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 = "57"
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 57 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 57, Node N04:

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 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 RF_maintenance 100.00% 6.12% 6.12% 0.00% 100.00% 0.00% 30.390356 -0.046100 14.363992 2.783909 31.502749 1.063148 2.807989 -0.029878 0.6220 0.5535 0.3968 4.235866 3.355814
2459808 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.594240 -0.742548 11.135811 3.240584 15.428487 1.978445 0.967526 2.512031 0.7341 0.7513 0.3831 6.219789 3.251157
2459807 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.305682 10.830264 43.508052 3.722233 24.904539 22.525094 18.984076 22.630700 0.0512 0.5335 0.3049 1.298313 3.778326
2459806 RF_maintenance 100.00% 100.00% 55.85% 0.00% 100.00% 0.00% 19.129084 17.882293 39.653888 1.137299 45.795457 36.745074 4.733379 12.007963 0.0487 0.3949 0.2104 1.198437 3.916057
2459805 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.735761 9.650534 58.319758 2.018392 20.565102 19.318271 4.160842 11.114093 0.0501 0.5465 0.3052 1.307219 3.673951
2459804 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.900214 12.469463 52.140465 0.658150 22.778518 21.339836 2.945613 3.177717 0.0515 0.5459 0.3047 1.303043 3.360479
2459803 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.470476 15.118030 71.640451 1.372772 24.190558 26.139864 11.229252 18.049782 0.0490 0.5529 0.2957 1.291076 5.314015
2459802 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.038681 14.006506 48.229045 2.531729 41.346433 37.629294 4.507131 10.495733 0.0496 0.4859 0.2493 1.271944 5.158834
2459801 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.913372 12.730125 53.501765 2.524579 42.201159 40.457275 13.778077 18.024719 0.0480 0.5305 0.2761 1.393134 9.343616
2459800 digital_ok 100.00% 100.00% 21.51% 0.00% 100.00% 0.00% 22.308596 12.793141 53.375538 2.273433 24.037143 24.536246 18.153549 21.105732 0.0494 0.4979 0.2915 1.390614 3.711613
2459799 digital_ok 100.00% 100.00% 59.72% 0.00% 100.00% 0.00% 19.068712 17.946099 36.344038 1.677815 60.681618 37.682779 1.295872 3.256583 0.0489 0.3841 0.2350 1.232278 3.845121
2459798 digital_ok 100.00% 100.00% 26.88% 0.00% 100.00% 0.00% 21.353058 12.293114 53.013890 1.254014 20.814144 21.298850 11.725740 13.409401 0.0492 0.4853 0.3237 1.301660 3.636545
2459797 digital_ok 100.00% 100.00% 29.57% 0.00% 100.00% 0.00% 17.774270 10.827305 51.751567 6.883884 26.798643 27.247529 14.884450 16.569957 0.0518 0.4861 0.3151 1.204888 3.224117
2459796 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.426691 81.816561 123.864461 172.780851 30.800216 28.149677 1016.445770 2205.648789 0.0186 0.0163 0.0020 0.000000 0.000000
2459795 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.113765 135.164441 109.219677 161.415259 33.460614 36.649601 1090.462358 2563.587254 0.0179 0.0165 0.0014 1.142787 1.136824
2459794 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.314503 76.490294 103.475003 128.954882 39.616561 51.160818 1570.328596 3690.108450 0.0186 0.0165 0.0020 0.000000 0.000000
2459793 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.814249 -0.454513 51.318211 -1.168441 33.752936 2.808766 9.509048 2.634964 0.0502 0.7333 0.4438 1.333193 14.666851
2459792 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.666538 0.836817 38.035969 1.535451 40.787795 9.278209 2.030450 1.213941 0.0492 0.6577 0.4101 1.374827 3.994662
2459791 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.861035 2.621430 68.937615 5.401371 51.934023 4.925592 23.932645 1.523500 0.0454 0.7131 0.4329 1.195521 4.321836
2459790 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 32.722029 1.784847 62.648796 1.622141 46.653858 6.935595 7.605177 3.434984 0.0495 0.7215 0.4639 1.512759 4.444995
2459789 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 30.170720 -1.141083 64.925578 4.569591 49.050034 14.811813 17.359309 8.328795 0.0491 0.6959 0.4490 1.840587 34.406705
2459788 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.712822 -0.904314 66.337346 4.989209 52.570715 8.425123 7.198805 2.279250 0.0502 0.6979 0.4295 1.590031 15.605066
2459787 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 26.830357 -1.177379 53.286445 4.299070 33.792462 6.074339 6.947859 1.901371 0.0489 0.6994 0.3836 1.236693 29.073079
2459786 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 28.559707 2.595983 64.406897 1.963144 52.118953 8.823564 10.483061 4.152530 0.0518 0.6783 0.4062 1.246269 34.935536
2459785 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
2459784 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 26.215601 1.522957 65.480532 -0.426519 49.607686 2.797366 0.689860 0.484398 0.0470 0.6415 0.3749 1.202262 16.707600
2459783 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 23.190222 1.194590 19.993166 0.217904 24.269312 2.202315 4.805790 3.174374 0.0449 0.6280 0.4125 1.390093 3.881338
2459782 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.262067 3.096334 9.376344 1.808051 13.733389 1.663040 2.784247 3.724412 0.0458 0.5940 0.3893 1.377034 3.320073
2459781 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 3.263594 0.668652 5.663463 0.400753 1.663354 5.743242 0.178178 1.296898 0.0498 0.7157 0.4545 1.325760 3.462819
2459778 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.508955 0.351881 11.661617 -0.274314 23.796771 8.801273 1.721287 2.252383 0.0470 0.6569 0.4149 1.332049 3.416631
2459776 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.509989 0.041771 9.219381 -1.240093 36.438721 7.992932 1.197962 3.185217 0.0484 0.6612 0.4707 1.345345 4.099018
2459774 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0393 0.0989 0.0637 nan nan
2459773 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.050259 0.797989 19.700783 4.379611 10.021090 5.047012 6.305695 0.985084 0.0822 0.1136 0.0193 1.238942 1.233410
2459772 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.877254 -0.435792 7.403496 0.174404 4.983034 -0.572304 3.689122 -0.101021 0.0909 0.1200 0.0211 1.214157 1.203538
2459771 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.314385 -0.588017 4.114899 0.254812 4.780185 -0.410040 1.935619 -0.269696 0.0707 0.1015 0.0179 1.201049 1.194420
2459770 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.388572 1.684365 0.122892 4.575644 1.722582 3.616649 0.487447 -1.927114 0.5391 0.5290 0.3093 4.385721 4.172712
2459769 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.943288 1.768450 5.545279 5.833831 5.706273 5.727974 2.800141 -1.219292 0.5395 0.5297 0.3143 2.963226 2.670772
2459768 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.201730 1.906996 13.704636 6.185641 7.677907 4.905830 4.253565 -1.214392 0.5445 0.5343 0.3162 2.999488 2.997054
2459767 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.094156 -0.204791 6.546864 0.462845 1.980298 0.178775 3.658218 -0.155628 0.5714 0.5630 0.2990 2.522082 2.473080
2459766 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.408346 -0.747822 5.720168 -0.225414 4.566475 -0.370033 2.829727 -0.588596 0.5437 0.5352 0.3185 2.716550 2.576247
2459765 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.267750 2.222922 8.969576 7.943094 13.391700 4.026181 4.679953 -2.092166 0.5569 0.5431 0.3284 4.001991 3.855383
2459764 RF_maintenance - - - - - - 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% 2.008281 0.699305 3.381337 2.755729 14.828729 2.063228 10.794072 3.232638 0.7492 0.6640 0.4533 4.568617 5.175604
2459761 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.328738 1.680950 10.042149 4.820335 2.167602 4.820130 3.963763 -1.480105 0.5879 0.5741 0.3412 3.232072 3.150603
2459760 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.423792 1.365713 15.234814 4.683498 18.792021 3.377771 8.517455 -0.584527 0.5955 0.5882 0.3439 7.558327 6.355281
2459759 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.054955 1.309659 -1.146997 1.386858 -1.264047 0.903097 -0.768145 -1.684308 0.5644 0.5507 0.3090 1.559055 1.605444
2459758 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.853434 -0.289292 7.209617 1.133967 5.244291 0.178317 2.430776 -0.325108 0.6168 0.6095 0.3397 3.318003 3.942825
2459757 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.539403 -0.203016 5.996541 1.086462 5.924220 0.278213 2.437393 -0.287649 0.7634 0.6813 0.3924 3.053409 2.909206
2459755 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.673932 0.322252 5.242354 1.455265 9.040756 2.075769 2.907150 -0.869409 0.6294 0.6157 0.3541 4.991890 4.735890
2459754 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.504891 0.073009 5.602328 1.153789 5.538468 0.826882 2.403856 -0.871233 0.6416 0.6276 0.3629 4.500146 4.519694
2459753 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.178412 -0.647560 8.035636 0.905846 2.014539 -0.064909 2.928441 -0.924763 0.6344 0.6257 0.3671 3.946757 3.935067
2459752 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.128559 1.735417 16.015048 7.982880 11.616412 5.447940 4.367942 -1.433703 0.6390 0.6197 0.3872 0.000000 0.000000
2459750 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.093329 1.353673 21.622724 5.133751 21.255339 7.379754 6.584807 -0.482632 0.7393 0.6402 0.4172 8.288735 7.340044
2459749 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
2459748 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.679744 -0.101481 10.680864 2.245960 24.533540 4.682097 4.213547 0.665437 0.6445 0.6348 0.4129 3.177053 3.331129
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.612352 1.598952 2.719675 2.473277 1.395459 7.092450 -0.331118 4.458456 0.0428 0.0363 0.0038 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - 18.465929 3.647799 5.494840 4.217900 2.253847 2.345522 0.505564 0.347932 0.0442 0.0401 0.0053 nan nan
2459745 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.803263 -0.239953 5.178054 0.690258 3.814440 0.822550 2.516816 -1.514840 0.6764 0.6634 0.4110 7.202786 8.891639
2459744 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.661131 1.938150 1.907505 1.231726 3.606325 0.860026 0.186661 -0.135638 0.0395 0.0348 0.0027 nan nan
2459743 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.885603 1.362690 8.427738 9.110453 8.949385 6.985712 2.024274 -0.343322 0.7435 0.6403 0.4181 5.525945 6.081581
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.644101 3.000306 0.995458 3.727161 4.577786 4.520408 -0.142826 0.030294 0.0377 0.0367 0.0046 nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.118239 5.571751 1.212282 6.140383 14.265250 5.019840 0.491401 0.735769 0.0402 0.0383 0.0045 nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.561451 2.066703 2.905326 2.347676 14.551302 4.585388 0.287942 1.448176 0.0417 0.0365 0.0044 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.668681 1.183450 0.198942 9.870527 8.767222 7.689707 0.806040 -1.538283 0.7253 0.7066 0.4317 6.055770 6.804944
2459736 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.358024 0.055494 1.583993 1.248770 2.475372 1.263130 0.774079 0.109298 0.7520 0.6496 0.4274 1.892613 1.848032
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.785596 2.226377 -0.112132 2.985714 5.692801 1.942599 -0.232188 1.095008 0.0443 0.0370 0.0032 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.954876 1.832347 0.363492 2.896592 5.584973 0.165747 -0.159043 1.553946 0.0389 0.0348 0.0032 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.892791 2.125929 0.791947 2.953402 5.286339 2.775508 -0.306982 2.000837 0.0391 0.0348 0.0026 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.209338 1.425612 5.630866 6.946112 5.040711 10.920897 2.245161 0.022103 0.7309 0.7171 0.4016 5.417899 6.856871
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.046679 1.657177 0.803099 2.975257 13.510909 3.808026 -0.083761 1.509864 0.0383 0.0362 0.0030 nan nan
2459728 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.350432 1.480230 -0.445234 2.862308 13.243660 1.141247 -0.542372 -0.330910 0.0403 0.0410 0.0038 nan nan
2459726 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.118626 0.950746 -0.648184 2.161146 8.261495 4.773306 -0.333795 1.576386 0.0383 0.0344 0.0013 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.761567 1.253651 0.305057 1.174102 5.924953 3.402448 -0.123423 1.129258 0.0404 0.0359 0.0032 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.354363 1.139185 -0.721255 2.191364 6.434884 0.841790 -0.574180 1.224198 0.0374 0.0361 0.0039 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.250590 1.912867 -1.100696 7.970258 3.438121 7.121207 0.804497 -0.631732 0.7430 0.6600 0.4356 4.195819 3.572235
2459720 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.178661 0.716640 -0.053652 1.226460 1.532493 6.421776 -0.667755 0.184207 0.0367 0.0337 0.0036 nan nan
2459719 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.482187 0.870821 -0.714468 1.059904 5.976657 8.521013 -0.495838 2.468411 0.0397 0.0351 0.0027 nan nan
2459718 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.718444 1.476062 -0.905613 1.307489 3.452961 2.735640 -0.851949 1.190657 0.0398 0.0391 0.0053 nan nan
2459717 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.402032 1.768479 0.187822 1.971628 1.830765 -0.182793 -0.626986 0.487411 0.0427 0.0397 0.0057 nan nan
2459716 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.682417 0.996184 -0.726190 1.083173 5.843874 1.265950 -0.214886 1.222245 0.0408 0.0350 0.0028 nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.398079 1.357262 3.169508 8.123966 4.669783 8.311289 -1.056615 -1.054717 0.7229 0.6477 0.4389 4.091802 4.377755
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.738349 1.521988 -0.816895 1.478070 6.760387 0.815481 -0.216702 0.412840 0.0402 0.0372 0.0035 nan nan
2459712 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.375595 2.943008 3.947104 9.152032 4.191711 8.146079 0.438059 0.047386 0.6547 0.6439 0.3869 4.623821 4.326665
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.199528 0.947947 -0.000135 1.273287 0.060581 -0.812506 -0.456892 -0.651362 0.0353 0.0346 0.0026 nan nan
2459710 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.217922 1.001131 -0.660270 1.022903 3.798244 -0.105605 -0.608108 -0.221337 0.0369 0.0361 0.0040 nan nan
2459708 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.365886 1.215903 4.988514 8.384449 6.147350 8.285610 -1.708461 0.691079 0.7256 0.6625 0.4139 0.000000 0.000000
2459707 RF_ok 0.00% 0.76% 0.76% 0.00% 100.00% 0.00% 1.273265 1.167389 -0.410640 -0.297211 -1.313376 -1.395976 -3.777926 -4.013357 0.7774 0.7454 0.2913 0.000000 0.000000
2459706 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459705 RF_ok 0.00% 100.00% 100.00% 0.00% - - 0.400108 1.654240 -0.384824 1.541742 1.371247 2.825452 -0.959443 0.518751 0.0389 0.0316 0.0029 nan nan
2459703 RF_ok 100.00% 100.00% 100.00% 0.00% - - 1.281128 1.866769 2.661451 4.801457 47.329325 65.880432 34.834987 39.599974 0.0471 0.0311 0.0022 nan nan
2459702 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.659948 -0.184075 6.395459 7.705186 2.882882 2.274968 -1.684007 -1.671985 0.0863 0.0962 0.0079 -0.000000 -0.000000
2459701 RF_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.751013 -0.707985 1.665309 2.639047 1.879150 0.943636 -1.194930 -1.103048 0.0905 0.0919 0.0084 1.302817 1.306424
2459697 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1419.134225 1419.134225 1282.574075 1282.574075 1036.412366 1036.412366 2764.937805 2764.937805 1.0000 1.0000 0.0000 8743.655762 8743.655762
2459696 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 322.280986 322.280986 292.251946 292.251946 299.293486 299.293486 1206.597555 1206.597555 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 413.989259 413.989259 411.608563 411.608563 427.872465 427.872465 1403.572514 1403.572514 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.569521 1.652504 4.307409 5.234797 4.828232 6.301065 -1.929501 -1.732588 0.6828 0.6438 0.3992 4.365791 3.928773
2459693 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.194096 0.812622 6.669686 8.037351 4.119477 5.026695 7.769500 8.795183 0.7362 0.7202 0.2623 6.761154 6.707829
2459692 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.946559 2.590514 4.396729 4.964160 2.516094 2.754874 3.708678 5.270190 0.7497 0.7623 0.2082 4.297060 4.246151
2459691 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.455913 1.211355 10.109352 10.794238 3.318870 2.302165 -3.345552 -2.450689 0.6476 0.6264 0.3077 9.061512 7.641619
2459690 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.338587 5.323912 18.294085 18.345117 6.982046 5.620570 -5.468593 -6.925279 0.6420 0.6260 0.3406 7.186123 6.058373
2459689 RF_ok 100.00% - - - - - 3.483060 4.317560 14.422781 14.816239 nan nan -10.619603 -10.340121 nan nan nan nan nan
2459688 RF_ok 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 1.210153 1.207799
2459687 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459686 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.911372 18.812828 45.268799 47.470540 11.625080 9.350665 -0.171060 0.501921 0.0525 0.0520 -0.0003 1.197098 1.192074
2459685 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.100251 20.793676 44.378599 46.423297 11.847370 9.411804 -0.108363 0.572740 0.0592 0.0587 0.0004 1.191460 1.177465
2459684 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.045593 21.625664 58.031011 60.996423 7.462102 6.134609 0.203546 1.248391 0.0564 0.0567 0.0001 1.663348 1.622703
2459676 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.505093 23.445534 66.178875 70.122937 17.244547 18.427885 2.382622 4.662100 0.0312 0.0284 0.0014 1.226855 1.217656
2459675 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.198581 22.682118 57.535560 60.739019 23.949298 22.528395 2.663531 4.560353 0.0298 0.0291 0.0016 1.203851 1.200979
2459674 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.505468 24.705865 59.623673 63.105005 15.786390 15.112048 2.199503 3.878403 0.0304 0.0301 0.0024 1.172210 1.167319
2459673 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.292404 27.859492 80.905720 84.859663 29.880917 30.365163 3.955502 6.325374 0.0298 0.0294 0.0015 0.000000 0.000000
2459672 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.895872 21.031282 59.574053 63.152259 10.935394 10.131926 0.528277 1.299907 0.0312 0.0303 0.0024 1.072871 1.069143
2459671 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.009976 26.639552 58.627951 61.632965 32.898048 36.400011 9.168733 11.411238 0.0322 0.0311 0.0024 0.000000 0.000000
2459670 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459668 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.954076 21.470304 79.532076 83.814682 32.377574 31.898954 30.936274 28.654196 0.0626 0.0490 0.0063 1.709936 1.682910
2459665 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.406391 24.124069 62.051046 65.429122 15.324860 18.617245 7.138516 11.074681 0.0592 0.0458 0.0052 1.835625 1.778495
2459664 RF_ok 100.00% 100.00% 100.00% 0.00% - - -0.768647 -0.057508 4.253835 2.234895 0.950057 0.786095 -0.658584 0.709897 0.0373 0.0338 0.0007 nan nan
2459663 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.346935 29.065930 120.559231 126.340613 54.107223 54.073401 6.164359 9.022804 0.0579 0.0437 0.0068 2.222218 1.955628
2459662 RF_ok 100.00% 100.00% 100.00% 0.00% - - 12.505380 12.970658 8.314881 10.047111 0.746705 4.046997 2.845554 7.251773 0.0401 0.0462 0.0025 nan nan
2459661 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.850071 23.651732 88.621470 93.286724 28.170072 28.292332 16.844421 14.655356 0.0588 0.0438 0.0062 1.657483 1.535450
2459660 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.759880 19.518678 81.730598 86.558932 32.377832 31.843863 6.091636 6.236166 0.0542 0.0419 0.0046 1.576425 1.554441
2459659 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.151404 22.416536 68.674031 72.515345 32.404930 32.450737 6.981317 10.680717 0.0563 0.0402 0.0071 1.617457 1.524039
2459658 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.656986 22.098918 57.055346 59.983083 21.849075 22.274003 6.850468 10.233721 0.0586 0.0421 0.0074 1.593571 1.477895
2459657 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.629771 25.819328 72.836580 77.006304 29.258782 29.714899 14.253056 10.003314 0.0534 0.0436 0.0041 1.427926 1.482819
2459656 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459655 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.505094 14.774891 9.626326 11.621869 0.423888 0.809949 1.813754 5.461563 0.0360 0.0459 0.0032 nan nan
2459653 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.631376 27.487269 56.723262 59.684576 28.457962 29.505651 1.515604 2.536055 0.0539 0.0444 0.0039 1.456570 1.482946
2459652 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.118533 32.506454 76.669544 81.004021 29.311578 30.212320 2.414042 4.012012 0.0392 0.0360 0.0006 1.204214 1.196668
2459651 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.078964 35.666232 87.221669 91.316823 13.051040 13.409067 18.830098 18.224462 0.0456 0.0396 0.0025 1.167242 1.162417
2459650 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.092318 23.713363 72.566672 76.327219 25.282307 24.388467 21.328748 21.849526 0.0405 0.0369 0.0009 1.201525 1.195005
2459649 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.211588 23.201422 59.326281 63.169744 28.651960 29.593309 6.686830 7.864639 0.0401 0.0353 0.0008 1.143436 1.138225
2459648 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_ok 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 1.929367 1.929367 1037.164620 1037.164620 31035.030108 31035.030108 7.407828 7.407828 0.2085 0.2085 0.0000 0.074639 0.074639
2459646 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.070449 21.709756 67.544526 71.894705 28.492381 30.365712 2.878112 5.116087 0.0568 0.0465 0.0058 1.441974 1.380959
2459645 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.397338 22.730874 72.821538 77.663637 27.057007 27.894670 14.210249 22.875618 0.0580 0.0486 0.0048 1.518675 1.503134
2459642 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.732795 22.345035 86.591889 92.061826 29.600712 33.081320 2.451434 4.618601 0.0569 0.0462 0.0060 1.565633 1.549273
2459641 RF_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4649 0.4611 0.0033 nan nan
2459640 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.072562 24.755130 71.039923 75.276162 28.460200 32.574374 1.382061 2.935920 0.0575 0.0454 0.0068 1.563506 1.509280
2459639 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.877136 20.664360 70.259678 74.396907 25.746981 28.720813 2.449016 4.301413 0.0570 0.0452 0.0065 1.416180 1.339135
2459638 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0542 0.0464 0.0030 nan nan
2459637 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.499144 20.312315 80.410371 85.544687 30.083403 34.928487 1.380227 3.215623 0.0565 0.0461 0.0053 1.490891 1.446291
2459636 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.728783 22.004616 81.232628 86.052323 23.008233 27.269419 -0.094823 1.045272 0.0527 0.0434 0.0047 1.502809 1.480077
2459635 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.965475 23.141646 74.293780 79.349325 30.965773 35.757582 0.539949 1.412614 0.0569 0.0453 0.0065 1.513136 1.528887
2459634 RF_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.742063 0.742063 0.743606 0.743606 0.643693 0.643693 0.642912 0.642912 1.0000 1.0000 0.0000 0.150535 0.150535
2459633 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.484935 23.100810 87.406061 92.877566 34.335006 39.685970 2.018535 3.748690 0.0454 0.0372 0.0024 1.557801 1.640451
2459632 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.336888 23.257901 74.226995 78.693211 21.710615 25.993564 0.565456 1.734390 0.0508 0.0371 0.0062 1.445791 1.394714
2459631 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.087513 27.412050 82.625944 87.434154 28.263896 33.052621 1.980246 3.799844 0.0539 0.0383 0.0069 1.530053 1.441804
2459630 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.776444 30.533005 73.536266 78.094833 34.970407 42.405643 2.740182 5.015154 0.0561 0.0408 0.0071 1.606898 1.523147
2459629 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.630136 26.946522 84.452420 89.321901 28.360651 33.982638 3.526953 5.382536 0.0485 0.0354 0.0060 1.528412 1.487441
2459628 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.335771 22.012779 68.242518 72.529700 24.831599 29.578341 2.516434 4.622433 0.0483 0.0359 0.0051 1.392629 1.360167
2459627 RF_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.076801 1.076801 1.084847 1.084847 1.209531 1.209531 1.190498 1.190498 1.0000 1.0000 0.0000 0.093295 0.093295
2459626 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.694164 22.228277 63.345004 67.471138 28.288567 34.080016 4.559980 7.601273 0.0517 0.0392 0.0047 1.414481 1.372805
2459625 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.706072 22.287860 70.237253 74.486654 30.112916 37.552154 0.680957 2.101083 0.0506 0.0383 0.0051 1.453436 1.413383
2459624 RF_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
2459623 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.738132 24.766292 123.156752 130.113692 19.471312 23.632333 1.301989 2.994010 0.0418 0.0355 0.0015 0.000000 0.000000
2459621 RF_ok 100.00% - - - 100.00% 0.00% 19.083141 24.936482 75.478762 81.187841 27.064688 28.893480 7.128148 10.626136 nan nan nan -0.000000 -0.000000
2459620 RF_ok 100.00% 100.00% 100.00% 0.00% - - 13.301022 12.931595 10.933639 13.212869 1.197082 1.955758 3.121700 7.311958 0.0365 0.0410 0.0049 nan nan
2459619 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.026624 19.992934 71.490755 75.566641 30.751013 37.932963 0.621346 1.559550 0.0416 0.0368 0.0003 0.000000 0.000000
2459618 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.330109 24.212818 78.504970 83.358455 30.468906 38.125062 2.500364 4.618124 0.0429 0.0370 0.0023 1.885726 1.751972
2459617 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.602749 19.957596 69.775054 74.047789 31.189789 38.654245 4.054011 6.855075 0.0432 0.0380 0.0015 1.375286 1.360452
2459616 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.939523 21.281679 107.400073 113.568386 34.717304 43.645311 1.979711 3.120761 0.0430 0.0374 0.0010 2.391758 2.030118
2459615 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.663192 23.704803 67.507686 71.555750 24.696354 30.134009 1.581457 3.235177 0.0436 0.0388 0.0012 0.000000 0.000000
2459614 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.935760 24.353024 74.355400 78.638158 23.223692 29.231465 1.260126 3.208455 0.0428 0.0381 0.0007 0.000000 0.000000
2459613 RF_ok 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.589473 16.609664 76.364495 80.582913 46.795263 50.985777 36.218062 47.066201 0.0408 0.0356 0.0008 0.000000 0.000000
2459611 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.665993 20.430316 54.476415 57.500965 25.810712 31.162621 8.685940 14.511543 0.0450 0.0344 0.0034 1.598046 1.481160
2459610 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.646835 23.457241 70.568533 74.734578 27.065121 33.875456 18.550677 22.116216 0.0458 0.0360 0.0035 1.521613 1.470003
2459609 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.903893 24.448646 87.966505 92.867488 24.554663 30.871641 15.817107 17.068717 0.0457 0.0377 0.0023 1.719372 1.701841
2459608 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.417334 20.175166 101.121972 106.547106 28.941347 36.193801 5.534544 6.951066 0.0475 0.0363 0.0036 1.853822 1.643085
2459607 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.442833 11.886263 24.162853 24.658719 38.260115 38.918252 -2.611017 -2.485764 0.0346 0.0321 0.0001 1.617196 1.676861
2459605 RF_ok 0.00% 100.00% 100.00% 0.00% - - 0.647316 -0.680244 0.340282 0.367692 -1.248914 -0.862929 -1.588661 0.092697 0.0326 0.0262 0.0010 nan nan
2459604 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.994513 24.244745 84.949719 89.614784 34.477580 44.210146 18.888881 21.445169 0.0477 0.0382 0.0031 1.216984 1.199194
2459603 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.108942 19.395970 85.718791 90.377643 10.844210 12.722227 2.961413 3.134602 0.0441 0.0371 0.0018 1.611584 1.529898
2459602 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.250291 20.714384 102.797907 108.369766 20.891215 25.681122 7.527001 12.360444 0.0466 0.0358 0.0041 1.467445 1.407593
2459598 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.444116 20.842062 80.191357 84.699134 29.665463 36.343304 5.919171 8.291087 0.0523 0.0374 0.0070 1.617361 1.501290
2459597 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.509369 19.904093 90.168129 95.363216 23.642587 30.158486 6.596449 8.670170 0.0483 0.0365 0.0045 1.395290 1.337340
2459596 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.622931 314.648961 inf inf 53.794790 53.670740 509.270927 504.941708 nan nan nan 0.000000 0.000000
2459595 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.388932 31.259432 85.870072 89.433881 20.319017 16.818582 25.161186 26.418596 0.0671 0.0534 0.0041 1.562731 1.501312
2459594 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.067812 10.275408 78.659205 82.482312 20.981833 26.541908 26.287670 30.030024 0.0502 0.0410 0.0031 1.226681 1.207176
2459593 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.917239 17.100314 82.836576 87.375328 30.401877 37.338314 13.600228 12.250280 0.0524 0.0387 0.0062 1.437709 1.374956
2459592 RF_ok 100.00% 100.00% 100.00% 0.00% - - 1.654088 1.643039 7.670062 8.391123 0.167671 0.978385 -1.654613 0.450729 0.0411 0.0284 0.0010 nan nan
2459591 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.510254 19.791456 96.778049 101.383066 26.409854 32.256411 1.326546 2.462274 0.0513 0.0356 0.0076 1.569612 1.456616
2459590 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.668471 24.005684 89.803586 94.389875 27.882812 34.307006 3.109121 4.386345 0.0494 0.0368 0.0056 1.484722 1.426506
2459589 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.709303 22.606854 83.443905 87.419662 16.568595 21.571514 18.640222 17.309146 0.0516 0.0427 0.0031 1.219532 1.205420
2459588 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.327391 15.534715 101.541045 106.963701 21.636773 24.586109 14.485347 13.311288 0.0498 0.0392 0.0030 1.544235 1.423747
2459587 RF_ok 100.00% - - - 100.00% 0.00% 18.802901 21.122946 129.744487 136.889747 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 1.232932 1.234332
2459586 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.686030 18.908318 31.810637 32.875658 9.798115 11.460455 6.635091 7.963011 0.0546 0.0406 0.0074 1.582609 1.466055
2459585 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.955134 25.975732 10.394805 11.396808 9.312595 10.068549 1.481376 4.298792 0.0407 0.0288 0.0014 0.000000 0.000000
2459584 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.214600 25.029389 111.688207 117.194687 16.210746 18.445823 24.140904 23.929774 0.0455 0.0346 0.0048 0.000000 0.000000
2459583 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.589596 19.095702 34.592749 36.267043 19.574970 23.235310 -0.055519 0.414935 0.0513 0.0377 0.0062 2.164324 1.872599
2459582 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.579796 16.249514 31.092849 32.904561 23.484577 27.997525 0.009150 0.530699 0.0483 0.0352 0.0063 1.758395 1.572274
2459581 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.818116 22.768253 36.001833 37.127836 18.454680 22.504616 0.235488 0.595596 0.0504 0.0386 0.0050 1.487593 1.433648
2459580 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.395846 17.114549 36.165043 38.021022 20.477677 23.647588 -0.241923 0.378887 0.0518 0.0414 0.0041 2.082533 1.787782
2459579 RF_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
2459578 RF_ok 0.00% 100.00% 100.00% 0.00% - - 2.204121 1.672163 2.986349 3.142234 -0.226250 -0.012483 0.548592 1.904134 0.0328 0.0289 0.0005 nan nan
2459577 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.877868 21.787393 33.426687 34.700760 20.569597 24.524744 0.096378 0.635003 0.0482 0.0356 0.0056 1.222973 1.214828
2459576 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.357163 16.826037 26.556413 27.812041 18.793907 21.620783 0.741167 1.289444 0.0505 0.0368 0.0066 1.916390 1.524829
2459575 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.543596 17.344254 26.356998 27.682198 15.460131 16.992743 7.293821 6.399671 0.0502 0.0392 0.0047 0.944914 0.932112
2459574 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.734512 15.841974 25.280654 26.455934 20.402748 24.154743 1.094452 0.794422 0.0487 0.0365 0.0051 1.759185 1.452300
2459573 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.338068 16.316734 43.559922 45.530380 24.322891 27.880959 0.643545 1.663281 0.0502 0.0390 0.0054 0.000000 0.000000
2459572 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.166375 16.273578 25.390617 26.596927 15.621064 17.712937 1.783314 2.914919 0.0522 0.0387 0.0067 2.427454 1.776796
2459571 RF_ok 0.00% 100.00% 100.00% 0.00% - - 1.702143 1.308843 2.868845 3.221551 -0.247995 -0.263861 0.442662 2.172088 0.0315 0.0289 0.0010 nan nan
2459570 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.429968 21.067756 15.298801 16.512369 1.252821 1.750595 2.604753 3.475546 0.0578 0.0471 0.0047 1.276374 1.286193
2459569 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.599363 19.593564 33.400379 34.549716 10.619141 10.832991 8.335874 9.132280 0.0553 0.0411 0.0058 1.662191 1.410105
2459566 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.049130 15.891664 33.184999 34.526441 18.733500 21.506711 -0.413692 -0.042919 0.0446 0.0342 0.0048 1.180928 1.150589
2459565 RF_ok 100.00% - - - 100.00% 0.00% 12150.971607 11576.117065 89064.159110 78052.728156 nan nan -5.052525 -5.052525 nan nan nan 0.000000 0.000000
2459564 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.390829 14.393578 35.177198 36.668618 2.151488 2.223332 0.186192 0.781428 0.0620 0.0485 0.0091 2.008505 1.437062
2459563 RF_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
2459562 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.794685 10.494993 17.382645 18.126467 2.338757 2.657546 0.621192 1.131927 0.0621 0.0498 0.0084 2.085381 1.470230
2459561 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.444023 11.107932 16.589106 17.291715 2.704392 2.893359 1.035265 1.860893 0.0663 0.0525 0.0090 2.618844 1.616226
2459560 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.597432 10.085559 17.025604 17.529007 2.415412 2.919227 0.654509 1.091694 0.0579 0.0468 0.0067 2.483827 1.577388
2459559 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.076738 12.987744 18.568672 19.212309 2.731798 3.233878 0.879632 1.521260 0.0645 0.0533 0.0078 1.758254 1.371890
2459558 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.724872 17.228688 34.922432 36.819699 21.203878 23.032789 1.233392 2.226867 0.0591 0.0479 0.0069 1.192317 1.181422
2459557 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0385 0.0369 0.0009 nan nan
2459556 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.104731 17.450786 37.694182 39.824251 19.211613 20.810596 2.651480 4.978345 0.0637 0.0522 0.0076 1.208704 1.193435
2459554 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0554 0.0440 0.0071 nan nan
2459553 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0637 0.0540 0.0069 nan nan
2459552 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.663903 21.380848 50.768079 52.492351 29.360314 32.256556 3.043654 3.811056 0.0577 0.0496 0.0057 1.067651 1.222111
2459551 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.537388 10.640109 20.537516 21.286950 3.252944 4.122445 1.012095 1.721016 0.0610 0.0499 0.0078 1.591850 1.328913
2459550 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0340 0.0307 0.0018 nan nan
2459549 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.436214 16.259748 38.182743 39.665707 20.692364 22.725371 1.029331 2.067989 0.0562 0.0492 0.0046 1.274839 1.269515
2459542 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.376508 23.221409 77.126602 80.018388 1.140168 2.018858 0.552074 1.333804 0.0595 0.0509 0.0058 1.265149 1.250777
2459541 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.512634 9.954877 38.258129 37.378270 223.300418 264.896651 7.724733 16.076136 0.0686 0.0595 0.0058 1.147326 1.135548
2459540 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.626257 16.733287 17.318320 18.311285 4.134229 5.334154 0.636094 1.186732 0.0599 0.0521 0.0044 1.248554 1.241905
2459536 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.627805 28.297407 65.844889 68.055851 29.293469 31.582499 2.223874 3.658069 0.0517 0.0463 0.0032 1.410896 1.397888
2459535 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.559237 13.871546 16.092048 16.808178 2.435463 5.746282 0.135085 0.838499 0.0410 0.0381 0.0013 1.168778 1.163704
2459534 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.823714 13.637046 14.341793 14.921650 2.433060 4.169903 -0.063797 0.193432 0.0442 0.0411 0.0013 1.154921 1.149489
2459533 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.170526 20.979294 35.650894 37.291295 17.793423 20.670704 1.054825 2.444943 0.0431 0.0394 0.0015 1.132897 1.126832
2459532 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.443753 23.165653 45.892042 48.338652 22.075489 25.495018 0.405261 1.268698 0.0435 0.0408 0.0012 0.000000 0.000000
2459530 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.155663 11.838128 14.513650 15.099012 3.340984 4.212371 0.342869 0.688751 0.0466 0.0439 0.0014 1.189534 1.183978
2459527 RF_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.373891 28.866235 53.926414 56.206194 40.484748 35.060977 -0.008663 1.029452 0.0689 0.0837 0.0090 0.000000 0.000000
2459523 RF_ok 100.00% - - - 100.00% 0.00% 21.954792 24.527819 52.336019 53.692071 17.744919 29.784691 1.902202 3.021156 nan nan nan 1.356789 1.331023
2459522 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.726776 23.874198 49.333435 52.214809 10.917966 23.761762 0.887307 2.273185 0.0607 0.0534 0.0031 1.413245 1.390406
2459513 RF_ok 0.00% 100.00% 100.00% 0.00% - - 2.107891 1.671422 3.068734 3.559174 -0.158310 0.433713 0.649777 2.996142 0.0519 0.0443 0.0098 nan nan
2459508 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.829658 32.643583 50.429515 52.950826 18.174805 15.857660 12.750140 14.245700 0.0431 0.0421 0.0004 0.000000 0.000000
2459505 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 83.195176 114.092461 112.974912 114.665592 97.444761 103.895660 610.701365 586.048119 0.0098 0.0069 0.0054 1.100052 1.099520

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 57: 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
57 N04 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 57: 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
57 N04 RF_maintenance ee Temporal Variability 31.502749 -0.046100 30.390356 2.783909 14.363992 1.063148 31.502749 -0.029878 2.807989

Antenna 57: 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
57 N04 RF_maintenance ee Shape 15.594240 -0.742548 15.594240 3.240584 11.135811 1.978445 15.428487 2.512031 0.967526

Antenna 57: 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
57 N04 RF_maintenance ee Power 43.508052 10.830264 19.305682 3.722233 43.508052 22.525094 24.904539 22.630700 18.984076

Antenna 57: 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
57 N04 RF_maintenance ee Temporal Variability 45.795457 19.129084 17.882293 39.653888 1.137299 45.795457 36.745074 4.733379 12.007963

Antenna 57: 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
57 N04 RF_maintenance ee Power 58.319758 17.735761 9.650534 58.319758 2.018392 20.565102 19.318271 4.160842 11.114093

Antenna 57: 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
57 N04 RF_maintenance ee Power 52.140465 12.469463 20.900214 0.658150 52.140465 21.339836 22.778518 3.177717 2.945613

Antenna 57: 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
57 N04 RF_maintenance ee Power 71.640451 25.470476 15.118030 71.640451 1.372772 24.190558 26.139864 11.229252 18.049782

Antenna 57: 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
57 N04 RF_maintenance ee Power 48.229045 14.006506 22.038681 2.531729 48.229045 37.629294 41.346433 10.495733 4.507131

Antenna 57: 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
57 N04 RF_maintenance ee Power 53.501765 12.730125 20.913372 2.524579 53.501765 40.457275 42.201159 18.024719 13.778077

Antenna 57: 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
57 N04 digital_ok ee Power 53.375538 12.793141 22.308596 2.273433 53.375538 24.536246 24.037143 21.105732 18.153549

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 60.681618 17.946099 19.068712 1.677815 36.344038 37.682779 60.681618 3.256583 1.295872

Antenna 57: 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
57 N04 digital_ok ee Power 53.013890 21.353058 12.293114 53.013890 1.254014 20.814144 21.298850 11.725740 13.409401

Antenna 57: 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
57 N04 digital_ok ee Power 51.751567 10.827305 17.774270 6.883884 51.751567 27.247529 26.798643 16.569957 14.884450

Antenna 57: 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
57 N04 digital_ok nn Temporal Discontinuties 2205.648789 45.426691 81.816561 123.864461 172.780851 30.800216 28.149677 1016.445770 2205.648789

Antenna 57: 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
57 N04 digital_ok nn Temporal Discontinuties 2563.587254 135.164441 55.113765 161.415259 109.219677 36.649601 33.460614 2563.587254 1090.462358

Antenna 57: 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
57 N04 digital_ok nn Temporal Discontinuties 3690.108450 49.314503 76.490294 103.475003 128.954882 39.616561 51.160818 1570.328596 3690.108450

Antenna 57: 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
57 N04 digital_ok ee Power 51.318211 17.814249 -0.454513 51.318211 -1.168441 33.752936 2.808766 9.509048 2.634964

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 40.787795 21.666538 0.836817 38.035969 1.535451 40.787795 9.278209 2.030450 1.213941

Antenna 57: 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
57 N04 digital_ok ee Power 68.937615 21.861035 2.621430 68.937615 5.401371 51.934023 4.925592 23.932645 1.523500

Antenna 57: 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
57 N04 digital_ok ee Power 62.648796 1.784847 32.722029 1.622141 62.648796 6.935595 46.653858 3.434984 7.605177

Antenna 57: 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
57 N04 digital_ok ee Power 64.925578 -1.141083 30.170720 4.569591 64.925578 14.811813 49.050034 8.328795 17.359309

Antenna 57: 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
57 N04 digital_ok ee Power 66.337346 -0.904314 25.712822 4.989209 66.337346 8.425123 52.570715 2.279250 7.198805

Antenna 57: 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
57 N04 digital_ok ee Power 53.286445 26.830357 -1.177379 53.286445 4.299070 33.792462 6.074339 6.947859 1.901371

Antenna 57: 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
57 N04 digital_ok ee Power 64.406897 2.595983 28.559707 1.963144 64.406897 8.823564 52.118953 4.152530 10.483061

Antenna 57: 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
57 N04 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 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
57 N04 digital_ok ee Power 65.480532 26.215601 1.522957 65.480532 -0.426519 49.607686 2.797366 0.689860 0.484398

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 24.269312 1.194590 23.190222 0.217904 19.993166 2.202315 24.269312 3.174374 4.805790

Antenna 57: 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
57 N04 digital_ok ee Shape 21.262067 3.096334 21.262067 1.808051 9.376344 1.663040 13.733389 3.724412 2.784247

Antenna 57: 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
57 N04 digital_ok nn Temporal Variability 5.743242 3.263594 0.668652 5.663463 0.400753 1.663354 5.743242 0.178178 1.296898

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 23.796771 0.351881 14.508955 -0.274314 11.661617 8.801273 23.796771 2.252383 1.721287

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 36.438721 20.509989 0.041771 9.219381 -1.240093 36.438721 7.992932 1.197962 3.185217

Antenna 57: 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
57 N04 digital_ok ee Power 19.700783 0.797989 8.050259 4.379611 19.700783 5.047012 10.021090 0.985084 6.305695

Antenna 57: 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
57 N04 digital_ok ee Power 7.403496 4.877254 -0.435792 7.403496 0.174404 4.983034 -0.572304 3.689122 -0.101021

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 4.780185 -0.588017 3.314385 0.254812 4.114899 -0.410040 4.780185 -0.269696 1.935619

Antenna 57: 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
57 N04 digital_ok nn Power 4.575644 1.684365 0.388572 4.575644 0.122892 3.616649 1.722582 -1.927114 0.487447

Antenna 57: 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
57 N04 digital_ok nn Power 5.833831 1.768450 2.943288 5.833831 5.545279 5.727974 5.706273 -1.219292 2.800141

Antenna 57: 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
57 N04 digital_ok ee Power 13.704636 6.201730 1.906996 13.704636 6.185641 7.677907 4.905830 4.253565 -1.214392

Antenna 57: 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
57 N04 digital_ok ee Power 6.546864 5.094156 -0.204791 6.546864 0.462845 1.980298 0.178775 3.658218 -0.155628

Antenna 57: 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
57 N04 digital_ok ee Power 5.720168 -0.747822 4.408346 -0.225414 5.720168 -0.370033 4.566475 -0.588596 2.829727

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 13.391700 2.222922 4.267750 7.943094 8.969576 4.026181 13.391700 -2.092166 4.679953

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 14.828729 2.008281 0.699305 3.381337 2.755729 14.828729 2.063228 10.794072 3.232638

Antenna 57: 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
57 N04 digital_ok ee Power 10.042149 1.680950 5.328738 4.820335 10.042149 4.820130 2.167602 -1.480105 3.963763

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 18.792021 6.423792 1.365713 15.234814 4.683498 18.792021 3.377771 8.517455 -0.584527

Antenna 57: 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
57 N04 digital_ok nn Power 1.386858 -1.054955 1.309659 -1.146997 1.386858 -1.264047 0.903097 -0.768145 -1.684308

Antenna 57: 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
57 N04 digital_ok ee Power 7.209617 3.853434 -0.289292 7.209617 1.133967 5.244291 0.178317 2.430776 -0.325108

Antenna 57: 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
57 N04 digital_ok ee Power 5.996541 -0.203016 3.539403 1.086462 5.996541 0.278213 5.924220 -0.287649 2.437393

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 9.040756 3.673932 0.322252 5.242354 1.455265 9.040756 2.075769 2.907150 -0.869409

Antenna 57: 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
57 N04 digital_ok ee Power 5.602328 3.504891 0.073009 5.602328 1.153789 5.538468 0.826882 2.403856 -0.871233

Antenna 57: 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
57 N04 digital_ok ee Power 8.035636 -0.647560 5.178412 0.905846 8.035636 -0.064909 2.014539 -0.924763 2.928441

Antenna 57: 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
57 N04 digital_ok ee Power 16.015048 5.128559 1.735417 16.015048 7.982880 11.616412 5.447940 4.367942 -1.433703

Antenna 57: 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
57 N04 digital_ok ee Power 21.622724 11.093329 1.353673 21.622724 5.133751 21.255339 7.379754 6.584807 -0.482632

Antenna 57: 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
57 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 24.533540 4.679744 -0.101481 10.680864 2.245960 24.533540 4.682097 4.213547 0.665437

Antenna 57: 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
57 N04 digital_ok ee Shape 8.612352 8.612352 1.598952 2.719675 2.473277 1.395459 7.092450 -0.331118 4.458456

Antenna 57: 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
57 Nnan Not Found ee Shape 18.465929 3.647799 18.465929 4.217900 5.494840 2.345522 2.253847 0.347932 0.505564

Antenna 57: 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
57 N04 digital_ok ee Power 5.178054 -0.239953 4.803263 0.690258 5.178054 0.822550 3.814440 -1.514840 2.516816

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 3.606325 2.661131 1.938150 1.907505 1.231726 3.606325 0.860026 0.186661 -0.135638

Antenna 57: 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
57 N04 digital_ok nn Power 9.110453 2.885603 1.362690 8.427738 9.110453 8.949385 6.985712 2.024274 -0.343322

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 4.577786 2.644101 3.000306 0.995458 3.727161 4.577786 4.520408 -0.142826 0.030294

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 14.265250 5.571751 7.118239 6.140383 1.212282 5.019840 14.265250 0.735769 0.491401

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 14.551302 2.561451 2.066703 2.905326 2.347676 14.551302 4.585388 0.287942 1.448176

Antenna 57: 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
57 N04 digital_ok nn Power 9.870527 0.668681 1.183450 0.198942 9.870527 8.767222 7.689707 0.806040 -1.538283

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 2.475372 0.055494 1.358024 1.248770 1.583993 1.263130 2.475372 0.109298 0.774079

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 5.692801 2.226377 1.785596 2.985714 -0.112132 1.942599 5.692801 1.095008 -0.232188

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 5.584973 1.832347 2.954876 2.896592 0.363492 0.165747 5.584973 1.553946 -0.159043

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 5.286339 2.125929 4.892791 2.953402 0.791947 2.775508 5.286339 2.000837 -0.306982

Antenna 57: 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
57 N04 digital_ok nn Temporal Variability 10.920897 1.425612 3.209338 6.946112 5.630866 10.920897 5.040711 0.022103 2.245161

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 13.510909 4.046679 1.657177 0.803099 2.975257 13.510909 3.808026 -0.083761 1.509864

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 13.243660 1.480230 -0.350432 2.862308 -0.445234 1.141247 13.243660 -0.330910 -0.542372

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 8.261495 0.950746 0.118626 2.161146 -0.648184 4.773306 8.261495 1.576386 -0.333795

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 5.924953 1.253651 0.761567 1.174102 0.305057 3.402448 5.924953 1.129258 -0.123423

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 6.434884 1.139185 0.354363 2.191364 -0.721255 0.841790 6.434884 1.224198 -0.574180

Antenna 57: 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
57 N04 digital_ok nn Power 7.970258 0.250590 1.912867 -1.100696 7.970258 3.438121 7.121207 0.804497 -0.631732

Antenna 57: 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
57 N04 digital_ok nn Temporal Variability 6.421776 0.178661 0.716640 -0.053652 1.226460 1.532493 6.421776 -0.667755 0.184207

Antenna 57: 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
57 N04 digital_ok nn Temporal Variability 8.521013 0.870821 -0.482187 1.059904 -0.714468 8.521013 5.976657 2.468411 -0.495838

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 3.452961 -0.718444 1.476062 -0.905613 1.307489 3.452961 2.735640 -0.851949 1.190657

Antenna 57: 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
57 N04 digital_ok nn Power 1.971628 -0.402032 1.768479 0.187822 1.971628 1.830765 -0.182793 -0.626986 0.487411

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 5.843874 -0.682417 0.996184 -0.726190 1.083173 5.843874 1.265950 -0.214886 1.222245

Antenna 57: 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
57 N04 digital_ok nn Temporal Variability 8.311289 -0.398079 1.357262 3.169508 8.123966 4.669783 8.311289 -1.056615 -1.054717

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 6.760387 1.521988 -0.738349 1.478070 -0.816895 0.815481 6.760387 0.412840 -0.216702

Antenna 57: 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
57 N04 digital_ok nn Power 9.152032 2.943008 0.375595 9.152032 3.947104 8.146079 4.191711 0.047386 0.438059

Antenna 57: 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
57 N04 digital_ok nn Power 1.273287 0.947947 -0.199528 1.273287 -0.000135 -0.812506 0.060581 -0.651362 -0.456892

Antenna 57: 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
57 N04 digital_ok ee Temporal Variability 3.798244 1.001131 -0.217922 1.022903 -0.660270 -0.105605 3.798244 -0.221337 -0.608108

Antenna 57: 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
57 N04 RF_ok nn Power 8.384449 0.365886 1.215903 4.988514 8.384449 6.147350 8.285610 -1.708461 0.691079

Antenna 57: 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
57 N04 RF_ok ee Shape 1.273265 1.167389 1.273265 -0.297211 -0.410640 -1.395976 -1.313376 -4.013357 -3.777926

Antenna 57: 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
57 N04 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 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
57 N04 RF_ok nn Temporal Variability 2.825452 1.654240 0.400108 1.541742 -0.384824 2.825452 1.371247 0.518751 -0.959443

Antenna 57: 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
57 N04 RF_ok nn Temporal Variability 65.880432 1.866769 1.281128 4.801457 2.661451 65.880432 47.329325 39.599974 34.834987

Antenna 57: 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
57 N04 RF_ok nn Power 7.705186 -0.659948 -0.184075 6.395459 7.705186 2.882882 2.274968 -1.684007 -1.671985

Antenna 57: 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
57 N04 RF_ok nn Power 2.639047 -0.707985 -0.751013 2.639047 1.665309 0.943636 1.879150 -1.103048 -1.194930

Antenna 57: 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
57 N04 RF_ok ee Temporal Discontinuties 2764.937805 1419.134225 1419.134225 1282.574075 1282.574075 1036.412366 1036.412366 2764.937805 2764.937805

Antenna 57: 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
57 N04 RF_ok nn Temporal Discontinuties 1206.597555 322.280986 322.280986 292.251946 292.251946 299.293486 299.293486 1206.597555 1206.597555

Antenna 57: 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
57 N04 RF_ok ee Temporal Discontinuties 1403.572514 413.989259 413.989259 411.608563 411.608563 427.872465 427.872465 1403.572514 1403.572514

Antenna 57: 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
57 N04 RF_ok nn Temporal Variability 6.301065 1.652504 1.569521 5.234797 4.307409 6.301065 4.828232 -1.732588 -1.929501

Antenna 57: 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
57 4 RF_ok nn Temporal Discontinuties 8.795183 0.194096 0.812622 6.669686 8.037351 4.119477 5.026695 7.769500 8.795183

Antenna 57: 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
57 4 RF_ok nn Temporal Discontinuties 5.270190 0.946559 2.590514 4.396729 4.964160 2.516094 2.754874 3.708678 5.270190

Antenna 57: 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
57 4 RF_ok nn Power 10.794238 0.455913 1.211355 10.109352 10.794238 3.318870 2.302165 -3.345552 -2.450689

Antenna 57: 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
57 4 RF_ok nn Power 18.345117 5.338587 5.323912 18.294085 18.345117 6.982046 5.620570 -5.468593 -6.925279

Antenna 57: 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
57 4 RF_ok nn Power 14.816239 3.483060 4.317560 14.422781 14.816239 nan nan -10.619603 -10.340121
In [ ]: