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 = "20"
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 20 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 20, Node N02:

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% 289.972793 290.016685 inf inf 10229.219854 10228.621000 4053.466492 4052.637490 nan nan nan 0.000000 0.000000
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.125524 0.314835 -0.096657 -0.200924 1.645285 0.603488 -0.001476 -0.808377 0.7634 0.6831 0.4890 2.787330 2.489974
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 18.42% -1.490652 0.253225 -0.638979 -0.805978 0.376025 0.943326 0.109522 0.535456 0.7611 0.6900 0.4735 4.112051 3.118623
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.14% -1.730683 1.742299 -0.182415 -0.923517 0.233288 0.029473 0.455933 -0.783571 0.7339 0.6216 0.4234 2.016808 1.839360
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.159364 -0.217282 -0.212737 -0.567380 1.798716 0.865975 0.591587 -0.848956 0.7555 0.6984 0.4606 3.150358 2.347131
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.161541 0.202631 -0.493629 -0.528509 1.826481 1.427197 0.481548 0.408043 0.7520 0.7035 0.4488 3.125881 2.412433
2459803 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -1.626638 0.475767 -0.596654 -0.126460 2.432172 1.401150 1.553207 -0.024821 0.7485 0.7108 0.4482 4.149547 3.070892
2459802 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.33% -1.675214 0.558106 -0.651610 -0.439412 1.793702 0.523372 -0.336542 -0.766451 0.7654 0.6151 0.5040 2.210204 1.980155
2459801 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 31.58% -1.326152 0.413243 -0.372905 -0.843226 1.898886 0.615767 0.648556 0.305219 0.7737 0.7042 0.4672 3.540033 2.396197
2459800 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
2459799 digital_ok 0.00% 0.00% 0.00% 0.00% 1.07% 2.14% -1.221252 1.570890 -0.087775 -0.336940 0.988861 0.637533 1.873995 -0.951499 0.7327 0.6181 0.4240 1.848396 1.703811
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -1.076291 0.201359 -0.298351 -0.690238 1.170271 1.450387 0.177257 -0.536605 0.7073 0.6775 0.4245 2.397347 2.454652
2459797 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.989896 0.048198 -0.580337 -0.608235 1.962677 1.650030 -0.221014 -0.801532 0.7098 0.6840 0.4175 2.051598 2.125765
2459796 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 50.00% -0.958851 0.233813 -0.869795 -0.422428 0.681040 1.408648 0.662727 0.645726 0.6981 0.6703 0.4017 0.989350 1.018260
2459795 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 18.42% -1.065802 -0.040855 -0.715083 -0.933302 0.061650 1.016930 0.202766 0.152886 0.6905 0.6642 0.3973 2.501809 2.491551
2459794 digital_ok 0.00% 0.00% 0.00% 0.00% 18.42% 36.84% -1.442469 -0.114430 -1.028281 -0.443852 1.319831 1.963338 -0.586160 -0.640080 0.6830 0.6558 0.4018 1.039282 1.013944
2459793 digital_ok 0.00% 0.00% 0.00% 0.00% 21.05% 2.63% -1.037493 -0.016215 -0.307013 -1.175389 -0.007151 0.819474 0.121164 0.254571 0.6737 0.6585 0.3996 1.347133 1.272092
2459792 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.785282 5.252512 -0.578331 10.248081 0.337351 9.729781 -0.412278 -1.184620 0.7331 0.6234 0.4149 4.523355 3.942723
2459791 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.161612 6.507947 -0.904691 12.356492 1.397215 11.414072 0.319959 -0.101048 0.6648 0.6453 0.3920 9.001033 10.259882
2459790 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.835110 10.861989 1.685716 11.987232 1.794882 16.814390 -0.646132 -1.311130 0.6570 0.6417 0.3953 3.096751 3.460853
2459789 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.480672 22.295827 15.124106 25.534940 20.422270 36.581173 -1.442060 1.852621 0.6205 0.5851 0.3938 19.015543 10.471895
2459788 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.993106 19.384436 15.797595 26.850124 22.351451 39.008087 -1.269653 -0.492458 0.6311 0.6000 0.3823 7.000057 5.710545
2459787 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.411854 18.793599 12.984087 22.679261 13.599585 25.414839 7.470072 9.971805 0.6136 0.5793 0.3885 6.207458 4.870320
2459786 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
2459785 digital_ok 0.00% 0.00% 0.00% 0.00% 1.60% 0.00% -1.380454 0.806111 -0.083551 1.955097 0.382772 0.637218 -0.833395 -0.917271 0.7315 0.6196 0.4159 1.599170 1.614156
2459784 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.602865 0.694377 -0.270911 0.472794 0.630265 -0.789568 2.072141 -0.994341 0.5639 0.5444 0.3423 1.774849 2.190590
2459783 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.679882 0.169479 0.125908 -0.318079 1.894679 -0.406873 0.001024 -0.144450 0.5658 0.5471 0.3255 1.883239 1.856724
2459782 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459781 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.282631 -0.471051 3.142204 0.009219 -0.079656 0.780624 0.252694 0.077227 0.6969 0.6624 0.3516 2.059069 1.977580
2459778 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.751893 0.242228 6.824378 -0.131362 1.352958 -0.303523 0.369759 0.052279 0.6801 0.6010 0.4008 3.087911 3.292427
2459776 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.593704 3.258480 6.274689 -0.770092 5.980846 0.115324 0.440898 0.396454 0.7016 0.6061 0.4137 3.355428 3.436745
2459774 digital_ok - 2.08% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6864 0.5991 0.3925 nan nan
2459773 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
2459772 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.365190 -0.463046 0.613201 -0.471929 0.582524 -0.659166 0.379115 -0.286692 0.5004 0.4759 0.2755 1.592473 1.674259
2459771 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 5.35% 0.209807 -0.050157 0.725797 -0.590825 1.018223 -0.744240 0.290651 -0.425512 0.7240 0.6097 0.4031 2.125608 1.900106
2459770 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
2459769 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.011272 1.360437 1.345787 0.388430 -0.517125 0.638011 0.277457 -0.678359 0.4967 0.4771 0.2977 1.643994 1.642197
2459768 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.561142 1.500473 1.953766 0.184343 2.242504 0.701447 0.385346 -1.099998 0.4987 0.4841 0.3013 1.612745 1.683347
2459767 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.594503 -0.288532 0.988924 -0.599350 1.774201 -1.080130 0.630172 -0.464142 0.5463 0.5222 0.2883 1.540381 1.587955
2459766 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.412179 -0.309263 1.011832 -0.685029 1.637102 -1.355225 0.288382 -0.574579 0.5142 0.4928 0.3050 1.496716 1.537515
2459765 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.330742 2.129268 2.410678 0.711053 0.024171 -0.924791 0.758280 -1.100836 0.5234 0.5015 0.3141 1.448922 1.598627
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% 0.285595 1.078396 1.324787 -0.430398 0.138252 -0.148677 -0.168168 -0.322819 0.7383 0.6540 0.4571 3.143749 2.864262
2459761 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.489503 1.464336 2.010620 0.174062 0.456671 0.329963 0.970346 -0.727376 0.5560 0.5304 0.3284 1.425878 1.576643
2459760 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.362688 2.135739 1.340720 0.365601 8.016638 0.864799 2.064919 -0.386811 0.5633 0.5415 0.3334 9.395285 9.682247
2459759 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.100260 0.900069 0.269077 0.592553 0.836101 0.261566 0.196772 -1.585743 0.0392 0.0826 0.0044 1.202161 1.189279
2459758 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.003334 0.268270 0.779005 -0.914591 0.737843 -0.944291 -0.040910 -0.616594 0.0576 0.0671 0.0079 1.161182 1.162253
2459757 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
2459755 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.345748 0.171395 0.943784 -0.943613 2.151026 -0.714582 -0.003232 -0.742558 0.0545 0.0597 0.0051 1.147700 1.146227
2459754 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.062705 0.113097 0.728627 -0.717636 2.090891 -1.012470 0.196006 -0.672325 0.0646 0.0613 0.0069 1.144321 1.142155
2459753 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.175023 0.310674 1.013758 -0.808027 0.780266 -0.504292 0.518564 -0.476047 0.0593 0.0621 0.0060 1.170229 1.164124
2459752 digital_ok 0.00% 51.61% 51.61% 0.00% 52.63% 0.00% 0.634899 1.906123 2.772737 0.608978 1.628023 -0.736071 0.988026 -0.264975 0.3883 0.3777 0.2228 0.612426 0.668833
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 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.004131 0.024372 0.894385 -1.004947 1.842784 -1.197891 0.585549 -0.600564 0.0673 0.0786 0.0080 0.941573 0.927467
2459748 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.267296 0.516376 1.071499 -0.675343 -0.030606 1.770676 0.401597 -0.907731 0.6410 0.6151 0.4071 1.520856 1.711594
2459747 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.669599 -0.151096 1.409545 0.178504 3.018814 -0.388237 2.459720 -1.413989 0.0336 0.0395 0.0022 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.500978 -0.347097 2.875411 0.491914 1.584019 6.899997 2.990038 -0.570585 0.0341 0.0453 0.0032 nan nan
2459745 digital_ok 0.00% 0.00% 0.00% 0.00% 21.05% 0.00% 0.347262 0.230443 0.699965 -0.661506 0.667256 -0.691079 0.470451 -0.550626 0.6675 0.6484 0.4039 1.563404 1.790671
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.651366 0.368433 1.692891 0.491546 1.300379 0.129726 27.264012 4.157153 0.0335 0.0371 0.0013 nan nan
2459743 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.004081 1.385768 2.234978 2.010209 1.727526 1.837728 0.648685 -0.617839 0.7255 0.6095 0.4061 2.045034 1.665406
2459742 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.759390 0.779783 2.737416 0.638084 0.865305 -0.769136 1.313001 -1.342970 0.0343 0.0367 0.0019 nan nan
2459741 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.333507 1.486254 3.131218 2.313388 1.122168 -0.020222 1.910688 -1.488216 0.0345 0.0394 0.0022 nan nan
2459740 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.650810 0.120663 3.593427 0.886764 1.124219 -0.251036 2.735987 -1.721092 0.0315 0.0323 0.0016 nan nan
2459738 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.117218 1.723477 1.967869 1.526110 1.990846 -0.004058 0.670248 -0.940627 0.7060 0.6825 0.4348 2.018081 2.692411
2459736 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 13.51% -0.221394 -0.059954 0.465791 -0.774086 0.792554 -0.513672 0.138307 -0.674652 0.7328 0.6183 0.4281 1.940711 1.935086
2459734 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.120005 0.229170 0.960212 0.839295 0.877516 -0.223694 1.231192 -1.058073 0.0392 0.0376 0.0037 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.849091 0.038215 0.991757 0.563339 0.772663 4.085362 1.863534 -0.829954 0.0353 0.0372 0.0028 nan nan
2459732 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.206130 -0.243133 1.184248 0.268892 1.741599 2.189753 1.912382 -1.181056 0.0353 0.0362 0.0032 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.295144 1.752473 1.668932 -0.146798 0.971805 5.713109 0.586579 -0.205693 0.7108 0.6908 0.4053 6.684844 8.026125
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.488099 -0.302906 1.180064 0.373576 2.049610 4.989154 1.960970 -0.791850 0.0333 0.0383 0.0016 nan nan
2459728 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.170583 -0.284822 1.431992 0.429677 -0.503763 1.414136 0.648130 -1.160454 0.0344 0.0430 0.0018 nan nan
2459726 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.088304 -0.340633 0.845037 0.231581 0.554076 0.952396 1.821661 -1.099199 0.0352 0.0353 0.0023 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.770719 -0.182172 1.234026 0.277914 0.422301 5.605775 2.810664 -0.820537 0.0352 0.0350 0.0014 nan nan
2459723 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.195394 -0.502537 0.785337 0.021799 -0.363852 0.396427 0.815311 -1.196506 0.0336 0.0345 0.0014 nan nan
2459722 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 8.65% 0.652013 0.837164 2.274051 -0.348078 1.643388 1.226264 0.913369 -0.777917 0.7218 0.6216 0.4371 3.160322 3.331547
2459720 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.037593 -0.501338 1.213256 0.176430 2.050344 -1.219548 1.370900 -0.888426 0.0334 0.0407 0.0024 nan nan
2459719 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.261800 -0.359118 0.690431 0.260513 0.411700 -0.581807 1.098269 -1.142148 0.0331 0.0384 0.0023 nan nan
2459718 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.756246 -0.019173 1.400496 0.440691 1.967919 -0.354118 1.442947 -1.430449 0.0389 0.0452 0.0029 nan nan
2459717 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.874877 0.031767 0.944904 0.078122 0.004971 -0.925499 1.286328 -1.239260 0.0343 0.0359 0.0016 nan nan
2459716 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.391082 -0.205641 0.850169 0.404397 2.598284 0.721642 1.696408 -1.246750 0.0365 0.0389 0.0026 nan nan
2459715 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 1.62% 0.190821 0.697116 1.634521 0.695052 0.906022 1.538309 0.287163 -1.233696 0.6975 0.6064 0.4399 2.223831 2.081629
2459713 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.788096 -0.236541 1.229754 0.589689 0.646385 1.328025 1.317316 -1.092808 0.0356 0.0439 0.0050 nan nan
2459712 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.024478 0.305701 2.057987 0.872431 0.953711 2.378770 1.711557 -0.227785 0.6127 0.5881 0.3671 3.902952 4.533884
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.249432 0.236830 0.130638 0.030626 1.547547 0.374695 3.354684 1.048265 0.0360 0.0391 0.0037 nan nan
2459710 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.477944 0.394353 -0.006234 0.461339 2.006543 -0.105542 0.380605 -1.065729 0.0359 0.0406 0.0029 nan nan
2459708 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.230464 1.075686 1.782076 -0.128186 0.816374 1.956288 1.062516 -0.757892 0.6986 0.6174 0.4220 0.000000 0.000000
2459707 dish_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.510451 0.626253 0.600294 -1.013478 0.340013 -1.331610 0.118136 -0.669834 0.0369 0.0360 0.0026 0.959807 0.978180
2459706 dish_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459705 dish_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459703 dish_ok 0.00% 100.00% 100.00% 0.00% - - 1.175505 0.208362 2.334838 0.824456 0.335794 -0.983413 3.069778 -1.465127 0.0320 0.0341 0.0027 nan nan
2459702 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.119124 3.137351 1.394162 0.725617 1.581209 -0.839115 1.748064 -0.542190 0.6453 0.6296 0.3486 4.898096 5.057060
2459701 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.074810 3.141886 1.043649 -0.305359 6.281977 -0.453693 0.694916 -0.567696 0.6549 0.6406 0.3417 4.931633 4.857762
2459697 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3377.632000 3377.632000 3181.711634 3181.711634 2492.596332 2492.596332 12517.801704 12517.801704 1.0000 1.0000 0.0000 1034.631744 1034.631744
2459696 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 756.243710 756.243710 687.553362 687.553362 720.392702 720.392702 2859.682456 2859.682456 1.0000 1.0000 0.0000 0.017611 0.017611
2459695 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 659.013486 659.013486 670.338043 670.338043 587.827720 587.827720 1878.447851 1878.447851 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 dish_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
2459693 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.620240 1.141860 1.435966 -0.029812 1.190940 -0.675740 2.466843 -0.160320 0.7050 0.6745 0.3057 4.134918 4.224787
2459692 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.796135 -0.081726 0.811201 -0.261587 1.436797 -0.410727 0.186568 -0.152734 0.7342 0.7499 0.2267 4.208358 4.243558
2459691 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.357208 -0.344150 32.178367 3.077032 0.132588 0.094726 3.768116 2.006947 0.5898 0.6047 0.3379 4.413599 4.766500
2459690 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.128318 -0.219962 34.930959 3.289260 1.679685 0.645188 4.646051 1.902377 0.6095 0.6181 0.3588 3.992473 4.293069
2459689 dish_ok 100.00% - - - - - 0.517622 -0.702794 25.558190 2.402507 8.185448 1.907782 2.646308 0.889886 nan nan nan nan nan
2459688 dish_ok 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 2.958725 3.042688
2459687 dish_ok 100.00% 99.46% 99.46% 0.00% - - 0.290288 -0.100967 29.601610 2.307853 2.090399 0.260339 6.987039 3.736523 0.1662 0.1682 0.0718 nan nan
2459686 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.243403 -0.580566 23.369352 1.792187 5.527111 0.921929 -0.417557 -0.653790 0.5997 0.6134 0.3489 2.814497 3.007225
2459685 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.145985 -0.634227 22.539032 1.681614 1.503660 1.159907 0.684729 -0.268613 0.6074 0.6165 0.3462 4.165922 3.947064
2459684 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.194457 -0.164990 28.644078 2.343967 5.780153 1.193278 0.863850 -0.109906 0.6016 0.6149 0.3511 2.702853 2.890208
2459676 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.667076 0.708681 33.608006 3.777527 7.676526 2.655267 1.243324 0.498712 0.6201 0.6320 0.3533 8.726596 10.280048
2459675 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.640401 0.586086 27.749632 2.466389 8.256456 1.830671 1.108124 0.515006 0.6262 0.6402 0.3492 3.931372 3.316575
2459674 dish_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
2459673 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.432853 0.680060 32.767386 2.900804 27.687772 2.646085 3.203259 0.330649 0.6436 0.6357 0.3619 0.000000 0.000000
2459672 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.014113 1.782609 29.316843 2.911443 2.712724 0.055411 0.292751 -0.251523 0.6288 0.6358 0.3464 0.000000 0.000000
2459671 dish_ok 100.00% 32.97% 32.97% 0.00% 100.00% 0.00% 0.696978 1.134366 28.598144 2.248995 5.963216 1.114788 4.429727 1.572909 0.4937 0.4853 0.2679 5.094470 5.725734
2459670 dish_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 dish_ok 100.00% 100.00% 100.00% 0.00% - - 5.133895 1.047623 16.451004 0.989650 0.078818 -0.915929 7.762279 0.418202 0.0279 0.0316 0.0043 nan nan
2459668 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.542205 0.568568 34.073978 3.207828 29.933723 3.280256 26.532109 4.057259 0.6760 0.6621 0.3397 3.810645 3.833336
2459665 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.961105 1.735907 30.157397 2.824120 2.915667 -0.688126 6.285156 2.329755 0.6424 0.6590 0.3570 4.052516 4.490637
2459664 dish_ok 100.00% 100.00% 100.00% 0.00% - - 1.047585 0.917528 25.859047 2.139027 0.763740 -1.013485 6.090449 -0.869202 0.0268 0.0345 0.0050 nan nan
2459663 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.792578 1.119654 53.101119 5.528588 43.930062 4.830842 4.569461 0.911774 0.6198 0.6247 0.3469 4.197761 4.997239
2459662 dish_ok 100.00% 100.00% 100.00% 0.00% - - 5.240876 1.126950 13.473552 0.673030 2.149190 -0.149460 8.021341 0.113117 0.0282 0.0323 0.0042 nan nan
2459661 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.069469 0.026924 40.447782 3.296314 18.625701 3.890628 25.266558 0.974101 0.6712 0.6663 0.3140 4.053046 4.447891
2459660 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.537255 -0.394214 37.103668 3.214285 17.925437 4.255169 6.909703 0.007755 0.6685 0.6572 0.3331 3.498900 3.446566
2459659 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.826381 -0.251605 30.799957 2.411284 19.295939 4.235314 7.360709 0.965366 0.6101 0.6226 0.3545 3.365676 3.568718
2459658 dish_ok 100.00% 0.64% 0.00% 0.00% 100.00% 0.00% 3.391558 -0.631856 26.247488 1.692832 13.364329 2.844780 7.017480 1.658862 0.6265 0.6404 0.3452 2.877033 3.120824
2459657 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.398376 -0.271208 34.738522 2.640960 14.149301 3.492604 32.767687 1.889122 0.6541 0.6443 0.3388 3.830428 3.893939
2459656 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.423204 -0.202476 25.066568 1.241649 11.322929 2.759814 3.838457 0.534160 0.6128 0.6303 0.3458 2.832992 3.012745
2459655 dish_ok 100.00% 100.00% 100.00% 0.00% - - 6.990192 1.479143 15.514018 0.881949 0.980395 -0.845194 6.307123 -0.642389 0.0290 0.0313 0.0033 nan nan
2459653 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.130207 -0.477890 25.979174 1.937973 13.860719 2.088330 0.943134 -0.398670 0.6174 0.6352 0.3530 3.155969 3.207756
2459652 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.118205 -0.077641 35.864113 3.244784 13.974766 2.851153 1.787086 -0.184896 0.6142 0.6285 0.3509 6.910242 7.593277
2459651 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.447643 -1.173635 32.817675 2.606777 23.617097 0.949348 49.179312 2.933326 0.8621 0.8619 0.1212 87.734295 51.004548
2459650 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.541480 -0.217076 32.076850 2.170561 31.681819 1.516339 60.682002 4.196055 0.7579 0.7435 0.2614 7.142922 6.091336
2459649 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.317169 -0.723275 27.691572 1.960484 6.968462 1.865012 6.220703 0.594014 0.6610 0.6620 0.3208 2.895570 3.110562
2459648 dish_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 dish_ok 0.00% 81.63% 81.63% 0.00% 100.00% 0.00% -0.494132 -0.494132 -0.496156 -0.496156 0.965213 0.965213 1.299842 1.299842 0.2084 0.2084 0.0000 0.070361 0.070361
2459646 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.148584 -0.796692 19.233398 2.529739 8.664632 2.384928 3.208023 0.042129 0.5958 0.6116 0.3293 3.654084 3.741219
2459645 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.865689 -0.246032 20.598129 2.789577 7.326202 2.359072 9.774546 2.159633 0.6814 0.7106 0.2606 6.269676 6.728083
2459642 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.575421 -0.987530 24.986770 2.948225 6.766192 1.984132 1.633645 0.034069 0.5866 0.6002 0.3291 3.406616 3.434269
2459641 dish_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4672 0.4611 0.0060 nan nan
2459640 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.412616 -0.686843 20.458078 2.808428 7.532607 -0.015732 0.919943 -0.227765 0.5880 0.5995 0.3220 4.372911 4.516804
2459639 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.933213 -0.615213 19.267051 2.445248 5.642462 0.392849 1.302816 -0.051516 0.5925 0.6039 0.3165 3.428503 3.396110
2459638 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7073 0.7159 0.2587 nan nan
2459637 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.204826 1.828373 24.465812 3.268451 6.408890 0.465698 0.441688 -0.209470 0.5767 0.5822 0.3212 3.500990 3.486637
2459636 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.188562 1.700448 23.533529 3.056763 3.080745 -0.002421 -0.584960 -0.664695 0.5787 0.5823 0.3219 3.746983 3.805523
2459635 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.246066 -0.703588 22.061035 2.752642 4.796006 1.826586 0.514405 -0.355643 0.5872 0.5991 0.3293 4.295061 4.339750
2459634 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.450104 1.450104 1.451870 1.451870 1.138015 1.138015 1.130564 1.130564 1.0000 1.0000 0.0000 0.085071 0.085071
2459633 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.349745 -0.808372 25.342509 3.103802 5.833512 1.673977 0.968326 -0.133738 0.5826 0.5990 0.3435 3.140589 3.554629
2459632 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.215150 -0.941718 21.512308 2.623044 3.372741 0.918857 0.162736 -0.349480 0.5868 0.6013 0.3420 3.510167 3.586373
2459631 dish_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
2459630 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.189628 -1.081942 21.065083 2.776608 5.977249 1.659554 1.472396 0.069701 0.5920 0.6071 0.3369 4.247346 4.335051
2459629 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.327297 -0.523438 24.923585 3.311626 3.827331 1.722918 2.211762 0.309441 0.6116 0.6196 0.3247 4.188106 4.607366
2459628 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.111699 -0.830293 20.249809 2.699106 1.722619 1.019870 1.311494 -0.024801 0.5901 0.6058 0.3450 3.128072 3.311342
2459627 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.942264 1.942264 1.951005 1.951005 2.055961 2.055961 2.019594 2.019594 1.0000 1.0000 0.0000 0.087788 0.087788
2459626 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.378209 -0.702654 17.941967 2.472375 5.156879 2.863831 5.839672 1.439165 0.6125 0.6280 0.3472 3.165249 3.404797
2459625 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.192084 -0.973740 21.105214 2.844528 4.307796 1.675372 0.028860 -0.461217 0.5868 0.5981 0.3488 3.122346 3.398650
2459624 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.316656 -1.113140 18.849473 2.522808 3.904306 2.211811 3.130154 0.154436 0.6021 0.6164 0.3390 3.506016 3.781287
2459623 dish_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.131407 -1.371218 37.082978 4.373728 2.664110 1.143884 0.273562 -0.433231 0.6095 0.6296 0.3585 0.000000 0.000000
2459621 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459620 dish_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459619 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.060186 -0.952362 21.474367 2.616837 3.632001 1.156790 0.338261 -0.401659 0.6070 0.6326 0.3479 0.000000 0.000000
2459618 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.176102 -1.153544 23.709101 3.413355 3.555301 1.496953 2.534611 -0.013876 0.6061 0.6282 0.3631 0.000000 0.000000
2459617 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.084533 -0.174787 20.137180 2.628410 5.473571 1.330409 2.468914 0.430261 0.6074 0.6334 0.3555 52.249187 35.570983
2459616 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.159302 -1.047635 33.051191 4.674739 6.045755 2.607162 1.230406 -0.187800 0.6209 0.6425 0.3581 0.000000 0.000000
2459615 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.014731 -1.323062 19.940984 2.806462 3.110400 0.674905 1.668816 -0.234616 0.5930 0.6139 0.3828 2.204073 0.980454
2459614 dish_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
2459613 dish_ok 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 dish_ok 100.00% 67.57% 67.57% 0.00% 100.00% 0.00% -0.047660 -0.653106 22.453706 3.594159 4.003936 2.900313 4.184845 0.434365 0.3553 0.3430 0.1838 0.000000 0.000000
2459611 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.056530 -0.836619 16.153807 2.005158 3.372506 0.508515 0.804562 0.014012 0.6332 0.6595 0.3479 3.375375 3.567167
2459610 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.230229 -1.139703 21.032912 2.614074 2.795016 1.010443 10.001069 0.756671 0.6929 0.7081 0.3001 4.040550 4.393519
2459609 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.369682 -1.491078 27.117140 3.259865 1.364843 1.700726 3.929461 -0.594117 0.6540 0.6710 0.3175 3.957398 4.350037
2459608 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 322.855007 322.992876 inf inf 57.640343 57.465627 663.814762 672.351802 nan nan nan 0.000000 0.000000
2459607 dish_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
2459605 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.697912 -0.618138 -0.239012 -1.327683 -0.221377 0.238709 -1.091916 0.182772 0.0310 0.0352 0.0034 nan nan
2459604 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.295581 -0.990850 25.225579 3.609362 6.830841 2.614102 7.964374 1.265374 0.6711 0.6826 0.3155 3.756538 4.023920
2459603 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.773002 -0.394007 26.163575 3.427106 0.967131 -0.157853 3.404340 -0.060307 0.7336 0.7410 0.3093 5.684703 5.030587
2459602 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.098056 -0.182064 31.930351 4.368361 1.198090 1.254518 1.355226 0.124257 0.6420 0.6699 0.3621 3.549196 3.777992
2459598 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.318082 0.500419 25.278968 3.613302 1.365725 0.673454 2.838648 -0.263037 0.6432 0.6579 0.3737 4.305676 4.096877
2459597 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 315.874502 315.173921 inf inf 42.409701 49.168194 826.174071 866.713560 nan nan nan 0.000000 0.000000
2459596 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.668513 -0.279533 23.407794 3.616956 1.976624 0.729028 3.019058 0.018308 0.6519 0.6643 0.3571 3.805721 3.668213
2459595 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 392.071343 392.986206 inf inf 32.636963 29.954254 197.534882 163.721731 nan nan nan 0.000000 0.000000
2459594 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 101.621633 103.146917 inf inf 29.645749 29.512614 105.267013 84.908697 nan nan nan 0.000000 0.000000
2459593 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 271.773587 272.082555 inf inf 70.634463 79.939457 431.883090 468.937085 nan nan nan 0.000000 0.000000
2459592 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.673225 -1.070033 3.984386 -0.343239 0.563266 -0.610715 -1.648043 -0.107172 0.0296 0.0313 0.0025 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.061713 -1.405930 31.128503 4.140748 1.679362 1.703037 1.072512 -0.626066 0.6530 0.6808 0.3827 3.287383 3.514170
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.311297 -1.333839 28.206414 4.280609 1.745643 1.199080 1.775302 -0.358132 0.6539 0.6787 0.3766 4.161705 4.076900
2459589 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 339.177528 338.562502 inf inf 57.642361 60.662620 435.888445 445.883224 nan nan nan 0.000000 0.000000
2459588 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.308338 -1.149469 30.937940 4.048738 11.960000 1.256456 12.887237 1.683602 0.7678 0.7563 0.2215 10.009845 6.884605
2459587 dish_ok 100.00% - - - 100.00% 0.00% 350.646372 351.180775 inf inf 103.075332 106.475685 557.408720 587.994017 nan nan nan 0.000000 0.000000
2459586 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.120637 -1.425344 2.557487 -0.925552 3.365907 -1.315069 0.829498 -1.033395 0.6637 0.6781 0.3687 3.779596 3.683584
2459585 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.910021 -0.481832 4.647195 -0.129337 3.578484 0.098729 0.909389 -0.127528 0.0322 0.0326 0.0014 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.981690 18.361967 7.263479 2.247061 37.474174 2.377513 -0.342996 -1.000267 0.6196 0.6394 0.3760 7.172328 6.184988
2459583 dish_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 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.463055 -1.128151 8.581961 -0.393448 1.224770 0.372272 -0.066501 -0.758463 0.6494 0.6768 0.3962 3.583330 3.687998
2459581 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.741930 -1.570975 10.082093 -0.861546 1.625287 -0.131520 0.301062 -0.740875 0.6406 0.6707 0.4066 3.539018 3.617661
2459580 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.651229 -1.291639 9.829476 -0.675651 0.657518 -0.610696 0.205952 -0.831197 0.6584 0.6839 0.3919 4.133242 4.136876
2459579 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.508059 -1.023957 11.507205 -0.168645 0.884360 -0.401448 0.632611 -0.470771 0.6542 0.6822 0.3944 3.779534 4.135812
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.446221 -0.394890 1.154078 -0.474815 1.132640 -0.535283 1.385698 -1.005709 0.0302 0.0333 0.0027 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.939113 -1.374730 9.387690 -0.474174 0.385107 -0.112072 0.406354 -0.612019 0.6591 0.6860 0.3928 3.490985 3.478957
2459576 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.747606 -0.967231 7.315617 -0.004494 2.886796 -0.265542 0.918282 -0.336713 0.6770 0.6994 0.3899 2.550271 2.526087
2459575 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.994662 -0.947342 6.959814 -0.273020 6.323447 -0.830136 11.924013 -0.253192 0.7397 0.7472 0.3404 0.000000 0.000000
2459574 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.381341 -1.174503 6.951005 -0.361670 2.491177 -0.180033 1.539374 -0.640538 0.6805 0.7032 0.3758 3.716378 3.541518
2459573 dish_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
2459572 dish_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
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.022600 -0.396104 1.011229 -0.651846 1.221020 -1.513985 1.225904 -1.014505 0.0312 0.0348 0.0030 nan nan
2459570 dish_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
2459569 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.281900 -0.995804 7.901195 -0.495435 11.394903 -0.666884 10.703947 -0.374922 0.7378 0.7484 0.2547 4.747482 4.314198
2459566 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.250767 -1.146659 9.231699 -0.623123 2.935743 0.271842 0.120564 -0.831260 0.6647 0.6866 0.4049 0.000000 0.000000
2459565 dish_ok 0.00% - - - 100.00% 0.00% 1.633766 1.633766 1.509412 1.509412 0.566250 0.566250 0.074197 0.074197 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.434380 1.678159 -3.846846 1.302226 -1.337703 -0.903377 -0.554723 -1.599868 0.6944 0.6913 0.3987 2.837237 2.556405
2459563 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.971012 5.437879 9.786916 20.658692 2.297735 11.680060 -0.075806 -1.733389 0.6762 0.6712 0.4052 3.200629 2.818714
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.800941 0.807264 -2.472093 0.174582 -1.440457 -1.328370 -0.642229 -1.334901 0.6880 0.6864 0.3916 3.207434 2.667125
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.403469 1.372968 -1.999835 0.733968 -1.322651 -1.227375 -1.073317 -2.220838 0.6907 0.6885 0.3886 3.781991 2.917380
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.338506 1.040822 -2.366639 0.520813 -1.081245 -0.596591 -0.732925 -1.706947 0.6856 0.6827 0.4016 3.934704 3.213479
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.502367 1.682689 -1.915335 0.982794 -1.317162 -0.011343 -0.700573 -1.495313 0.6881 0.6912 0.3941 2.728349 2.462688
2459558 dish_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
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0361 0.0324 0.0023 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.036778 6.026869 5.482753 11.037533 3.434891 10.440904 -1.565809 -2.938636 0.6914 0.6909 0.3904 2.741117 2.633678
2459554 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6844 0.6792 0.4118 nan nan
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6891 0.6839 0.4029 nan nan
2459552 dish_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
2459551 dish_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
2459550 dish_ok - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0446 0.0426 0.0009 nan nan
2459549 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.674582 5.343586 4.962729 11.360223 1.874952 12.057978 -0.714061 -2.420159 0.6826 0.6778 0.4140 2.588535 2.480684
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.806602 5.568924 10.260001 22.759768 -0.470099 0.895436 -0.952265 -1.913572 0.7477 0.7318 0.3726 3.187164 2.555617
2459541 dish_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
2459540 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.669795 2.210505 -0.761784 1.950516 -2.555817 0.367968 -1.135035 -1.061949 0.7449 0.7231 0.3679 3.028547 2.691168
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.142083 8.461828 9.002280 18.856781 8.363144 18.085235 -0.967124 -3.780016 0.7222 0.7203 0.4226 3.604170 3.381344
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673360 1.561617 -1.015350 1.661983 -3.134544 0.662941 -0.673322 -1.502971 0.7774 0.7459 0.3844 2.850243 2.729903
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.892528 1.165701 -1.611997 0.759581 -2.126004 -0.169234 1.829077 -1.474507 0.7588 0.7481 0.3679 6.615992 6.249973
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.698707 5.918123 5.218999 11.490249 2.195065 10.880400 -0.973565 -2.199259 0.7120 0.7061 0.4055 2.706298 2.639209
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.066812 6.949893 7.168083 14.769639 5.717575 13.219432 -0.401987 -2.041763 0.7044 0.7020 0.4036 2.950265 2.911165
2459530 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.404883 1.260329 -1.860383 0.643373 -2.147651 -0.796325 -0.704644 -1.511320 0.7323 0.7232 0.4043 2.637164 2.605068
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_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 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_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 dish_ok 100.00% 100.00% 100.00% 0.00% - - 1.788134 4.337912 1.115410 6.753593 0.732016 -0.040674 0.801757 -1.058134 0.0353 0.0338 -0.0003 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.563713 7.246303 4.268601 9.351603 4.513016 8.926593 3.719082 10.647829 0.8884 0.9000 0.2687 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.742968 4.326866 6.291653 10.993458 0.510244 4.560925 -0.199953 -0.948895 0.8840 0.8425 0.2242 7.320866 7.810432

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 20: 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
20 N02 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 20: 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
20 N02 digital_ok nn Power inf 290.016685 289.972793 inf inf 10228.621000 10229.219854 4052.637490 4053.466492

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.645285 0.314835 -1.125524 -0.200924 -0.096657 0.603488 1.645285 -0.808377 -0.001476

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 0.943326 0.253225 -1.490652 -0.805978 -0.638979 0.943326 0.376025 0.535456 0.109522

Antenna 20: 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
20 N02 digital_ok nn Shape 1.742299 -1.730683 1.742299 -0.182415 -0.923517 0.233288 0.029473 0.455933 -0.783571

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.798716 -1.159364 -0.217282 -0.212737 -0.567380 1.798716 0.865975 0.591587 -0.848956

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.826481 0.202631 -1.161541 -0.528509 -0.493629 1.427197 1.826481 0.408043 0.481548

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.432172 -1.626638 0.475767 -0.596654 -0.126460 2.432172 1.401150 1.553207 -0.024821

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.793702 0.558106 -1.675214 -0.439412 -0.651610 0.523372 1.793702 -0.766451 -0.336542

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.898886 0.413243 -1.326152 -0.843226 -0.372905 0.615767 1.898886 0.305219 0.648556

Antenna 20: 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
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 1.873995 1.570890 -1.221252 -0.336940 -0.087775 0.637533 0.988861 -0.951499 1.873995

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 1.450387 -1.076291 0.201359 -0.298351 -0.690238 1.170271 1.450387 0.177257 -0.536605

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.962677 0.048198 -0.989896 -0.608235 -0.580337 1.650030 1.962677 -0.801532 -0.221014

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 1.408648 -0.958851 0.233813 -0.869795 -0.422428 0.681040 1.408648 0.662727 0.645726

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 1.016930 -0.040855 -1.065802 -0.933302 -0.715083 1.016930 0.061650 0.152886 0.202766

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 1.963338 -1.442469 -0.114430 -1.028281 -0.443852 1.319831 1.963338 -0.586160 -0.640080

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 0.819474 -1.037493 -0.016215 -0.307013 -1.175389 -0.007151 0.819474 0.121164 0.254571

Antenna 20: 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
20 N02 digital_ok nn Power 10.248081 -1.785282 5.252512 -0.578331 10.248081 0.337351 9.729781 -0.412278 -1.184620

Antenna 20: 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
20 N02 digital_ok nn Power 12.356492 -1.161612 6.507947 -0.904691 12.356492 1.397215 11.414072 0.319959 -0.101048

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 16.814390 10.861989 -0.835110 11.987232 1.685716 16.814390 1.794882 -1.311130 -0.646132

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 36.581173 22.295827 9.480672 25.534940 15.124106 36.581173 20.422270 1.852621 -1.442060

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 39.008087 19.384436 7.993106 26.850124 15.797595 39.008087 22.351451 -0.492458 -1.269653

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 25.414839 7.411854 18.793599 12.984087 22.679261 13.599585 25.414839 7.470072 9.971805

Antenna 20: 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
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok nn Power 1.955097 0.806111 -1.380454 1.955097 -0.083551 0.637218 0.382772 -0.917271 -0.833395

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 2.072141 -0.602865 0.694377 -0.270911 0.472794 0.630265 -0.789568 2.072141 -0.994341

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.894679 0.169479 -0.679882 -0.318079 0.125908 -0.406873 1.894679 -0.144450 0.001024

Antenna 20: 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
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok ee Power 3.142204 -0.282631 -0.471051 3.142204 0.009219 -0.079656 0.780624 0.252694 0.077227

Antenna 20: 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
20 N02 digital_ok ee Power 6.824378 0.242228 -0.751893 -0.131362 6.824378 -0.303523 1.352958 0.052279 0.369759

Antenna 20: 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
20 N02 digital_ok ee Power 6.274689 0.593704 3.258480 6.274689 -0.770092 5.980846 0.115324 0.440898 0.396454

Antenna 20: 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
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok ee Power 0.613201 0.365190 -0.463046 0.613201 -0.471929 0.582524 -0.659166 0.379115 -0.286692

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.018223 -0.050157 0.209807 -0.590825 0.725797 -0.744240 1.018223 -0.425512 0.290651

Antenna 20: 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
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok nn Shape 1.360437 1.360437 -0.011272 0.388430 1.345787 0.638011 -0.517125 -0.678359 0.277457

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.242504 0.561142 1.500473 1.953766 0.184343 2.242504 0.701447 0.385346 -1.099998

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.774201 0.594503 -0.288532 0.988924 -0.599350 1.774201 -1.080130 0.630172 -0.464142

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.637102 -0.309263 0.412179 -0.685029 1.011832 -1.355225 1.637102 -0.574579 0.288382

Antenna 20: 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
20 N02 digital_ok ee Power 2.410678 2.129268 0.330742 0.711053 2.410678 -0.924791 0.024171 -1.100836 0.758280

Antenna 20: 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
20 N02 digital_ok ee Power 1.324787 0.285595 1.078396 1.324787 -0.430398 0.138252 -0.148677 -0.168168 -0.322819

Antenna 20: 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
20 N02 digital_ok ee Power 2.010620 1.464336 0.489503 0.174062 2.010620 0.329963 0.456671 -0.727376 0.970346

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 8.016638 0.362688 2.135739 1.340720 0.365601 8.016638 0.864799 2.064919 -0.386811

Antenna 20: 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
20 N02 digital_ok nn Shape 0.900069 0.100260 0.900069 0.269077 0.592553 0.836101 0.261566 0.196772 -1.585743

Antenna 20: 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
20 N02 digital_ok ee Power 0.779005 0.003334 0.268270 0.779005 -0.914591 0.737843 -0.944291 -0.040910 -0.616594

Antenna 20: 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
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.151026 0.345748 0.171395 0.943784 -0.943613 2.151026 -0.714582 -0.003232 -0.742558

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.090891 -0.062705 0.113097 0.728627 -0.717636 2.090891 -1.012470 0.196006 -0.672325

Antenna 20: 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
20 N02 digital_ok ee Power 1.013758 0.310674 0.175023 -0.808027 1.013758 -0.504292 0.780266 -0.476047 0.518564

Antenna 20: 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
20 N02 digital_ok ee Power 2.772737 0.634899 1.906123 2.772737 0.608978 1.628023 -0.736071 0.988026 -0.264975

Antenna 20: 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
20 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.842784 0.004131 0.024372 0.894385 -1.004947 1.842784 -1.197891 0.585549 -0.600564

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 1.770676 -0.267296 0.516376 1.071499 -0.675343 -0.030606 1.770676 0.401597 -0.907731

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 3.018814 0.669599 -0.151096 1.409545 0.178504 3.018814 -0.388237 2.459720 -1.413989

Antenna 20: 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
20 N02 Not Found nn Temporal Variability 6.899997 -0.347097 1.500978 0.491914 2.875411 6.899997 1.584019 -0.570585 2.990038

Antenna 20: 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
20 N02 digital_ok ee Power 0.699965 0.230443 0.347262 -0.661506 0.699965 -0.691079 0.667256 -0.550626 0.470451

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 27.264012 1.651366 0.368433 1.692891 0.491546 1.300379 0.129726 27.264012 4.157153

Antenna 20: 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
20 N02 digital_ok ee Power 2.234978 0.004081 1.385768 2.234978 2.010209 1.727526 1.837728 0.648685 -0.617839

Antenna 20: 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
20 N02 digital_ok ee Power 2.737416 1.759390 0.779783 2.737416 0.638084 0.865305 -0.769136 1.313001 -1.342970

Antenna 20: 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
20 N02 digital_ok ee Power 3.131218 1.486254 2.333507 2.313388 3.131218 -0.020222 1.122168 -1.488216 1.910688

Antenna 20: 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
20 N02 digital_ok ee Power 3.593427 1.650810 0.120663 3.593427 0.886764 1.124219 -0.251036 2.735987 -1.721092

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.990846 0.117218 1.723477 1.967869 1.526110 1.990846 -0.004058 0.670248 -0.940627

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 0.792554 -0.059954 -0.221394 -0.774086 0.465791 -0.513672 0.792554 -0.674652 0.138307

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 1.231192 0.229170 1.120005 0.839295 0.960212 -0.223694 0.877516 -1.058073 1.231192

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 4.085362 0.038215 0.849091 0.563339 0.991757 4.085362 0.772663 -0.829954 1.863534

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 2.189753 -0.243133 1.206130 0.268892 1.184248 2.189753 1.741599 -1.181056 1.912382

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 5.713109 1.752473 0.295144 -0.146798 1.668932 5.713109 0.971805 -0.205693 0.586579

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 4.989154 0.488099 -0.302906 1.180064 0.373576 2.049610 4.989154 1.960970 -0.791850

Antenna 20: 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
20 N02 digital_ok ee Power 1.431992 -0.284822 0.170583 0.429677 1.431992 1.414136 -0.503763 -1.160454 0.648130

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 1.821661 -0.340633 0.088304 0.231581 0.845037 0.952396 0.554076 -1.099199 1.821661

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 5.605775 -0.182172 0.770719 0.277914 1.234026 5.605775 0.422301 -0.820537 2.810664

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 0.815311 -0.502537 0.195394 0.021799 0.785337 0.396427 -0.363852 -1.196506 0.815311

Antenna 20: 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
20 N02 digital_ok ee Power 2.274051 0.652013 0.837164 2.274051 -0.348078 1.643388 1.226264 0.913369 -0.777917

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.050344 0.037593 -0.501338 1.213256 0.176430 2.050344 -1.219548 1.370900 -0.888426

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 1.098269 -0.359118 0.261800 0.260513 0.690431 -0.581807 0.411700 -1.142148 1.098269

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 1.967919 0.756246 -0.019173 1.400496 0.440691 1.967919 -0.354118 1.442947 -1.430449

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 1.286328 0.874877 0.031767 0.944904 0.078122 0.004971 -0.925499 1.286328 -1.239260

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.598284 0.391082 -0.205641 0.850169 0.404397 2.598284 0.721642 1.696408 -1.246750

Antenna 20: 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
20 N02 digital_ok ee Power 1.634521 0.190821 0.697116 1.634521 0.695052 0.906022 1.538309 0.287163 -1.233696

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 1.328025 -0.236541 0.788096 0.589689 1.229754 1.328025 0.646385 -1.092808 1.317316

Antenna 20: 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
20 N02 digital_ok nn Temporal Variability 2.378770 0.305701 0.024478 0.872431 2.057987 2.378770 0.953711 -0.227785 1.711557

Antenna 20: 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
20 N02 digital_ok ee Temporal Discontinuties 3.354684 0.236830 0.249432 0.030626 0.130638 0.374695 1.547547 1.048265 3.354684

Antenna 20: 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
20 N02 digital_ok ee Temporal Variability 2.006543 0.394353 0.477944 0.461339 -0.006234 -0.105542 2.006543 -1.065729 0.380605

Antenna 20: 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
20 N02 dish_ok nn Temporal Variability 1.956288 0.230464 1.075686 1.782076 -0.128186 0.816374 1.956288 1.062516 -0.757892

Antenna 20: 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
20 N02 dish_ok nn Shape 0.626253 0.626253 -0.510451 -1.013478 0.600294 -1.331610 0.340013 -0.669834 0.118136

Antenna 20: 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
20 N02 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 N02 dish_ok ee Temporal Discontinuties 3.069778 0.208362 1.175505 0.824456 2.334838 -0.983413 0.335794 -1.465127 3.069778

Antenna 20: 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
20 N02 dish_ok nn Shape 3.137351 -0.119124 3.137351 1.394162 0.725617 1.581209 -0.839115 1.748064 -0.542190

Antenna 20: 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
20 N02 dish_ok ee Temporal Variability 6.281977 3.141886 -0.074810 -0.305359 1.043649 -0.453693 6.281977 -0.567696 0.694916

Antenna 20: 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
20 N02 dish_ok ee Temporal Discontinuties 12517.801704 3377.632000 3377.632000 3181.711634 3181.711634 2492.596332 2492.596332 12517.801704 12517.801704

Antenna 20: 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
20 N02 dish_ok nn Temporal Discontinuties 2859.682456 756.243710 756.243710 687.553362 687.553362 720.392702 720.392702 2859.682456 2859.682456

Antenna 20: 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
20 N02 dish_ok ee Temporal Discontinuties 1878.447851 659.013486 659.013486 670.338043 670.338043 587.827720 587.827720 1878.447851 1878.447851

Antenna 20: 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
20 N02 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 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
20 2 dish_ok ee Temporal Discontinuties 2.466843 0.620240 1.141860 1.435966 -0.029812 1.190940 -0.675740 2.466843 -0.160320

Antenna 20: 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
20 2 dish_ok ee Temporal Variability 1.436797 0.796135 -0.081726 0.811201 -0.261587 1.436797 -0.410727 0.186568 -0.152734

Antenna 20: 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
20 2 dish_ok ee Power 32.178367 -0.357208 -0.344150 32.178367 3.077032 0.132588 0.094726 3.768116 2.006947

Antenna 20: 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
20 2 dish_ok ee Power 34.930959 0.128318 -0.219962 34.930959 3.289260 1.679685 0.645188 4.646051 1.902377

Antenna 20: 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
20 2 dish_ok ee Power 25.558190 0.517622 -0.702794 25.558190 2.402507 8.185448 1.907782 2.646308 0.889886
In [ ]: