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 = "190"
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 190 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 190, Node N15:

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 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.486866 24.761935 3.671111 34.143157 34.290291 34.581619 111.573725 2.415007 0.0595 0.0345 0.0306 0.000000 0.000000
2459808 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.245847 21.529234 5.349308 64.693338 14.746920 30.666431 117.824464 7.263022 0.0504 0.0373 0.0406 1.140087 1.117315
2459807 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 35.296699 22.104554 3.501854 47.126907 10.674014 26.062767 59.414589 26.593221 0.5852 0.0490 0.4126 9.472272 1.675959
2459806 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
2459805 digital_ok 100.00% 2.69% 100.00% 0.00% 100.00% 0.00% 29.598178 20.152749 4.525262 62.673943 10.948990 22.370128 115.428841 5.636942 0.5780 0.0435 0.3992 6.131334 1.475075
2459804 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 269.726181 270.021459 inf inf 1153.696915 1174.194671 4321.783432 4331.385051 nan nan nan 0.000000 0.000000
2459803 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 42.853220 28.701999 5.392009 74.019341 13.349835 26.202208 56.133123 14.592606 0.5942 0.0483 0.4092 0.000000 0.000000
2459802 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 42.774383 27.145975 3.146374 52.786681 18.763910 40.958740 72.576285 6.828784 0.6424 0.0472 0.4569 0.000000 0.000000
2459801 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
2459800 digital_ok 100.00% 2.69% 100.00% 0.00% 100.00% 0.00% 31.911788 24.963224 2.620496 55.073558 14.194252 25.242814 111.709248 23.131713 0.5995 0.0514 0.4195 3.792119 1.219710
2459799 digital_ok 100.00% 11.28% 100.00% 0.00% 100.00% 0.00% 55.179041 25.422852 3.684478 40.438149 34.495265 59.100220 135.991667 2.987028 0.5489 0.0504 0.3939 2.845659 1.280324
2459798 digital_ok 100.00% 5.38% 100.00% 0.00% 100.00% 0.00% 30.853087 24.192282 3.300218 54.762383 16.146521 21.581853 50.176213 14.867043 0.6167 0.0466 0.4469 5.107039 1.526337
2459797 digital_ok 100.00% 10.75% 100.00% 0.00% 100.00% 0.00% 23.410496 20.358483 2.465039 53.395644 11.181476 27.460354 41.747322 19.531586 0.6100 0.0534 0.4417 4.542941 1.480392
2459796 digital_ok 100.00% 13.44% 100.00% 0.00% 100.00% 0.00% 26.267646 21.776345 3.322701 67.843214 15.284295 23.800029 127.721901 19.730520 0.5997 0.0542 0.3995 0.000000 0.000000
2459795 digital_ok 100.00% 18.82% 100.00% 0.00% 100.00% 0.00% 34.534635 25.420413 2.936440 56.267175 15.643664 26.840245 149.720412 18.862744 0.5657 0.0465 0.3739 8.695413 1.193512
2459794 digital_ok 100.00% 32.26% 100.00% 0.00% 100.00% 0.00% 40.996664 24.507828 5.568268 56.342900 14.284826 32.135278 226.592081 29.185147 0.5278 0.0507 0.3034 0.000000 0.000000
2459793 digital_ok 100.00% 24.19% 100.00% 0.00% 100.00% 0.00% 26.806551 19.109275 3.331524 56.022457 18.734906 33.536493 128.621991 13.407516 0.5420 0.0516 0.3256 0.000000 0.000000
2459792 digital_ok 100.00% 13.96% 100.00% 0.00% 100.00% 0.00% 46.618417 26.017823 2.811665 41.757954 17.845637 39.798180 94.790419 3.688213 0.5639 0.0495 0.3723 4.278220 1.749564
2459791 digital_ok 100.00% 43.24% 100.00% 0.00% 100.00% 0.00% 42.908695 22.401262 8.144603 71.846020 17.331088 31.326950 54.011785 2.919500 0.4850 0.0497 0.2836 4.224676 1.909651
2459790 digital_ok 100.00% 45.70% 100.00% 0.00% 100.00% 0.00% 63.274389 36.059131 6.422338 64.547397 25.778351 46.707514 87.391553 10.085135 0.4814 0.0508 0.3291 0.000000 0.000000
2459789 digital_ok 100.00% 43.01% 100.00% 0.00% 100.00% 0.00% 51.270326 33.029547 4.411344 69.735929 20.381084 48.926152 54.357990 24.350114 0.4915 0.0478 0.3377 0.000000 0.000000
2459788 digital_ok 100.00% 42.33% 100.00% 0.00% 100.00% 0.00% 42.601244 29.392307 5.257262 70.982586 26.214180 52.163051 147.056718 9.880063 0.4943 0.0490 0.3122 0.000000 0.000000
2459787 digital_ok 100.00% 45.70% 100.00% 0.00% 100.00% 0.00% 46.316140 29.631959 3.834755 56.700325 11.972098 33.698236 25.597069 15.649808 0.4751 0.0465 0.2930 0.000000 0.000000
2459786 digital_ok 100.00% 45.70% 100.00% 0.00% 100.00% 0.00% 45.787892 31.739477 4.615666 69.690388 25.429025 50.081818 332.034397 15.362640 0.4585 0.0512 0.2922 5.177108 2.196922
2459785 digital_ok 100.00% 13.96% 100.00% 0.00% 100.00% 0.00% 35.558254 21.434459 5.460940 71.382129 17.076715 43.404279 39.349200 1.497568 0.5730 0.0496 0.3850 0.000000 0.000000
2459784 digital_ok 100.00% 48.39% 100.00% 0.00% 100.00% 0.00% 35.485642 28.982339 5.047479 70.320745 18.049492 47.523892 32.283094 1.008453 0.4502 0.0456 0.2859 46.200466 2.229809
2459783 digital_ok 100.00% 56.60% 100.00% 0.00% 100.00% 0.00% 45.955861 25.483855 4.162883 21.203897 13.048075 22.381124 20.074789 5.017244 0.4030 0.0422 0.2759 4.068032 1.845257
2459782 digital_ok 100.00% 59.14% 100.00% 0.00% 100.00% 0.00% 40.773551 23.591588 1.016143 10.681536 2.779946 12.628239 17.635070 3.345988 0.4180 0.0443 0.2859 3.859428 1.843416
2459781 digital_ok 100.00% 60.89% 100.00% 0.00% 100.00% 0.00% 7.749193 3.967148 1.688194 7.640890 15.582637 16.165603 39.114978 1.575664 0.5704 0.0452 0.4191 1.481292 1.067483
2459778 digital_ok 100.00% 22.13% 100.00% 0.00% 100.00% 0.00% 37.118481 16.754316 2.329699 13.258986 10.790326 22.025435 27.070289 2.899639 0.5225 0.0452 0.3675 3.530852 1.710410
2459776 digital_ok 100.00% 10.16% 100.00% 0.00% 100.00% 0.00% 67.981310 25.534850 1.022020 10.105285 23.418579 37.400874 16.564131 2.618322 0.5794 0.0467 0.4652 3.905894 1.509124
2459774 digital_ok - 12.46% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.5644 0.0538 0.4001 nan nan
2459773 digital_ok 100.00% 91.40% 100.00% 0.00% 100.00% 0.00% 46.831340 27.508827 12.454956 91.122974 8.617943 19.826860 65.485054 10.158782 0.3338 0.0515 0.2229 4.185439 3.505325
2459772 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
2459771 digital_ok 100.00% 21.48% 100.00% 0.00% 100.00% 0.00% 33.031694 16.320050 5.206841 34.824308 2.050083 3.890334 114.745699 4.727050 0.5303 0.0544 0.3670 5.850785 2.447425
2459770 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 52.765288 25.719402 9.595665 60.217659 19.090501 13.024449 107.395863 6.026788 0.3035 0.0478 0.2146 2.887772 1.675502
2459769 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.488474 29.348718 10.004652 76.558039 17.977166 16.622066 32.218623 5.146134 0.3245 0.0498 0.2310 2.735066 1.655764
2459768 digital_ok 100.00% 91.94% 89.25% 0.00% 100.00% 0.00% 45.481475 38.402336 9.004867 10.955100 6.742043 4.217257 16.233193 6.373005 0.3470 0.3608 0.1764 3.325544 3.313413
2459767 digital_ok 100.00% 83.87% 83.87% 0.00% 100.00% 0.00% 38.390152 42.251015 5.145311 7.128419 8.265707 2.127157 24.336392 7.832869 0.3741 0.3736 0.1564 3.956902 3.333513
2459766 digital_ok 100.00% 83.87% 89.25% 0.00% 100.00% 0.00% 33.678006 45.746734 4.617566 7.650447 8.478342 6.529695 48.959282 84.277493 0.3443 0.3351 0.1566 4.021628 4.058372
2459765 digital_ok 100.00% 83.87% 86.56% 0.00% 100.00% 0.00% 55.140329 86.482438 12.472231 21.823132 6.028529 6.835644 6.810252 15.054063 0.3463 0.3347 0.1546 2.247154 2.063831
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 47.554616 31.547414 6.523752 6.238113 11.712400 2.863847 34.398199 9.554307 0.5377 0.4788 0.2395 4.122017 3.700531
2459761 digital_ok 100.00% 70.43% 62.37% 0.00% 100.00% 0.00% 52.768526 34.569997 8.480600 7.993473 4.722895 2.955014 46.326114 29.423970 0.3724 0.4136 0.2061 0.000000 0.000000
2459760 digital_ok 100.00% 67.74% 65.05% 0.00% 100.00% 0.00% 52.348936 43.157482 9.254112 11.313690 14.871802 22.733220 70.402816 79.216128 0.3640 0.3781 0.1591 0.000000 0.000000
2459759 digital_ok 100.00% 67.20% 61.83% 0.00% 100.00% 0.00% 19.807993 17.705965 2.910620 3.914836 0.119814 4.159596 13.514424 14.000158 0.4031 0.4060 0.1623 4.814905 4.084311
2459758 digital_ok 100.00% 56.99% 56.99% 0.00% 100.00% 0.00% 36.674304 35.649238 4.833764 6.546120 6.224228 21.655551 38.296734 112.081264 0.4058 0.4192 0.1955 2.911677 2.757804
2459757 digital_ok 100.00% 18.26% 20.41% 0.00% 100.00% 0.00% 23.403051 26.193268 4.534940 6.348818 1.398477 3.436924 22.021161 34.510899 0.5717 0.4934 0.2501 4.628475 5.321281
2459755 digital_ok 100.00% 43.55% 54.30% 0.00% 100.00% 0.00% 32.814531 58.062160 4.245388 8.890039 8.356438 36.567597 69.978299 242.822079 0.4382 0.4071 0.1981 0.000000 0.000000
2459754 digital_ok 100.00% 54.30% 46.24% 0.00% 100.00% 0.00% 42.953871 35.491775 5.013441 6.346223 21.916868 30.235160 168.607495 308.351872 0.3908 0.4207 0.1710 2.786706 2.958351
2459753 digital_ok 100.00% 40.86% 43.55% 0.00% 100.00% 0.00% 40.247105 38.144653 4.651096 6.763581 4.749061 10.295205 27.450908 50.738408 0.4420 0.4371 0.1759 4.344444 5.430325
2459752 digital_ok 100.00% 35.48% 32.80% 0.00% 100.00% 0.00% 47.091807 27.439716 10.959256 10.164293 21.148129 71.390568 118.262086 398.835038 0.4551 0.5077 0.2808 0.000000 0.000000
2459750 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
2459749 digital_ok 100.00% 32.80% 38.17% 0.00% 100.00% 0.00% 54.493231 70.268560 6.954155 10.562563 11.608898 28.853356 137.824548 258.669872 0.4433 0.4423 0.1336 3.266934 3.818665
2459748 digital_ok 100.00% 24.73% 22.04% 0.00% 100.00% 0.00% 50.210700 29.693899 7.430348 7.056505 33.688793 27.934478 16.526124 10.125294 0.4650 0.5217 0.2494 4.363773 5.926406
2459747 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.544872 -0.412531 -0.778054 0.674792 0.229245 -0.035706 -0.497884 0.467420 0.0341 0.0391 0.0029 nan nan
2459746 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.510945 -0.083848 0.005410 1.058829 -1.078287 -0.951241 0.024113 -0.180439 0.0343 0.0364 0.0030 nan nan
2459745 digital_ok 100.00% 22.04% 22.04% 0.00% 100.00% 0.00% 52.773308 61.544774 5.997263 9.201042 17.746586 37.967208 198.111404 211.422575 0.4326 0.4703 0.1480 0.735675 0.740747
2459744 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.211631 -0.401449 -0.370326 1.019030 -0.533838 0.593126 0.178269 0.849925 0.0324 0.0363 0.0019 nan nan
2459743 digital_ok 100.00% 20.01% 19.47% 0.00% 100.00% 0.00% 59.949244 57.006348 22.446440 25.293245 10.486478 17.220279 42.725531 43.769109 0.5576 0.5066 0.2421 4.078570 4.957178
2459742 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.219252 -0.654862 -0.029991 1.398815 0.670695 0.071761 -0.400912 -0.009088 0.0316 0.0357 0.0021 nan nan
2459741 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.028557 -0.005561 -0.425860 1.384187 0.020222 0.819420 -0.096952 0.224774 0.0311 0.0336 0.0017 nan nan
2459740 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.370004 -0.192550 -0.283694 2.560457 0.723557 -0.019309 -0.411471 0.558100 0.0308 0.0329 0.0014 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 68.227332 53.619890 19.554819 16.532879 14.993845 6.687643 48.592877 7.662063 0.4914 0.5535 0.2819 2.817916 4.433955
2459736 digital_ok 100.00% 15.68% 16.77% 0.00% 100.00% 0.00% 19.596076 19.614625 3.103701 4.569117 3.510111 1.471960 32.239851 8.656055 0.6142 0.5139 0.3587 2.662755 2.561578
2459734 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.674573 -0.898786 -0.860716 0.385375 0.438093 -0.006102 -0.339582 0.288528 0.0313 0.0325 0.0024 nan nan
2459733 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.687292 -0.744181 -0.958675 0.265480 -0.434954 0.866102 -0.369271 0.141858 0.0312 0.0337 0.0021 nan nan
2459732 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.612029 -0.247003 -0.890937 0.787670 -0.105025 0.644947 -0.520399 0.196800 0.0318 0.0340 0.0025 nan nan
2459731 digital_ok 100.00% 29.57% 26.88% 0.00% 100.00% 0.00% 74.520775 81.997090 13.782687 19.263051 27.360461 27.318474 27.270114 19.076416 0.4468 0.4828 0.1697 2.257367 3.177588
2459730 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.685034 -0.481230 -0.913018 0.387369 -0.546572 0.780464 -0.395958 0.041727 0.0309 0.0345 0.0024 nan nan
2459728 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.642292 -0.436256 -0.713229 0.606148 0.248199 0.719709 -0.688455 -0.025332 0.0351 0.0411 0.0030 nan nan
2459726 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.585251 -0.445766 -0.717164 0.197341 -0.008594 0.554956 -0.517706 0.401828 0.0368 0.0360 0.0038 nan nan
2459724 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.512146 -0.329615 -0.690221 0.600573 0.548819 0.761892 -0.367121 0.481988 0.0319 0.0384 0.0016 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459722 digital_ok 100.00% 18.40% 38.42% 0.00% 100.00% 0.00% 52.864075 97.332819 14.307284 28.439792 8.512057 8.301187 66.503359 100.326859 0.5673 0.4464 0.2524 4.120474 3.600568
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 0.00% 100.00% 100.00% 0.00% - - -0.619282 -0.433675 -0.844796 0.336824 1.071608 0.076474 -0.422002 0.329388 0.0394 0.0390 0.0037 nan nan
2459718 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.489477 -0.703076 -0.720492 0.871179 1.139548 -0.589811 -0.430953 0.377875 0.0373 0.0424 0.0038 nan nan
2459717 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.436939 -0.625954 -0.705964 0.494607 0.405461 0.504620 -0.541114 0.436991 0.0344 0.0414 0.0032 nan nan
2459716 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.591549 -0.577657 -0.740730 0.308609 -0.019082 0.084275 -0.534927 0.487138 0.0364 0.0454 0.0036 nan nan
2459715 digital_ok 100.00% 18.95% 31.94% 0.00% 100.00% 0.00% 40.790101 63.888052 10.487509 20.957200 14.657243 9.744090 127.994858 62.182687 0.5659 0.4543 0.3272 3.922705 3.536043
2459713 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.586740 -0.681872 -0.681530 0.535412 -0.362145 0.636721 -0.531899 0.192367 0.0357 0.0418 0.0044 nan nan
2459712 digital_ok 100.00% 43.01% 45.70% 0.00% 100.00% 0.00% 24.675356 39.287965 14.455877 23.442139 4.874532 11.418608 26.761677 53.974042 0.4975 0.4652 0.2592 3.698933 3.138127
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.292830 -0.420017 -0.821526 -0.387531 -0.639403 -0.360630 -0.588898 -0.453890 0.0305 0.0333 0.0016 nan nan
2459710 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.140354 -0.337566 -0.757524 -0.759768 -0.544710 -0.601300 -0.628987 -0.412838 0.0309 0.0327 0.0013 nan nan
2459708 digital_ok 100.00% 26.52% 69.70% 0.00% 100.00% 0.00% 41.063969 53.802077 12.386727 37.448965 8.723292 93.927060 63.355182 140.061549 0.5316 0.2736 0.3403 0.000000 0.000000
2459707 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.814066 -0.868117 0.329178 0.491705 0.345945 0.418470 -0.371226 -0.362720 0.0331 0.0369 0.0024 0.000000 0.000000
2459706 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.136988 -0.281497 -0.684076 -0.719419 -0.834880 0.218072 -0.588830 -0.433285 0.0383 0.0505 0.0048 nan nan
2459705 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.349732 -0.779942 -0.552866 0.937929 0.148712 0.111096 -0.439303 0.493179 0.0311 0.0322 0.0016 nan nan
2459703 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.150150 -0.950554 -1.010796 0.979974 -0.367456 -0.401154 -0.769446 0.137085 0.0317 0.0340 0.0007 nan nan
2459702 digital_ok 100.00% 10.75% 0.00% 0.00% 100.00% 0.00% 62.209422 49.084919 6.019943 6.725515 18.066110 16.941404 25.859790 23.649696 0.4466 0.4812 0.2652 0.000000 0.000000
2459701 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 40.827300 35.485502 1.799391 3.251034 23.096274 3.504303 38.802266 7.661751 0.5102 0.5227 0.2901 0.000000 0.000000
2459697 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5054.480204 5054.480204 4741.987017 4741.987017 3209.392784 3209.392784 15745.351704 15745.351704 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 965.431610 965.431610 866.794570 866.794570 900.077520 900.077520 3592.018215 3592.018215 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 743.978890 743.978890 716.484417 716.484417 723.266384 723.266384 2400.310919 2400.310919 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 digital_ok 100.00% 36.78% 55.65% 0.00% 100.00% 0.00% 43.403259 66.192404 6.982889 13.341089 9.028016 9.795366 98.916665 371.051664 0.4907 0.4273 0.2652 3.523452 3.369676
2459693 digital_ok 100.00% 13.44% 24.73% 0.00% 100.00% 0.00% 31.668179 50.263062 9.744660 17.843429 14.269670 24.641890 16.061165 26.193647 0.5713 0.5042 0.1797 3.429109 2.748432
2459692 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.814414 24.343499 4.871848 11.013676 9.319070 71.115353 8.211536 64.913316 0.5442 0.5416 0.1371 6.330284 5.916535
2459691 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 61.779293 71.681599 7.997361 13.256458 11.463557 4.681406 5.946357 2.937473 0.3444 0.3307 0.1404 3.995198 3.892031
2459690 digital_ok 100.00% 29.58% 0.00% 0.00% 100.00% 0.00% 64.186576 48.056154 8.474576 8.699422 16.147137 6.412159 48.655000 12.728122 0.3979 0.4502 0.2156 3.030555 3.843964
2459689 digital_ok 100.00% - - - - - 28.971627 72.776037 2.425874 11.039134 10.219465 11.854646 68.307576 30.827394 nan nan nan nan nan
2459688 digital_ok 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.857525 4.283391
2459687 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 digital_ok 100.00% 27.42% 94.62% 0.00% 100.00% 0.00% 42.965865 70.325038 4.374628 10.415013 10.480438 17.805004 29.802339 78.204157 0.4290 0.3654 0.2057 3.878059 3.524256
2459685 digital_ok 100.00% 8.60% 40.86% 0.00% 100.00% 0.00% 46.336736 66.125113 4.289290 7.987916 13.094747 30.320248 33.128925 143.495164 0.4478 0.4109 0.2233 8.947471 9.087216
2459684 digital_ok 100.00% 32.80% 8.06% 0.00% 100.00% 0.00% 52.270181 56.029088 5.956761 8.081754 16.849470 24.225767 50.109677 165.970395 0.4208 0.4353 0.2312 3.531044 3.608842
2459676 digital_ok 100.00% 29.53% 26.85% 0.00% 100.00% 0.00% 63.989751 78.524752 7.940270 14.407647 15.332787 37.852466 65.900922 211.509933 0.4065 0.4103 0.1914 4.742978 5.350168
2459675 digital_ok 100.00% 14.77% 26.85% 0.00% 100.00% 0.00% 53.719351 78.443417 5.241544 12.776929 29.436581 23.759305 72.533918 68.922722 0.4404 0.4116 0.2165 4.679844 4.193451
2459674 digital_ok 100.00% 52.35% 49.66% 0.00% 100.00% 0.00% 66.618502 83.168205 6.585993 12.649992 33.158909 18.907653 81.474360 86.410807 0.3951 0.4011 0.1738 2.162636 1.958331
2459673 digital_ok 100.00% 22.16% 27.57% 0.00% 100.00% 0.00% 49.390220 58.594644 8.413934 12.875598 12.250076 17.478031 101.794634 147.480818 0.4923 0.4942 0.2522 0.000000 0.000000
2459672 digital_ok 100.00% 10.74% 23.49% 0.00% 100.00% 0.00% 42.120383 57.993333 5.058323 10.800451 11.899049 30.790581 32.252117 138.530798 0.4506 0.4302 0.2171 3.700736 3.358471
2459671 digital_ok 100.00% 41.62% 38.38% 0.00% 100.00% 0.00% 46.220306 37.994279 4.313964 6.127706 22.300116 22.996112 67.686786 102.654978 0.3673 0.4143 0.2025 0.000000 0.000000
2459670 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459668 digital_ok 100.00% 18.92% 23.78% 0.00% 100.00% 0.00% 47.136255 62.375346 9.854971 17.243160 17.289926 14.913772 143.340698 99.866813 0.5287 0.5011 0.2004 4.659258 4.113814
2459665 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
2459664 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.000701 0.672671 0.001728 0.066226 0.003728 -0.320023 -0.510318 0.784536 0.0269 0.0262 0.0019 nan nan
2459663 digital_ok 100.00% 20.53% 31.87% 0.00% 100.00% 0.00% 53.421129 77.565042 11.468188 25.251385 36.924401 48.458477 209.067488 149.630387 0.4663 0.4365 0.2184 5.400759 5.326226
2459662 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.667165 0.099124 -0.016478 2.210633 2.274994 1.051602 -0.490515 1.307144 0.0296 0.0297 0.0017 nan nan
2459661 digital_ok 100.00% 18.92% 21.08% 0.00% 100.00% 0.00% 42.423205 50.686428 9.488624 13.855414 10.822816 20.506944 41.648134 132.709330 0.5194 0.4938 0.2181 4.906279 4.124921
2459660 digital_ok 100.00% 0.64% 6.55% 0.00% 100.00% 0.00% 32.613677 24.389318 5.573221 9.474040 13.876706 27.286949 45.935570 91.205695 0.5004 0.5343 0.2982 4.192967 4.610705
2459659 digital_ok 100.00% 0.00% 5.94% 0.00% 100.00% 0.00% 18.253412 30.171146 1.751447 6.863268 8.991145 5.938278 67.168065 17.805249 0.5305 0.5235 0.3019 4.662399 4.476345
2459658 digital_ok 100.00% 26.96% 19.44% 0.00% 100.00% 0.00% 43.329578 45.763305 6.128837 8.358277 8.415064 14.758626 17.084996 25.654250 0.4464 0.4647 0.2289 4.197516 5.443888
2459657 digital_ok 100.00% 8.11% 23.24% 0.00% 100.00% 0.00% 53.275293 53.654932 6.197204 9.779414 18.466511 18.585597 50.284549 33.990942 0.4802 0.4616 0.2386 3.419504 3.388283
2459656 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
2459655 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.333829 -0.036725 0.360091 2.536007 0.307038 0.668895 -0.703096 0.439803 0.0307 0.0310 0.0016 nan nan
2459653 digital_ok 100.00% 22.16% 27.57% 0.00% 100.00% 0.00% 44.402067 60.592830 4.723407 9.471653 16.137663 27.286674 51.489297 252.286344 0.4549 0.4492 0.2204 3.373196 3.052285
2459652 digital_ok 100.00% 23.78% 13.51% 0.00% 100.00% 0.00% 59.755346 57.510141 7.642677 10.796250 20.076944 23.627037 92.634000 239.984880 0.4474 0.4745 0.2337 4.554492 5.450858
2459651 digital_ok 100.00% 13.02% 11.40% 0.00% 100.00% 0.00% 66.003297 53.982174 11.046834 12.040039 12.939757 14.053759 12.619270 15.515991 0.6968 0.7220 0.0888 38.918671 40.584332
2459650 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 40.159739 48.727369 9.220963 12.974485 28.207277 39.067278 19.675894 22.738464 0.6541 0.6456 0.1731 8.795282 7.325599
2459649 digital_ok 100.00% 16.75% 27.55% 0.00% 100.00% 0.00% 43.795006 65.418368 5.080668 12.032739 11.121130 13.170704 10.959958 16.021890 0.4893 0.4626 0.1952 3.511651 3.247057
2459648 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 digital_ok 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 3.117209 3.117209 1034.679976 1034.679976 31035.140555 31035.140555 9.190581 9.190581 0.2084 0.2084 0.0000 0.044572 0.044572
2459646 digital_ok 100.00% 25.93% 55.16% 0.00% 100.00% 0.00% 39.329364 67.305843 6.098519 16.300790 11.179003 32.678642 22.345618 161.327144 0.4402 0.4023 0.1745 4.207000 3.049134
2459645 digital_ok 100.00% 17.30% 16.22% 0.00% 100.00% 0.00% 47.282808 42.390630 8.451455 11.752299 13.015941 18.194104 16.448908 22.825105 0.5264 0.5851 0.1295 4.999728 5.521059
2459642 digital_ok 100.00% 78.39% 64.34% 0.00% 100.00% 0.00% 60.299220 58.816910 10.491846 16.311078 19.352677 24.439821 72.172812 69.981422 0.3699 0.3862 0.1179 3.689935 3.129646
2459641 digital_ok - 34.23% 48.32% 0.00% - - nan nan nan nan nan nan nan nan 0.5578 0.5088 0.0198 nan nan
2459640 digital_ok 100.00% 83.24% 73.51% 0.00% 100.00% 0.00% 67.754100 75.612193 10.033078 15.373285 18.796824 25.014569 73.603718 56.453852 0.3429 0.3713 0.1133 3.345339 2.957028
2459639 digital_ok 100.00% 38.41% 72.99% 0.00% 100.00% 0.00% 39.724993 65.661079 6.936061 16.250746 10.024408 17.070472 6.876886 33.177717 0.4245 0.3762 0.1586 3.408194 2.581643
2459638 digital_ok - 2.70% 2.16% 0.00% - - nan nan nan nan nan nan nan nan 0.5219 0.5527 0.1601 nan nan
2459637 digital_ok 100.00% 51.35% 81.08% 0.00% 100.00% 0.00% 47.900035 60.165082 8.819401 15.045703 11.872583 27.253048 28.589485 76.056319 0.4001 0.3617 0.1574 3.637568 2.746735
2459636 digital_ok 100.00% 45.41% 69.19% 0.00% 100.00% 0.00% 49.016840 47.032277 8.252860 11.293735 12.290127 22.583478 26.308965 153.256900 0.3991 0.3828 0.1692 3.943164 3.002849
2459635 digital_ok 100.00% 83.79% 81.09% 0.00% 100.00% 0.00% 69.721992 65.693682 10.035485 13.491134 24.715188 31.179041 55.868909 101.979718 0.3345 0.3554 0.1033 3.463802 3.093460
2459634 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 86.67% 2.598303 2.598303 2.603630 2.603630 1.982481 1.982481 1.902001 1.902001 1.0000 1.0000 0.0000 0.005634 0.005634
2459633 digital_ok 100.00% 88.11% 52.46% 0.00% 100.00% 0.00% 64.341482 49.263492 10.423440 11.308988 22.239697 34.260114 46.415133 69.396477 0.3313 0.3924 0.1806 3.142146 3.574690
2459632 digital_ok 100.00% 81.08% 65.95% 0.00% 100.00% 0.00% 60.794358 58.272843 8.313343 11.392085 16.593419 22.157743 60.638435 111.030069 0.3540 0.3822 0.1489 2.919295 2.953010
2459631 digital_ok 100.00% 79.46% 79.46% 0.00% 100.00% 0.00% 72.856086 90.894658 10.544433 18.059237 15.109661 18.846009 51.819784 21.583716 0.3576 0.3690 0.1294 3.410639 3.330540
2459630 digital_ok 100.00% 77.31% 74.61% 0.00% 100.00% 0.00% 77.957006 91.249078 8.372822 14.990449 20.276414 33.092282 42.333438 30.627549 0.3633 0.3741 0.1176 3.941456 3.935419
2459629 digital_ok 100.00% 63.26% 57.32% 0.00% 100.00% 0.00% 67.087980 81.535181 10.841775 17.055707 15.658506 26.747677 33.909347 36.271179 0.3885 0.3929 0.1349 4.165251 4.252487
2459628 digital_ok 100.00% 81.62% 59.46% 0.00% 100.00% 0.00% 61.577987 57.730675 8.149386 11.282983 13.632025 21.015981 21.969044 22.213771 0.3480 0.3761 0.1262 2.643115 2.708623
2459627 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 3.817932 3.817932 3.830704 3.830704 3.494452 3.494452 3.142130 3.142130 1.0000 1.0000 0.0000 0.151863 0.151863
2459626 digital_ok 100.00% 65.42% 22.74% 0.00% 100.00% 0.00% 55.400801 46.022036 7.090712 9.228930 13.077561 13.420806 2.655975 3.233265 0.3926 0.4508 0.1751 2.929084 3.243198
2459625 digital_ok 100.00% 72.45% 55.16% 0.00% 100.00% 0.00% 57.471061 58.987214 8.413421 10.602385 16.166480 28.926228 23.757828 78.454925 0.3800 0.4140 0.1767 3.134308 3.080419
2459624 digital_ok 100.00% 72.97% 37.30% 0.00% 100.00% 0.00% 68.971754 66.361286 7.595211 9.975436 26.840818 34.845596 15.697375 24.061567 0.3781 0.4264 0.1678 3.697216 4.171379
2459623 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 digital_ok 100.00% 66.49% 38.92% 0.00% 100.00% 0.00% 67.349253 53.874985 15.187886 14.886558 11.634257 14.020554 40.594595 58.444376 0.3886 0.4289 0.1904 0.000000 0.000000
2459621 digital_ok 100.00% - - - 100.00% 0.00% 65.693209 61.333746 11.247294 14.891566 21.658854 26.081253 25.180244 28.141174 nan nan nan 0.000000 0.000000
2459620 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.391941 -0.460134 0.244422 2.328413 -0.570388 0.155570 -0.443821 1.286671 0.0330 0.0337 0.0027 nan nan
2459619 digital_ok 100.00% 67.57% 77.30% 0.00% 100.00% 0.00% 45.721786 62.237248 6.696910 12.990267 15.172736 23.725274 14.823516 50.963510 0.3922 0.3506 0.1795 0.000000 0.000000
2459618 digital_ok 100.00% 49.70% 76.23% 0.00% 100.00% 0.00% 55.085918 73.732968 7.664357 14.513717 14.006844 25.065171 10.974311 36.854071 0.4183 0.3639 0.1753 4.097012 3.172111
2459617 digital_ok 100.00% 42.68% 71.37% 0.00% 100.00% 0.00% 44.175325 63.577682 7.135793 14.595250 14.279432 26.322858 8.642139 14.440711 0.4286 0.3858 0.1676 4.393733 3.611603
2459616 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
2459615 digital_ok 100.00% 45.41% 50.81% 0.00% 100.00% 0.00% 52.599714 64.896972 6.104174 11.697631 17.787060 26.538689 22.806636 55.475185 0.4170 0.4137 0.1825 0.000000 0.000000
2459614 digital_ok 100.00% 67.53% 25.93% 0.00% 100.00% 0.00% 64.192506 52.226110 8.964130 10.368533 14.585052 15.666684 63.746652 69.703688 0.3874 0.4517 0.1934 0.000000 0.000000
2459613 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 251.644190 251.787338 inf inf 90.945159 100.250471 1224.661595 1272.061437 nan nan nan 0.000000 0.000000
2459611 digital_ok 100.00% 36.57% 70.74% 0.00% 100.00% 0.00% 48.335342 69.996246 5.471241 11.561632 16.732592 35.900917 51.298841 171.124886 0.4395 0.4074 0.1832 3.669356 2.951013
2459610 digital_ok 100.00% 44.30% 16.75% 0.00% 100.00% 0.00% 55.766346 58.174467 7.877165 11.748752 22.568166 31.723231 15.488167 28.345722 0.4524 0.4946 0.1612 3.611456 3.907908
2459609 digital_ok 100.00% 34.59% 64.32% 0.00% 100.00% 0.00% 58.393617 81.025657 8.947283 16.205634 10.472142 19.753613 13.010472 13.827664 0.4612 0.4157 0.1745 4.183404 3.174756
2459608 digital_ok 100.00% 25.39% 64.83% 0.00% 100.00% 0.00% 46.473094 70.174359 9.940508 20.444891 11.677302 33.082970 15.692198 65.148638 0.4555 0.4088 0.2146 3.515865 2.616729
2459607 digital_ok 100.00% 66.49% 75.14% 0.00% 100.00% 0.00% 36.195931 37.754938 5.566688 7.433372 7.145011 10.059654 9.995019 65.143372 0.2798 0.2560 0.1287 4.011784 3.801120
2459605 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.696635 -0.616443 0.619119 0.026211 -0.741130 0.212467 -1.353081 0.548618 0.0271 0.0252 0.0013 nan nan
2459604 digital_ok 100.00% 51.32% 59.97% 0.00% 100.00% 0.00% 55.424073 82.826991 9.669961 21.473943 29.736888 32.760685 27.621341 46.234277 0.4806 0.4543 0.1405 3.696955 3.196079
2459603 digital_ok 100.00% 9.19% 16.22% 0.00% 100.00% 0.00% 49.519318 84.787075 8.860613 22.260522 4.190203 8.511699 1.364067 2.175212 0.5746 0.5655 0.1560 6.046612 6.357664
2459602 digital_ok 100.00% 28.09% 47.54% 0.00% 100.00% 0.00% 50.470399 79.744076 10.675219 24.077274 8.487156 16.440244 5.165094 9.327129 0.4578 0.4450 0.1865 3.482393 3.172916
2459598 digital_ok 100.00% 12.43% 44.32% 0.00% 100.00% 0.00% 46.008579 71.991946 7.356183 18.104067 13.276457 28.022099 11.160266 50.057810 0.4829 0.4435 0.2014 4.211106 3.813509
2459597 digital_ok 100.00% 37.82% 7.56% 0.00% 100.00% 0.00% 56.342960 42.876491 10.323304 10.156204 13.820799 17.720155 21.443926 18.719815 0.4641 0.5210 0.2160 2.724972 3.050440
2459596 digital_ok 100.00% 4.86% 0.54% 0.00% 100.00% 0.00% 42.815563 37.995272 6.601521 8.301785 12.054661 15.445352 12.497084 47.260454 0.5007 0.5377 0.2503 3.394642 3.523842
2459595 digital_ok 100.00% 16.22% 7.03% 0.00% 100.00% 0.00% 50.844698 42.200686 7.785584 9.449780 13.303565 16.187847 14.446203 18.754029 0.5938 0.6247 0.1593 4.129604 4.438270
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.302758 7.362039 8.498764 29.926689 4.761123 84.490984 9.797418 46.477619 0.6519 0.6254 0.2039 13.380566 9.345729
2459593 digital_ok 100.00% 7.02% 0.00% 0.00% 100.00% 0.00% 41.158671 32.606976 7.055424 7.959107 19.628251 32.232387 22.091069 62.852685 0.5437 0.5844 0.2099 4.302896 4.182555
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.373488 -1.058045 0.127279 0.757918 -1.059339 0.906105 -1.937767 0.015089 0.0307 0.0323 0.0028 nan nan
2459591 digital_ok 100.00% 13.51% 0.54% 0.00% 100.00% 0.00% 54.478736 42.640998 10.000903 9.271606 15.738869 22.490182 22.570188 59.788015 0.4821 0.5467 0.2885 2.621778 2.910611
2459590 digital_ok 100.00% 27.03% 34.05% 0.00% 100.00% 0.00% 57.737897 58.691697 9.160879 12.730075 25.614854 38.815015 38.966889 91.189759 0.4751 0.5030 0.2837 3.625499 3.459916
2459589 digital_ok 100.00% 23.23% 38.36% 0.00% 100.00% 0.00% 58.032076 59.251876 9.799003 14.244861 20.841790 28.896961 19.760236 23.013227 0.5156 0.4995 0.1510 3.934352 3.437394
2459588 digital_ok 100.00% 1.08% 35.12% 0.00% 100.00% 0.00% 32.164900 57.072959 9.121686 21.791330 18.712472 28.686446 16.257989 20.249040 0.5721 0.5117 0.1566 4.260539 3.102173
2459587 digital_ok 100.00% - - - 100.00% 0.00% 52.455943 82.245392 13.577435 29.764388 2.297025 4.250505 23.539934 34.853052 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 22.16% 48.65% 0.00% 100.00% 0.00% 34.856755 67.592542 1.339294 4.605700 8.018748 13.282831 34.181506 46.057688 0.5083 0.4608 0.2280 4.129361 4.727864
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.803704 -1.118183 -0.759810 0.620036 -0.807122 0.208616 -1.241245 0.253329 0.0325 0.0322 0.0009 0.000000 0.000000
2459584 digital_ok 100.00% 40.22% 25.81% 0.00% 100.00% 0.00% 69.063454 70.759268 9.933308 11.238188 18.606363 10.605186 15.356868 52.229619 0.4383 0.4652 0.2318 8.714254 5.623268
2459583 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
2459582 digital_ok 100.00% 56.22% 50.81% 0.00% 100.00% 0.00% 49.165555 68.104592 3.093306 5.284005 27.572303 28.404318 28.085346 52.550261 0.4620 0.4484 0.2185 2.968056 3.297037
2459581 digital_ok 100.00% 49.19% 51.89% 0.00% 100.00% 0.00% 70.795969 88.586983 3.764782 5.363370 14.536846 26.020011 24.045043 83.795865 0.4456 0.4602 0.2064 2.426530 2.094179
2459580 digital_ok 100.00% 36.74% 17.29% 0.00% 100.00% 0.00% 53.679915 53.779890 3.983248 3.878838 15.230097 18.902324 45.629881 99.438416 0.4538 0.5031 0.2457 3.815931 4.595274
2459579 digital_ok 100.00% 28.63% 57.27% 0.00% 100.00% 0.00% 50.049769 74.534006 3.821976 7.819222 27.781405 18.797476 24.124659 11.521420 0.4671 0.4352 0.2150 3.518032 3.036731
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.099758 -0.049468 -0.729732 -0.737691 -0.069726 -0.411844 -0.612961 0.015700 0.0335 0.0341 0.0012 nan nan
2459577 digital_ok 100.00% 25.97% 31.93% 0.00% 100.00% 0.00% 62.704705 70.029190 2.708216 3.881708 22.232431 21.008783 31.858882 108.610842 0.4668 0.4752 0.2028 3.473617 3.572570
2459576 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
2459575 digital_ok 100.00% 7.02% 8.64% 0.00% 100.00% 0.00% 46.886172 60.100170 2.079590 3.800897 10.275542 14.236007 4.516415 5.907815 0.5972 0.5774 0.1871 2.714267 2.395649
2459574 digital_ok 100.00% 23.81% 49.78% 0.00% 100.00% 0.00% 41.326208 65.029592 1.665838 4.642563 9.393395 18.356096 16.779002 36.292852 0.5007 0.4566 0.2178 3.421337 2.995380
2459573 digital_ok 100.00% 14.60% 36.24% 0.00% 100.00% 0.00% 47.515539 66.994442 3.879054 7.085654 25.998718 27.649009 13.851522 30.246570 0.4796 0.4713 0.2173 8.418577 4.468821
2459572 digital_ok 100.00% 4.32% 31.89% 0.00% 100.00% 0.00% 44.842758 69.515248 1.813270 4.824385 6.687177 9.844895 4.583905 12.080186 0.5065 0.4758 0.2161 4.249109 4.130334
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.080927 -0.090863 -0.678491 -0.767899 -0.793542 0.021906 -0.743622 0.019781 0.0355 0.0378 0.0024 nan nan
2459570 digital_ok 100.00% 25.41% 49.73% 0.00% 100.00% 0.00% 47.729819 85.007919 9.647538 14.472277 2.390790 2.424563 14.582806 31.207754 0.5230 0.4949 0.2327 0.000000 0.000000
2459569 digital_ok 100.00% 6.49% 22.73% 0.00% 100.00% 0.00% 36.342382 50.211282 1.590264 3.725829 9.397407 11.592114 8.457136 15.323210 0.6603 0.6299 0.1594 7.462619 6.654025
2459566 digital_ok 100.00% 2.16% 8.65% 0.00% 100.00% 0.00% 42.421613 42.260901 2.364919 2.853964 12.010175 18.481325 19.725970 32.272860 0.5204 0.5472 0.2864 0.000000 0.000000
2459565 digital_ok 0.00% - - - 93.33% 0.00% 1.074879 1.074879 0.972728 0.972728 0.664032 0.664032 0.146470 0.146470 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.799568 34.300243 0.977240 3.079046 1.605681 -0.996026 18.957458 21.645024 0.6524 0.5871 0.3838 4.569439 4.685107
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.853716 37.372817 2.477278 5.085869 9.359927 8.134918 27.660606 14.560019 0.6338 0.5881 0.3662 2.620464 2.232928
2459562 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.256340 21.798418 -0.074630 1.194398 4.907003 3.039137 26.869491 15.109590 0.6164 0.6105 0.3584 4.488699 4.311161
2459561 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.059822 27.745718 -0.365885 1.187311 1.547144 -1.115956 6.132674 4.586048 0.6356 0.5923 0.3523 4.293958 3.178742
2459560 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.010512 26.381914 0.104785 1.235008 -0.469087 -0.445072 7.819646 7.403806 0.6252 0.5810 0.3373 5.611675 4.858711
2459559 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.030217 31.341021 -0.362791 1.422249 -0.113634 -0.098076 17.705192 9.702952 0.6448 0.5842 0.3607 4.260682 4.963431
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.065226 25.513993 0.025184 1.242383 1.968967 13.735494 11.356742 77.196938 0.6544 0.6237 0.3886 7.331025 6.220409
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0313 0.0322 0.0012 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.940772 17.975002 -0.071977 1.089533 2.640239 12.876541 29.075265 156.683889 0.6396 0.6298 0.4014 7.364327 6.616494
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6467 0.6120 0.3846 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6474 0.6078 0.3824 nan nan
2459552 digital_ok 100.00% 1.62% 0.00% 0.00% 100.00% 0.00% 53.117678 45.009133 3.853172 3.435446 13.702906 17.076848 17.055957 57.291219 0.5333 0.5785 0.2741 1.830228 1.721080
2459551 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 28.486016 22.918928 1.192942 1.388675 -0.674959 -0.415740 8.702824 17.330061 0.5286 0.5952 0.2808 5.054237 5.298479
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0307 0.0323 0.0015 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 41.330050 34.913116 2.730830 2.450848 9.284872 6.962073 23.010109 15.981528 0.5266 0.5899 0.2787 3.943398 4.350835
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 53.038199 40.492220 6.559781 5.355983 0.344415 0.183494 20.264047 34.254996 0.5951 0.6724 0.2615 4.168802 5.029079
2459541 digital_ok 100.00% 1.34% 1.79% 0.00% 100.00% 0.00% 46.280318 37.877291 3.097026 3.516483 4.630423 5.305697 12.909569 10.294816 0.5953 0.6479 0.2392 2.157212 2.215270
2459540 digital_ok 100.00% 0.45% 0.00% 0.00% 100.00% 0.00% 33.591676 27.704426 0.330260 0.497314 8.412147 1.586323 27.638246 16.855536 0.6234 0.6581 0.2847 3.554497 3.857576
2459536 digital_ok 100.00% 5.93% 0.00% 0.00% 100.00% 0.00% 73.756010 50.212875 5.565429 3.422159 13.093836 12.753122 34.093090 37.096246 0.5455 0.6078 0.3248 0.000000 0.000000
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.819912 21.413497 0.275191 0.543936 10.017167 1.918929 45.071812 35.124887 0.6587 0.6877 0.3159 1.012566 1.023000
2459534 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.039583 25.391310 -0.142229 0.344117 8.870063 0.424580 62.242331 11.616784 0.6807 0.6597 0.3201 0.850991 0.852012
2459533 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
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 43.420633 44.876298 2.347235 2.870036 32.538631 10.508138 50.115836 28.052023 0.5862 0.6184 0.3425 1.685966 1.531727
2459530 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.193257 27.313471 -0.523877 0.751379 0.116468 -0.444490 20.455391 8.877824 0.6867 0.6196 0.3985 0.873731 0.871280
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 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
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 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
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.262629 -0.005829 -0.724152 -0.511116 0.427709 0.125097 -0.818246 -0.325052 0.0363 0.0392 0.0018 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.645524 16.576915 -0.464052 2.206870 1.136632 23.027488 1.658534 55.522976 0.9025 0.9407 0.1687 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.828529 45.865904 -0.227076 5.266897 1.833624 4.416179 12.740203 16.806118 0.8856 0.7683 0.2227 27.733945 29.812517
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.053666 23.140290 0.052666 5.651053 5.168803 10.922107 131.058267 194.903293 0.0645 0.0792 0.0060 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 190: 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
190 N15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 111.573725 24.761935 53.486866 34.143157 3.671111 34.581619 34.290291 2.415007 111.573725

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 117.824464 21.529234 30.245847 64.693338 5.349308 30.666431 14.746920 7.263022 117.824464

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 59.414589 22.104554 35.296699 47.126907 3.501854 26.062767 10.674014 26.593221 59.414589

Antenna 190: 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
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 115.428841 29.598178 20.152749 4.525262 62.673943 10.948990 22.370128 115.428841 5.636942

Antenna 190: 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
190 N15 digital_ok nn Power inf 270.021459 269.726181 inf inf 1174.194671 1153.696915 4331.385051 4321.783432

Antenna 190: 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
190 N15 digital_ok nn Power 74.019341 42.853220 28.701999 5.392009 74.019341 13.349835 26.202208 56.133123 14.592606

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 72.576285 27.145975 42.774383 52.786681 3.146374 40.958740 18.763910 6.828784 72.576285

Antenna 190: 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
190 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 111.709248 24.963224 31.911788 55.073558 2.620496 25.242814 14.194252 23.131713 111.709248

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 135.991667 25.422852 55.179041 40.438149 3.684478 59.100220 34.495265 2.987028 135.991667

Antenna 190: 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
190 N15 digital_ok nn Power 54.762383 30.853087 24.192282 3.300218 54.762383 16.146521 21.581853 50.176213 14.867043

Antenna 190: 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
190 N15 digital_ok nn Power 53.395644 20.358483 23.410496 53.395644 2.465039 27.460354 11.181476 19.531586 41.747322

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 127.721901 26.267646 21.776345 3.322701 67.843214 15.284295 23.800029 127.721901 19.730520

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 149.720412 25.420413 34.534635 56.267175 2.936440 26.840245 15.643664 18.862744 149.720412

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 226.592081 40.996664 24.507828 5.568268 56.342900 14.284826 32.135278 226.592081 29.185147

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 128.621991 26.806551 19.109275 3.331524 56.022457 18.734906 33.536493 128.621991 13.407516

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 94.790419 46.618417 26.017823 2.811665 41.757954 17.845637 39.798180 94.790419 3.688213

Antenna 190: 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
190 N15 digital_ok nn Power 71.846020 42.908695 22.401262 8.144603 71.846020 17.331088 31.326950 54.011785 2.919500

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 87.391553 36.059131 63.274389 64.547397 6.422338 46.707514 25.778351 10.085135 87.391553

Antenna 190: 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
190 N15 digital_ok nn Power 69.735929 33.029547 51.270326 69.735929 4.411344 48.926152 20.381084 24.350114 54.357990

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 147.056718 29.392307 42.601244 70.982586 5.257262 52.163051 26.214180 9.880063 147.056718

Antenna 190: 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
190 N15 digital_ok nn Power 56.700325 46.316140 29.631959 3.834755 56.700325 11.972098 33.698236 25.597069 15.649808

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 332.034397 31.739477 45.787892 69.690388 4.615666 50.081818 25.429025 15.362640 332.034397

Antenna 190: 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
190 N15 digital_ok nn Power 71.382129 21.434459 35.558254 71.382129 5.460940 43.404279 17.076715 1.497568 39.349200

Antenna 190: 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
190 N15 digital_ok nn Power 70.320745 35.485642 28.982339 5.047479 70.320745 18.049492 47.523892 32.283094 1.008453

Antenna 190: 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
190 N15 digital_ok ee Shape 45.955861 25.483855 45.955861 21.203897 4.162883 22.381124 13.048075 5.017244 20.074789

Antenna 190: 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
190 N15 digital_ok ee Shape 40.773551 23.591588 40.773551 10.681536 1.016143 12.628239 2.779946 3.345988 17.635070

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 39.114978 7.749193 3.967148 1.688194 7.640890 15.582637 16.165603 39.114978 1.575664

Antenna 190: 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
190 N15 digital_ok ee Shape 37.118481 16.754316 37.118481 13.258986 2.329699 22.025435 10.790326 2.899639 27.070289

Antenna 190: 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
190 N15 digital_ok ee Shape 67.981310 67.981310 25.534850 1.022020 10.105285 23.418579 37.400874 16.564131 2.618322

Antenna 190: 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
190 N15 digital_ok nn Power 91.122974 27.508827 46.831340 91.122974 12.454956 19.826860 8.617943 10.158782 65.485054

Antenna 190: 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
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 114.745699 16.320050 33.031694 34.824308 5.206841 3.890334 2.050083 4.727050 114.745699

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 107.395863 25.719402 52.765288 60.217659 9.595665 13.024449 19.090501 6.026788 107.395863

Antenna 190: 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
190 N15 digital_ok nn Power 76.558039 29.348718 53.488474 76.558039 10.004652 16.622066 17.977166 5.146134 32.218623

Antenna 190: 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
190 N15 digital_ok ee Shape 45.481475 45.481475 38.402336 9.004867 10.955100 6.742043 4.217257 16.233193 6.373005

Antenna 190: 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
190 N15 digital_ok nn Shape 42.251015 38.390152 42.251015 5.145311 7.128419 8.265707 2.127157 24.336392 7.832869

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 84.277493 45.746734 33.678006 7.650447 4.617566 6.529695 8.478342 84.277493 48.959282

Antenna 190: 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
190 N15 digital_ok nn Shape 86.482438 86.482438 55.140329 21.823132 12.472231 6.835644 6.028529 15.054063 6.810252

Antenna 190: 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
190 N15 digital_ok ee Shape 47.554616 47.554616 31.547414 6.523752 6.238113 11.712400 2.863847 34.398199 9.554307

Antenna 190: 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
190 N15 digital_ok ee Shape 52.768526 34.569997 52.768526 7.993473 8.480600 2.955014 4.722895 29.423970 46.326114

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 79.216128 52.348936 43.157482 9.254112 11.313690 14.871802 22.733220 70.402816 79.216128

Antenna 190: 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
190 N15 digital_ok ee Shape 19.807993 19.807993 17.705965 2.910620 3.914836 0.119814 4.159596 13.514424 14.000158

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 112.081264 36.674304 35.649238 4.833764 6.546120 6.224228 21.655551 38.296734 112.081264

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 34.510899 26.193268 23.403051 6.348818 4.534940 3.436924 1.398477 34.510899 22.021161

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 242.822079 32.814531 58.062160 4.245388 8.890039 8.356438 36.567597 69.978299 242.822079

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 308.351872 42.953871 35.491775 5.013441 6.346223 21.916868 30.235160 168.607495 308.351872

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 50.738408 38.144653 40.247105 6.763581 4.651096 10.295205 4.749061 50.738408 27.450908

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 398.835038 47.091807 27.439716 10.959256 10.164293 21.148129 71.390568 118.262086 398.835038

Antenna 190: 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
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 258.669872 54.493231 70.268560 6.954155 10.562563 11.608898 28.853356 137.824548 258.669872

Antenna 190: 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
190 N15 digital_ok ee Shape 50.210700 50.210700 29.693899 7.430348 7.056505 33.688793 27.934478 16.526124 10.125294

Antenna 190: 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
190 N15 digital_ok nn Power 0.674792 -0.544872 -0.412531 -0.778054 0.674792 0.229245 -0.035706 -0.497884 0.467420

Antenna 190: 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
190 N15 Not Found nn Power 1.058829 -0.083848 -0.510945 1.058829 0.005410 -0.951241 -1.078287 -0.180439 0.024113

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 211.422575 61.544774 52.773308 9.201042 5.997263 37.967208 17.746586 211.422575 198.111404

Antenna 190: 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
190 N15 digital_ok nn Power 1.019030 -0.211631 -0.401449 -0.370326 1.019030 -0.533838 0.593126 0.178269 0.849925

Antenna 190: 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
190 N15 digital_ok ee Shape 59.949244 59.949244 57.006348 22.446440 25.293245 10.486478 17.220279 42.725531 43.769109

Antenna 190: 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
190 N15 digital_ok nn Power 1.398815 -0.219252 -0.654862 -0.029991 1.398815 0.670695 0.071761 -0.400912 -0.009088

Antenna 190: 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
190 N15 digital_ok nn Power 1.384187 -0.005561 -0.028557 1.384187 -0.425860 0.819420 0.020222 0.224774 -0.096952

Antenna 190: 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
190 N15 digital_ok nn Power 2.560457 -0.370004 -0.192550 -0.283694 2.560457 0.723557 -0.019309 -0.411471 0.558100

Antenna 190: 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
190 N15 digital_ok ee Shape 68.227332 68.227332 53.619890 19.554819 16.532879 14.993845 6.687643 48.592877 7.662063

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 32.239851 19.614625 19.596076 4.569117 3.103701 1.471960 3.510111 8.656055 32.239851

Antenna 190: 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
190 N15 digital_ok ee Temporal Variability 0.438093 -0.898786 -0.674573 0.385375 -0.860716 -0.006102 0.438093 0.288528 -0.339582

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.866102 -0.744181 -0.687292 0.265480 -0.958675 0.866102 -0.434954 0.141858 -0.369271

Antenna 190: 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
190 N15 digital_ok nn Power 0.787670 -0.247003 -0.612029 0.787670 -0.890937 0.644947 -0.105025 0.196800 -0.520399

Antenna 190: 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
190 N15 digital_ok nn Shape 81.997090 81.997090 74.520775 19.263051 13.782687 27.318474 27.360461 19.076416 27.270114

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.780464 -0.685034 -0.481230 -0.913018 0.387369 -0.546572 0.780464 -0.395958 0.041727

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.719709 -0.436256 -0.642292 0.606148 -0.713229 0.719709 0.248199 -0.025332 -0.688455

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.554956 -0.445766 -0.585251 0.197341 -0.717164 0.554956 -0.008594 0.401828 -0.517706

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.761892 -0.329615 -0.512146 0.600573 -0.690221 0.761892 0.548819 0.481988 -0.367121

Antenna 190: 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
190 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 100.326859 52.864075 97.332819 14.307284 28.439792 8.512057 8.301187 66.503359 100.326859

Antenna 190: 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
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 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
190 N15 digital_ok ee Temporal Variability 1.071608 -0.433675 -0.619282 0.336824 -0.844796 0.076474 1.071608 0.329388 -0.422002

Antenna 190: 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
190 N15 digital_ok ee Temporal Variability 1.139548 -0.489477 -0.703076 -0.720492 0.871179 1.139548 -0.589811 -0.430953 0.377875

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.504620 -0.436939 -0.625954 -0.705964 0.494607 0.405461 0.504620 -0.541114 0.436991

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 0.487138 -0.591549 -0.577657 -0.740730 0.308609 -0.019082 0.084275 -0.534927 0.487138

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 127.994858 40.790101 63.888052 10.487509 20.957200 14.657243 9.744090 127.994858 62.182687

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.636721 -0.681872 -0.586740 0.535412 -0.681530 0.636721 -0.362145 0.192367 -0.531899

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 53.974042 39.287965 24.675356 23.442139 14.455877 11.418608 4.874532 53.974042 26.761677

Antenna 190: 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
190 N15 digital_ok ee Shape -0.292830 -0.420017 -0.292830 -0.387531 -0.821526 -0.360630 -0.639403 -0.453890 -0.588898

Antenna 190: 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
190 N15 digital_ok ee Shape -0.140354 -0.337566 -0.140354 -0.759768 -0.757524 -0.601300 -0.544710 -0.412838 -0.628987

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 140.061549 41.063969 53.802077 12.386727 37.448965 8.723292 93.927060 63.355182 140.061549

Antenna 190: 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
190 N15 digital_ok nn Power 0.491705 -0.868117 -0.814066 0.491705 0.329178 0.418470 0.345945 -0.362720 -0.371226

Antenna 190: 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
190 N15 digital_ok nn Temporal Variability 0.218072 -0.281497 -0.136988 -0.719419 -0.684076 0.218072 -0.834880 -0.433285 -0.588830

Antenna 190: 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
190 N15 digital_ok nn Power 0.937929 -0.779942 -0.349732 0.937929 -0.552866 0.111096 0.148712 0.493179 -0.439303

Antenna 190: 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
190 N15 digital_ok nn Power 0.979974 -0.950554 0.150150 0.979974 -1.010796 -0.401154 -0.367456 0.137085 -0.769446

Antenna 190: 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
190 N15 digital_ok ee Shape 62.209422 62.209422 49.084919 6.019943 6.725515 18.066110 16.941404 25.859790 23.649696

Antenna 190: 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
190 N15 digital_ok ee Shape 40.827300 35.485502 40.827300 3.251034 1.799391 3.504303 23.096274 7.661751 38.802266

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 15745.351704 5054.480204 5054.480204 4741.987017 4741.987017 3209.392784 3209.392784 15745.351704 15745.351704

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 3592.018215 965.431610 965.431610 866.794570 866.794570 900.077520 900.077520 3592.018215 3592.018215

Antenna 190: 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
190 N15 digital_ok ee Temporal Discontinuties 2400.310919 743.978890 743.978890 716.484417 716.484417 723.266384 723.266384 2400.310919 2400.310919

Antenna 190: 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
190 N15 digital_ok nn Temporal Discontinuties 371.051664 66.192404 43.403259 13.341089 6.982889 9.795366 9.028016 371.051664 98.916665

Antenna 190: 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
190 15 digital_ok nn Shape 50.263062 31.668179 50.263062 9.744660 17.843429 14.269670 24.641890 16.061165 26.193647

Antenna 190: 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
190 15 digital_ok nn Temporal Variability 71.115353 19.814414 24.343499 4.871848 11.013676 9.319070 71.115353 8.211536 64.913316

Antenna 190: 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
190 15 digital_ok nn Shape 71.681599 61.779293 71.681599 7.997361 13.256458 11.463557 4.681406 5.946357 2.937473

Antenna 190: 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
190 15 digital_ok ee Shape 64.186576 64.186576 48.056154 8.474576 8.699422 16.147137 6.412159 48.655000 12.728122

Antenna 190: 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
190 15 digital_ok nn Shape 72.776037 28.971627 72.776037 2.425874 11.039134 10.219465 11.854646 68.307576 30.827394
In [ ]: