.737585 6.068060 2.701108 -1.300095 0.7210 0.6347 0.4321 3.064400 2.942482
2459720 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459719 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.305705 4.059567 -0.231656 3.188043 4.545065 0.325883 3.515321 2.492641 0.0306 0.0339 0.0044 nan nan
2459718 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.283005 5.069236 0.191050 3.475052 3.220717 5.926880 14.067788 2.836613 0.0306 0.0376 0.0046 nan nan
2459717 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.243412 5.011093 -0.082558 2.570314 1.557839 9.890194 8.701189 3.477334 0.0307 0.0307 0.0048 nan nan
2459716 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.554456 4.286762 -0.097205 3.103883 3.642259 8.436487 8.654701 4.272540 0.0309 0.0358 0.0046 nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.453580 4.162520 -0.855696 7.598295 -1.249106 6.820533 1.167728 -1.695286 0.7015 0.6262 0.4327 3.075869 2.880908
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.528760 5.692344 0.119681 3.604810 1.637425 5.285703 6.767065 4.073011 0.0301 0.0341 0.0037 nan nan
2459712 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.312880 4.220179 -0.850996 8.022241 -0.598706 6.107933 1.383205 -0.561744 0.6083 0.5975 0.3536 2.670668 2.867500
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.084977 2.162547 -0.299149 1.708076 0.277638 3.461017 2.530474 0.103732 0.0296 0.0325 0.0035 nan nan
2459710 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.343405 2.445737 -0.146073 2.535078 1.597014 6.220506 4.030437 1.755253 0.0309 0.0315 0.0041 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.323842 3.726907 -0.986730 7.918897 -0.886432 6.661513 3.035691 -0.499775 0.7012 0.6365 0.4134 0.000000 0.000000
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.054226 0.668477 -0.452229 -1.410924 -1.114927 -1.646704 2.299260 0.585149 0.0307 0.0316 0.0007 0.000000 0.000000
2459706 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.064343 1.707612 0.335134 3.057693 -0.294521 5.627459 2.249203 0.900955 0.0293 0.0298 0.0006 nan nan
2459705 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.200470 3.725218 0.717334 6.247166 -0.137591 2.301264 10.954279 4.316877 0.0283 0.0292 0.0006 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.502243 3.229937 1.373316 8.625098 9.364810 6.871405 2.981538 1.277918 0.0293 0.0315 0.0003 nan nan
2459702 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.613497 0.274018 -0.190368 7.335141 0.188704 0.756129 2.219293 0.394182 0.6489 0.6447 0.3276 0.000000 0.000000
2459701 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.610908 0.308047 -0.757448 3.319480 0.221117 0.495993 0.914014 -0.374802 0.6582 0.6520 0.3233 18.060287 20.174286
2459697 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.237465 13.237465 12.673059 12.673059 10.043184 10.043184 13.863673 13.863673 1.0000 1.0000 0.0000 16276.758789 16276.758789
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.510697 -0.510697 -0.553155 -0.553155 -0.471343 -0.471343 -0.482079 -0.482079 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% 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 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% 0.014576 3.118875 -0.433420 5.529055 -1.024884 5.688803 1.273620 -0.977882 0.6628 0.6214 0.3972 4.676836 4.961528
2459693 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.267221 0.558731 -0.137500 8.020010 -0.772855 4.003408 -0.497821 8.784842 0.7252 0.6926 0.2891 5.349236 5.716404
2459692 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.359122 0.172834 -0.551843 3.513152 -0.960989 0.442241 -0.476161 3.125610 0.7360 0.7440 0.2276 5.088552 5.050628
2459691 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.304723 0.246915 0.019508 7.263346 -1.294639 1.256229 3.547737 1.838654 0.6138 0.6087 0.3360 9.240202 8.237822
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.287666 0.477835 0.084921 8.036568 -0.972259 0.285085 2.514826 0.532800 0.6377 0.6295 0.3598 9.684787 8.825859
2459689 RF_maintenance 100.00% - - - - - 0.755106 1.476580 0.956352 6.296862 81.297884 51.983846 1.349345 -0.622256 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 3.527696 3.764467
2459687 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.502561 4.138950 11.310666 10.246936 1.145633 4.230170 0.779947 -1.181399 0.6175 0.6081 0.3488 4.715427 4.272126
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.227899 5.128905 10.842502 9.715769 4.234453 4.618504 0.815186 -1.463609 0.6282 0.6130 0.3502 9.338036 7.151435
2459684 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.867483 4.835973 13.845470 12.784263 1.494467 3.113365 0.394534 -1.745500 0.6275 0.6184 0.3501 4.287608 4.051607
2459676 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.269928 4.596453 16.526853 13.974930 2.888030 9.826669 2.939956 -2.812037 0.6212 0.6052 0.3740 7.975348 7.462754
2459675 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.183569 4.427717 13.181701 12.037412 3.610615 12.128324 2.043155 -2.052574 0.6282 0.6129 0.3696 5.613051 5.347428
2459674 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.090848 4.897418 13.655815 12.904592 5.917010 8.333630 1.936498 -2.304856 0.6360 0.6200 0.3678 7.906911 8.069126
2459673 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
2459672 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.415730 4.116020 14.346830 12.769439 1.747691 5.159094 1.469709 -1.238901 0.6315 0.6185 0.3698 2.934674 3.854741
2459671 RF_maintenance 100.00% 32.97% 32.97% 0.00% 100.00% 0.00% 3.780734 5.739224 13.582831 11.515336 9.086906 19.698977 4.298973 -2.975522 0.5011 0.4784 0.2900 0.000000 0.000000
2459670 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.348394 10.729001 4.144927 17.809839 -0.550910 8.631418 2.843715 1.073159 0.0305 0.0325 0.0011 nan nan
2459668 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.599771 5.172332 13.147513 13.273086 17.376526 18.516373 12.352401 14.637150 0.6984 0.6567 0.3548 6.478114 6.023553
2459665 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.875431 3.525977 35.933637 10.612034 1.064195 8.565035 4.582934 -4.513075 0.6157 0.6563 0.3849 7.962721 10.769560
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.085480 4.645289 1.825978 -0.062333 -1.061042 0.275732 -0.121102 1.728691 0.0294 0.0322 0.0017 nan nan
2459663 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.498850 4.692704 65.015175 17.092353 33.848002 27.214666 6.710074 -2.821205 0.6026 0.6233 0.3653 7.801304 8.830567
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 10.853759 7.932266 5.943575 8.427075 2.236319 0.906745 1.947228 -0.303075 0.0301 0.0297 0.0011 nan nan
2459661 RF_maintenance 100.00% 28.11% 100.00% 0.00% 100.00% 0.00% 29.861725 27.184424 7.225157 94.540443 15.736245 28.485820 9.422132 14.649235 0.4377 0.0818 0.2644 4.432299 1.310880
2459660 RF_maintenance 100.00% 72.07% 100.00% 0.00% 100.00% 0.00% 23.421037 21.885882 5.436609 84.418423 16.606307 31.794237 9.325684 5.949402 0.3672 0.0656 0.2297 4.578239 1.434454
2459659 RF_maintenance 100.00% 68.07% 100.00% 0.00% 100.00% 0.00% 29.332100 25.207048 4.728590 70.790114 16.447921 32.505795 2.141886 10.369866 0.3806 0.0777 0.2248 4.530491 1.423581
2459658 RF_maintenance 100.00% 68.31% 100.00% 0.00% 100.00% 0.00% 32.269508 25.480636 4.867491 60.858673 10.456725 22.325547 2.529967 11.382342 0.3795 0.0780 0.2248 3.857084 1.403213
2459657 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
2459656 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.185370 25.344940 0.313856 57.555341 0.630595 28.515595 2.636267 9.043615 0.6206 0.0961 0.4530 3.997120 1.491370
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459653 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.437160 28.038415 0.222184 60.711635 0.363743 29.699872 5.151615 2.899989 0.6201 0.0989 0.4450 4.099836 1.376833
2459652 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.029557 32.959585 0.798790 82.397343 3.340407 30.255636 1.578959 4.709269 0.6145 0.0976 0.4308 6.597615 1.283235
2459651 RF_maintenance 100.00% 0.00% 34.09% 0.00% 100.00% 0.00% 4.986504 32.785944 2.679479 88.491184 4.729913 12.648415 2.004094 15.167290 0.8239 0.4422 0.3533 28.406619 4.028332
2459650 RF_maintenance 100.00% 0.00% 80.01% 0.00% 100.00% 0.00% -0.291192 23.358385 1.665366 77.307170 0.779637 23.967611 2.195037 18.349679 0.7667 0.2354 0.4330 6.958688 1.355385
2459649 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.303591 23.358518 0.926653 61.572940 0.420883 29.473271 0.793744 7.696660 0.6438 0.1055 0.4386 4.444142 1.552315
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% 0.687922 0.687922 0.676180 0.676180 0.912876 0.912876 -0.092413 -0.092413 0.2084 0.2084 0.0000 0.029318 0.029318
2459646 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.195150 21.065948 0.591779 70.908687 0.337889 26.591674 0.866422 5.014589 0.5967 0.1282 0.3598 5.093102 1.766924
2459645 RF_maintenance 100.00% 0.00% 67.03% 0.00% 100.00% 0.00% -0.345151 22.346219 0.628900 76.492947 2.330125 24.506445 4.524742 16.712868 0.7051 0.2834 0.3153 4.723370 1.632997
2459642 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
2459641 RF_maintenance - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4617 0.4612 0.0004 nan nan
2459640 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.096145 24.723794 0.762276 74.155117 0.718130 29.210118 0.055550 2.604098 0.5986 0.1223 0.3529 5.481496 1.600201
2459639 RF_maintenance 100.00% 0.00% 99.46% 0.00% 100.00% 0.00% 0.171784 19.633937 1.237055 70.730039 1.471012 25.315624 0.985542 3.618768 0.6121 0.1317 0.3547 4.260074 1.458673
2459638 RF_maintenance - 0.00% 92.38% 0.00% - - nan nan nan nan nan nan nan nan 0.7001 0.2507 0.3193 nan nan
2459637 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.381557 20.231349 2.662108 84.529688 0.882538 31.840425 2.656109 3.303759 0.5886 0.1131 0.3597 4.402824 1.513418
2459636 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.152217 20.951914 2.469061 81.894741 -0.284842 25.060553 1.073349 0.786771 0.5880 0.1125 0.3607 4.658247 1.480131
2459635 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.154805 21.939995 1.940673 78.525588 0.613384 32.999527 0.746994 1.404671 0.5965 0.1094 0.3668 8.454937 1.561894
2459634 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.921578 -0.675643 152134.220616 -0.675997 8.344030 -0.675224 8.333720 -0.675137 1.0000 1.0000 0.0000 0.017135 0.017226
2459633 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.192784 22.927549 1.674077 90.537163 1.435225 40.298322 0.656949 3.709544 0.5973 0.0837 0.4223 5.778070 1.331603
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459631 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.501802 27.608341 1.347461 85.327284 1.292309 33.568017 0.168124 3.885944 0.6032 0.0964 0.4189 5.375183 1.329400
2459630 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.187264 31.545821 0.736762 76.143473 1.196059 43.011604 0.491905 4.979332 0.6039 0.0977 0.4197 8.901933 1.443937
2459629 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.199173 28.842340 1.739082 86.968409 1.271083 34.301135 -0.127110 5.291924 0.6224 0.0974 0.4247 7.720717 1.415627
2459628 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.023906 23.283100 1.582190 70.581600 0.654664 29.906623 0.905908 4.532319 0.6007 0.0867 0.4259 4.600407 1.315004
2459627 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459626 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.210544 24.064682 0.886979 65.766218 0.815173 33.791843 0.668069 7.302562 0.6185 0.1019 0.4329 4.971020 1.376297
2459625 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.230994 22.967865 2.163407 72.424451 0.575087 37.936831 0.159324 2.048649 0.6059 0.0925 0.4264 5.609661 1.438432
2459624 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.167679 26.171114 1.472338 66.101123 1.011770 46.703689 0.241043 5.414106 0.5996 0.0986 0.4155 8.140676 1.490206
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.037917 24.597669 4.772319 126.644581 5.803191 23.890154 -1.054348 1.552745 0.0598 0.0342 0.0264 0.000000 0.000000
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 0.207633 24.928414 31.518510 40.486309 nan nan -19.669172 -19.102210 nan nan nan 1.339753 1.295520
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.022826 20.122206 1.673729 73.557926 0.576454 38.141638 -0.552025 1.564810 0.0758 0.0505 0.0348 0.000000 0.000000
2459618 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.267718 26.151278 1.813172 81.117002 1.764810 38.626291 0.419254 4.608490 0.0721 0.0456 0.0326 1.274422 1.239505
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.575240 21.798205 0.782370 72.151492 0.467243 39.257315 -0.111916 6.845015 0.0714 0.0511 0.0334 0.000000 0.000000
2459616 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.031292 22.386495 3.233407 110.410517 1.415505 43.448438 0.301397 3.121956 0.0774 0.0456 0.0337 1.199211 1.163258
2459615 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.391683 25.131708 1.043601 69.670093 0.182678 30.324700 0.796637 3.215149 0.0740 0.0461 0.0348 0.000000 0.000000
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.201809 25.484816 0.866721 76.627909 0.311284 29.290160 -0.747543 3.152410 0.0742 0.0503 0.0352 0.000000 0.000000
2459613 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.182046 16.696147 1.140535 78.415402 2.282894 50.363446 -0.299203 36.884942 0.0712 0.0458 0.0361 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.426420 20.543873 0.618779 56.031215 -0.253396 30.809389 -0.095173 8.984261 0.0781 0.0501 0.0350 1.190857 1.158365
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.301943 24.286933 1.346953 72.707461 -0.492184 34.783430 0.588772 22.133952 0.0717 0.0532 0.0335 1.241715 1.206630
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.459906 25.770482 1.650462 90.166245 0.615175 31.586969 0.284097 15.984327 0.0699 0.0500 0.0338 1.204255 1.169463
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.434509 20.858929 1.205599 103.571682 -0.645956 37.417607 -0.451460 6.991919 0.0664 0.0361 0.0223 1.202542 1.169290
2459607 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.079366 11.847500 0.995548 24.557418 0.888990 38.679202 -0.495385 -1.302500 0.0583 0.0392 0.0215 1.327576 1.287572
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.689743 -0.699816 -0.781958 -0.737212 -1.274583 -0.589548 -1.531270 -0.015946 0.0250 0.0244 0.0007 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.137578 23.461823 0.751937 87.481962 0.978232 44.480338 -0.086803 21.838142 0.0777 0.0528 0.0335 1.267042 1.232581
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.150814 19.752427 0.571860 87.918359 -0.078107 13.522033 0.509052 3.559288 0.0584 0.0532 0.0268 1.260072 1.224927
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.826507 21.033613 0.758553 105.473750 0.237232 26.476700 -0.271972 11.862303 0.0690 0.0466 0.0328 1.197647 1.165615
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.932257 20.234185 -0.961540 82.565805 -1.390373 36.869280 -0.230077 5.806979 0.0819 0.0504 0.0365 1.270051 1.233717
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.825111 19.500206 -0.630736 92.821371 -0.804427 30.477630 -0.285349 7.910757 0.0768 0.0509 0.0333 1.228113 1.192756
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.653919 19.804926 -0.772563 74.917996 -0.658602 34.988844 -0.559440 4.945916 0.0668 0.0488 0.0352 1.297174 1.258732
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.773429 31.129352 -0.899042 86.581602 -1.184089 12.506463 -0.959608 24.942983 0.0770 0.0639 0.0260 1.233419 1.193856
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.363532 9.972730 -0.708684 80.179773 -0.593054 27.635692 -1.113758 28.604482 0.0703 0.0558 0.0270 1.232719 1.196757
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.322418 17.292205 -0.957394 85.032359 -1.637849 38.308213 -0.868974 11.436315 0.0801 0.0532 0.0345 1.202080 1.164185
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 35.243637 36.497420 inf inf 44.129678 -0.330465 73.078325 -0.370307 nan nan nan nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.941193 20.685684 -0.736233 98.746865 -1.331871 32.917292 -0.456838 2.399936 0.0830 0.0526 0.0394 1.215457 1.174585
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.539313 24.567383 -0.456329 91.966471 -1.221498 35.508998 -0.864054 3.953079 0.0864 0.0505 0.0373 1.261578 1.223973
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.312574 22.463099 -0.653061 85.274332 2.214376 22.037941 -1.048545 16.493708 0.0761 0.0508 0.0305 1.207739 1.172282
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.009877 16.425586 -0.397754 103.972675 -1.265948 25.109891 -0.713546 12.955827 0.0548 0.0509 0.0281 1.235400 1.195124
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% -0.833836 21.039044 0.182114 139.058582 0.214400 15.636351 -0.590192 29.490943 nan nan nan 77.041615 1.925372
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.500772 18.551608 -0.907472 32.118372 -0.325570 11.581322 -0.283480 6.024023 0.0829 0.0473 0.0354 1.227764 1.198811
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.319783 26.023415 -1.200965 10.674430 -0.823556 10.161804 -1.427221 3.382785 0.0288 0.0274 0.0014 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.636687 24.310567 4.107419 114.629372 -0.587770 17.486572 -0.611382 8.425565 0.0781 0.0378 0.0353 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.339887 18.207151 0.651402 35.340400 -0.829923 23.643496 -0.187300 0.258198 0.0869 0.0378 0.0483 1.359508 1.316939
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.194454 15.754587 0.933012 32.115115 -1.417738 28.696454 -0.440689 0.316552 0.0599 0.0350 0.0322 1.222575 1.188193
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.750591 22.001977 0.400214 36.250735 -1.292503 23.190465 -0.132137 0.375696 0.0843 0.0356 0.0429 1.194989 1.159050
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.239098 16.624372 1.175624 37.118246 -1.370703 24.419276 -0.371105 0.157253 0.0640 0.0359 0.0306 1.299304 1.256323
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.040185 17.428929 1.311931 42.151727 -1.209823 27.407241 0.042587 1.489430 0.0849 0.0353 0.0462 0.899006 0.863241
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.293833 1.584418 -0.359557 2.469877 -1.425207 0.938997 -0.513027 1.225333 0.0276 0.0249 0.0017 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.438187 22.481871 0.390044 33.879377 -1.377164 25.150802 -0.632152 0.364870 0.0749 0.0335 0.0325 1.219035 1.183054
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.777861 17.558664 0.310247 27.179278 -1.087599 22.117626 -0.243833 1.051541 0.0915 0.0372 0.0404 1.188365 1.149890
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.971812 17.909376 0.204752 26.937763 -1.287189 16.964156 -0.009865 5.729655 0.0854 0.0400 0.0362 1.127292 1.082666
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.412442 16.643591 0.027085 25.812156 -1.017581 23.918538 0.472885 0.650224 0.0830 0.0355 0.0434 1.256190 1.221132
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.154154 16.898521 1.260473 44.383578 -1.260819 28.254204 -0.326792 1.446628 0.0865 0.0351 0.0439 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.455329 17.084554 0.330176 25.969345 -1.208208 17.986178 -0.195778 2.508726 0.0909 0.0369 0.0433 1.234343 1.191282
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.019629 1.385340 -0.220235 2.586030 0.243460 0.876714 -0.713307 1.370137 0.0279 0.0248 0.0017 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.411088 23.327477 -1.702730 37.878144 -1.029468 1.563437 -0.240586 4.651141 0.0591 0.0615 0.0397 1.219355 1.200884
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.180440 20.398375 0.342930 33.664702 -0.500304 10.361092 -0.100758 8.479595 0.0879 0.0476 0.0317 1.245619 1.205859
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.280542 17.285182 0.725179 33.627660 -1.415234 21.798890 -0.267686 -0.188765 0.0825 0.0349 0.0369 1.130109 1.097088
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.653330 -0.653330 -0.587619 -0.587619 0.714841 0.714841 0.182285 0.182285 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.087986 15.963600 -1.146676 35.740792 1.147033 2.357514 0.177562 0.687052 0.0878 0.0459 0.0364 1.194339 1.161247
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.533976 17.649139 -0.928909 68.160744 -0.700148 22.330603 -0.252491 1.587170 0.0884 0.0474 0.0369 0.886171 0.849713
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.362450 11.084251 -1.219182 17.595479 -0.257021 2.745870 0.134383 0.675962 0.0925 0.0380 0.0405 1.191136 1.159932
2459561 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
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.967038 9.534180 -1.098071 17.017691 0.341990 3.125362 0.128500 0.532438 0.0870 0.0359 0.0489 1.222343 1.192119
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.543445 14.064632 -1.380525 18.648607 0.166760 3.522997 -0.185176 0.826078 0.0823 0.0352 0.0336 1.208856 1.176404
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.427422 18.125718 1.523174 35.637131 -1.361302 23.488010 0.181633 1.300777 0.0901 0.0379 0.0452 1.188373 1.148760
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0275 0.0253 0.0009 nan nan
2459556 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
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0874 0.0368 0.0389 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.062769 21.277160 2.558993 50.998358 3.424029 32.244461 0.123514 2.931009 0.0792 0.0343 0.0406 10.533803 1.320140
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.528727 10.983015 -1.752838 20.678718 -0.588340 4.306626 0.541652 0.998907 0.0836 0.0379 0.0395 1.218512 1.180293
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0295 0.0281 0.0011 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.171567 16.549241 1.478981 38.467017 -0.807161 23.036461 -0.208634 1.034898 0.0784 0.0369 0.0426 1.117290 1.078265
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.573963 23.984861 0.325111 77.877880 0.878526 1.902194 0.948464 1.102631 0.0867 0.0475 0.0376 1.250453 1.207322
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.147083 11.336878 2.546998 39.113416 0.907178 235.815694 0.844341 8.035856 0.0883 0.0433 0.0404 1.348623 1.306341
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.695942 15.315791 -1.616068 17.750898 -1.218253 5.291884 -0.367620 0.842796 0.0856 0.0395 0.0473 1.222586 1.181942
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.370569 27.178081 3.522430 66.297254 2.516490 31.780343 -0.033730 1.958363 0.0857 0.0348 0.0428 1.156439 1.117279
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.513325 12.245598 -1.297304 16.293994 -1.570109 5.367988 -0.372370 0.315155 0.1140 0.0424 0.0455 1.213066 1.164675
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.021960 13.075144 -1.126496 15.059430 -0.850162 3.791203 0.082844 -0.034303 0.1003 0.0378 0.0425 1.199390 1.153887
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.632586 18.653593 1.503043 36.148936 -0.239428 20.812984 -0.133965 1.425769 0.0882 0.0355 0.0431 1.192981 1.150659
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.404909 22.785958 2.231883 48.974246 0.287101 25.581678 -0.113915 0.781092 0.0914 0.0355 0.0443 0.882190 0.848626
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.846953 11.763723 -1.198834 15.298986 -0.857660 4.293885 -0.025448 0.397739 0.1159 0.0394 0.0479 1.227135 1.177892
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% 3.719469 24.263233 2.442625 52.970772 0.449272 23.398891 -0.286120 1.557667 0.0985 0.0414 0.0440 1.091061 1.064706
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.192720 1.682324 -0.461801 2.817927 -0.710644 0.651952 -0.479649 1.228030 0.0313 0.0320 0.0018 nan nan
2459508 RF_maintenance 100.00% 0.00% 86.02% 0.00% 100.00% 0.00% -1.177097 30.844108 0.834589 51.449202 -0.101990 15.449578 0.240130 14.318522 0.9163 0.3050 0.4421 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.979849 28.197779 2.391236 49.899103 -0.236300 9.991940 -0.036730 1.415162 0.8900 0.0745 0.6323 14.171279 1.220065
2459503 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.234354 27.280622 2.611716 84.311605 2.801426 33.130170 -1.251288 2.750840 0.8633 0.1121 0.7230 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 51: 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
51 N03 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Shape 2.373589 2.373589 1.365718 -0.556029 -0.670878 -1.315185 -1.375496 0.634394 -0.788919

Antenna 51: 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
51 N03 digital_ok nn Shape 1.326877 1.326877 0.344264 -0.702179 -0.937983 -0.166505 0.060504 1.042798 -0.483655

Antenna 51: 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
51 N03 digital_ok nn Shape 1.417296 1.417296 0.430579 -0.633327 -0.761116 -0.927517 0.326104 -0.471215 -0.978271

Antenna 51: 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
51 N03 digital_ok nn Shape 3.118195 0.917328 3.118195 -1.066244 -0.651608 0.112289 0.156965 -0.720698 2.390031

Antenna 51: 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
51 N03 digital_ok nn Shape 1.178530 0.095429 1.178530 -0.806432 -0.491369 0.660532 -0.454977 -0.749382 0.308125

Antenna 51: 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
51 N03 digital_ok ee Temporal Variability 1.854611 1.426085 0.260179 -0.661438 -0.804757 -0.668164 1.854611 -0.354320 -0.865325

Antenna 51: 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
51 N03 digital_ok nn Shape 1.972935 0.385998 1.972935 -0.777132 -0.500981 0.500177 -0.254242 0.001627 0.481148

Antenna 51: 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
51 N03 digital_ok nn Shape 2.353797 2.353797 0.701637 -0.365868 -0.821733 0.174192 -0.388726 1.391519 -0.316852

Antenna 51: 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
51 N03 digital_ok nn Shape 1.458465 1.458465 0.574893 -0.764259 -0.790194 -0.454073 0.003969 0.188180 0.334097

Antenna 51: 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
51 N03 digital_ok nn Shape 1.448096 1.448096 0.286087 -0.933029 -0.804006 -0.881513 0.123613 0.252072 0.032241

Antenna 51: 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
51 N03 digital_ok nn Shape 2.974800 2.974800 1.067902 -0.694454 -0.793920 -0.867217 0.275502 1.786809 -0.846288

Antenna 51: 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
51 N03 digital_ok nn Shape 1.289209 0.268076 1.289209 -0.693341 -0.413164 0.296271 0.123315 -0.586643 0.667801

Antenna 51: 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
51 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Shape 1.292556 0.173792 1.292556 -0.744609 -0.292279 0.663259 -0.159961 -0.401637 0.686254

Antenna 51: 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
51 N03 digital_ok nn Power 9.768127 9.201063 0.451664 9.768127 -0.834312 7.235322 0.348072 -0.633061 -0.018329

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 23.376617 1.660060 17.779964 2.306929 19.645819 2.272376 23.376617 1.133126 4.311062

Antenna 51: 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
51 N03 digital_ok nn Power 68.267069 0.579739 24.798644 -0.260477 68.267069 -0.503932 34.136398 0.822520 27.875445

Antenna 51: 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
51 N03 digital_ok nn Power 52.945679 1.140229 40.384775 -0.349339 52.945679 -0.651149 39.316215 1.649158 11.842770

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 141.010784 0.791698 32.369583 -0.596940 87.035051 1.327330 141.010784 3.010991 130.829564

Antenna 51: 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
51 N03 digital_ok nn Power 78.978960 47.497338 1.231024 78.978960 -0.104133 47.425983 -0.430224 22.023689 1.629286

Antenna 51: 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
51 N03 digital_ok nn Power 85.156085 45.123954 1.272127 85.156085 3.812090 49.408495 1.806558 51.841523 0.864324

Antenna 51: 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
51 N03 digital_ok nn Power 86.884944 39.273736 0.901324 86.884944 3.856458 52.991707 2.408830 22.771739 0.708849

Antenna 51: 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
51 N03 digital_ok nn Power 69.667153 0.672669 40.822247 2.830722 69.667153 0.944801 34.180764 0.545199 23.064072

Antenna 51: 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
51 N03 digital_ok nn Power 85.618471 45.032564 1.153960 85.618471 4.664832 50.340129 3.281223 33.887391 0.160226

Antenna 51: 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
51 N03 digital_ok nn Power 90.242515 35.018771 4.589973 90.242515 25.470828 42.423778 19.071456 4.815551 -0.535871

Antenna 51: 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
51 N03 digital_ok nn Power 87.019920 8.792740 42.029287 20.064405 87.019920 23.131355 47.604043 -0.137052 3.127474

Antenna 51: 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
51 N03 digital_ok nn Shape 37.667998 37.667998 6.894490 26.492885 5.355189 22.515855 9.679198 13.514064 -1.058505

Antenna 51: 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
51 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Power 7.860824 0.048841 7.372118 -0.290377 7.860824 -3.333447 1.067691 -1.234789 4.067093

Antenna 51: 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
51 N03 digital_ok nn Shape 27.779301 27.779301 3.276920 16.891512 3.916647 21.343173 8.151313 12.078620 -0.812597

Antenna 51: 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
51 N03 digital_ok nn Shape 41.678712 1.233297 41.678712 4.026316 13.595768 7.477896 36.295676 -1.361292 15.855837

Antenna 51: 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
51 N03 digital_ok nn Power 108.193247 43.422560 0.222825 108.193247 -0.512165 19.964093 -1.414211 23.679284 0.999632

Antenna 51: 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
51 N03 digital_ok nn Power 43.510847 -0.147987 26.554778 -0.431057 43.510847 -0.527175 4.085812 0.453693 15.203716

Antenna 51: 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
51 N03 digital_ok nn Power 41.313755 27.059250 0.049107 41.313755 -0.318427 3.597282 -0.222568 11.428436 0.222356

Antenna 51: 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
51 N03 digital_ok nn Power 71.426246 39.565383 0.252683 71.426246 -0.541768 12.698658 -0.883849 14.028583 0.450285

Antenna 51: 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
51 N03 digital_ok nn Power 90.969938 46.078866 0.352444 90.969938 -0.807181 16.495010 -0.640740 12.674007 0.345387

Antenna 51: 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
51 N03 digital_ok nn Power 100.830513 0.760781 48.911902 -0.766604 100.830513 -1.248969 15.700298 1.042516 24.161898

Antenna 51: 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
51 N03 digital_ok nn Power 44.493137 0.487351 34.603419 -0.168123 44.493137 -0.332546 5.003803 0.216750 15.026291

Antenna 51: 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
51 N03 digital_ok nn Power 40.861846 31.497340 0.389192 40.861846 -0.073177 4.710396 -0.125594 11.237436 0.619326

Antenna 51: 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
51 N03 digital_ok nn Power 117.076115 56.059342 0.942016 117.076115 -0.630338 16.399171 0.397380 22.742309 2.695371

Antenna 51: 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
51 N03 digital_ok nn Power 48.831767 0.598526 36.595974 -0.127220 48.831767 -0.557627 5.801282 -0.473952 5.869821

Antenna 51: 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
51 N03 digital_ok nn Power 78.311342 47.591996 0.905504 78.311342 -0.127282 12.666432 -0.992287 24.022705 2.415743

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 8.496405 0.937807 3.932716 -0.653038 6.152214 -1.290978 8.496405 2.070518 -2.131126

Antenna 51: 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
51 N03 digital_ok nn Shape 1.161989 -1.061258 1.161989 -0.762950 0.855790 -1.818761 0.479967 -0.594143 -1.527003

Antenna 51: 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
51 N03 digital_ok nn Power 1.705500 0.161959 1.260875 -0.537838 1.705500 -0.546396 0.835277 0.666222 -1.072980

Antenna 51: 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
51 N03 digital_ok nn Power 1.682957 1.227876 -0.216473 1.682957 -0.476602 0.826640 -0.396035 -0.820633 0.634289

Antenna 51: 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
51 N03 digital_ok ee Temporal Discontinuties 2.123487 -0.002617 1.424609 -0.279258 1.208561 -1.112746 0.641467 2.123487 -1.006829

Antenna 51: 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
51 N03 digital_ok nn Shape 2.831575 0.131688 2.831575 -0.331079 0.906653 -0.744446 -0.277093 0.700525 -1.057114

Antenna 51: 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
51 N03 digital_ok nn Shape 4.494725 4.494725 0.778382 1.310435 -0.149884 -0.192885 -0.203992 -1.273874 0.494499

Antenna 51: 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
51 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 7.543969 0.577626 4.718806 -0.786434 6.639322 -1.241357 7.543969 2.289227 -0.775675

Antenna 51: 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
51 N03 digital_ok nn Shape 1.277576 0.340613 1.277576 -0.170327 1.111280 0.151291 -0.286752 0.922907 -1.449472

Antenna 51: 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
51 N03 digital_ok nn Power 3.049276 0.080707 1.668341 -0.373200 3.049276 -0.291578 0.002382 0.561226 -1.915256

Antenna 51: 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
51 N03 digital_ok nn Shape 6.056395 3.601446 6.056395 0.029982 4.139586 0.145774 2.227610 4.554332 2.278709

Antenna 51: 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
51 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok ee Temporal Discontinuties 11.562544 5.420062 7.870292 1.059484 7.038082 3.202173 9.422715 11.562544 4.258328

Antenna 51: 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
51 N03 digital_ok nn Power 8.816307 0.660301 2.793982 -0.871203 8.816307 0.710751 5.149156 2.229983 -1.196658

Antenna 51: 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
51 N03 digital_ok nn Power 1.936293 1.714378 -0.226984 1.936293 -0.726434 1.460803 -0.670949 -1.295442 0.802406

Antenna 51: 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
51 N03 digital_ok nn Shape 6.613674 6.613674 4.158751 3.925234 0.100130 6.334289 2.732092 2.415167 6.225140

Antenna 51: 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
51 N03 digital_ok ee Temporal Discontinuties 7.110892 5.847336 3.453940 4.431327 -0.084299 4.373857 -0.318020 3.084424 7.110892

Antenna 51: 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
51 N03 digital_ok nn Shape 7.327146 7.327146 4.498095 4.914874 0.025910 6.902955 -0.429851 3.494497 6.831430

Antenna 51: 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
51 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 7.370376 3.286601 5.630551 -0.108167 4.578827 -0.233610 7.370376 3.888245 1.847034

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 5.860416 4.794161 2.675624 3.871171 -0.041076 5.860416 2.447556 1.779781 5.309051

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 9.072413 3.579245 1.919510 3.266703 -0.219916 9.072413 0.753017 3.943315 8.693889

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 12.818869 5.317404 3.295874 3.814759 0.005659 12.818869 2.729563 4.977529 11.069260

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 5.504175 4.205076 2.301372 3.410256 -0.315871 5.504175 0.173677 2.192223 4.373515

Antenna 51: 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
51 N03 digital_ok nn Power 7.853972 0.872251 5.250137 -0.636954 7.853972 -0.737585 6.068060 2.701108 -1.300095

Antenna 51: 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
51 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 51: 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
51 N03 digital_ok ee Temporal Variability 4.545065 4.059567 2.305705 3.188043 -0.231656 0.325883 4.545065 2.492641 3.515321

Antenna 51: 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
51 N03 digital_ok ee Temporal Discontinuties 14.067788 3.283005 5.069236 0.191050 3.475052 3.220717 5.926880 14.067788 2.836613

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 9.890194 3.243412 5.011093 -0.082558 2.570314 1.557839 9.890194 8.701189 3.477334

Antenna 51: 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
51 N03 digital_ok ee Temporal Discontinuties 8.654701 2.554456 4.286762 -0.097205 3.103883 3.642259 8.436487 8.654701 4.272540

Antenna 51: 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
51 N03 digital_ok nn Power 7.598295 0.453580 4.162520 -0.855696 7.598295 -1.249106 6.820533 1.167728 -1.695286

Antenna 51: 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
51 N03 digital_ok ee Temporal Discontinuties 6.767065 5.692344 3.528760 3.604810 0.119681 5.285703 1.637425 4.073011 6.767065

Antenna 51: 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
51 N03 digital_ok nn Power 8.022241 4.220179 0.312880 8.022241 -0.850996 6.107933 -0.598706 -0.561744 1.383205

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 3.461017 2.162547 1.084977 1.708076 -0.299149 3.461017 0.277638 0.103732 2.530474

Antenna 51: 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
51 N03 digital_ok nn Temporal Variability 6.220506 2.445737 1.343405 2.535078 -0.146073 6.220506 1.597014 1.755253 4.030437

Antenna 51: 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
51 N03 RF_maintenance nn Power 7.918897 0.323842 3.726907 -0.986730 7.918897 -0.886432 6.661513 3.035691 -0.499775

Antenna 51: 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
51 N03 RF_maintenance ee Temporal Discontinuties 2.299260 0.668477 -0.054226 -1.410924 -0.452229 -1.646704 -1.114927 0.585149 2.299260

Antenna 51: 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
51 N03 RF_maintenance nn Temporal Variability 5.627459 1.707612 0.064343 3.057693 0.335134 5.627459 -0.294521 0.900955 2.249203

Antenna 51: 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
51 N03 RF_maintenance ee Temporal Discontinuties 10.954279 3.725218 0.200470 6.247166 0.717334 2.301264 -0.137591 4.316877 10.954279

Antenna 51: 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
51 N03 RF_maintenance ee Temporal Variability 9.364810 3.229937 0.502243 8.625098 1.373316 6.871405 9.364810 1.277918 2.981538

Antenna 51: 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
51 N03 RF_maintenance nn Power 7.335141 0.613497 0.274018 -0.190368 7.335141 0.188704 0.756129 2.219293 0.394182

Antenna 51: 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
51 N03 RF_maintenance nn Power 3.319480 0.308047 0.610908 3.319480 -0.757448 0.495993 0.221117 -0.374802 0.914014

Antenna 51: 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
51 N03 RF_maintenance ee Temporal Discontinuties 13.863673 13.237465 13.237465 12.673059 12.673059 10.043184 10.043184 13.863673 13.863673

Antenna 51: 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
51 N03 RF_maintenance nn Temporal Variability -0.471343 -0.510697 -0.510697 -0.553155 -0.553155 -0.471343 -0.471343 -0.482079 -0.482079

Antenna 51: 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
51 N03 RF_maintenance ee Shape 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 51: 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
51 N03 RF_maintenance nn Temporal Variability 5.688803 3.118875 0.014576 5.529055 -0.433420 5.688803 -1.024884 -0.977882 1.273620

Antenna 51: 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
51 3 RF_maintenance nn Temporal Discontinuties 8.784842 0.267221 0.558731 -0.137500 8.020010 -0.772855 4.003408 -0.497821 8.784842

Antenna 51: 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
51 3 RF_maintenance nn Power 3.513152 -0.359122 0.172834 -0.551843 3.513152 -0.960989 0.442241 -0.476161 3.125610

Antenna 51: 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
51 3 RF_maintenance nn Power 7.263346 -0.304723 0.246915 0.019508 7.263346 -1.294639 1.256229 3.547737 1.838654

Antenna 51: 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
51 3 RF_maintenance nn Power 8.036568 -0.287666 0.477835 0.084921 8.036568 -0.972259 0.285085 2.514826 0.532800

Antenna 51: 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
51 3 RF_maintenance ee Temporal Variability 81.297884 0.755106 1.476580 0.956352 6.296862 81.297884 51.983846 1.349345 -0.622256
In [ ]: