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 = "160"
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 160 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 160, 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% 18.820107 20.651797 32.635088 33.733622 40.172416 34.652995 2.186624 1.925158 0.0401 0.0426 0.0043 1.269289 1.261695
2459808 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.867436 17.389376 62.759289 64.018846 29.394468 30.589530 6.772950 7.704759 0.0433 0.0426 0.0014 1.286420 1.282682
2459807 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.986640 19.824880 45.586080 46.774182 25.077049 26.145683 24.459955 29.326929 0.0459 0.0452 0.0007 1.303229 1.297047
2459806 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.263752 23.885191 42.034629 43.693188 45.647660 45.786752 9.076609 11.132678 0.0452 0.0474 0.0031 1.287011 1.275121
2459805 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.881451 16.567829 60.970274 62.143785 20.635131 22.353607 5.230066 5.858549 0.0449 0.0440 0.0012 1.256549 1.252594
2459804 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.084591 19.083611 54.462078 55.996697 22.813672 24.248616 3.554271 4.143304 0.0458 0.0466 0.0017 1.233498 1.233046
2459803 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.739163 23.300690 71.608392 73.273349 24.224951 25.985653 13.075621 15.184138 0.0452 0.0456 0.0020 1.309929 1.306663
2459802 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.568585 21.884695 50.624069 52.220056 41.505592 41.032444 6.507442 7.678024 0.0430 0.0451 0.0035 1.218121 1.216566
2459801 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.741173 19.103926 53.500698 54.803465 42.098273 44.068175 16.320767 20.013537 0.0440 0.0438 0.0021 1.285316 1.288741
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% 19.297922 20.165330 38.424976 39.970566 60.491769 59.150973 2.835538 3.476002 0.0432 0.0469 0.0040 1.267855 1.262774
2459798 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.472256 19.171508 52.968201 54.229605 20.908036 21.516853 13.307195 15.575435 0.0448 0.0434 0.0019 1.181744 1.182824
2459797 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.167039 16.587444 51.762310 52.877399 26.930043 27.363560 17.589065 20.049279 0.0464 0.0469 0.0030 1.200916 1.205382
2459796 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.808701 17.714734 64.935994 67.123678 23.870114 23.718454 17.907859 20.265005 0.0462 0.0482 0.0031 1.014987 1.037083
2459795 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.365978 20.496234 53.851760 55.709882 26.925152 26.841655 17.413261 20.105577 0.0480 0.0499 0.0037 1.256242 1.262521
2459794 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.753557 19.883585 54.154069 55.748152 32.511602 32.047583 26.809122 30.710501 0.0454 0.0458 0.0027 1.378268 1.364830
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% 100.00% 0.00% 100.00% 0.00% 19.173673 19.239825 69.196376 70.986088 52.460692 68.544536 24.493235 39.064618 0.0437 0.0459 0.0025 1.220588 1.230196
2459790 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.327514 29.026795 62.805136 63.968108 46.720386 46.590015 9.848154 10.832424 0.0425 0.0431 0.0038 1.191973 1.190399
2459789 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.726970 26.586872 68.071089 69.046579 49.357788 48.912068 23.029894 26.687311 0.0423 0.0437 0.0022 1.331038 1.278289
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% 23.854321 24.250193 55.908610 56.099547 33.927247 33.609525 9.468164 10.405262 0.0415 0.0454 0.0026 1.255677 1.273460
2459786 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.639623 26.773500 67.711493 69.079112 52.259300 50.072158 13.847463 16.039035 0.0438 0.0445 0.0008 1.362817 1.361922
2459785 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.582066 17.639821 68.958443 70.629527 45.222037 43.391908 1.336139 1.723109 0.0420 0.0452 0.0024 1.242111 1.240199
2459784 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.047899 24.544269 68.900386 69.512061 49.774956 47.451808 1.122363 1.101481 0.0403 0.0433 0.0028 1.216086 1.219306
2459783 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.980939 22.497021 20.031540 20.878535 24.317209 22.265808 4.623177 4.850031 0.0396 0.0417 0.0029 1.367680 1.364614
2459782 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.303881 20.354221 9.947301 10.544612 13.758281 12.682773 3.167696 3.315151 0.0398 0.0388 0.0045 1.194351 1.194499
2459781 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.014799 3.364759 5.987684 6.186439 1.597020 1.145504 0.457357 0.601398 0.0455 0.0445 0.0001 1.221155 1.232356
2459778 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.561062 14.184492 12.406034 13.073985 23.665251 21.823918 2.533034 3.136578 0.0422 0.0452 0.0024 1.309402 1.310089
2459776 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.795057 19.809571 9.937609 9.920053 36.277605 37.454050 2.240737 2.660666 0.0406 0.0448 0.0049 1.305464 1.311307
2459774 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0504 0.0522 0.0022 nan nan
2459773 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.913640 24.588975 88.616326 90.390156 22.213906 20.387932 8.745407 10.627958 0.0537 0.0464 0.0072 1.301399 1.331731
2459772 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.735620 16.373490 35.126595 36.402522 5.126423 4.096079 4.936448 5.699863 0.0498 0.0533 0.0042 1.282197 1.295211
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% 19.536897 21.450889 58.001007 59.580489 15.422471 13.014453 4.255094 4.934639 0.0355 0.0362 0.0022 1.240329 1.235408
2459769 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.100803 23.892748 73.746718 75.780888 19.536701 16.759657 3.871658 4.415842 0.0355 0.0352 0.0014 1.198529 1.195482
2459768 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.857232 24.698306 81.881953 83.993791 19.264129 15.977689 7.457368 8.824603 0.0355 0.0347 0.0023 1.211400 1.207067
2459767 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.002296 19.926141 36.025441 37.195985 5.840039 5.348061 5.151414 6.367368 0.0406 0.0398 0.0016 1.218359 1.210799
2459766 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.490030 15.689485 33.171448 34.119162 5.618967 4.633093 3.441194 3.984484 0.0391 0.0388 0.0021 1.245567 1.239617
2459765 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.600254 28.663359 94.843058 97.424544 21.355570 16.779989 6.872349 7.990140 0.0366 0.0358 0.0017 1.220278 1.216128
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% 16.095300 17.899589 39.473803 40.438784 8.962199 4.659232 6.127920 3.463781 0.0408 0.0401 0.0031 1.314035 1.294256
2459761 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.947610 24.347258 63.789248 65.244611 15.381434 12.840334 7.472943 8.856659 0.0354 0.0330 0.0048 1.184498 1.177056
2459760 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.273439 34.242493 1.247654 2.940168 13.318354 15.328409 0.936282 36.326460 0.0930 0.0900 0.0127 0.000000 0.000000
2459759 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.487990 5.978495 0.747343 -0.134325 2.485750 1.659806 -1.178751 2.397705 0.3414 0.3327 0.1209 2.661264 2.491468
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% 27.50% 38.24% 0.00% 100.00% 0.00% 8.353963 17.746263 0.034297 1.544108 3.968764 3.502190 0.707577 11.906603 0.4650 0.4198 0.1790 5.942031 4.922457
2459755 digital_ok 100.00% 43.55% 78.49% 0.00% 100.00% 0.00% 12.022376 18.732511 -0.326858 1.283044 4.640367 13.008670 3.017699 55.748784 0.4204 0.3770 0.1669 0.000000 0.000000
2459754 digital_ok 100.00% 38.17% 73.12% 0.00% 100.00% 0.00% 9.797572 19.587489 -0.237729 1.111963 3.315858 7.788847 0.455737 22.573931 0.4357 0.3814 0.1639 8.229889 6.110867
2459753 digital_ok 100.00% 30.11% 67.74% 0.00% 100.00% 0.00% 14.119367 27.700917 -0.125992 1.557144 3.524807 9.393879 0.780114 12.041777 0.4430 0.3873 0.1729 5.036883 3.411240
2459752 digital_ok 100.00% 22.04% 62.37% 0.00% 100.00% 0.00% 16.386373 32.497383 1.334654 3.803281 11.861550 22.987142 2.514371 16.489816 0.4605 0.4092 0.1803 10.367620 7.628740
2459750 digital_ok 100.00% 29.15% 42.67% 0.00% 100.00% 0.00% 17.544728 36.631577 1.013155 4.048390 16.817827 15.949579 2.548527 49.198808 0.4510 0.4101 0.1992 4.425415 4.259264
2459749 digital_ok 100.00% 16.67% 46.24% 0.00% 100.00% 0.00% 12.712350 28.027049 -0.438719 1.765105 4.299380 12.215687 0.533767 50.215357 0.4776 0.4264 0.1980 6.945962 4.652395
2459748 digital_ok 100.00% 30.11% 54.30% 0.00% 100.00% 0.00% 11.489120 28.192451 0.255711 1.791109 2.342127 10.464206 0.277969 16.651136 0.4673 0.4000 0.2080 8.622602 7.542029
2459747 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.182545 0.250660 1.303997 0.188799 0.437640 0.422057 -0.743887 3.581748 0.0319 0.0317 0.0013 nan nan
2459746 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.979623 2.500469 1.327376 1.172644 2.538252 -0.556098 -4.421135 -1.386947 0.0310 0.0350 0.0022 nan nan
2459745 digital_ok 100.00% 3.23% 40.86% 0.00% 100.00% 0.00% 12.027617 28.656118 -0.377814 1.529693 4.222532 7.694592 0.213319 8.620711 0.5004 0.4270 0.2178 5.214949 4.047996
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.227995 0.669220 1.307225 -0.139938 -0.141815 0.643914 0.858216 18.212887 0.0418 0.0491 0.0062 nan nan
2459743 digital_ok 100.00% 18.39% 21.09% 0.00% 100.00% 0.00% 14.238911 20.427475 1.828335 5.182250 17.653099 15.410342 2.195144 14.606494 0.4823 0.4590 0.2026 6.896698 6.970190
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.431036 1.148688 1.616753 -0.244991 1.190449 1.594617 0.148089 7.261616 0.0432 0.0544 0.0056 nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.796788 2.503447 3.568989 1.284343 6.509571 1.017043 0.809829 9.119094 0.0447 0.0516 0.0043 nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.477564 0.468546 3.066618 -0.349529 2.659672 0.422978 0.204646 13.865612 0.0495 0.0509 0.0061 nan nan
2459738 digital_ok 100.00% 0.00% 8.60% 0.00% 100.00% 0.00% 14.197822 20.979593 2.561517 3.634098 6.602183 11.677268 4.116743 15.071253 0.5316 0.4790 0.2298 5.800765 4.667613
2459736 digital_ok 100.00% 24.34% 37.86% 0.00% 100.00% 0.00% 6.564568 9.831856 0.935402 -0.021386 5.671067 4.604945 -0.129190 6.692925 0.4566 0.4170 0.2149 3.603851 3.723679
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% - - 0.750870 0.143529 0.656311 -0.531348 -0.957378 0.030018 -0.606469 -0.897581 0.0343 0.0337 0.0008 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 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.193866 -0.797940 1.066599 -0.322142 2.837273 0.490791 -0.978571 -0.272166 0.7094 0.6992 0.3958 1.935847 2.171713
2459730 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.540007 0.071584 0.665025 -0.430823 -1.069982 -0.178134 -0.624358 -0.836447 0.0369 0.0335 0.0008 nan nan
2459728 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.090379 -0.481902 0.399448 -0.988762 -0.956370 2.571712 1.186970 -0.733612 0.0464 0.0390 0.0011 nan nan
2459726 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.038224 -0.232411 0.207469 -0.604621 -0.645099 -0.118192 -0.868702 -0.683353 0.0324 0.0327 0.0020 nan nan
2459724 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.621179 -0.126986 0.414713 -0.769720 -1.536703 0.024436 -0.900213 -0.783929 0.0371 0.0358 0.0007 nan nan
2459723 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.058250 -0.342267 0.172447 -0.856448 -0.691224 -0.107120 -0.788524 -0.897314 0.0414 0.0366 0.0018 nan nan
2459722 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.174716 -1.279016 0.200956 -0.468004 0.175326 -0.222938 -1.037105 -0.308623 0.7193 0.6443 0.4336 2.062759 2.061217
2459720 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.028036 -0.260446 0.414010 -0.761557 0.678741 -0.229347 1.628338 -0.823831 0.0433 0.0383 -0.0005 nan nan
2459719 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.145438 -0.301470 0.419014 -0.664544 -1.044125 0.318260 -0.533601 -0.615646 0.0434 0.0358 0.0003 nan nan
2459718 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.619842 -0.406975 0.692044 -0.778455 0.323609 0.530691 -0.932200 -0.678604 0.0451 0.0380 0.0004 nan nan
2459717 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.928383 -0.266172 0.354296 -0.872644 -1.251575 0.267040 -1.144032 -0.674142 0.0422 0.0357 -0.0003 nan nan
2459716 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.476839 -0.351588 0.607235 -0.706853 -1.533681 0.227565 -1.063415 -0.670485 0.0454 0.0407 -0.0002 nan nan
2459715 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.418605 -1.130503 1.845240 -0.134176 1.416246 -0.143961 -1.517499 -0.407728 0.6998 0.6349 0.4355 1.867816 1.911877
2459713 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.881423 -0.340291 0.852879 -0.710538 -1.118227 0.404509 -0.879674 -0.633560 0.0438 0.0335 0.0006 nan nan
2459712 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.277028 -0.678884 1.497107 -0.080998 -0.064858 0.708292 -0.786492 -0.399457 0.5928 0.5801 0.3723 1.373741 1.359031
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.226241 0.213343 -0.051962 -0.617935 -1.037820 -0.095622 -0.784088 -0.743253 0.0359 0.0305 0.0007 nan nan
2459710 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.449099 0.334938 0.203254 -0.370719 -0.491069 0.946657 -0.838594 -0.809447 0.0374 0.0307 0.0013 nan nan
2459708 digital_ok 0.00% 0.00% 0.00% 0.00% 40.00% 0.00% 0.408967 -0.756755 1.934794 0.007835 0.875568 0.416006 -1.772464 0.117515 0.6993 0.6430 0.4169 0.237232 0.243243
2459707 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.519820 -0.531843 0.088878 0.257964 0.367059 -0.126893 4.367458 -0.508066 0.0387 0.0360 0.0001 0.000000 0.000000
2459706 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.362457 0.332731 0.110979 -0.268660 -0.685885 0.310986 -0.284021 -0.834578 0.0442 0.0362 0.0004 nan nan
2459705 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.023766 -0.251149 0.540611 -0.924511 0.997691 -0.252574 -0.985659 -0.698874 0.0456 0.0396 -0.0004 nan nan
2459703 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.058701 -0.106905 0.824969 -1.104602 -1.073434 -0.733388 -1.448948 -1.094986 0.0375 0.0331 0.0047 nan nan
2459702 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.549152 -1.448353 1.543363 0.187880 0.354789 0.679979 -1.193525 -0.133978 0.6376 0.6423 0.3399 0.695945 0.797637
2459701 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.571337 -0.953444 0.087733 0.296095 0.805339 0.324406 -0.889096 -0.187393 0.6481 0.6524 0.3340 2.104103 2.406255
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% 0.00% 2.16% -0.018127 -1.002701 0.864086 -0.746280 0.466978 -0.360267 -0.541657 -0.619853 0.6671 0.6394 0.3933 1.701231 1.713721
2459693 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.473202 -1.075561 1.853363 0.125425 1.962870 -0.509087 1.896416 0.116043 0.7182 0.7031 0.2746 2.146468 2.131132
2459692 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.790840 0.274315 0.259816 0.307462 -0.040402 -0.248938 -0.173643 0.354019 0.7453 0.7679 0.2183 2.780293 2.996560
2459691 digital_ok 0.00% 0.00% 0.00% 0.00% 2.63% 0.00% -0.269850 -1.005644 1.723692 1.016409 -0.906880 0.719435 -1.318427 1.333617 0.6171 0.6216 0.3253 1.088192 1.045046
2459690 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.125630 -0.943297 2.608788 1.336433 0.333389 -0.998526 -1.869619 3.393590 0.6372 0.6365 0.3519 4.022630 5.604767
2459689 digital_ok 0.00% - - - - - -0.274661 -0.673627 0.283098 0.704734 -0.962459 1.785793 -0.962695 0.314102 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 1.903352 2.078277
2459687 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.248327 -0.529933 1.565785 0.165045 -0.769862 0.812709 -2.052217 0.506955 0.4421 0.4238 0.2037 nan nan
2459686 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.185091 -1.186537 0.771884 0.222910 3.125249 -0.214636 14.914738 0.857386 0.6288 0.6349 0.3433 4.571555 4.331932
2459685 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.302820 -1.062498 0.541083 -0.082036 1.514787 0.247233 14.109249 1.425223 0.6371 0.6391 0.3444 7.468082 6.531010
2459684 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.172139 -1.254394 1.293600 0.314425 1.317460 0.929534 10.010252 0.540716 0.6368 0.6422 0.3468 3.744479 3.776742
2459676 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% -0.102628 -1.211517 1.006272 0.667998 -0.392719 0.048894 2.884430 0.448001 0.6471 0.6604 0.3539 9.597189 2.831381
2459675 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.017750 -1.117007 1.109554 -0.225155 0.652342 0.518686 3.957956 0.431510 0.6516 0.6627 0.3494 1.462894 1.496972
2459674 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.396115 -1.180584 1.579072 -0.242453 0.267579 -0.057522 6.376508 0.771840 0.6627 0.6739 0.3466 4.427788 4.254272
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% -0.152496 -1.068650 1.753432 0.565649 0.763129 0.666835 11.182197 0.497046 0.6556 0.6654 0.3472 6.052776 6.377045
2459671 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.288445 -1.283343 1.340148 -0.133113 2.335635 1.714291 1.735215 -0.349228 0.6018 0.6406 0.3644 1.040451 1.331333
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% - - 0.998690 -1.047428 0.318277 0.079782 1.375784 0.507200 -1.009247 0.190756 0.0370 0.0317 0.0011 nan nan
2459668 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% 0.197381 -0.551473 1.783957 0.323787 2.012308 2.246452 3.145734 0.595749 0.6927 0.6852 0.3348 1.713329 1.790712
2459665 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.022464 -0.866309 1.885819 0.416335 -0.487796 1.289330 -1.544100 0.319671 0.6688 0.6734 0.3570 0.968074 0.969224
2459664 digital_ok 0.00% 95.14% 100.00% 0.00% - - 0.019924 1.194407 -0.501867 -0.423840 -0.306526 -0.003728 -1.002065 -0.543695 0.0597 0.0350 0.0039 nan nan
2459663 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.025288 -0.430066 2.454605 1.554527 3.068040 3.608985 10.538707 1.477150 0.6486 0.6472 0.3474 2.547272 3.127829
2459662 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.120728 -1.038281 -0.122446 -0.241101 -0.529217 1.036227 -1.109711 -0.298524 0.0447 0.0632 0.0057 nan nan
2459661 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.044506 -0.520013 1.880969 0.881093 0.972449 1.812073 3.757063 0.648513 0.6934 0.6868 0.3049 1.657441 1.736233
2459660 digital_ok 0.00% 0.64% 0.64% 0.00% 0.00% 0.00% 0.076693 -0.436813 3.159021 1.244118 2.725643 2.431271 1.897292 0.765979 0.6846 0.6716 0.3187 1.291902 1.234437
2459659 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 1.08% 0.069067 0.050765 1.912674 0.440853 2.757031 2.272458 -0.675559 0.621278 0.6422 0.6377 0.3420 1.213923 1.216989
2459658 digital_ok 0.00% 0.64% 0.64% 0.00% 0.00% 6.08% -0.059575 3.546065 1.191979 0.559832 0.612179 0.805972 -1.498061 0.629357 0.6418 0.6345 0.3334 1.667022 1.810202
2459657 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.291704 -0.666877 2.560087 0.476273 0.832146 1.797420 0.342146 0.484391 0.6592 0.6504 0.3342 1.446444 1.362508
2459656 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% -0.140159 -0.506198 1.937732 -0.100777 1.037008 1.297882 -0.008022 0.653692 0.6326 0.6452 0.3476 1.365809 1.364729
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 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.102580 -1.102286 1.540708 -0.919488 1.817942 0.704619 6.568276 -0.054087 0.6251 0.6277 0.3498 8.577529 7.371600
2459652 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.160335 -0.751525 1.504162 -0.253585 1.799686 0.801074 12.410461 0.633843 0.6254 0.6315 0.3489 3.033804 2.055634
2459651 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.00% 0.148558 -0.553923 2.164590 0.312167 0.888723 0.393149 1.561743 0.351458 0.8460 0.8515 0.1328 5.228993 4.795456
2459650 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 1.08% 0.129457 -0.780927 1.898132 0.132572 0.567792 -0.561846 2.028159 0.248188 0.7576 0.7498 0.2597 1.920772 1.990312
2459649 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.110937 -0.795246 2.457258 0.382150 2.177736 1.570945 -0.973805 0.994026 0.6692 0.6662 0.3176 1.731955 1.768953
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% -0.430037 -0.430037 1032.199360 1032.199360 31035.047515 31035.047515 6.306790 6.306790 0.2085 0.2085 0.0000 150346.554688 150346.554688
2459646 digital_ok 0.00% 0.00% 0.00% 0.00% 9.68% 6.45% 0.218587 0.115335 2.504401 0.455580 0.846154 0.992136 -0.321452 0.048618 0.6119 0.6129 0.3243 1.544109 1.593445
2459645 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 1.08% 0.443912 0.100320 2.442293 0.542662 2.480069 0.025603 1.255459 1.584817 0.6806 0.7081 0.2557 1.811493 1.929776
2459642 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.096272 -0.072952 3.414467 0.435981 1.907958 0.949118 2.347484 1.192231 0.6039 0.6049 0.3267 1.593176 1.567826
2459641 digital_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4660 0.4612 0.0032 nan nan
2459640 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.381647 0.489080 2.657535 0.097941 0.312357 2.037955 4.448787 0.081307 0.6103 0.6154 0.3183 5.717515 5.518511
2459639 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.69% 0.227360 0.186799 2.407287 0.402533 1.767848 1.454254 0.267319 -0.430653 0.6178 0.6227 0.3099 1.387555 1.496298
2459638 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7208 0.7442 0.2534 nan nan
2459637 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 8.65% 0.321857 1.992877 3.279774 1.600050 2.186558 1.261323 1.103428 0.993450 0.6049 0.5999 0.3192 1.362118 1.336808
2459636 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.201748 2.280413 3.647712 1.268643 1.504309 1.057272 9.910248 2.303071 0.6012 0.5945 0.3215 4.441385 4.688980
2459635 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.707713 -0.095491 3.467325 1.344651 1.247670 2.186618 9.905645 2.434964 0.6120 0.6107 0.3230 4.803241 4.700943
2459634 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.674072 -0.674072 -0.674491 -0.674491 -0.674931 -0.674931 -0.674874 -0.674874 1.0000 1.0000 0.0000 0.009528 0.009528
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 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.259141 -0.043452 2.929949 0.752256 0.797416 1.306840 6.208676 0.702090 0.6123 0.6133 0.3300 5.809387 5.795786
2459631 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.239694 0.578897 3.011288 0.649870 0.506322 1.826444 2.989891 0.471351 0.6083 0.6097 0.3301 1.533940 1.542155
2459630 digital_ok 0.00% 0.00% 0.00% 0.00% 11.83% 1.61% 0.686649 0.540558 2.732540 0.454483 1.167690 2.053039 0.681766 0.183203 0.6161 0.6179 0.3240 1.674264 1.603420
2459629 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 20.97% 0.079341 0.587354 3.418286 0.946795 1.760754 1.734677 0.676800 0.369823 0.6331 0.6303 0.3126 1.670950 1.800139
2459628 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.54% 0.275208 -0.219082 3.311900 0.738323 1.082088 1.364253 0.747289 0.844334 0.6152 0.6152 0.3320 1.364813 1.329451
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 0.002769 0.002769
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% 0.074674 -0.160444 3.472453 1.407640 1.276013 1.207714 0.151655 -0.007511 0.6216 0.6209 0.3325 1.689149 1.737257
2459624 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 35.14% 0.069716 0.253720 3.220660 0.891924 1.001888 0.257349 1.088416 1.727299 0.6240 0.6238 0.3265 2.350199 2.716794
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% 0.200599 -0.426667 6.072952 2.024786 0.161100 1.303380 0.907040 0.621892 0.6150 0.6208 0.3525 0.000000 0.000000
2459621 digital_ok 100.00% - - - 100.00% 0.00% -0.175985 -0.443500 2.678848 0.354895 1.798992 3.680501 7.673978 12.923056 nan nan nan 0.000000 0.000000
2459620 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.736898 -1.080042 0.584193 0.245553 0.106115 2.688917 -1.081626 0.121934 0.0392 0.0344 0.0024 nan nan
2459619 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 18.92% 0.167854 -0.400699 3.358765 0.898538 1.167146 0.665935 -0.123702 0.367061 0.6006 0.5979 0.3492 -0.007617 -0.009093
2459618 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.269991 0.472762 4.091588 1.176655 1.965144 1.864995 -1.126832 1.356007 0.5989 0.5951 0.3650 0.000000 0.000000
2459617 digital_ok 0.00% 0.00% 0.00% 0.00% 98.92% 1.08% 0.205857 0.109561 3.188996 0.334980 0.718634 1.188222 -1.259674 -0.022612 0.6054 0.6026 0.3551 0.000000 0.000000
2459616 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.069241 0.516205 5.413509 1.979324 0.815177 1.811005 1.001432 0.688908 0.6200 0.6090 0.3617 0.954227 0.960177
2459615 digital_ok 0.00% 0.00% 0.00% 0.00% 98.38% 0.00% 0.265978 0.152486 3.263803 0.465914 0.938479 1.120156 -0.531504 0.009520 0.6090 0.6066 0.3733 0.000000 0.000000
2459614 digital_ok 0.00% 0.00% 0.00% 0.00% 70.43% 29.57% 0.561919 0.146194 2.972946 0.174044 0.176825 0.278179 3.971526 -0.032045 0.6265 0.6236 0.3657 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% 0.700832 -0.389103 4.096116 0.714540 1.333441 -0.083802 -0.643642 -0.084781 0.5577 0.6007 0.3054 0.000000 0.000000
2459611 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.890058 317.799039 inf inf 31.948572 49.714493 390.792995 1007.610175 nan nan nan 0.000000 0.000000
2459610 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.679079 0.329510 3.431803 1.091819 2.273938 0.950789 1.001079 0.685564 0.7073 0.7161 0.2874 1.910479 2.258095
2459609 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.896791 1.260001 4.335722 1.763506 2.707123 1.887363 2.658160 0.663388 0.6726 0.6784 0.3035 5.714332 5.896970
2459608 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.675014 1.478410 4.716046 1.527268 0.137083 1.293515 2.985342 -0.086962 0.6522 0.6555 0.3574 6.548350 6.144210
2459607 digital_ok 100.00% 38.92% 38.92% 0.00% 100.00% 0.00% 0.640213 1.277583 4.235064 2.076683 3.961267 2.415371 3.002453 -0.124379 0.4149 0.4142 0.2240 7.061677 6.574899
2459605 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.264826 -0.417099 -0.527434 -0.708422 1.130192 1.481075 1.467799 0.179556 0.0373 0.0354 0.0035 nan nan
2459604 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 2.15% 0.276547 1.631917 3.672508 0.762910 2.009309 0.113484 3.689386 0.257952 0.6949 0.6940 0.2944 1.871674 1.993879
2459603 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.580602 -0.656557 4.481524 1.366331 -0.501508 0.179721 -0.248475 -0.402939 0.7577 0.7764 0.2827 7.079970 6.816218
2459602 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.849038 -0.791057 5.372494 2.290278 0.823469 1.811556 -0.591848 0.509478 0.6641 0.6878 0.3488 5.258541 4.610079
2459598 digital_ok 0.00% 0.00% 0.00% 0.00% 0.54% 0.00% 0.691174 -0.802898 3.927964 1.098980 -0.241509 1.391804 1.206809 0.072648 0.6640 0.6792 0.3697 1.789538 1.665852
2459597 digital_ok 0.00% 0.00% 0.00% 0.00% 1.61% 0.00% 0.557405 -1.062102 3.872818 2.078729 0.567308 1.692300 -0.180605 0.894155 0.6702 0.6828 0.3356 1.875121 1.673231
2459596 digital_ok 0.00% 0.00% 0.00% 0.00% 1.61% 0.00% 0.467789 -1.154903 3.574811 0.972251 2.044563 0.021404 1.893112 -0.042859 0.6669 0.6792 0.3522 1.778806 1.613231
2459595 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 1.08% -0.173443 2.287399 2.765756 0.864702 3.218569 0.988240 2.394925 0.700368 0.7639 0.7683 0.2102 2.151650 2.326167
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 25.41% 0.312579 -0.852205 3.203520 0.727554 0.994681 0.507662 2.115006 0.739769 0.7820 0.7960 0.2441 3.564045 3.286929
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 3.23% 1.046261 -0.390510 3.791451 1.500609 1.869507 1.284020 3.581576 0.225861 0.7446 0.7455 0.2494 2.398173 2.340303
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.021317 -0.936618 0.406210 -0.428112 0.846129 0.000142 1.108258 -0.041703 0.0420 0.0329 0.0005 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.045331 -0.481776 4.452259 1.411859 0.787941 1.598620 -0.783667 -0.384735 0.6735 0.6914 0.3644 5.246412 4.446966
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.573297 -0.196089 3.955836 0.866935 0.985922 1.810788 2.695345 -0.292809 0.6734 0.6879 0.3571 6.266543 5.737740
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 20.43% -0.134064 -0.525558 2.921890 0.377143 0.752123 0.067665 1.224032 0.021853 0.7103 0.7112 0.2833 1.867044 1.890745
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.887958 -0.810293 4.766911 1.540346 0.467577 1.176071 2.059270 0.027434 0.7856 0.7776 0.2151 10.131133 7.811253
2459587 digital_ok 100.00% - - - 100.00% 0.00% 351.754851 354.478890 inf inf 38.401837 102.847061 275.432028 512.757971 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% -0.200364 -0.817886 -0.880946 -0.352871 -1.156894 1.301440 0.536339 -0.478779 0.6526 0.6699 0.3611 1.641791 1.624121
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.370064 0.837210 -0.225860 1.748476 1.482618 2.837655 0.848394 0.717942 0.0382 0.0428 0.0030 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.679551 0.279319 6.296145 -0.421863 9.681608 -0.191986 4.766734 1.981042 0.6156 0.6279 0.3597 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.536739 -0.309300 2.659081 -0.695222 0.230126 1.284899 4.541793 0.907173 0.6743 0.6906 0.3771 4.284896 4.060691
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% 0.896569 -0.206472 2.638118 -0.484745 2.161439 -0.222577 0.421511 0.067768 0.6760 0.6896 0.3786 1.469299 1.477544
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% 1.371359 -0.188210 2.008255 -0.175127 1.346312 -0.189129 1.278155 -0.473409 0.6832 0.6957 0.3722 1.797217 1.689546
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.599412 -0.321823 2.956419 -0.091232 1.534998 0.418526 8.957802 0.616587 0.6754 0.6892 0.3745 4.745734 4.239528
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.742444 -0.461139 3.659395 -0.189748 1.109887 0.559826 0.032729 -0.185540 0.6718 0.6854 0.3757 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.639617 0.481559 0.315475 -0.157156 2.655962 -0.017497 2.596176 -0.667021 0.0474 0.0443 0.0023 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 16.22% 0.583060 -0.099793 1.905436 -0.243418 1.538641 -0.054581 3.498079 -0.552753 0.6725 0.6847 0.3772 1.632478 1.514300
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% 0.031792 -0.427017 1.605776 -0.718383 0.345177 -0.462024 1.363337 -0.718987 0.7543 0.7630 0.3220 1.660197 1.584688
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.510404 -0.441624 1.162545 -0.668704 0.868626 -1.301824 3.922191 -0.407019 0.6945 0.7070 0.3737 1.648156 1.534911
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.630692 0.839547 3.770606 -0.203178 0.917576 -0.000669 -0.078765 0.000783 0.6954 0.7062 0.3726 1.524582 1.524602
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.953780 0.731410 1.502877 -0.423962 0.876019 -0.627788 -0.949221 -0.311819 0.6998 0.7106 0.3685 1.550476 1.579836
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% 0.54% -0.516210 -0.685104 -0.382008 -0.706475 -0.426255 -0.642635 -0.586639 -0.729019 0.6837 0.7006 0.3465 1.118534 1.134945
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.243683 -0.084479 1.782686 -0.533319 1.537112 -0.788382 1.164603 -0.678206 0.7660 0.7733 0.2352 2.113484 1.826892
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.458924 -0.918451 2.410356 -0.389011 0.332932 0.301469 -0.030383 -0.608507 0.6872 0.7046 0.3919 1.538291 1.529638
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% -0.672328 -0.434364 -2.543705 0.097592 0.597776 1.210468 1.876393 -0.001373 0.7023 0.7114 0.3855 1.540172 1.470878
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.342530 -0.859455 2.336998 0.363287 0.103915 0.276039 2.212244 -0.033021 0.6994 0.7121 0.3825 1.779686 1.613183
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.963275 -0.611659 -1.969856 -0.565878 -0.885388 0.289647 1.175740 -0.018484 0.7003 0.7163 0.3791 1.855066 1.590630
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.910911 -0.554143 -2.221976 -0.598573 -1.400151 1.037684 0.313208 -0.250333 0.7007 0.7179 0.3785 1.818046 1.597868
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.627745 -0.562711 -1.923083 -0.672876 -1.273672 1.092306 0.820666 0.018194 0.6984 0.7157 0.3873 1.720145 1.530092
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.158277 -0.970280 -2.054655 -0.907973 -1.692782 0.685133 0.618245 -0.219188 0.6953 0.7101 0.3798 1.797913 1.548945
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.097887 -0.908040 2.970932 -0.415418 0.867297 0.843217 7.140223 1.649111 0.6987 0.7090 0.3791 3.530879 3.104797
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0484 0.0375 0.0009 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% 1.084986 -0.843430 3.340075 -0.543852 2.091317 0.804743 1.395347 -0.014814 0.6932 0.7067 0.3827 1.730685 1.551916
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7025 0.7173 0.3884 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6970 0.7108 0.3867 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.039503 -0.571472 4.236833 0.696416 6.174540 1.276894 1.218449 -0.355803 0.7085 0.7171 0.3822 10.558333 8.521189
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.348690 -0.683535 -2.319218 -0.951913 -2.111500 0.956746 0.854739 -0.094389 0.7019 0.7161 0.3815 1.722023 1.543642
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0579 0.0556 0.0012 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 8.11% 0.00% 0.331912 -0.740068 2.790229 -0.279344 1.731650 0.735138 1.527485 -0.436977 0.6949 0.7075 0.3967 1.763406 1.561660
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.445910 -0.689724 3.419589 0.402168 0.878499 -0.151573 3.217952 -0.312664 0.7466 0.7501 0.3540 1.796495 1.554152
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% -0.431427 -0.483653 -1.692099 -0.573314 -2.163379 0.049349 2.265383 0.045936 0.7527 0.7563 0.3383 1.590154 1.480570
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.742496 -0.252424 5.273960 1.311242 4.548265 -0.309835 24.860523 1.009287 0.7284 0.7348 0.4071 3.679547 3.013759
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.341264 -0.609565 -1.808128 -0.527314 -2.357819 -0.632334 8.159926 0.394555 0.7890 0.7806 0.3514 4.054482 3.316293
2459534 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.932049 -0.695565 -1.977598 -0.467808 -0.835505 -0.248962 9.683411 0.950684 0.7801 0.7679 0.3450 4.560150 3.588457
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.809314 -0.566858 3.416184 -0.163682 2.960087 0.266695 -0.668887 0.677212 0.7190 0.7290 0.3952 1.530640 1.444519
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.071965 -0.804224 4.547449 -0.129418 3.395909 -0.309707 1.274635 1.091269 0.7252 0.7356 0.3893 3.793286 3.327499
2459530 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.825846 -0.511177 -1.843484 -0.612909 -1.746659 0.527988 7.489119 0.717886 0.7319 0.7353 0.3925 4.688718 3.706526
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% 0.165863 0.697302 2.970743 -0.724515 3.056932 0.551017 1.888242 -0.232409 0.9090 0.9357 0.3014 0.000000 0.000000
2459523 digital_ok 0.00% - - - 18.37% 0.00% 0.009068 3.716677 3.921516 0.111008 0.710317 0.573462 0.597444 -0.477532 nan nan nan 2.242178 1.972029
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.533528 2.738588 4.314631 0.193803 0.751030 -0.263758 9.374641 0.354222 0.6653 0.6721 0.3507 3.265445 3.655193
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.005183 0.468163 0.073181 -0.628227 0.763107 0.089660 3.711661 0.329920 0.0554 0.0609 0.0076 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.579271 -0.959269 2.451071 -1.128482 1.121396 -0.572549 1.541259 -0.801094 0.9122 0.9435 0.1883 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.258469 -1.222508 3.553213 -0.218365 0.139474 0.330625 11.694456 0.754518 0.8896 0.8543 0.2093 26.775970 19.916951
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.741057 -0.729579 3.573061 0.205561 5.652355 0.907112 3.845243 0.094397 0.8846 0.8779 0.4332 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 160: 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
160 N13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 160: 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
160 N13 digital_ok ee Temporal Variability 40.172416 20.651797 18.820107 33.733622 32.635088 34.652995 40.172416 1.925158 2.186624

Antenna 160: 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
160 N13 digital_ok nn Power 64.018846 17.389376 17.867436 64.018846 62.759289 30.589530 29.394468 7.704759 6.772950

Antenna 160: 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
160 N13 digital_ok nn Power 46.774182 19.824880 18.986640 46.774182 45.586080 26.145683 25.077049 29.326929 24.459955

Antenna 160: 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
160 N13 digital_ok nn Temporal Variability 45.786752 20.263752 23.885191 42.034629 43.693188 45.647660 45.786752 9.076609 11.132678

Antenna 160: 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
160 N13 digital_ok nn Power 62.143785 16.881451 16.567829 60.970274 62.143785 20.635131 22.353607 5.230066 5.858549

Antenna 160: 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
160 N13 digital_ok nn Power 55.996697 19.083611 20.084591 55.996697 54.462078 24.248616 22.813672 4.143304 3.554271

Antenna 160: 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
160 N13 digital_ok nn Power 73.273349 24.739163 23.300690 71.608392 73.273349 24.224951 25.985653 13.075621 15.184138

Antenna 160: 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
160 N13 digital_ok nn Power 52.220056 21.884695 21.568585 52.220056 50.624069 41.032444 41.505592 7.678024 6.507442

Antenna 160: 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
160 N13 digital_ok nn Power 54.803465 19.103926 19.741173 54.803465 53.500698 44.068175 42.098273 20.013537 16.320767

Antenna 160: 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
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok ee Temporal Variability 60.491769 20.165330 19.297922 39.970566 38.424976 59.150973 60.491769 3.476002 2.835538

Antenna 160: 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
160 N13 digital_ok nn Power 54.229605 20.472256 19.171508 52.968201 54.229605 20.908036 21.516853 13.307195 15.575435

Antenna 160: 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
160 N13 digital_ok nn Power 52.877399 16.587444 17.167039 52.877399 51.762310 27.363560 26.930043 20.049279 17.589065

Antenna 160: 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
160 N13 digital_ok nn Power 67.123678 18.808701 17.714734 64.935994 67.123678 23.870114 23.718454 17.907859 20.265005

Antenna 160: 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
160 N13 digital_ok nn Power 55.709882 20.496234 21.365978 55.709882 53.851760 26.841655 26.925152 20.105577 17.413261

Antenna 160: 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
160 N13 digital_ok nn Power 55.748152 20.753557 19.883585 54.154069 55.748152 32.511602 32.047583 26.809122 30.710501

Antenna 160: 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
160 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok nn Power 70.986088 19.173673 19.239825 69.196376 70.986088 52.460692 68.544536 24.493235 39.064618

Antenna 160: 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
160 N13 digital_ok nn Power 63.968108 29.026795 29.327514 63.968108 62.805136 46.590015 46.720386 10.832424 9.848154

Antenna 160: 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
160 N13 digital_ok nn Power 69.046579 26.586872 26.726970 69.046579 68.071089 48.912068 49.357788 26.687311 23.029894

Antenna 160: 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
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok nn Power 56.099547 23.854321 24.250193 55.908610 56.099547 33.927247 33.609525 9.468164 10.405262

Antenna 160: 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
160 N13 digital_ok nn Power 69.079112 26.773500 25.639623 69.079112 67.711493 50.072158 52.259300 16.039035 13.847463

Antenna 160: 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
160 N13 digital_ok nn Power 70.629527 17.639821 16.582066 70.629527 68.958443 43.391908 45.222037 1.723109 1.336139

Antenna 160: 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
160 N13 digital_ok nn Power 69.512061 24.047899 24.544269 68.900386 69.512061 49.774956 47.451808 1.122363 1.101481

Antenna 160: 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
160 N13 digital_ok ee Temporal Variability 24.317209 22.497021 21.980939 20.878535 20.031540 22.265808 24.317209 4.850031 4.623177

Antenna 160: 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
160 N13 digital_ok nn Shape 20.354221 20.354221 20.303881 10.544612 9.947301 12.682773 13.758281 3.315151 3.167696

Antenna 160: 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
160 N13 digital_ok nn Power 6.186439 3.014799 3.364759 5.987684 6.186439 1.597020 1.145504 0.457357 0.601398

Antenna 160: 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
160 N13 digital_ok ee Temporal Variability 23.665251 14.184492 13.561062 13.073985 12.406034 21.823918 23.665251 3.136578 2.533034

Antenna 160: 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
160 N13 digital_ok nn Temporal Variability 37.454050 18.795057 19.809571 9.937609 9.920053 36.277605 37.454050 2.240737 2.660666

Antenna 160: 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
160 N13 digital_ok nn Power 90.390156 24.588975 21.913640 90.390156 88.616326 20.387932 22.213906 10.627958 8.745407

Antenna 160: 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
160 N13 digital_ok nn Power 36.402522 13.735620 16.373490 35.126595 36.402522 5.126423 4.096079 4.936448 5.699863

Antenna 160: 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
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok nn Power 59.580489 21.450889 19.536897 59.580489 58.001007 13.014453 15.422471 4.934639 4.255094

Antenna 160: 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
160 N13 digital_ok nn Power 75.780888 23.892748 22.100803 75.780888 73.746718 16.759657 19.536701 4.415842 3.871658

Antenna 160: 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
160 N13 digital_ok nn Power 83.993791 22.857232 24.698306 81.881953 83.993791 19.264129 15.977689 7.457368 8.824603

Antenna 160: 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
160 N13 digital_ok nn Power 37.195985 17.002296 19.926141 36.025441 37.195985 5.840039 5.348061 5.151414 6.367368

Antenna 160: 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
160 N13 digital_ok nn Power 34.119162 15.689485 14.490030 34.119162 33.171448 4.633093 5.618967 3.984484 3.441194

Antenna 160: 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
160 N13 digital_ok nn Power 97.424544 28.663359 26.600254 97.424544 94.843058 16.779989 21.355570 7.990140 6.872349

Antenna 160: 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
160 N13 digital_ok nn Power 40.438784 16.095300 17.899589 39.473803 40.438784 8.962199 4.659232 6.127920 3.463781

Antenna 160: 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
160 N13 digital_ok nn Power 65.244611 24.347258 21.947610 65.244611 63.789248 12.840334 15.381434 8.856659 7.472943

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 36.326460 15.273439 34.242493 1.247654 2.940168 13.318354 15.328409 0.936282 36.326460

Antenna 160: 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
160 N13 digital_ok nn Shape 5.978495 3.487990 5.978495 0.747343 -0.134325 2.485750 1.659806 -1.178751 2.397705

Antenna 160: 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
160 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok nn Shape 17.746263 17.746263 8.353963 1.544108 0.034297 3.502190 3.968764 11.906603 0.707577

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 55.748784 12.022376 18.732511 -0.326858 1.283044 4.640367 13.008670 3.017699 55.748784

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 22.573931 9.797572 19.587489 -0.237729 1.111963 3.315858 7.788847 0.455737 22.573931

Antenna 160: 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
160 N13 digital_ok nn Shape 27.700917 27.700917 14.119367 1.557144 -0.125992 9.393879 3.524807 12.041777 0.780114

Antenna 160: 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
160 N13 digital_ok nn Shape 32.497383 16.386373 32.497383 1.334654 3.803281 11.861550 22.987142 2.514371 16.489816

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 49.198808 17.544728 36.631577 1.013155 4.048390 16.817827 15.949579 2.548527 49.198808

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 50.215357 12.712350 28.027049 -0.438719 1.765105 4.299380 12.215687 0.533767 50.215357

Antenna 160: 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
160 N13 digital_ok nn Shape 28.192451 11.489120 28.192451 0.255711 1.791109 2.342127 10.464206 0.277969 16.651136

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 3.581748 1.182545 0.250660 1.303997 0.188799 0.437640 0.422057 -0.743887 3.581748

Antenna 160: 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
160 Nnan Not Found ee Temporal Variability 2.538252 2.500469 1.979623 1.172644 1.327376 -0.556098 2.538252 -1.386947 -4.421135

Antenna 160: 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
160 N13 digital_ok nn Shape 28.656118 28.656118 12.027617 1.529693 -0.377814 7.694592 4.222532 8.620711 0.213319

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 18.212887 2.227995 0.669220 1.307225 -0.139938 -0.141815 0.643914 0.858216 18.212887

Antenna 160: 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
160 N13 digital_ok nn Shape 20.427475 14.238911 20.427475 1.828335 5.182250 17.653099 15.410342 2.195144 14.606494

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 7.261616 2.431036 1.148688 1.616753 -0.244991 1.190449 1.594617 0.148089 7.261616

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 9.119094 2.503447 3.796788 1.284343 3.568989 1.017043 6.509571 9.119094 0.809829

Antenna 160: 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
160 N13 digital_ok nn Temporal Discontinuties 13.865612 2.477564 0.468546 3.066618 -0.349529 2.659672 0.422978 0.204646 13.865612

Antenna 160: 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
160 N13 digital_ok nn Shape 20.979593 14.197822 20.979593 2.561517 3.634098 6.602183 11.677268 4.116743 15.071253

Antenna 160: 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
160 N13 digital_ok nn Shape 9.831856 9.831856 6.564568 -0.021386 0.935402 4.604945 5.671067 6.692925 -0.129190

Antenna 160: 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
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok ee Shape 0.750870 0.143529 0.750870 -0.531348 0.656311 0.030018 -0.957378 -0.897581 -0.606469

Antenna 160: 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
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok ee Temporal Variability 2.837273 -0.797940 -0.193866 -0.322142 1.066599 0.490791 2.837273 -0.272166 -0.978571

Antenna 160: 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
160 N13 digital_ok ee Power 0.665025 0.540007 0.071584 0.665025 -0.430823 -1.069982 -0.178134 -0.624358 -0.836447

Antenna 160: 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
160 N13 digital_ok nn Temporal Variability 2.571712 -0.481902 0.090379 -0.988762 0.399448 2.571712 -0.956370 -0.733612 1.186970

Antenna 160: 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
160 N13 digital_ok ee Power 0.207469 -0.232411 -0.038224 -0.604621 0.207469 -0.118192 -0.645099 -0.683353 -0.868702

Antenna 160: 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
160 N13 digital_ok ee Shape 0.621179 -0.126986 0.621179 -0.769720 0.414713 0.024436 -1.536703 -0.783929 -0.900213

Antenna 160: 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
160 N13 digital_ok ee Power 0.172447 -0.342267 -0.058250 -0.856448 0.172447 -0.107120 -0.691224 -0.897314 -0.788524

Antenna 160: 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
160 N13 digital_ok ee Power 0.200956 -0.174716 -1.279016 0.200956 -0.468004 0.175326 -0.222938 -1.037105 -0.308623

Antenna 160: 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
160 N13 digital_ok ee Temporal Discontinuties 1.628338 0.028036 -0.260446 0.414010 -0.761557 0.678741 -0.229347 1.628338 -0.823831

Antenna 160: 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
160 N13 digital_ok ee Power 0.419014 -0.301470 0.145438 -0.664544 0.419014 0.318260 -1.044125 -0.615646 -0.533601

Antenna 160: 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
160 N13 digital_ok ee Power 0.692044 0.619842 -0.406975 0.692044 -0.778455 0.323609 0.530691 -0.932200 -0.678604

Antenna 160: 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
160 N13 digital_ok ee Shape 0.928383 0.928383 -0.266172 0.354296 -0.872644 -1.251575 0.267040 -1.144032 -0.674142

Antenna 160: 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
160 N13 digital_ok ee Power 0.607235 0.476839 -0.351588 0.607235 -0.706853 -1.533681 0.227565 -1.063415 -0.670485

Antenna 160: 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
160 N13 digital_ok ee Power 1.845240 0.418605 -1.130503 1.845240 -0.134176 1.416246 -0.143961 -1.517499 -0.407728

Antenna 160: 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
160 N13 digital_ok ee Shape 0.881423 -0.340291 0.881423 -0.710538 0.852879 0.404509 -1.118227 -0.633560 -0.879674

Antenna 160: 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
160 N13 digital_ok ee Power 1.497107 -0.678884 -0.277028 -0.080998 1.497107 0.708292 -0.064858 -0.399457 -0.786492

Antenna 160: 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
160 N13 digital_ok ee Shape 0.226241 0.213343 0.226241 -0.617935 -0.051962 -0.095622 -1.037820 -0.743253 -0.784088

Antenna 160: 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
160 N13 digital_ok nn Temporal Variability 0.946657 0.334938 0.449099 -0.370719 0.203254 0.946657 -0.491069 -0.809447 -0.838594

Antenna 160: 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
160 N13 digital_ok ee Power 1.934794 0.408967 -0.756755 1.934794 0.007835 0.875568 0.416006 -1.772464 0.117515

Antenna 160: 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
160 N13 digital_ok ee Temporal Discontinuties 4.367458 -0.531843 -0.519820 0.257964 0.088878 -0.126893 0.367059 -0.508066 4.367458

Antenna 160: 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
160 N13 digital_ok ee Shape 0.362457 0.332731 0.362457 -0.268660 0.110979 0.310986 -0.685885 -0.834578 -0.284021

Antenna 160: 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
160 N13 digital_ok ee Shape 1.023766 -0.251149 1.023766 -0.924511 0.540611 -0.252574 0.997691 -0.698874 -0.985659

Antenna 160: 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
160 N13 digital_ok ee Shape 1.058701 -0.106905 1.058701 -1.104602 0.824969 -0.733388 -1.073434 -1.094986 -1.448948

Antenna 160: 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
160 N13 digital_ok ee Power 1.543363 -0.549152 -1.448353 1.543363 0.187880 0.354789 0.679979 -1.193525 -0.133978

Antenna 160: 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
160 N13 digital_ok ee Temporal Variability 0.805339 -0.953444 -0.571337 0.296095 0.087733 0.324406 0.805339 -0.187393 -0.889096

Antenna 160: 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
160 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 160: 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
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 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
160 N13 digital_ok ee Power -0.731736 -0.740685 -0.740685 -0.731736 -0.731736 -0.944895 -0.944895 -0.791462 -0.791462

Antenna 160: 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
160 N13 digital_ok ee Power 0.864086 -1.002701 -0.018127 -0.746280 0.864086 -0.360267 0.466978 -0.619853 -0.541657

Antenna 160: 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
160 13 digital_ok ee Temporal Variability 1.962870 -0.473202 -1.075561 1.853363 0.125425 1.962870 -0.509087 1.896416 0.116043

Antenna 160: 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
160 13 digital_ok ee Shape 1.790840 1.790840 0.274315 0.259816 0.307462 -0.040402 -0.248938 -0.173643 0.354019

Antenna 160: 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
160 13 digital_ok ee Power 1.723692 -0.269850 -1.005644 1.723692 1.016409 -0.906880 0.719435 -1.318427 1.333617

Antenna 160: 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
160 13 digital_ok nn Temporal Discontinuties 3.393590 0.125630 -0.943297 2.608788 1.336433 0.333389 -0.998526 -1.869619 3.393590

Antenna 160: 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
160 13 digital_ok nn Temporal Variability 1.785793 -0.274661 -0.673627 0.283098 0.704734 -0.962459 1.785793 -0.962695 0.314102
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