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 = "53"
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 53 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 53, Node N03:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 8.00% 1.886737 2.072258 -0.571638 0.060391 -0.544555 -0.734781 2.951746 2.897313 0.8158 0.6122 0.5345 2.119131 1.818778
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.909591 0.999237 -0.775566 -0.381806 -0.546572 -0.166461 2.284784 3.341649 0.8118 0.7771 0.4474 2.072310 2.245021
2459807 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.746080 1.013227 -0.363271 -0.752888 -1.139405 -0.371994 4.837748 13.741144 0.7939 0.7552 0.4400 4.484521 5.510029
2459806 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.065481 2.187801 -0.631642 -0.532344 -1.260765 0.019362 7.558881 12.562250 0.7665 0.6910 0.3899 4.439738 4.283051
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.427182 0.821026 -0.388216 -0.695550 -1.301845 -0.820484 1.034128 3.893430 0.8030 0.7769 0.4337 2.458339 2.440084
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 5.26% 0.797104 1.128761 -0.126380 -0.203348 -1.407249 -0.561863 0.104382 1.079019 0.7981 0.7737 0.4222 2.602888 2.936711
2459803 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.044510 1.414934 -0.694905 -0.196890 -1.355925 -0.356017 3.429803 8.706623 0.7941 0.7751 0.4173 5.389057 6.800829
2459802 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.485552 1.578324 -0.644624 0.030480 -0.729646 0.436447 4.028883 8.775873 0.7823 0.6673 0.4871 4.002993 4.002046
2459801 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.905483 1.103430 -0.638720 -0.265306 -1.216183 0.379892 3.842503 13.440904 0.7969 0.7529 0.4507 5.091306 5.512264
2459800 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.753596 1.157040 -0.909819 -0.409000 -1.450636 -0.339082 6.462061 13.205170 0.7729 0.7593 0.4152 5.514015 6.244458
2459799 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.970186 2.390269 -0.530795 -0.090906 0.995962 0.369020 2.309468 6.147201 0.7565 0.6777 0.4010 4.038170 4.076770
2459798 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.164325 1.348556 -0.789463 -0.097873 -0.982935 -0.117911 4.341438 10.578316 0.7517 0.7366 0.4225 4.473561 4.737169
2459797 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459796 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.002285 1.211011 0.222464 0.093065 -1.089547 -0.475239 4.212326 9.490614 0.7285 0.7162 0.4202 1.599980 1.287565
2459795 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.895785 1.625818 -0.409209 0.106640 -0.788086 -0.197098 4.725400 13.932330 0.7259 0.7164 0.4277 11.990870 11.146506
2459794 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.784009 1.313413 -0.535712 -0.167441 -0.734996 0.573692 8.389599 21.405730 0.7313 0.7213 0.4356 0.000000 0.000000
2459793 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.514993 0.608589 -1.052241 0.134322 -1.170457 0.009347 4.247337 12.265534 0.7301 0.7235 0.4166 45.462969 44.809636
2459792 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 26.20% 1.851454 1.829825 -0.559502 -0.753105 -0.759601 -0.312196 1.676099 3.099030 0.7630 0.6746 0.4010 2.151863 1.825688
2459791 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.880441 1.070026 0.343667 -0.582875 -0.297353 -0.675516 2.031586 1.484556 0.7042 0.6941 0.4055 1.682151 1.859570
2459790 digital_ok 0.00% 0.00% 0.00% 0.00% 5.26% 13.16% 1.388696 1.691642 -0.158140 -0.569970 -1.248053 -0.203483 1.735660 1.537441 0.7131 0.7084 0.3979 1.864203 2.033933
2459789 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.633917 3.726031 5.429875 4.716779 3.802651 2.316709 7.011954 13.681885 0.7012 0.6949 0.3951 3.187034 3.157597
2459788 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.961960 3.233409 5.680194 5.099305 4.335513 3.223797 2.238905 7.737730 0.6986 0.6950 0.3839 14.299307 14.734465
2459787 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.912475 2.976463 4.332655 4.192508 1.962053 1.511791 2.578897 6.913051 0.7080 0.7069 0.3764 5.381341 6.118333
2459786 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.427715 3.452531 6.387844 5.442845 5.156133 3.608037 2.594004 8.437289 0.6897 0.6884 0.3680 0.000000 0.000000
2459785 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.958814 3.013994 8.796065 7.638187 2.319936 1.425913 1.136587 2.660653 0.7753 0.6934 0.3883 5.287211 4.329194
2459784 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.085011 3.117691 6.999597 6.699815 4.759857 3.039768 1.889402 1.280298 0.6532 0.6500 0.3583 9.670975 9.902976
2459783 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.160157 9.675195 6.386903 5.833560 12.235717 10.137801 -0.010120 1.616012 0.6208 0.6189 0.3374 3.483328 3.677265
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% 14.29% 0.772393 0.765536 0.043443 -0.022358 -2.643848 -2.907701 -1.265452 -0.693476 0.7728 0.7260 0.3402 2.211753 2.075968
2459778 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.531508 5.518740 4.734575 4.305393 10.606763 9.029370 -0.760673 5.760149 0.7420 0.6576 0.3943 4.014109 3.660388
2459776 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.626697 3.646656 4.972471 5.153257 11.392857 8.592183 0.140160 7.724938 0.7735 0.6804 0.3915 4.704019 4.626465
2459774 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7352 0.6341 0.4094 nan nan
2459773 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.896039 1.033755 1.947277 1.325035 1.415109 1.067360 1.968680 10.484373 0.5075 0.5096 0.3121 7.744069 8.349155
2459772 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.466035 -0.461538 -0.749493 -1.129480 -1.501655 -1.029151 0.956081 10.475733 0.5090 0.5084 0.2959 3.114604 3.116632
2459771 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.408121 -0.211390 -0.960837 -0.937704 -1.276074 0.082516 0.775062 0.634908 0.7311 0.6336 0.4131 1.649085 1.619717
2459770 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 0.506769 0.737202 1.224673 0.524425 0.386267 0.308156 1.028714 2.188702 0.5209 0.5302 0.3198 1.574813 1.637667
2459769 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.863784 1.139890 2.002443 1.075197 0.222106 0.004611 0.430015 3.856787 0.5318 0.5415 0.3175 1.598967 1.700866
2459768 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.132379 1.448774 2.476459 1.511323 1.209373 0.685308 1.979906 8.623341 0.5372 0.5455 0.3202 3.219626 3.457931
2459767 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.305845 -0.271303 -0.902883 -1.170251 -1.716857 -1.080697 0.207212 5.889117 0.5596 0.5703 0.2991 2.594349 2.800625
2459766 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.549412 -0.392690 -1.144163 -1.145974 -1.070908 -0.604362 0.871783 5.492223 0.5404 0.5491 0.3229 2.897550 3.157640
2459765 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.525066 2.026641 2.682811 1.628860 0.896315 0.631101 2.084913 8.204855 0.5444 0.5503 0.3252 4.823327 4.914299
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% 0.597139 1.159713 0.257466 0.029588 -1.473824 -0.614254 0.057071 1.488043 0.7338 0.6632 0.4520 3.678938 4.370059
2459761 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.748044 1.364988 1.316180 0.971105 -0.235729 0.645570 3.084263 9.729177 0.5731 0.5803 0.3361 3.535332 3.602542
2459760 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.010830 1.404766 2.682756 1.613590 4.013449 3.312485 5.145475 16.453313 0.5921 0.6038 0.3394 5.171243 7.082868
2459759 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.893887 0.950888 0.836940 0.745143 0.132407 0.382468 -1.206197 -0.494796 0.5158 0.5330 0.3005 1.567789 1.603028
2459758 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.040999 0.203802 0.250378 -0.691295 -1.013910 -0.669363 1.051043 6.257681 0.6188 0.6282 0.3284 3.445416 4.079690
2459757 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.292770 -0.261556 0.153306 -0.474577 -0.370918 -0.998026 0.734711 5.267479 0.7577 0.6896 0.3822 3.547798 3.251237
2459755 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.029884 0.373718 -0.380930 -1.002664 -0.895058 -0.516538 2.847178 7.038377 0.6279 0.6429 0.3384 3.918980 4.874837
2459754 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.145500 -0.153605 -0.098629 -0.815351 -0.911407 12.127364 0.623147 6.074748 0.6436 0.6543 0.3470 4.963355 5.861892
2459753 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.116763 1.833256 -0.147509 0.197339 -1.230776 -0.405533 0.767276 -0.963518 0.6367 0.6407 0.3516 1.530676 1.766380
2459752 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459750 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.70% 1.505982 1.863447 2.735656 1.578244 2.719863 1.034655 0.573610 1.994391 0.7432 0.6684 0.3971 1.721029 1.436820
2459749 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.011932 0.281227 -0.631419 -1.202627 -1.198900 -0.984194 1.358539 6.482884 0.6475 0.6506 0.3760 4.530089 5.058303
2459748 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.159754 0.496942 0.805688 0.016989 -1.255304 -0.179766 1.190423 3.678104 0.6442 0.6463 0.3948 1.427785 1.522006
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.027977 1.480015 -0.100375 0.112974 2.360642 7.209534 17.878239 20.511103 0.0318 0.0319 -0.0008 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.274617 2.041571 0.768528 2.024674 5.495390 5.515851 49.668534 59.691433 0.0318 0.0340 -0.0009 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.867231 1.420622 3.814147 2.081824 2.538056 0.249067 3.150253 11.328873 0.7204 0.7137 0.4196 4.620821 5.521185
2459736 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.54% -0.037095 0.216440 0.426758 -0.392178 -0.212622 -0.704243 0.773419 3.691166 0.7412 0.6623 0.4189 1.899719 1.909397
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.268055 1.646085 -0.038700 0.136488 2.931543 3.877179 27.234823 31.560671 0.0317 0.0335 -0.0012 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.691895 1.420313 -0.214384 -0.348972 4.465097 3.184679 58.897474 62.148206 0.0318 0.0330 -0.0003 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.801018 1.991529 -0.060181 0.116886 2.562977 1.493716 23.836284 28.203023 0.0320 0.0332 -0.0010 nan nan
2459731 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.661681 1.420134 -0.213980 -0.208990 1.008811 1.382613 18.932219 26.151936 0.0312 0.0330 -0.0005 nan nan
2459728 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.818199 0.771878 -0.270666 0.241742 4.473749 5.894196 38.290540 41.295296 0.0327 0.0365 -0.0005 nan nan
2459726 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.412978 0.655027 -0.333588 -0.156523 5.323806 3.956752 34.509642 41.921029 0.0326 0.0344 -0.0010 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.719913 1.205954 -0.108565 0.288707 4.891486 5.992224 26.290771 33.255915 0.0322 0.0330 -0.0010 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.768707 0.808376 -0.418363 -0.048930 1.972669 1.641364 13.826686 18.357185 0.0322 0.0339 -0.0011 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.323093 1.989139 2.640106 1.644459 1.601979 0.598986 2.961418 14.049029 0.7338 0.6671 0.4238 4.245429 4.384878
2459720 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459719 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.740378 0.713440 -0.329980 0.050505 6.510244 9.078287 19.251429 35.015559 0.0318 0.0331 -0.0008 nan nan
2459718 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.518543 1.128797 0.062376 0.916146 5.424519 7.989571 22.456925 32.196060 0.0331 0.0335 -0.0015 nan nan
2459717 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.569153 1.092786 -0.133797 0.493350 2.485855 3.605178 15.483323 28.953380 0.0309 0.0325 -0.0008 nan nan
2459716 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.966798 0.879007 -0.190718 0.182116 3.151786 3.737267 19.938442 32.077446 0.0320 0.0339 -0.0012 nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.276198 1.679378 3.403869 1.779234 2.439852 0.794380 3.037962 8.537537 0.7146 0.6572 0.4265 3.343958 3.824271
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.756501 1.187827 0.014851 0.534964 1.393112 1.938652 17.529893 27.830315 0.0319 0.0326 -0.0008 nan nan
2459712 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.938200 1.050681 3.163057 2.048002 1.107732 0.388664 -0.383714 0.253932 0.6355 0.6399 0.3652 2.808413 3.700933
2459711 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.913643 0.624519 -0.364682 -0.412367 2.613745 2.156609 4.440490 8.659881 0.0316 0.0317 -0.0008 nan nan
2459710 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.217306 0.812875 -0.229766 -0.433438 2.150720 3.107886 6.455678 9.785358 0.0314 0.0330 -0.0005 nan nan
2459708 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.044641 1.133913 3.551216 1.462256 2.529406 0.506142 4.601108 15.177663 0.7151 0.6696 0.4050 0.000000 0.000000
2459707 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.287297 0.306928 -0.813102 -0.919652 -1.453142 -1.571448 6.245887 10.379416 0.0314 0.0329 0.0008 0.000000 0.000000
2459706 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.050664 -0.095002 0.200032 0.022967 -0.040420 -0.181676 4.253420 8.578863 0.0309 0.0327 0.0010 nan nan
2459705 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.182306 -0.749395 0.324971 -0.726706 0.266846 1.537466 6.039215 19.549406 0.0300 0.0303 0.0008 nan nan
2459703 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.096369 -0.686301 0.735002 -0.978796 15.818133 20.384608 4.331186 8.190497 0.0301 0.0321 0.0009 nan nan
2459702 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.805363 -0.339789 3.975539 1.985041 -0.202311 0.111005 3.480445 8.668729 0.6495 0.6627 0.3198 0.000000 0.000000
2459701 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.810873 -0.365129 1.403975 0.434913 0.153587 0.263841 1.881812 5.894952 0.6573 0.6688 0.3142 9.207553 11.934513
2459697 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.237465 13.237465 12.673059 12.673059 10.043184 10.043184 13.863673 13.863673 1.0000 1.0000 0.0000 18083.112793 18083.112793
2459696 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.510697 -0.510697 -0.553155 -0.553155 -0.471343 -0.471343 -0.482079 -0.482079 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 81.08% 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 9.19% 0.587935 -0.355415 2.708602 1.449485 2.309873 1.024412 0.473538 3.233936 0.6778 0.6533 0.3880 1.793047 1.912834
2459693 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.006015 2.337592 4.117332 4.520099 3.117354 3.037460 4.885529 5.863664 0.7314 0.7179 0.2618 7.056544 9.916658
2459692 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.000325 -0.113703 1.416803 0.682222 -0.597095 -0.187099 0.519009 0.403960 0.7448 0.7706 0.2194 2.483109 2.678072
2459691 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.670209 -0.768749 4.418954 1.960765 0.412464 -0.198100 4.210102 5.009045 0.6319 0.6366 0.3174 7.533451 8.798331
2459690 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.438098 -0.556056 4.623621 2.437444 -0.535415 -0.464587 2.751634 3.685564 0.6509 0.6495 0.3511 5.331157 5.410984
2459689 digital_ok 0.00% - - - - - -0.858790 -0.423935 2.066868 1.243204 0.720904 1.512470 2.402754 2.456809 nan nan nan nan nan
2459688 digital_ok 0.00% - - - 0.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 1.471762 1.530408
2459687 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.669823 -0.581810 2.533297 1.583098 0.296456 0.006138 -0.110179 0.073937 0.6414 0.6439 0.3421 1.558825 1.467990
2459685 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.107515 -0.026383 2.326513 1.508009 0.201821 -0.221023 -0.395619 -0.307302 0.6495 0.6480 0.3422 1.670188 1.367298
2459684 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.626029 -0.676237 3.613434 2.240581 -1.031681 -0.189797 -0.192642 0.188923 0.6491 0.6513 0.3447 1.557785 1.451752
2459676 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.321008 -1.063443 67.693854 2.068372 16.889970 0.118260 1.729788 3.128448 0.0440 0.6426 0.4101 1.256224 11.153791
2459675 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.771086 -0.981859 56.486135 0.866361 23.520057 0.222716 1.579553 2.502199 0.0504 0.6498 0.4204 1.256021 6.429324
2459674 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.309852 -1.294104 58.497142 0.855230 15.500520 1.326092 1.346807 3.709391 0.0479 0.6530 0.4228 1.236965 7.146231
2459673 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 527.167249 481.161671 inf inf -9730.612276 -7944.678316 -19877.128883 -14902.215424 nan nan nan 0.000000 0.000000
2459672 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.705988 -0.909172 58.323544 1.693703 10.529113 1.883269 0.111791 18.493117 0.0468 0.6538 0.4188 1.107794 3.828188
2459671 digital_ok 100.00% 100.00% 32.97% 0.00% 100.00% 0.00% 23.861062 -1.069130 59.801468 0.996135 33.505931 2.432076 4.136264 2.607895 0.0482 0.4993 0.3222 0.000000 0.000000
2459670 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.162535 0.071871 8.797937 0.889371 0.789792 0.349258 0.633754 0.679905 0.0322 0.0315 0.0007 nan nan
2459668 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.766376 -0.845048 80.852082 1.026048 32.900892 0.468962 30.627874 0.894817 0.0615 0.7008 0.4187 1.244521 6.627992
2459665 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.854642 -0.669414 60.648909 0.990116 15.754023 -0.882158 4.908634 0.206409 0.0543 0.6898 0.4519 1.223105 8.413290
2459664 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.873637 -0.243098 1.100202 -0.467945 -0.688786 -0.332294 -1.581243 -0.750632 0.0268 0.0269 0.0012 nan nan
2459663 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.411328 -0.501581 117.979771 1.498514 54.632456 0.286633 4.534436 0.072680 0.0564 0.6559 0.4240 1.257042 16.676427
2459662 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.720269 -0.523236 7.188442 -0.615802 0.975236 3.371879 0.453082 0.225982 0.0300 0.0299 0.0003 nan nan
2459661 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.865006 -0.754316 89.914712 0.198163 28.459731 -0.530815 16.671965 1.566220 0.0614 0.6939 0.4292 1.248286 6.190299
2459660 digital_ok 0.00% 0.64% 0.64% 0.00% 0.00% 0.00% -0.975178 -1.112044 -0.306397 -0.261938 1.475454 -0.312347 -0.235739 0.035066 0.6770 0.6641 0.3371 1.509767 1.475631
2459659 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.76% -1.008844 -1.213414 -0.476230 -0.003661 0.254104 -0.505716 0.421362 -0.346285 0.6567 0.6525 0.3548 1.408431 1.407052
2459658 digital_ok 0.00% 0.64% 0.64% 0.00% 0.00% 0.00% -0.593206 2.878610 -0.624422 -0.202370 -0.028936 -0.270993 -0.012092 -0.164311 0.6549 0.6468 0.3500 1.512632 1.513517
2459657 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
2459656 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.339094 -1.310434 -1.150124 0.118365 0.226315 -0.799679 -0.048191 -0.349849 0.6399 0.6294 0.3620 1.364767 1.442455
2459655 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459653 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.635856 -0.732847 -1.056889 0.963705 -0.489484 -0.394574 2.365725 1.117813 0.6444 0.6393 0.3577 1.480344 1.454390
2459652 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.064072 -0.303206 -1.164864 0.357827 0.176819 1.305944 3.353366 5.023386 0.6287 0.6210 0.3626 7.445388 6.859303
2459651 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.15% 0.679095 2.764882 0.167854 -0.273996 0.971581 2.028662 -0.560958 -0.200968 0.8425 0.8460 0.1374 10.475392 9.734457
2459650 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.313658 0.680766 1.226394 -0.879927 48.933070 48.750820 6.847616 6.792544 0.7784 0.7629 0.2547 6.877595 6.750074
2459649 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.115689 -1.592820 -0.695617 0.013083 1.660542 -0.619712 0.942044 -0.097322 0.6631 0.6401 0.3360 1.577063 1.634441
2459648 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 digital_ok 0.00% 81.63% 81.63% 0.00% 0.00% 2.94% -0.152277 -0.152277 -0.173699 -0.173699 0.070714 0.070714 -0.150203 -0.150203 0.2084 0.2084 0.0000 0.034447 0.034447
2459646 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.267168 -1.372461 -1.004919 0.749844 0.176851 -0.101494 -0.149616 -0.075711 0.6197 0.6168 0.3408 1.646815 1.616761
2459645 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 1.08% -1.156809 -1.411467 -0.788523 0.333267 0.137170 -0.411766 -0.168155 -1.267861 0.7167 0.7337 0.2572 2.189370 2.563581
2459642 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
2459641 digital_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4617 0.4611 0.0003 nan nan
2459640 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 1.08% -0.917668 -0.976575 -0.768227 0.758274 -0.190748 0.106792 0.374631 0.255369 0.6174 0.6157 0.3342 1.807515 1.930061
2459639 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.182129 -0.756985 -0.826261 0.275864 0.753985 -0.307641 -0.363679 0.175854 0.6299 0.6268 0.3259 1.848643 1.919574
2459638 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7174 0.7352 0.2685 nan nan
2459637 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.975295 -1.102548 -0.082213 -0.066065 0.662872 0.031386 -0.721816 0.025952 0.6056 0.6076 0.3393 1.764350 1.797155
2459636 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% -1.028093 -0.962609 -0.003651 0.145662 1.180259 1.953305 0.957124 3.358473 0.6050 0.6070 0.3399 1.749862 1.817618
2459635 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% -0.955574 -0.745008 -0.549224 0.005100 0.725473 -0.260249 0.574314 0.172563 0.6168 0.6141 0.3394 1.816873 1.774047
2459634 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.675643 -0.675643 -0.675997 -0.675997 -0.675224 -0.675224 -0.675137 -0.675137 1.0000 1.0000 0.0000 0.022088 0.022088
2459633 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.54% -1.145236 -0.591843 -0.386144 0.535252 0.398605 0.121358 0.070083 -0.605866 0.6150 0.6171 0.3491 1.783539 1.803742
2459632 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
2459631 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.466608 -0.957279 -0.661836 0.688995 0.189774 -0.467424 0.009578 0.005013 0.6220 0.6224 0.3414 1.683331 1.729857
2459630 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.493813 -1.061248 -0.890360 0.260911 0.142433 -0.490466 0.200054 0.301430 0.6226 0.6217 0.3411 1.524337 1.504646
2459629 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% -1.124454 -0.875599 -0.180630 0.881731 -0.126257 -0.212001 -0.236777 -0.012340 0.6397 0.6272 0.3321 1.630506 1.686090
2459628 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.085105 -0.887335 -0.687723 0.187480 0.813377 0.200340 0.856523 0.671908 0.6207 0.6200 0.3505 1.800029 1.807087
2459627 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
2459626 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% -0.950526 -1.158445 -0.939648 0.136104 0.604183 -0.558292 -0.207491 -0.513412 0.6385 0.6384 0.3506 2.001961 1.962545
2459625 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.001272 -0.968413 0.142034 -0.529817 1.709361 0.380376 0.583510 1.059939 0.6268 0.6210 0.3494 1.758250 1.726573
2459624 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.557721 -1.472778 -0.612411 0.027050 1.884441 -0.299241 -0.366974 -0.838546 0.6152 0.6181 0.3502 1.846392 1.796433
2459623 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.353418 -1.382562 1.461365 -1.163098 6.137416 6.403510 -0.813777 -0.758107 0.0390 0.0428 0.0034 0.000000 0.000000
2459621 digital_ok 100.00% - - - 100.00% 0.00% -0.362329 2.327379 33.299590 33.954538 nan nan -19.669172 -19.102210 nan nan nan 1.250645 8.379244
2459620 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459619 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.010343 -1.025612 0.138169 0.148632 1.526723 0.848297 0.920374 0.244134 0.0679 0.0585 0.0041 0.000000 0.000000
2459618 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.405722 -1.445562 -0.190623 0.393725 3.111315 1.180441 -0.153223 -0.716444 0.0658 0.0549 0.0051 1.166420 1.159382
2459617 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.025005 -1.028652 -0.592669 0.351278 0.209134 -0.068953 -0.074363 -0.152336 0.0695 0.0607 0.0046 1.288988 1.285818
2459616 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.045879 -0.995279 0.643815 0.010442 2.811846 0.328855 -0.334770 -0.481238 0.0488 0.0507 0.0048 1.174201 1.165031
2459615 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.376985 -1.044038 -0.483589 0.169853 1.332584 1.541293 1.691814 2.138159 0.0723 0.0550 0.0054 0.000000 0.000000
2459614 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.229173 -0.969141 -0.482070 0.279730 1.243140 -0.724279 -0.610128 0.484952 0.0664 0.0633 0.0055 0.000000 0.000000
2459613 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.930882 -1.034343 -0.293433 -0.090453 3.214945 -0.548870 -0.459860 -0.585528 0.0778 0.0632 0.0035 0.000000 0.000000
2459611 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.385378 -1.050182 -0.571905 0.286574 0.139606 -0.778068 -0.785154 0.546132 0.0528 0.0572 0.0032 1.207683 1.203461
2459610 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.333721 -0.940348 -0.364313 0.011356 1.773611 -0.433598 -0.819574 -1.124730 0.0670 0.0609 0.0035 1.247949 1.241618
2459609 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.295387 -1.142123 0.488929 0.270181 1.804797 1.629176 -0.902800 -0.665723 0.0618 0.0576 0.0033 1.157744 1.151039
2459608 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.227419 -0.845646 -0.002398 0.701035 1.973428 1.457633 3.482856 3.089824 0.0573 0.0536 0.0020 1.223477 1.217450
2459607 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.063846 -0.928244 0.473705 -0.609860 0.409033 -0.489232 7.597766 6.107488 0.0447 0.0426 0.0023 1.306247 1.307314
2459605 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.697467 -0.592689 -0.619824 -0.748035 -1.439579 -0.341561 -1.676590 0.046701 0.0265 0.0265 0.0005 nan nan
2459604 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.330115 -1.173115 -0.055493 0.823648 0.663113 -0.043892 0.541310 -0.039042 0.0640 0.0628 0.0038 1.267719 1.265436
2459603 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.373063 -0.367216 0.636768 -0.122832 1.029896 0.645389 0.743594 0.531290 0.0588 0.0556 0.0053 1.260881 1.257037
2459602 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.142812 -0.847398 0.794737 0.289901 0.757505 1.141791 -0.726462 -0.855511 0.0700 0.0615 0.0037 1.215742 1.215433
2459598 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.259722 -1.049089 -1.012935 0.080242 -0.357715 -0.664480 -0.337527 -0.057996 0.0652 0.0691 0.0048 1.257453 1.255334
2459597 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.320305 -1.188939 -0.526062 -1.083476 0.512071 0.128202 -0.407062 -0.789514 0.0659 0.0638 0.0042 1.231993 1.229334
2459596 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.471924 -1.180490 -0.846147 -0.191843 0.048645 1.031861 0.460489 0.586391 0.0789 0.0727 0.0097 1.268036 1.268984
2459595 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.543579 -1.461986 -0.789673 0.352279 -1.064757 0.692947 -1.079947 -0.415916 0.0620 0.0631 0.0034 1.254787 1.253823
2459594 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.441630 -0.980454 -0.739454 0.557450 0.553784 -0.692540 -1.311304 -0.433874 0.0537 0.0559 0.0028 1.291260 1.287628
2459593 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.906106 -0.791745 -1.179764 -0.108395 1.134544 -0.115156 -0.553981 0.029012 0.0627 0.0631 0.0039 1.220598 1.216686
2459592 digital_ok 100.00% 100.00% 100.00% 0.00% - - 34.970044 36.620079 inf inf 18.770164 -0.602884 55.350465 -1.097191 nan nan nan nan nan
2459591 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.512161 -1.002619 -0.769575 0.580546 -0.538947 -0.167578 -1.042267 -0.950679 0.0770 0.0772 0.0054 1.197084 1.193939
2459590 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.188695 -0.680562 -0.699145 0.474993 0.779652 0.517825 -0.888113 -0.817962 0.0763 0.0754 0.0055 1.266317 1.266869
2459589 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.582381 0.297014 -1.153288 0.069977 -0.555693 0.521012 -1.235537 -0.474623 0.0589 0.0641 0.0041 1.239760 1.235213
2459588 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.582486 -0.608143 -0.780083 -0.437586 -0.025456 0.550036 -1.131015 -0.775085 0.0711 0.0591 0.0043 1.236190 1.232536
2459587 digital_ok 100.00% - - - 100.00% 0.00% -1.437455 -1.182135 0.582044 -0.163589 1.992945 0.296813 -0.991841 -0.586112 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.386004 -0.903042 0.700921 -0.139225 1.680725 1.399892 -0.330781 -0.238749 0.0562 0.0659 0.0046 1.216513 1.215430
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.950174 0.831624 2.361287 1.016122 1.718543 0.448903 -0.888033 0.418211 0.0304 0.0298 0.0007 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.540174 -0.075947 1.950815 1.763664 19.881731 1.458191 -0.313917 0.602033 0.0594 0.0553 0.0036 0.000000 0.000000
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.789073 -0.864565 4.629355 1.437418 2.138804 4.453847 0.246597 0.504395 0.0726 0.0644 0.0041 1.307652 1.305947
2459582 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.619455 -0.804946 3.885257 1.353874 2.715447 3.399758 0.043636 -0.057402 0.0708 0.0590 0.0090 1.252791 1.251128
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.384940 -0.930103 4.672903 0.933797 2.520949 2.529204 0.480754 0.565471 0.0572 0.0614 0.0042 1.256466 1.254259
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.633779 -0.883524 4.316004 1.188796 1.661081 1.743280 0.309631 0.944975 0.0707 0.0597 0.0063 1.193799 1.183091
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.416322 -0.592477 5.404594 2.091462 2.373399 2.445649 1.142234 0.780650 0.0674 0.0546 0.0034 1.206070 1.204862
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.612700 -0.769008 0.032107 -0.896814 -0.752240 0.151638 -0.828219 0.491089 0.0294 0.0286 0.0007 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.774879 -1.145634 4.290935 1.117130 2.789694 2.203055 0.610433 1.304610 0.0611 0.0577 0.0024 1.255056 1.254065
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.510193 -0.823959 3.334641 0.856891 2.988880 0.847807 1.177919 0.678033 0.0617 0.0598 0.0052 1.248948 1.244940
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.578025 0.385901 3.161751 0.960336 3.237387 2.908264 4.498365 0.872687 0.0511 0.0539 0.0039 0.894084 0.888779
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.671230 -0.677752 3.165605 0.689804 2.158122 1.705683 0.042253 0.999025 0.0674 0.0560 0.0029 1.246315 1.248037
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.698859 -0.270522 5.801716 1.813977 2.497910 4.562677 -0.074131 0.233329 0.0483 0.0532 0.0036 0.000000 0.000000
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.631686 -0.722223 2.890660 0.952131 2.199242 1.157563 1.128078 1.512441 0.0736 0.0669 0.0050 1.223655 1.225826
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.942162 -0.629023 -0.256765 -1.027915 0.159126 0.830463 -0.638780 1.190023 0.0294 0.0271 0.0012 nan nan
2459570 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.650424 1.543877 0.660142 -0.417285 1.099702 0.299060 0.632510 0.562235 0.0565 0.0609 0.0043 1.285622 1.294472
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.586721 -0.157585 3.474018 1.076607 4.225737 0.503955 3.638458 1.214461 0.0517 0.0571 0.0030 1.263831 1.263504
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.647666 -0.653754 4.470195 1.844193 1.621525 2.520751 -0.229253 2.839230 0.0461 0.0525 0.0038 0.000000 0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.653330 -0.653330 -0.587619 -0.587619 0.714841 0.714841 0.182285 0.182285 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.427304 -0.516594 0.701466 0.343587 5.622536 3.109919 1.063954 2.023203 0.0719 0.0737 0.0072 1.215392 1.214690
2459563 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.322859 -0.804371 0.680509 0.521093 0.719725 0.813679 -0.010999 0.066750 0.0755 0.0723 0.0070 0.891015 0.889804
2459562 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.112555 -0.097995 2.313293 1.236953 1.802375 1.918870 0.712824 0.627712 0.0640 0.0727 0.0073 1.218513 1.217374
2459561 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
2459560 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.217590 -0.169625 2.402647 1.151230 1.997692 1.838532 0.638560 0.615425 0.0586 0.0581 0.0045 1.240905 1.239191
2459559 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.321808 0.064129 2.359117 0.974213 1.860475 2.110561 0.920331 1.219340 0.0527 0.0536 0.0037 1.208948 1.209438
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.872479 -0.214960 4.174591 2.371837 1.934153 2.990853 0.654423 0.654477 0.0651 0.0698 0.0067 1.230338 1.226740
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0297 0.0285 0.0006 nan nan
2459556 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
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0611 0.0614 0.0046 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.295942 -0.675583 5.776577 3.001747 3.401710 3.343801 2.003252 3.951265 0.0575 0.0551 0.0036 0.838730 0.840824
2459551 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.087083 0.119299 2.576447 1.476288 2.646902 2.947870 0.947047 0.668153 0.0728 0.0726 0.0064 1.220369 1.220160
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0287 0.0272 0.0008 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.622988 -0.351103 4.568288 2.838877 3.211657 4.442279 1.575332 2.289032 0.0652 0.0675 0.0059 1.184902 1.184132
2459542 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.687092 -0.212706 3.093958 1.887501 2.626962 3.112578 2.182599 2.135689 0.0844 0.0717 0.0084 1.270100 1.267711
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.065464 0.048517 4.781400 4.066663 8.220336 5.111510 3.558894 3.268592 0.0758 0.0654 0.0068 1.303294 1.296695
2459540 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.282207 0.073403 3.894111 3.308085 0.550346 1.923745 1.383071 1.651979 0.0911 0.0632 0.0093 1.223973 1.222553
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.689652 0.849039 13.790435 9.438792 4.498488 3.391831 5.120031 5.664285 0.0712 0.0577 0.0061 1.087887 1.090418
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.312708 0.023568 3.190055 2.782298 1.512497 0.467357 1.799071 2.036249 0.0900 0.0753 0.0130 1.210858 1.200331
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.228416 -0.218573 3.256356 2.857361 1.139010 1.089150 1.812055 2.956515 0.0677 0.0616 0.0077 1.190237 1.184956
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.992871 -0.394156 6.153599 6.260266 2.796649 6.869225 -0.020117 0.623387 0.0805 0.0686 0.0086 1.101267 1.096311
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.757487 -0.235298 8.127091 8.591682 2.192401 4.911776 -0.072818 1.357934 0.0594 0.0569 0.0073 0.872451 0.869073
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.071851 0.146497 2.744672 3.946021 2.200765 2.220670 1.515062 1.936263 0.0851 0.0656 0.0115 1.226018 1.217425
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.280854 -0.171770 9.043126 20.682864 0.024285 6.251089 2.663454 4.536727 0.0591 0.0870 0.0116 1.082704 1.079061
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.676112 -0.971383 0.326599 0.234706 -0.813399 -0.166057 -0.859312 0.827302 0.0322 0.0343 0.0014 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.620215 2.310159 6.514274 5.714477 3.656441 5.064874 7.493065 8.841001 0.9221 0.9569 0.1535 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.096079 0.612661 6.348389 5.022481 0.688745 4.192755 1.839201 6.254443 0.8918 0.8647 0.1884 20.744821 12.987967
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.848414 5.076834 7.895620 8.110499 9.901919 10.785357 4.887529 8.819291 0.8731 0.8668 0.4455 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 53: 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
53 N03 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 53: 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
53 N03 digital_ok ee Temporal Discontinuties 2.951746 2.072258 1.886737 0.060391 -0.571638 -0.734781 -0.544555 2.897313 2.951746

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.341649 0.999237 0.909591 -0.381806 -0.775566 -0.166461 -0.546572 3.341649 2.284784

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 13.741144 1.013227 0.746080 -0.752888 -0.363271 -0.371994 -1.139405 13.741144 4.837748

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 12.562250 2.065481 2.187801 -0.631642 -0.532344 -1.260765 0.019362 7.558881 12.562250

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.893430 0.427182 0.821026 -0.388216 -0.695550 -1.301845 -0.820484 1.034128 3.893430

Antenna 53: 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
53 N03 digital_ok nn Shape 1.128761 1.128761 0.797104 -0.203348 -0.126380 -0.561863 -1.407249 1.079019 0.104382

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.706623 1.044510 1.414934 -0.694905 -0.196890 -1.355925 -0.356017 3.429803 8.706623

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.775873 1.578324 1.485552 0.030480 -0.644624 0.436447 -0.729646 8.775873 4.028883

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 13.440904 1.103430 0.905483 -0.265306 -0.638720 0.379892 -1.216183 13.440904 3.842503

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 13.205170 1.157040 0.753596 -0.409000 -0.909819 -0.339082 -1.450636 13.205170 6.462061

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 6.147201 2.390269 1.970186 -0.090906 -0.530795 0.369020 0.995962 6.147201 2.309468

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 10.578316 1.164325 1.348556 -0.789463 -0.097873 -0.982935 -0.117911 4.341438 10.578316

Antenna 53: 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
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 9.490614 1.002285 1.211011 0.222464 0.093065 -1.089547 -0.475239 4.212326 9.490614

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 13.932330 1.625818 0.895785 0.106640 -0.409209 -0.197098 -0.788086 13.932330 4.725400

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 21.405730 0.784009 1.313413 -0.535712 -0.167441 -0.734996 0.573692 8.389599 21.405730

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 12.265534 0.514993 0.608589 -1.052241 0.134322 -1.170457 0.009347 4.247337 12.265534

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.099030 1.851454 1.829825 -0.559502 -0.753105 -0.759601 -0.312196 1.676099 3.099030

Antenna 53: 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
53 N03 digital_ok ee Temporal Discontinuties 2.031586 0.880441 1.070026 0.343667 -0.582875 -0.297353 -0.675516 2.031586 1.484556

Antenna 53: 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
53 N03 digital_ok ee Temporal Discontinuties 1.735660 1.691642 1.388696 -0.569970 -0.158140 -0.203483 -1.248053 1.537441 1.735660

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 13.681885 3.726031 2.633917 4.716779 5.429875 2.316709 3.802651 13.681885 7.011954

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 7.737730 3.233409 1.961960 5.099305 5.680194 3.223797 4.335513 7.737730 2.238905

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 6.913051 1.912475 2.976463 4.332655 4.192508 1.962053 1.511791 2.578897 6.913051

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.437289 3.452531 2.427715 5.442845 6.387844 3.608037 5.156133 8.437289 2.594004

Antenna 53: 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
53 N03 digital_ok ee Power 8.796065 3.013994 1.958814 7.638187 8.796065 1.425913 2.319936 2.660653 1.136587

Antenna 53: 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
53 N03 digital_ok ee Power 6.999597 2.085011 3.117691 6.999597 6.699815 4.759857 3.039768 1.889402 1.280298

Antenna 53: 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
53 N03 digital_ok ee Temporal Variability 12.235717 9.675195 10.160157 5.833560 6.386903 10.137801 12.235717 1.616012 -0.010120

Antenna 53: 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
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok ee Shape 0.772393 0.772393 0.765536 0.043443 -0.022358 -2.643848 -2.907701 -1.265452 -0.693476

Antenna 53: 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
53 N03 digital_ok ee Temporal Variability 10.606763 5.518740 5.531508 4.305393 4.734575 9.029370 10.606763 5.760149 -0.760673

Antenna 53: 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
53 N03 digital_ok ee Temporal Variability 11.392857 2.626697 3.646656 4.972471 5.153257 11.392857 8.592183 0.140160 7.724938

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 10.484373 1.033755 0.896039 1.325035 1.947277 1.067360 1.415109 10.484373 1.968680

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 10.475733 -0.466035 -0.461538 -0.749493 -1.129480 -1.501655 -1.029151 0.956081 10.475733

Antenna 53: 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
53 N03 digital_ok ee Temporal Discontinuties 0.775062 -0.211390 -0.408121 -0.937704 -0.960837 0.082516 -1.276074 0.634908 0.775062

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 2.188702 0.737202 0.506769 0.524425 1.224673 0.308156 0.386267 2.188702 1.028714

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.856787 1.139890 0.863784 1.075197 2.002443 0.004611 0.222106 3.856787 0.430015

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.623341 1.132379 1.448774 2.476459 1.511323 1.209373 0.685308 1.979906 8.623341

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 5.889117 -0.305845 -0.271303 -0.902883 -1.170251 -1.716857 -1.080697 0.207212 5.889117

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 5.492223 -0.392690 -0.549412 -1.145974 -1.144163 -0.604362 -1.070908 5.492223 0.871783

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.204855 2.026641 1.525066 1.628860 2.682811 0.631101 0.896315 8.204855 2.084913

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 1.488043 0.597139 1.159713 0.257466 0.029588 -1.473824 -0.614254 0.057071 1.488043

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 9.729177 1.364988 0.748044 0.971105 1.316180 0.645570 -0.235729 9.729177 3.084263

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 16.453313 1.010830 1.404766 2.682756 1.613590 4.013449 3.312485 5.145475 16.453313

Antenna 53: 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
53 N03 digital_ok nn Shape 0.950888 0.893887 0.950888 0.836940 0.745143 0.132407 0.382468 -1.206197 -0.494796

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 6.257681 0.040999 0.203802 0.250378 -0.691295 -1.013910 -0.669363 1.051043 6.257681

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 5.267479 -0.261556 -0.292770 -0.474577 0.153306 -0.998026 -0.370918 5.267479 0.734711

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 7.038377 0.029884 0.373718 -0.380930 -1.002664 -0.895058 -0.516538 2.847178 7.038377

Antenna 53: 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
53 N03 digital_ok nn Temporal Variability 12.127364 -0.145500 -0.153605 -0.098629 -0.815351 -0.911407 12.127364 0.623147 6.074748

Antenna 53: 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
53 N03 digital_ok nn Shape 1.833256 1.833256 -0.116763 0.197339 -0.147509 -0.405533 -1.230776 -0.963518 0.767276

Antenna 53: 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
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok ee Power 2.735656 1.505982 1.863447 2.735656 1.578244 2.719863 1.034655 0.573610 1.994391

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 6.482884 -0.011932 0.281227 -0.631419 -1.202627 -1.198900 -0.984194 1.358539 6.482884

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.678104 0.159754 0.496942 0.805688 0.016989 -1.255304 -0.179766 1.190423 3.678104

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 20.511103 3.027977 1.480015 -0.100375 0.112974 2.360642 7.209534 17.878239 20.511103

Antenna 53: 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
53 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 59.691433 4.274617 2.041571 0.768528 2.024674 5.495390 5.515851 49.668534 59.691433

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 11.328873 0.867231 1.420622 3.814147 2.081824 2.538056 0.249067 3.150253 11.328873

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.691166 0.216440 -0.037095 -0.392178 0.426758 -0.704243 -0.212622 3.691166 0.773419

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 31.560671 1.646085 3.268055 0.136488 -0.038700 3.877179 2.931543 31.560671 27.234823

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 62.148206 1.420313 2.691895 -0.348972 -0.214384 3.184679 4.465097 62.148206 58.897474

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 28.203023 1.991529 3.801018 0.116886 -0.060181 1.493716 2.562977 28.203023 23.836284

Antenna 53: 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
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 26.151936 2.661681 1.420134 -0.213980 -0.208990 1.008811 1.382613 18.932219 26.151936

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 41.295296 0.771878 1.818199 0.241742 -0.270666 5.894196 4.473749 41.295296 38.290540

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 41.921029 0.655027 1.412978 -0.156523 -0.333588 3.956752 5.323806 41.921029 34.509642

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 33.255915 1.205954 2.719913 0.288707 -0.108565 5.992224 4.891486 33.255915 26.290771

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 18.357185 0.808376 1.768707 -0.048930 -0.418363 1.641364 1.972669 18.357185 13.826686

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 14.049029 1.323093 1.989139 2.640106 1.644459 1.601979 0.598986 2.961418 14.049029

Antenna 53: 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
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 35.015559 0.713440 1.740378 0.050505 -0.329980 9.078287 6.510244 35.015559 19.251429

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 32.196060 2.518543 1.128797 0.062376 0.916146 5.424519 7.989571 22.456925 32.196060

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 28.953380 2.569153 1.092786 -0.133797 0.493350 2.485855 3.605178 15.483323 28.953380

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 32.077446 1.966798 0.879007 -0.190718 0.182116 3.151786 3.737267 19.938442 32.077446

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.537537 1.276198 1.679378 3.403869 1.779234 2.439852 0.794380 3.037962 8.537537

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 27.830315 1.187827 2.756501 0.534964 0.014851 1.938652 1.393112 27.830315 17.529893

Antenna 53: 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
53 N03 digital_ok ee Power 3.163057 1.050681 0.938200 2.048002 3.163057 0.388664 1.107732 0.253932 -0.383714

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.659881 0.624519 0.913643 -0.412367 -0.364682 2.156609 2.613745 8.659881 4.440490

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 9.785358 0.812875 1.217306 -0.433438 -0.229766 3.107886 2.150720 9.785358 6.455678

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 15.177663 1.044641 1.133913 3.551216 1.462256 2.529406 0.506142 4.601108 15.177663

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 10.379416 0.306928 0.287297 -0.919652 -0.813102 -1.571448 -1.453142 10.379416 6.245887

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.578863 -0.095002 0.050664 0.022967 0.200032 -0.181676 -0.040420 8.578863 4.253420

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 19.549406 -0.749395 -0.182306 -0.726706 0.324971 1.537466 0.266846 19.549406 6.039215

Antenna 53: 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
53 N03 digital_ok nn Temporal Variability 20.384608 -0.686301 0.096369 -0.978796 0.735002 20.384608 15.818133 8.190497 4.331186

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 8.668729 -0.805363 -0.339789 3.975539 1.985041 -0.202311 0.111005 3.480445 8.668729

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 5.894952 -0.365129 -0.810873 0.434913 1.403975 0.263841 0.153587 5.894952 1.881812

Antenna 53: 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
53 N03 digital_ok ee Temporal Discontinuties 13.863673 13.237465 13.237465 12.673059 12.673059 10.043184 10.043184 13.863673 13.863673

Antenna 53: 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
53 N03 digital_ok nn Temporal Variability -0.471343 -0.510697 -0.510697 -0.553155 -0.553155 -0.471343 -0.471343 -0.482079 -0.482079

Antenna 53: 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
53 N03 digital_ok ee Shape 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 53: 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
53 N03 digital_ok nn Temporal Discontinuties 3.233936 -0.355415 0.587935 1.449485 2.708602 1.024412 2.309873 3.233936 0.473538

Antenna 53: 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
53 3 digital_ok nn Temporal Discontinuties 5.863664 -0.006015 2.337592 4.117332 4.520099 3.117354 3.037460 4.885529 5.863664

Antenna 53: 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
53 3 digital_ok ee Power 1.416803 0.000325 -0.113703 1.416803 0.682222 -0.597095 -0.187099 0.519009 0.403960

Antenna 53: 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
53 3 digital_ok nn Temporal Discontinuties 5.009045 -0.670209 -0.768749 4.418954 1.960765 0.412464 -0.198100 4.210102 5.009045

Antenna 53: 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
53 3 digital_ok ee Power 4.623621 -0.438098 -0.556056 4.623621 2.437444 -0.535415 -0.464587 2.751634 3.685564

Antenna 53: 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
53 3 digital_ok nn Temporal Discontinuties 2.456809 -0.858790 -0.423935 2.066868 1.243204 0.720904 1.512470 2.402754 2.456809
In [ ]: