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 = "181"
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 181 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 181, Node N13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.114124 60.672956 33.184924 5.761502 41.577867 29.652324 3.916187 7.497271 0.0450 0.2930 0.1530 1.268771 3.041975
2459808 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.296845 43.444940 63.609174 6.779791 29.465346 30.786158 6.573240 14.022128 0.0475 0.3158 0.1482 1.275977 2.646226
2459807 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.032950 45.106929 46.162845 4.701511 25.009238 28.197955 23.078022 22.347760 0.0508 0.3089 0.1606 1.258442 2.831224
2459806 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.851753 71.386215 42.723373 5.789603 45.562621 36.348355 8.088322 10.254412 0.0490 0.2481 0.1205 1.250423 2.837297
2459805 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.412833 41.724079 61.746376 6.925402 20.662679 25.575094 5.127725 8.873959 0.0498 0.3127 0.1608 1.238751 2.615653
2459804 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.700662 46.536745 55.194671 6.603860 22.897149 26.121984 3.592304 7.802146 0.0512 0.3207 0.1647 1.218380 4.061626
2459803 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.609268 54.210998 72.586952 7.681876 24.316396 28.819052 12.910372 19.498440 0.0505 0.2930 0.1472 1.299935 2.393070
2459802 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.386566 59.831416 51.351563 5.212903 41.508152 39.379247 6.031439 16.338809 0.0478 0.2875 0.1443 1.194673 4.065942
2459801 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.414618 48.391119 54.198314 5.790141 42.179196 47.594267 16.107279 30.644051 0.0498 0.3174 0.1499 1.215011 2.736223
2459800 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459799 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.891121 65.080284 39.047210 5.023968 60.493468 46.717650 2.595253 12.162117 0.0460 0.2571 0.1438 1.223466 3.511241
2459798 digital_ok 100.00% 100.00% 89.25% 0.00% 100.00% 0.00% 22.347247 46.848140 53.686735 6.050213 20.954387 22.688220 13.319240 16.860385 0.0475 0.3173 0.1933 1.187366 4.075348
2459797 digital_ok 100.00% 100.00% 81.18% 0.00% 100.00% 0.00% 18.542038 39.623271 52.452953 5.540502 26.973689 28.434441 16.975065 17.046099 0.0519 0.3217 0.1906 1.204433 2.412046
2459796 digital_ok 100.00% 100.00% 78.49% 0.00% 100.00% 0.00% 20.575213 41.509995 65.847745 7.756570 23.929917 23.763291 17.934510 20.572593 0.0522 0.3210 0.1785 0.000000 0.000000
2459795 digital_ok 100.00% 100.00% 65.05% 0.00% 100.00% 0.00% 23.393641 49.815228 54.610833 6.617304 26.947650 27.017214 17.083124 14.795137 0.0528 0.3277 0.1878 1.240594 4.248496
2459794 digital_ok 100.00% 100.00% 61.83% 0.00% 100.00% 0.00% 22.764599 44.632454 54.936380 7.222127 32.566828 31.746710 26.242442 23.342333 0.0472 0.3217 0.1674 0.000000 0.000000
2459793 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
2459792 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
2459791 digital_ok 100.00% 100.00% 70.27% 0.00% 100.00% 0.00% 20.540002 45.299098 70.168191 7.271662 52.728834 32.756637 37.685361 8.629249 0.0494 0.3065 0.1573 1.243340 2.771666
2459790 digital_ok 100.00% 100.00% 80.65% 0.00% 100.00% 0.00% 31.794138 72.036315 63.630336 6.435849 46.753056 50.130643 9.134681 13.535439 0.0446 0.2882 0.1601 1.234410 2.740933
2459789 digital_ok 100.00% 100.00% 80.65% 0.00% 100.00% 0.00% 29.131113 67.395775 68.972597 16.929139 49.370401 45.294941 21.623774 26.394994 0.0438 0.2840 0.1506 1.328391 2.228518
2459788 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
2459787 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.948951 61.179755 56.686790 12.933220 33.930133 31.509631 9.321796 11.558797 0.0451 0.2576 0.1349 1.297849 1.991741
2459786 digital_ok 100.00% 100.00% 96.77% 0.00% 100.00% 0.00% 27.633318 66.610811 68.621922 16.028835 52.279278 51.724250 13.713843 33.777799 0.0465 0.2627 0.1335 1.086702 1.691242
2459785 digital_ok 100.00% 100.00% 93.02% 0.00% 100.00% 0.00% 17.626825 54.910830 69.974027 11.667626 45.193777 32.786827 1.154410 14.005213 0.0467 0.2626 0.1201 1.275176 2.194901
2459784 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.711518 60.098013 69.862590 14.860099 49.792125 45.124639 1.066984 7.741891 0.0437 0.2465 0.1209 1.239330 1.668910
2459783 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.072979 40.820931 20.327470 14.813731 24.332800 21.187992 4.729572 8.873078 0.0405 0.1827 0.0920 1.290458 1.656279
2459782 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.387940 40.250298 10.091630 7.180609 13.734483 11.680970 3.121526 3.222720 0.0421 0.1590 0.0771 1.205761 1.489387
2459781 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.060282 8.526733 6.075857 4.395933 1.593637 0.789727 0.444013 1.019234 0.0483 0.2042 0.1005 1.205524 1.688978
2459778 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.616990 30.858839 12.606657 9.059269 23.684369 18.121264 2.440152 2.980020 0.0453 0.1937 0.0946 1.208115 1.696739
2459776 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.442352 46.312537 10.114351 6.552807 36.295910 22.521534 2.183696 1.277042 0.0369 0.1844 0.1019 1.221246 1.662609
2459774 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0535 0.2138 0.1067 nan nan
2459773 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.339752 52.924719 2.623694 63.009291 13.107962 7.498597 1.597834 8.095982 0.2534 0.1744 0.1117 2.586220 2.030301
2459772 digital_ok 100.00% 10.75% 24.19% 0.00% 100.00% 0.00% 3.501744 1.068628 4.992834 1.677801 5.215104 1.402316 2.864844 1.856099 0.4260 0.4229 0.2476 2.422220 2.760018
2459771 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
2459770 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.934111 0.998975 9.783731 2.188292 8.228699 2.149039 2.099429 1.454991 0.0561 0.0564 0.0064 1.304716 1.298880
2459769 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.179070 1.935979 11.984699 2.753514 11.279663 2.396346 2.452081 1.907985 0.0549 0.0529 0.0060 1.270557 1.264523
2459768 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.630944 1.671368 12.749160 2.963706 10.941028 1.866322 4.150202 4.075603 0.0401 0.0504 0.0088 1.251940 1.246222
2459767 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.732271 1.448285 5.666187 1.767238 5.002091 1.129028 3.034269 1.739617 0.0569 0.0628 0.0064 1.269937 1.262540
2459766 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.692977 1.359862 5.384684 1.592562 5.791136 1.122311 2.280107 1.254091 0.0523 0.0528 0.0049 1.290804 1.280677
2459765 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.375270 2.395651 16.218837 3.849290 9.928111 2.096809 4.934551 4.048053 0.0506 0.0567 0.0074 1.249582 1.250422
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.674140 1.371870 7.456582 1.777904 5.457585 0.438525 4.107813 1.559539 0.0348 0.0546 0.0056 1.323116 1.297439
2459761 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.210523 0.805749 11.062736 2.649002 7.951671 0.933490 4.088204 4.190514 0.0426 0.0444 0.0034 1.210856 1.207015
2459760 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.065672 1.016000 12.381111 2.898360 16.411516 6.532833 7.384992 7.051085 0.0677 0.0606 0.0064 1.193354 1.185868
2459759 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.105131 0.714596 3.797643 1.021953 4.599739 1.375086 1.831729 1.617161 0.4746 0.4689 0.3194 3.068475 3.108157
2459758 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
2459757 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.423693 0.745155 5.510219 1.463717 4.895814 1.203760 2.108038 2.140070 0.7321 0.6153 0.4288 5.995340 3.961671
2459755 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.738616 0.755557 6.274175 1.813426 5.462898 2.511974 2.544035 2.045933 0.5891 0.5671 0.3763 0.000000 0.000000
2459754 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.706276 0.673619 5.147852 1.638453 3.322628 1.928669 1.898804 1.587750 0.6080 0.5845 0.3921 3.510865 3.872160
2459753 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.184291 1.411236 6.610357 2.139132 6.814865 2.147814 2.410919 2.175236 0.6187 0.6050 0.3896 3.324119 3.904742
2459752 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.898072 1.227057 16.292985 4.064559 10.551015 2.347050 4.140424 2.062175 0.6313 0.6227 0.3857 0.000000 0.000000
2459750 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.906637 1.958751 13.242193 3.301367 16.068948 3.760914 1.696398 1.258030 0.7353 0.6366 0.4242 5.975023 6.333149
2459749 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.256702 1.137805 6.769320 1.929384 3.914339 1.128844 2.490089 2.923496 0.6601 0.6614 0.3988 3.521241 3.847142
2459748 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.311785 0.538517 8.479047 2.284064 4.790248 0.194582 2.978914 3.037022 0.6462 0.6459 0.4028 2.896853 3.204588
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.722726 1.689899 3.000392 1.264197 -0.572751 0.154234 0.378113 2.229170 0.0318 0.0325 0.0011 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.212047 3.471249 5.634055 1.803318 -0.430276 -0.291769 -3.218516 -3.479802 0.0319 0.0368 0.0032 nan nan
2459745 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.059119 1.026453 5.688542 1.724200 5.457290 0.916120 2.628460 1.349486 0.6765 0.6760 0.4068 4.518211 6.654430
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.970154 1.765336 3.555661 1.605543 -1.062244 -0.634798 6.993912 7.930953 0.0375 0.0384 0.0040 nan nan
2459743 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.866119 1.822705 20.419981 4.401255 15.836021 3.164462 3.947279 4.582622 0.7384 0.6492 0.4206 4.362350 4.082434
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - 6.970098 1.625408 5.408537 2.282874 0.242603 -0.014556 0.466645 1.919951 0.0445 0.0304 0.0046 nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.226441 4.360642 6.515161 2.515978 -1.852567 -2.161302 1.234950 2.587395 0.0366 0.0278 0.0040 nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.977645 2.659282 7.115872 3.803488 -0.266027 -1.079901 1.029183 3.526243 0.0393 0.0281 0.0040 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.772492 2.055012 19.270412 4.248293 6.451356 3.461533 4.004357 5.652827 0.7125 0.7029 0.4297 4.034552 4.849767
2459736 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.550667 1.573614 2.804771 2.111404 2.395708 2.093073 -1.815733 2.310754 0.7151 0.6243 0.4345 1.592200 1.559624
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459733 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.248270 1.461672 -1.005442 1.075312 0.064889 -0.263266 0.048555 1.468040 0.0375 0.0377 0.0028 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.615222 1.333473 0.670201 4.621042 0.325166 3.589617 -0.396137 3.433449 0.7076 0.6974 0.4113 5.699690 6.764706
2459730 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.215892 1.690989 -0.952192 1.175971 -0.139821 0.690412 0.013957 1.705564 0.0355 0.0269 0.0015 nan nan
2459728 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.911426 1.537760 -0.946795 1.523886 -0.486695 -0.479106 -0.552313 0.785820 0.0364 0.0288 0.0031 nan nan
2459726 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.744368 1.016175 -0.879782 0.871088 -0.758939 -0.520041 -0.299545 1.877375 0.0364 0.0297 0.0011 nan nan
2459724 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.894579 1.736240 -0.902094 1.416734 -0.649842 -0.024436 -0.071386 2.232325 0.0383 0.0381 0.0001 nan nan
2459723 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.985335 1.238466 -1.032454 1.038746 -0.250113 0.003141 -0.312627 0.968107 0.0347 0.0284 0.0018 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.793524 2.495416 0.184127 5.124829 -0.115040 4.122833 -0.475155 5.112258 0.7159 0.6347 0.4435 4.032213 3.973409
2459720 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.750353 1.140561 -0.866669 1.414683 0.221227 0.257542 -0.407921 0.668468 0.0391 0.0301 0.0013 nan nan
2459719 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.941386 1.215299 -0.880499 0.993647 -1.066076 -0.198736 -0.385424 1.546913 0.0369 0.0295 0.0009 nan nan
2459718 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.877566 1.392088 -0.881226 1.870091 2.883487 0.997131 -0.217271 2.710941 0.0344 0.0310 0.0011 nan nan
2459717 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.855647 1.255215 -0.856816 1.239823 0.079652 -0.153390 -0.337991 2.144283 0.0396 0.0286 0.0016 nan nan
2459716 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.917941 1.175502 -0.837563 1.028215 -0.959066 -0.408483 -0.382305 2.667768 0.0411 0.0384 -0.0002 nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.436526 1.887991 1.362857 4.753904 0.337253 4.445027 -0.808340 5.287048 0.6971 0.6271 0.4458 3.817007 3.827030
2459713 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.154318 1.580549 -0.844944 1.416739 -0.397270 -0.033675 -0.468466 2.137463 0.0368 0.0284 0.0017 nan nan
2459712 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.465238 2.330001 1.152889 4.825982 -0.200155 4.317898 0.259888 1.485418 0.5781 0.5682 0.3762 3.537392 3.638292
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.476429 -0.930201 -0.829657 0.103307 -0.426966 -0.926903 -0.595247 0.259584 0.0379 0.0327 -0.0004 nan nan
2459710 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.309223 -1.098782 -0.723495 -0.165567 -0.184844 -1.272749 -0.568706 0.611667 0.0389 0.0315 0.0001 nan nan
2459708 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.284698 2.026765 1.272122 5.444854 0.163478 5.155180 -0.809470 9.682203 0.6955 0.6321 0.4279 0.000000 0.000000
2459707 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.881292 -1.258303 0.296508 0.606289 0.198931 0.297414 -0.256029 0.191321 0.0368 0.0317 0.0009 0.000000 0.000000
2459706 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.277865 -0.968409 -0.641377 -0.256824 -0.315234 -0.673168 -0.474763 0.492432 0.0394 0.0375 0.0002 nan nan
2459705 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.825540 1.120394 -0.774593 2.180191 2.329354 -0.287044 -0.245218 2.926471 0.0447 0.0316 0.0016 nan nan
2459703 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.352218 0.462662 -1.219827 2.659851 0.060680 0.427821 -1.503410 0.181158 0.0383 0.0325 0.0006 nan nan
2459702 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.835262 1.019965 1.114996 4.342800 -0.127684 -0.179121 -0.568874 6.618862 0.6414 0.6420 0.3446 7.162616 7.316421
2459701 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.581719 1.349644 -0.157631 2.594117 -0.502036 0.472169 -0.506991 4.845852 0.6523 0.6532 0.3378 7.391528 7.128599
2459697 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 57276.801830 57276.801830 55084.275424 55084.275424 43327.991646 43327.991646 222710.288569 222710.288569 0.9996 0.9996 0.0000 0.000000 0.000000
2459696 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
2459695 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.740685 -0.740685 -0.731736 -0.731736 -0.944895 -0.944895 -0.791462 -0.791462 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 2.70% -0.330009 2.223921 0.560959 2.980057 0.067654 3.115199 -1.280470 1.881107 0.6637 0.6304 0.4082 1.616510 1.667187
2459693 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.539888 1.477639 1.053713 5.028496 -0.356670 3.769618 1.239110 7.929755 0.7130 0.7001 0.2862 7.408782 9.470530
2459692 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.579583 2.624363 -0.019934 2.460239 -0.748559 0.704503 -0.518667 3.009051 0.7390 0.7580 0.2319 2.722604 2.828922
2459691 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.541274 1.992283 1.431347 4.543243 1.169566 1.093963 -0.482718 11.226322 0.6151 0.6097 0.3422 11.323346 9.871241
2459690 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.383815 2.126420 1.782694 4.731584 1.209369 1.604251 -1.048078 8.067580 0.6398 0.6307 0.3716 5.512043 8.355045
2459689 digital_ok 100.00% - - - - - -0.173988 1.505067 -0.124185 3.699247 -0.389647 4.018824 -0.475954 6.109993 nan nan nan nan nan
2459688 digital_ok 0.00% - - - 0.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 1.737077 1.953739
2459687 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.062508 1.890614 1.408339 3.885430 4.115304 2.342416 -0.203150 4.226697 0.4605 0.4465 0.2216 nan nan
2459686 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.497126 1.619025 0.450680 2.907232 0.162638 1.608514 -0.845969 0.763575 0.6262 0.6231 0.3593 1.470740 1.440065
2459685 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.410106 1.911682 0.272501 2.859662 -0.423596 1.721242 -0.536009 0.733672 0.6344 0.6287 0.3614 1.524693 1.426374
2459684 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.185639 2.122403 1.036314 3.800496 0.405918 0.877758 -1.240895 1.206577 0.6331 0.6301 0.3630 1.517031 1.478807
2459676 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.148688 2.224240 1.049268 5.339097 -1.307349 3.046881 -1.216046 2.932793 0.6425 0.6464 0.3641 0.000000 0.000000
2459675 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 1.33% -0.464404 1.893490 0.995010 3.738714 0.185269 3.091189 -1.280424 2.613400 0.6480 0.6484 0.3610 1.763817 1.589792
2459674 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.393489 2.061635 1.397682 3.823788 -0.298517 1.877770 -1.194367 2.070644 0.6573 0.6591 0.3588 1.559871 1.558557
2459673 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
2459672 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.189983 1.900424 1.172396 4.241925 0.795191 1.935218 -0.744050 1.076101 0.6510 0.6510 0.3605 0.000000 0.000000
2459671 digital_ok 0.00% 0.00% 0.00% 0.00% 87.10% 0.00% -0.288586 0.990541 1.008440 3.289032 -0.252690 3.359859 -1.313063 3.345123 0.5901 0.6164 0.3540 0.000000 0.000000
2459670 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.204163 0.181740 -0.191012 2.263632 0.823260 -0.218720 -0.859311 2.794124 0.0340 0.0299 0.0006 nan nan
2459668 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.286372 1.755508 1.261327 4.143225 1.122271 5.602176 -0.296590 4.622769 0.6925 0.6777 0.3480 6.013274 6.272150
2459665 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.352063 2.194388 1.268346 3.786687 -0.270580 0.877865 -0.695434 6.890741 0.6600 0.6549 0.3801 12.488648 13.102556
2459664 digital_ok 0.00% 95.14% 100.00% 0.00% - - -0.371910 1.196630 -0.259370 0.075755 -0.017785 0.149763 -0.971502 0.843194 0.0693 0.0334 0.0039 nan nan
2459663 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.148234 2.593620 1.817340 7.007760 1.512263 9.049183 -0.681318 5.173032 0.6369 0.6282 0.3662 4.795724 5.872702
2459662 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.735088 -0.021308 -0.195881 1.759202 -1.328729 -0.346528 -1.132703 2.233859 0.0527 0.0672 0.0032 nan nan
2459661 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.085183 2.927980 1.490003 4.732684 -0.145880 4.273058 -0.449212 3.812839 0.6859 0.6718 0.3216 7.177994 7.623648
2459660 digital_ok 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 0.246452 2.670850 1.825477 4.411504 0.643959 4.526100 -0.609526 6.686719 0.6784 0.6574 0.3337 7.812095 8.068229
2459659 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.096734 2.698462 1.281725 3.479821 0.851861 4.728428 -1.069394 9.168245 0.6337 0.6262 0.3614 7.700777 7.670622
2459658 digital_ok 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 0.010780 2.394485 0.724438 2.765591 -0.466413 3.390660 -0.907795 5.151792 0.6348 0.6304 0.3564 5.890983 6.086857
2459657 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.227973 2.917268 1.590604 3.890172 0.242493 3.531655 -0.320725 4.906791 0.6547 0.6361 0.3531 6.879130 6.242386
2459656 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.111797 2.900909 1.668310 2.194083 1.079983 3.408990 -0.422015 11.484022 0.6285 0.6314 0.3548 5.741457 6.164793
2459655 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459653 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.676326 1.462297 1.370826 2.544635 0.301221 3.105737 -1.218677 1.766839 0.6231 0.6183 0.3612 1.277162 1.288490
2459652 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.022401 3.298822 1.287450 4.562487 0.405678 4.686914 -1.192038 2.435977 0.6252 0.6242 0.3558 0.899125 0.899385
2459651 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.296039 1.837260 1.473910 3.892715 -0.239939 0.767957 0.915754 4.113554 0.8442 0.8461 0.1351 23.105484 25.900706
2459650 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.542920 1.116159 1.317847 3.478698 0.641379 2.568809 0.964322 3.835016 0.7561 0.7421 0.2674 1.763404 1.705628
2459649 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.462170 1.631935 1.725887 2.786307 0.221885 1.727199 -0.629758 7.831432 0.6703 0.6600 0.3236 5.267415 5.267398
2459648 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 digital_ok 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 0.547898 0.547898 1034.131710 1034.131710 31035.015388 31035.015388 6.291305 6.291305 0.2085 0.2085 0.0000 150494.687500 150494.687500
2459646 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.711071 1.920556 1.822410 3.720740 0.740550 3.323271 -1.052215 5.791747 0.6135 0.6140 0.3336 5.131352 5.174040
2459645 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.489224 2.263620 1.627879 4.143642 1.510465 2.820846 -0.287447 5.832332 0.6751 0.7022 0.2659 6.685802 8.152662
2459642 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.677790 1.410222 2.555360 4.563440 1.044069 1.745521 -0.944970 4.715589 0.6078 0.6067 0.3359 6.159180 5.670506
2459641 digital_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4665 0.4612 0.0029 nan nan
2459640 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 16.22% -0.339210 2.032763 1.644754 3.899133 -0.337336 1.559304 -0.960242 2.789648 0.6084 0.6114 0.3356 1.511471 1.681241
2459639 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.607884 1.435173 1.480288 3.710653 -0.149905 2.128115 -0.934991 3.219668 0.6159 0.6188 0.3266 5.797128 5.284732
2459638 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7188 0.7406 0.2631 nan nan
2459637 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.277204 2.600767 2.090023 4.420755 -0.690422 1.276713 -0.661358 4.787758 0.6037 0.6016 0.3363 5.908726 5.838901
2459636 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.153420 1.386887 2.071783 4.166746 -1.141768 0.226439 -1.176512 2.178165 0.6013 0.5976 0.3392 4.842254 5.317539
2459635 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.142308 2.470492 2.275753 4.130299 -0.314156 0.980109 -0.731545 2.431050 0.6106 0.6062 0.3390 6.042576 6.383325
2459634 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.926958 -0.674072 152134.219784 -0.674491 8.344079 -0.674931 8.333737 -0.674874 1.0000 1.0000 0.0000 0.019102 0.019188
2459633 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
2459632 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.511384 1.776039 2.230607 3.848637 -0.499878 0.850059 -1.052948 2.788246 0.6116 0.6093 0.3475 1.562214 1.577559
2459631 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.463884 2.373045 2.327787 4.497603 -0.195282 0.883954 -1.042266 4.460655 0.6056 0.6031 0.3514 5.937626 6.430392
2459630 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.129584 2.963173 2.023438 4.015590 -0.462294 1.458496 -0.546796 5.961212 0.6158 0.6147 0.3425 8.642612 9.382776
2459629 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.396237 2.234992 2.272818 4.761707 -0.924585 1.211032 -1.221288 4.010357 0.6324 0.6273 0.3296 6.345732 6.673993
2459628 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.211809 2.498091 2.134089 3.756882 -0.414150 0.464942 -0.988432 7.174951 0.6154 0.6114 0.3498 5.972420 5.705262
2459627 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.673456 -0.673456 -0.673032 -0.673032 -0.674417 -0.674417 -0.674453 -0.674453 1.0000 1.0000 0.0000 0.004070 0.004070
2459626 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
2459625 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.76% -0.355801 1.245024 1.712555 3.952171 -0.907634 1.005569 -1.358057 2.513090 0.6250 0.6209 0.3499 1.599748 1.681099
2459624 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.474865 1.660960 2.059625 3.509954 -0.620549 1.281256 -1.145622 8.813265 0.6253 0.6226 0.3446 7.432892 6.978883
2459623 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.137363 2.186700 4.158973 6.496296 -0.965432 -0.317449 -1.146569 4.043188 0.6199 0.6196 0.3647 0.000000 0.000000
2459621 digital_ok 100.00% - - - 100.00% 0.00% -1.074215 2.134811 1.584103 3.942224 0.450242 1.597231 -1.004616 2.258589 nan nan nan 0.000000 0.000000
2459620 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.673247 -0.158207 -0.220551 2.070413 0.047141 -0.154906 -0.464458 4.858565 0.0423 0.0369 -0.0008 nan nan
2459619 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.144636 1.832860 1.816486 3.817857 -0.381485 1.495834 -1.137717 1.790907 0.6107 0.6017 0.3589 0.000000 0.000000
2459618 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.302896 2.253311 2.288245 4.668175 -0.787337 1.309217 -0.705960 7.331075 0.6092 0.6020 0.3749 0.000000 0.000000
2459617 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.472835 1.580643 1.806619 3.934078 -0.025888 1.581564 -0.815607 3.846834 0.6150 0.6104 0.3641 0.000000 0.000000
2459616 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.052123 2.012647 3.388697 6.310344 -0.595971 1.009050 -0.711615 4.245786 0.6300 0.6146 0.3692 45.404226 71.908411
2459615 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.510672 1.937062 1.935038 4.124878 -0.548419 0.336638 -1.022109 5.877001 0.6183 0.6125 0.3844 0.000000 0.000000
2459614 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.221175 3.254564 1.891787 4.495765 -0.336444 1.398917 -1.253793 3.108519 0.6308 0.6254 0.3793 0.000000 0.000000
2459613 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.432816 0.921318 2.152487 4.848932 1.839394 4.924722 -0.240812 2.771776 0.5346 0.5695 0.2793 15.044160 15.768871
2459611 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 315.655966 317.471565 inf inf 37.779540 54.020777 547.885282 1011.635669 nan nan nan 0.000000 0.000000
2459610 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.479656 2.131877 1.880497 4.072562 -0.217363 1.784320 -0.210699 3.929823 0.7061 0.7145 0.2968 5.611105 6.045808
2459609 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.014216 2.677184 2.477387 4.679842 -0.937917 0.116931 -0.535377 2.722216 0.6774 0.6827 0.3111 4.292526 4.915516
2459608 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.131658 1.630679 2.805846 5.583132 -0.425309 1.232255 -0.600594 1.156413 0.6553 0.6585 0.3699 4.731194 4.681920
2459607 digital_ok 100.00% 38.92% 38.92% 0.00% 100.00% 0.00% 1.822252 0.613529 2.309782 3.934570 1.974302 4.624764 -0.196491 0.972041 0.3992 0.3994 0.2288 6.623760 7.196471
2459605 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.728024 -0.474469 0.152089 -0.014070 0.603778 -0.090162 1.714471 0.172101 0.0409 0.0321 0.0009 nan nan
2459604 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.518318 1.502424 2.207544 5.324929 0.345970 1.536530 -0.661179 3.079233 0.6960 0.6974 0.3061 4.782999 4.416361
2459603 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.348377 2.413540 2.276321 4.690149 -0.976593 -0.528101 -0.414618 0.016189 0.7572 0.7692 0.2880 5.057304 5.095304
2459602 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.046027 1.544483 2.746319 6.067987 -0.853578 -0.213247 -0.560497 3.475194 0.6644 0.6801 0.3547 4.067265 4.005579
2459598 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.028173 1.448301 2.357950 5.277072 -0.649322 1.252369 -1.048187 2.004447 0.6681 0.6754 0.3774 5.210649 4.515894
2459597 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.123199 1.201270 2.326784 5.945755 -0.911424 0.377441 -0.307263 6.018272 0.6730 0.6769 0.3427 4.594869 3.912070
2459596 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.094595 1.231955 2.053652 4.933950 -0.244482 0.724195 -0.761176 1.597968 0.6721 0.6759 0.3596 4.851909 4.253597
2459595 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.123271 2.252213 1.431138 4.830494 1.572042 5.035536 0.928453 5.234971 0.7650 0.7688 0.2157 5.415373 6.162789
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.356491 0.166488 1.708732 4.666447 -0.755969 0.357847 0.928121 4.467881 0.7829 0.7915 0.2502 12.142091 11.774303
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.552567 1.204124 2.046961 5.457594 -0.791428 0.333289 -0.169969 1.749484 0.7468 0.7422 0.2507 5.924591 5.207128
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.037461 -1.131036 -0.183376 0.697888 1.237330 -0.152436 1.323809 0.220350 0.0460 0.0356 -0.0011 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.019333 1.923174 2.393213 6.240259 -0.867711 0.636116 -0.846367 2.136028 0.6768 0.6876 0.3750 5.399116 5.081372
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.497437 3.333420 1.947542 6.020011 -0.399845 0.478461 -0.206482 2.235724 0.6784 0.6856 0.3676 5.851168 5.698536
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.239985 1.882622 1.723744 5.387593 0.277193 1.271446 -0.159542 2.522884 0.7111 0.7095 0.2895 6.168761 5.348105
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.408921 2.147333 2.668634 5.673148 0.309711 0.083907 0.750070 1.367685 0.7874 0.7732 0.2186 7.843507 6.665496
2459587 digital_ok 100.00% - - - 100.00% 0.00% 353.521423 357.821937 inf inf 50.943647 102.315746 364.744102 589.195810 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% 0.178642 1.078711 -0.604558 -0.643049 -0.553246 -1.028997 0.413181 1.371197 0.6570 0.6676 0.3721 1.507630 1.518344
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.458022 -1.281456 0.076380 0.377507 1.300515 -0.043132 1.392746 2.438529 0.0433 0.0324 0.0066 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.272517 1.588775 4.151902 -0.766677 9.076960 -0.261412 2.091496 3.107357 0.6178 0.6237 0.3764 0.000000 0.000000
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% -0.219690 0.971982 1.809773 0.212127 -0.943480 -0.926241 -0.966789 1.537008 0.6812 0.6897 0.3879 1.417077 1.454225
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% -0.053308 2.215839 1.955367 0.332194 -0.694361 -0.622895 -0.943838 1.546076 0.6829 0.6905 0.3907 1.426892 1.420160
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% -0.269592 3.176214 1.513435 -0.024879 -0.269352 -0.430335 -0.749101 2.021638 0.6892 0.6947 0.3857 1.580777 1.545800
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.336683 1.933868 2.374543 0.183257 -0.259591 -0.493136 -0.543399 1.337768 0.6820 0.6891 0.3849 1.345273 1.389301
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 97.31% 2.69% -0.343256 1.438327 2.796377 0.794373 -0.490354 -0.597573 -1.028030 3.636104 0.6775 0.6842 0.3869 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.662887 -0.043013 0.007127 -0.759391 1.886476 -0.290116 -1.036968 1.549480 0.0546 0.0482 -0.0005 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 15.68% 0.056379 3.141161 1.527245 0.236419 -0.317527 -0.143132 -0.767712 1.646119 0.6754 0.6808 0.3924 1.549742 1.444794
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% -0.740179 0.768998 1.014268 0.331190 -0.393211 -0.570042 0.779259 0.406531 0.7577 0.7628 0.3314 1.602940 1.567927
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.352972 1.710660 0.821218 0.241727 0.436800 -0.062486 0.479218 1.349519 0.6971 0.7038 0.3866 1.548231 1.442461
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.209411 1.576139 2.771025 0.300949 -0.464403 -0.732312 -0.877972 3.049242 0.7010 0.7087 0.3844 1.504722 1.500958
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.439980 1.759540 1.113069 0.291171 -0.603858 -0.640406 -0.812420 4.573306 0.7057 0.7134 0.3853 4.673560 4.092312
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.867738 -0.608601 -0.502201 -0.439798 -0.764326 -0.473136 -1.017970 -0.502952 0.6879 0.6986 0.3574 1.432316 1.312194
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.074206 1.991342 1.119022 0.288873 0.676694 0.059278 0.541568 0.326395 0.7668 0.7722 0.2402 2.149890 1.829235
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.029429 1.711375 1.638353 0.278700 -0.763553 -0.372757 -0.188632 1.702714 0.6942 0.7021 0.4018 1.486045 1.519594
2459565 digital_ok 0.00% - - - 100.00% 0.00% -2.008718 -2.008718 -1.878795 -1.878795 -0.888145 -0.888145 -0.944419 -0.944419 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% 0.016014 1.997349 -1.904837 0.740683 1.264628 0.005793 -0.299952 1.497719 0.7089 0.7094 0.3987 1.548551 1.444347
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.142338 1.659687 0.814748 1.217193 -0.840743 -0.408891 -0.489422 2.176315 0.7064 0.7104 0.3927 1.759342 1.586048
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.493903 1.526713 -1.652166 0.471609 -0.211869 0.652411 -0.260005 0.976439 0.7068 0.7136 0.3875 1.722179 1.503470
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.345771 1.404777 -1.753634 0.209390 -0.584598 0.284259 -0.790348 1.584947 0.7044 0.7131 0.3892 1.628239 1.509711
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.124264 1.445270 -1.559215 0.273152 -0.045295 0.260998 -0.427855 1.555139 0.7053 0.7129 0.3988 1.626926 1.476085
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.740681 0.976717 -1.794811 0.261967 -0.271827 0.033651 -0.484665 1.345568 0.7002 0.7074 0.3921 1.587963 1.464885
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.44% 0.54% 0.167509 2.234460 2.333613 0.322493 -0.693077 -0.644987 -0.907929 2.921503 0.7060 0.7073 0.3921 1.679046 1.544723
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0560 0.0432 -0.0022 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.318591 1.925795 2.457289 0.674222 -0.435627 -0.325004 -1.431484 4.965529 0.6990 0.7028 0.3949 3.799939 3.236738
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7091 0.7138 0.4007 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7032 0.7085 0.4007 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.194788 1.877602 3.341287 0.142298 0.654793 -1.725713 -0.922515 2.162288 0.7142 0.7144 0.3946 0.876091 0.919236
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.302614 1.855536 -2.002472 0.306016 -0.439438 0.360109 -0.415112 1.997265 0.7082 0.7103 0.3945 1.618858 1.488812
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0511 0.0461 -0.0003 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 8.11% 0.00% -0.279048 1.634439 2.004864 0.153995 -0.390789 -0.773451 -0.920687 2.730814 0.7000 0.6997 0.4082 1.763521 1.548273
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.046948 1.524211 1.384706 0.915964 1.049968 -0.664257 0.167596 2.181025 0.7488 0.7409 0.3704 1.707773 1.486632
2459541 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
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -0.350873 1.757691 -1.898619 0.209216 -2.051766 1.012533 -0.433040 1.103164 0.7568 0.7490 0.3497 1.576097 1.454619
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.220393 3.724437 4.168546 0.736720 0.893197 -0.123875 -0.882767 3.267733 0.7357 0.7333 0.4229 5.462085 4.707088
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.064670 1.193042 -1.611018 0.162976 -1.564815 1.385416 0.013964 1.495027 0.7924 0.7712 0.3637 1.643304 1.484017
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% 0.015125 1.358183 -1.508843 0.025063 -0.892346 1.504775 -0.105808 1.164135 0.7829 0.7587 0.3633 1.479483 1.468830
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.138247 2.285674 2.420525 -0.141149 -0.244013 -0.686937 1.184349 4.407600 0.7204 0.7188 0.4100 2.960050 2.602930
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 0.259842 2.359673 3.309989 0.630831 -0.292346 -0.143567 0.086921 2.766933 0.7303 0.7290 0.4019 1.524628 1.488170
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.511568 1.325441 -1.551594 0.270731 -0.729719 0.477181 -0.361758 1.718421 0.7382 0.7293 0.4028 1.699308 1.486151
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.051655 1.147971 2.598376 -0.125806 2.698699 1.438155 -0.707696 1.478255 0.9044 0.9300 0.3257 0.000000 0.000000
2459523 digital_ok 0.00% - - - 20.41% 0.00% -0.200615 2.217421 3.184022 0.367959 0.833592 1.409409 -1.498821 2.187495 nan nan nan 2.156642 1.910849
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.259772 2.783727 3.339770 0.553923 0.507173 2.623100 0.221528 5.073222 0.6587 0.6510 0.3654 3.947669 4.140810
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.064376 0.048460 -0.154541 -0.627933 6.264714 0.697561 -0.771539 1.872548 0.0695 0.0699 0.0018 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.115841 0.188083 1.820370 -0.371894 1.265377 -0.435679 0.804976 -0.161647 0.9106 0.9347 0.1979 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.164784 1.248877 3.054239 0.908375 -1.004587 0.494843 -0.904779 3.127533 0.8875 0.8421 0.2279 2.692585 1.808897
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.515682 0.925495 3.097157 0.052481 5.139708 0.719155 -0.651122 1.255464 0.8774 0.8639 0.4573 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

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

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

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

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

Antenna 181: 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
181 N13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 181: 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
181 N13 digital_ok nn Shape 60.672956 60.672956 20.114124 5.761502 33.184924 29.652324 41.577867 7.497271 3.916187

Antenna 181: 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
181 N13 digital_ok ee Power 63.609174 43.444940 19.296845 6.779791 63.609174 30.786158 29.465346 14.022128 6.573240

Antenna 181: 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
181 N13 digital_ok ee Power 46.162845 45.106929 20.032950 4.701511 46.162845 28.197955 25.009238 22.347760 23.078022

Antenna 181: 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
181 N13 digital_ok nn Shape 71.386215 20.851753 71.386215 42.723373 5.789603 45.562621 36.348355 8.088322 10.254412

Antenna 181: 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
181 N13 digital_ok ee Power 61.746376 18.412833 41.724079 61.746376 6.925402 20.662679 25.575094 5.127725 8.873959

Antenna 181: 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
181 N13 digital_ok ee Power 55.194671 46.536745 21.700662 6.603860 55.194671 26.121984 22.897149 7.802146 3.592304

Antenna 181: 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
181 N13 digital_ok ee Power 72.586952 26.609268 54.210998 72.586952 7.681876 24.316396 28.819052 12.910372 19.498440

Antenna 181: 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
181 N13 digital_ok nn Shape 59.831416 59.831416 23.386566 5.212903 51.351563 39.379247 41.508152 16.338809 6.031439

Antenna 181: 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
181 N13 digital_ok ee Power 54.198314 48.391119 21.414618 5.790141 54.198314 47.594267 42.179196 30.644051 16.107279

Antenna 181: 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
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok nn Shape 65.080284 65.080284 20.891121 5.023968 39.047210 46.717650 60.493468 12.162117 2.595253

Antenna 181: 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
181 N13 digital_ok ee Power 53.686735 22.347247 46.848140 53.686735 6.050213 20.954387 22.688220 13.319240 16.860385

Antenna 181: 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
181 N13 digital_ok ee Power 52.452953 39.623271 18.542038 5.540502 52.452953 28.434441 26.973689 17.046099 16.975065

Antenna 181: 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
181 N13 digital_ok ee Power 65.847745 20.575213 41.509995 65.847745 7.756570 23.929917 23.763291 17.934510 20.572593

Antenna 181: 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
181 N13 digital_ok ee Power 54.610833 49.815228 23.393641 6.617304 54.610833 27.017214 26.947650 14.795137 17.083124

Antenna 181: 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
181 N13 digital_ok ee Power 54.936380 22.764599 44.632454 54.936380 7.222127 32.566828 31.746710 26.242442 23.342333

Antenna 181: 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
181 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok ee Power 70.168191 20.540002 45.299098 70.168191 7.271662 52.728834 32.756637 37.685361 8.629249

Antenna 181: 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
181 N13 digital_ok nn Shape 72.036315 72.036315 31.794138 6.435849 63.630336 50.130643 46.753056 13.535439 9.134681

Antenna 181: 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
181 N13 digital_ok ee Power 68.972597 67.395775 29.131113 16.929139 68.972597 45.294941 49.370401 26.394994 21.623774

Antenna 181: 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
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok nn Shape 61.179755 25.948951 61.179755 56.686790 12.933220 33.930133 31.509631 9.321796 11.558797

Antenna 181: 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
181 N13 digital_ok ee Power 68.621922 66.610811 27.633318 16.028835 68.621922 51.724250 52.279278 33.777799 13.713843

Antenna 181: 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
181 N13 digital_ok ee Power 69.974027 54.910830 17.626825 11.667626 69.974027 32.786827 45.193777 14.005213 1.154410

Antenna 181: 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
181 N13 digital_ok ee Power 69.862590 25.711518 60.098013 69.862590 14.860099 49.792125 45.124639 1.066984 7.741891

Antenna 181: 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
181 N13 digital_ok nn Shape 40.820931 40.820931 22.072979 14.813731 20.327470 21.187992 24.332800 8.873078 4.729572

Antenna 181: 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
181 N13 digital_ok nn Shape 40.250298 40.250298 20.387940 7.180609 10.091630 11.680970 13.734483 3.222720 3.121526

Antenna 181: 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
181 N13 digital_ok nn Shape 8.526733 3.060282 8.526733 6.075857 4.395933 1.593637 0.789727 0.444013 1.019234

Antenna 181: 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
181 N13 digital_ok nn Shape 30.858839 30.858839 13.616990 9.059269 12.606657 18.121264 23.684369 2.980020 2.440152

Antenna 181: 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
181 N13 digital_ok nn Shape 46.312537 19.442352 46.312537 10.114351 6.552807 36.295910 22.521534 2.183696 1.277042

Antenna 181: 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
181 N13 digital_ok nn Power 63.009291 52.924719 16.339752 63.009291 2.623694 7.498597 13.107962 8.095982 1.597834

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 5.215104 3.501744 1.068628 4.992834 1.677801 5.215104 1.402316 2.864844 1.856099

Antenna 181: 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
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok ee Power 9.783731 0.998975 4.934111 2.188292 9.783731 2.149039 8.228699 1.454991 2.099429

Antenna 181: 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
181 N13 digital_ok ee Power 11.984699 1.935979 5.179070 2.753514 11.984699 2.396346 11.279663 1.907985 2.452081

Antenna 181: 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
181 N13 digital_ok ee Power 12.749160 5.630944 1.671368 12.749160 2.963706 10.941028 1.866322 4.150202 4.075603

Antenna 181: 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
181 N13 digital_ok ee Power 5.666187 4.732271 1.448285 5.666187 1.767238 5.002091 1.129028 3.034269 1.739617

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 5.791136 1.359862 3.692977 1.592562 5.384684 1.122311 5.791136 1.254091 2.280107

Antenna 181: 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
181 N13 digital_ok ee Power 16.218837 2.395651 6.375270 3.849290 16.218837 2.096809 9.928111 4.048053 4.934551

Antenna 181: 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
181 N13 digital_ok ee Power 7.456582 4.674140 1.371870 7.456582 1.777904 5.457585 0.438525 4.107813 1.559539

Antenna 181: 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
181 N13 digital_ok ee Power 11.062736 0.805749 6.210523 2.649002 11.062736 0.933490 7.951671 4.190514 4.088204

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 16.411516 6.065672 1.016000 12.381111 2.898360 16.411516 6.532833 7.384992 7.051085

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 4.599739 3.105131 0.714596 3.797643 1.021953 4.599739 1.375086 1.831729 1.617161

Antenna 181: 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
181 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok ee Power 5.510219 0.745155 3.423693 1.463717 5.510219 1.203760 4.895814 2.140070 2.108038

Antenna 181: 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
181 N13 digital_ok ee Power 6.274175 4.738616 0.755557 6.274175 1.813426 5.462898 2.511974 2.544035 2.045933

Antenna 181: 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
181 N13 digital_ok ee Power 5.147852 3.706276 0.673619 5.147852 1.638453 3.322628 1.928669 1.898804 1.587750

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 6.814865 1.411236 5.184291 2.139132 6.610357 2.147814 6.814865 2.175236 2.410919

Antenna 181: 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
181 N13 digital_ok ee Power 16.292985 5.898072 1.227057 16.292985 4.064559 10.551015 2.347050 4.140424 2.062175

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 16.068948 7.906637 1.958751 13.242193 3.301367 16.068948 3.760914 1.696398 1.258030

Antenna 181: 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
181 N13 digital_ok ee Power 6.769320 5.256702 1.137805 6.769320 1.929384 3.914339 1.128844 2.490089 2.923496

Antenna 181: 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
181 N13 digital_ok ee Power 8.479047 4.311785 0.538517 8.479047 2.284064 4.790248 0.194582 2.978914 3.037022

Antenna 181: 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
181 N13 digital_ok ee Shape 5.722726 5.722726 1.689899 3.000392 1.264197 -0.572751 0.154234 0.378113 2.229170

Antenna 181: 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
181 N13 Not Found ee Shape 12.212047 3.471249 12.212047 1.803318 5.634055 -0.291769 -0.430276 -3.479802 -3.218516

Antenna 181: 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
181 N13 digital_ok ee Power 5.688542 1.026453 5.059119 1.724200 5.688542 0.916120 5.457290 1.349486 2.628460

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 7.930953 5.970154 1.765336 3.555661 1.605543 -1.062244 -0.634798 6.993912 7.930953

Antenna 181: 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
181 N13 digital_ok ee Power 20.419981 5.866119 1.822705 20.419981 4.401255 15.836021 3.164462 3.947279 4.582622

Antenna 181: 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
181 N13 digital_ok ee Shape 6.970098 6.970098 1.625408 5.408537 2.282874 0.242603 -0.014556 0.466645 1.919951

Antenna 181: 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
181 N13 digital_ok ee Shape 15.226441 4.360642 15.226441 2.515978 6.515161 -2.161302 -1.852567 2.587395 1.234950

Antenna 181: 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
181 N13 digital_ok ee Shape 7.977645 7.977645 2.659282 7.115872 3.803488 -0.266027 -1.079901 1.029183 3.526243

Antenna 181: 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
181 N13 digital_ok ee Power 19.270412 5.772492 2.055012 19.270412 4.248293 6.451356 3.461533 4.004357 5.652827

Antenna 181: 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
181 N13 digital_ok ee Power 2.804771 1.573614 1.550667 2.111404 2.804771 2.093073 2.395708 2.310754 -1.815733

Antenna 181: 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
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 1.468040 1.461672 -1.248270 1.075312 -1.005442 -0.263266 0.064889 1.468040 0.048555

Antenna 181: 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
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok nn Power 4.621042 1.333473 -0.615222 4.621042 0.670201 3.589617 0.325166 3.433449 -0.396137

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 1.705564 -1.215892 1.690989 -0.952192 1.175971 -0.139821 0.690412 0.013957 1.705564

Antenna 181: 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
181 N13 digital_ok nn Shape 1.537760 1.537760 -0.911426 1.523886 -0.946795 -0.479106 -0.486695 0.785820 -0.552313

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 1.877375 1.016175 -0.744368 0.871088 -0.879782 -0.520041 -0.758939 1.877375 -0.299545

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 2.232325 1.736240 -0.894579 1.416734 -0.902094 -0.024436 -0.649842 2.232325 -0.071386

Antenna 181: 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
181 N13 digital_ok nn Shape 1.238466 1.238466 -0.985335 1.038746 -1.032454 0.003141 -0.250113 0.968107 -0.312627

Antenna 181: 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
181 N13 digital_ok nn Power 5.124829 -0.793524 2.495416 0.184127 5.124829 -0.115040 4.122833 -0.475155 5.112258

Antenna 181: 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
181 N13 digital_ok nn Power 1.414683 -0.750353 1.140561 -0.866669 1.414683 0.221227 0.257542 -0.407921 0.668468

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 1.546913 1.215299 -0.941386 0.993647 -0.880499 -0.198736 -1.066076 1.546913 -0.385424

Antenna 181: 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
181 N13 digital_ok ee Temporal Variability 2.883487 -0.877566 1.392088 -0.881226 1.870091 2.883487 0.997131 -0.217271 2.710941

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 2.144283 -0.855647 1.255215 -0.856816 1.239823 0.079652 -0.153390 -0.337991 2.144283

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 2.667768 -0.917941 1.175502 -0.837563 1.028215 -0.959066 -0.408483 -0.382305 2.667768

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 5.287048 -0.436526 1.887991 1.362857 4.753904 0.337253 4.445027 -0.808340 5.287048

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 2.137463 1.580549 -1.154318 1.416739 -0.844944 -0.033675 -0.397270 2.137463 -0.468466

Antenna 181: 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
181 N13 digital_ok nn Power 4.825982 2.330001 -0.465238 4.825982 1.152889 4.317898 -0.200155 1.485418 0.259888

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 0.259584 -0.930201 -0.476429 0.103307 -0.829657 -0.926903 -0.426966 0.259584 -0.595247

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 0.611667 -1.098782 -0.309223 -0.165567 -0.723495 -1.272749 -0.184844 0.611667 -0.568706

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 9.682203 -0.284698 2.026765 1.272122 5.444854 0.163478 5.155180 -0.809470 9.682203

Antenna 181: 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
181 N13 digital_ok nn Power 0.606289 -1.258303 -0.881292 0.606289 0.296508 0.297414 0.198931 0.191321 -0.256029

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 0.492432 -0.968409 -0.277865 -0.256824 -0.641377 -0.673168 -0.315234 0.492432 -0.474763

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 2.926471 1.120394 -0.825540 2.180191 -0.774593 -0.287044 2.329354 2.926471 -0.245218

Antenna 181: 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
181 N13 digital_ok nn Power 2.659851 0.462662 -0.352218 2.659851 -1.219827 0.427821 0.060680 0.181158 -1.503410

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 6.618862 -0.835262 1.019965 1.114996 4.342800 -0.127684 -0.179121 -0.568874 6.618862

Antenna 181: 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
181 N13 digital_ok nn Temporal Discontinuties 4.845852 1.349644 -0.581719 2.594117 -0.157631 0.472169 -0.502036 4.845852 -0.506991

Antenna 181: 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
181 N13 digital_ok ee Temporal Discontinuties 222710.288569 57276.801830 57276.801830 55084.275424 55084.275424 43327.991646 43327.991646 222710.288569 222710.288569

Antenna 181: 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
181 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 181: 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
181 N13 digital_ok ee Power -0.731736 -0.740685 -0.740685 -0.731736 -0.731736 -0.944895 -0.944895 -0.791462 -0.791462

Antenna 181: 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
181 N13 digital_ok nn Temporal Variability 3.115199 2.223921 -0.330009 2.980057 0.560959 3.115199 0.067654 1.881107 -1.280470

Antenna 181: 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
181 13 digital_ok nn Temporal Discontinuties 7.929755 0.539888 1.477639 1.053713 5.028496 -0.356670 3.769618 1.239110 7.929755

Antenna 181: 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
181 13 digital_ok nn Temporal Discontinuties 3.009051 0.579583 2.624363 -0.019934 2.460239 -0.748559 0.704503 -0.518667 3.009051

Antenna 181: 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
181 13 digital_ok nn Temporal Discontinuties 11.226322 -0.541274 1.992283 1.431347 4.543243 1.169566 1.093963 -0.482718 11.226322

Antenna 181: 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
181 13 digital_ok nn Temporal Discontinuties 8.067580 -0.383815 2.126420 1.782694 4.731584 1.209369 1.604251 -1.048078 8.067580

Antenna 181: 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
181 13 digital_ok nn Temporal Discontinuties 6.109993 -0.173988 1.505067 -0.124185 3.699247 -0.389647 4.018824 -0.475954 6.109993
In [ ]: