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 = "10"
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 10 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 10, Node N02:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.050475 -1.002691 -0.297966 0.397485 -0.669646 0.531339 0.188900 -0.643514 0.7364 0.6471 0.5146 2.092016 2.154458
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.001334 -1.207531 -0.390686 0.080614 -0.886644 -0.063985 -0.840673 -0.149133 0.7345 0.6545 0.4982 2.183462 2.069697
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.249098 -0.939198 -0.422084 0.673282 -0.537657 -0.098201 0.402025 1.115573 0.7126 0.6061 0.4446 1.882323 1.677202
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.097110 -1.154744 -0.663197 0.944076 -1.005680 0.647616 -0.114063 -0.932224 0.7267 0.6599 0.4889 2.406501 2.071858
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.411107 -0.997107 -0.369438 0.587707 -0.708277 0.984257 1.654090 1.115864 0.7216 0.6654 0.4723 2.247329 2.051144
2459803 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.089500 -1.088207 -0.715444 0.613606 -0.007192 0.007192 3.333721 2.298169 0.7172 0.6733 0.4725 3.182564 2.697377
2459802 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.376453 -1.217224 -0.334862 0.421836 -0.745614 -0.090917 0.296432 0.238435 0.7426 0.5824 0.5263 2.007840 1.681102
2459801 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.125321 -1.086173 -0.664094 0.343204 -0.744344 -0.243917 1.671308 2.761387 0.7462 0.6659 0.4944 2.103408 1.878182
2459800 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459799 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.14% -0.109834 -1.100947 -0.673177 0.756074 0.014316 1.685575 0.097536 -0.583200 0.7120 0.6044 0.4395 1.731202 1.562720
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.908559 -1.150417 -1.069725 0.248189 -0.963474 0.421547 3.301668 0.803455 0.6750 0.6442 0.4394 2.323765 2.284737
2459797 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.312424 -1.166555 -0.874878 0.438125 -0.985606 0.200107 2.322578 0.616111 0.6776 0.6511 0.4324 2.108677 2.272358
2459796 digital_ok 0.00% 0.00% 0.00% 0.00% 2.63% 65.79% -0.998050 -1.076102 -0.217264 1.168813 -0.727195 -0.098413 1.300876 -0.848743 0.6682 0.6418 0.4168 1.697660 2.116839
2459795 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 18.42% -0.615683 -0.860842 -0.967088 0.304394 -0.832987 0.207935 3.277822 1.246473 0.6599 0.6355 0.4142 2.823856 2.860675
2459794 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.727509 4.143752 -1.037037 8.197244 0.741359 6.788105 33.686573 31.711270 0.6523 0.6251 0.4179 0.000000 0.000000
2459793 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.912649 2.793613 -1.063412 7.027519 -0.023687 7.664951 17.887434 16.095393 0.6408 0.6256 0.4143 10.343378 14.223343
2459792 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.777857 1.848780 2.021976 8.839321 1.883498 7.941929 11.027203 10.766322 0.7124 0.6069 0.4331 3.801166 3.639789
2459791 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.338989 3.771511 3.465300 10.756324 2.671490 9.598979 5.363561 4.861599 0.6309 0.6149 0.4040 6.102520 6.965081
2459790 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.817808 5.900215 13.267887 10.057039 17.327297 11.519051 13.475919 13.465459 0.6169 0.6092 0.4022 2.703770 2.737008
2459789 digital_ok 100.00% 2.69% 0.00% 0.00% 100.00% 0.00% 21.558388 18.790101 25.344166 23.491613 37.737048 32.757217 39.022402 36.384658 0.5638 0.5594 0.3767 0.000000 0.000000
2459788 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.498544 16.495916 26.397984 24.891830 40.364229 35.718153 17.147431 15.154015 0.5728 0.5717 0.3716 3.404603 3.750134
2459787 digital_ok 100.00% 2.69% 0.00% 0.00% 100.00% 0.00% 17.833096 15.667628 21.847720 20.884166 26.627795 23.180715 33.676340 33.082196 0.5513 0.5494 0.3728 3.226752 3.444108
2459786 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459785 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.201011 -1.085274 -0.614080 -0.488692 0.173249 0.673199 -0.549771 -0.504780 0.7080 0.6034 0.4306 1.017753 0.830260
2459784 digital_ok 0.00% 10.75% 13.44% 0.00% 13.16% 0.00% 1.559789 -0.358304 -0.636949 -0.920214 2.462759 2.436507 0.352285 -1.047270 0.5240 0.5125 0.3363 1.318518 1.754512
2459783 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.442471 0.285069 -0.242013 0.701613 -0.558606 3.146083 2.095985 1.106062 0.5251 0.5139 0.3228 1.763961 1.949994
2459782 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459781 digital_ok 0.00% 6.52% 1.30% 0.00% 6.49% 1.30% -0.068829 0.341809 -0.011990 0.987572 0.681600 0.980095 0.443622 0.773769 0.7004 0.6339 0.3685 1.912135 1.931601
2459778 digital_ok 0.00% 3.22% 3.76% 0.00% 3.74% 0.00% -0.372645 0.482646 -0.251097 2.202219 0.107530 1.109056 3.059410 1.786457 0.6874 0.5718 0.4239 1.673178 1.554626
2459776 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.68% -0.687676 -0.334840 -0.243718 1.430292 1.919019 3.526809 0.910583 0.480448 0.7229 0.5869 0.4371 1.661051 1.493835
2459774 digital_ok - 2.08% 2.60% 0.00% - - nan nan nan nan nan nan nan nan 0.6952 0.5760 0.4174 nan nan
2459773 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459772 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.232106 -0.564334 -0.942281 -0.055103 -1.496856 0.391394 -0.457334 0.897397 0.4619 0.4542 0.2749 1.407371 1.463787
2459771 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.74% -1.424823 -0.550484 -1.326681 -0.061547 2.162846 -0.157693 2.021295 0.636170 0.6997 0.5915 0.4191 1.946957 1.820949
2459770 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459769 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.064317 -0.782260 2.001020 -0.826556 1.641430 0.489381 -0.569865 0.026168 0.4547 0.4519 0.2958 1.571848 1.563770
2459768 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.604897 -0.670471 2.140902 -0.774501 2.770388 1.780513 -0.042113 0.911164 0.4583 0.4593 0.2999 1.546949 1.571662
2459767 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.537084 -0.639327 -0.978846 -0.024830 -1.586710 0.142180 -0.381501 1.172645 0.5104 0.5025 0.2872 1.485771 1.493994
2459766 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.658946 -0.673573 -1.255403 -0.056490 -1.588036 1.063784 -0.316789 0.309044 0.4778 0.4744 0.3040 1.450850 1.488129
2459765 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.474062 -0.666152 3.465365 -0.756373 1.769366 2.178316 -1.131263 1.970950 0.4818 0.4787 0.3138 1.524738 1.524479
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.536736 -0.461712 0.536343 -0.524419 0.128314 1.553386 0.049418 0.667853 0.7111 0.6319 0.4614 2.704954 2.597813
2459761 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.206103 -0.821467 1.479235 -0.302605 1.783983 1.461908 -1.212757 0.528072 0.5122 0.5074 0.3272 1.446908 1.443303
2459760 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.489700 -0.412113 2.615008 -0.713916 7.525742 11.681805 0.354976 3.212021 0.5179 0.5138 0.3298 3.546467 4.280153
2459759 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.499628 -0.610274 0.821729 -0.529658 0.372114 -0.958676 -1.434661 -0.992130 0.0940 0.1042 0.0207 1.162511 1.163578
2459758 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.675376 -0.795475 0.341134 -0.104339 0.202835 1.246169 -0.795830 0.880404 0.1219 0.0962 0.0245 1.145729 1.144325
2459757 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459755 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.225259 -0.907290 -0.251616 -0.216258 0.410371 1.158089 -0.986351 -0.282450 0.1009 0.0768 0.0165 1.159314 1.161581
2459754 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.308298 -0.548433 -0.348283 -0.062973 -0.459630 1.908350 -0.433640 1.507753 0.1070 0.0897 0.0204 1.105892 1.108684
2459753 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.088797 -0.805780 10.808801 0.199770 483.918369 2.232723 75.788677 0.212690 0.0860 0.0799 0.0316 1.159898 1.168771
2459752 digital_ok 0.00% 51.61% 51.61% 0.00% 92.11% 0.00% -0.633171 -0.383503 2.340846 -0.345752 0.367253 1.477175 -0.358670 0.705802 0.3937 0.3850 0.2262 0.000000 0.000000
2459750 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459749 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.768420 -0.695596 -0.778956 -0.036737 -1.103910 2.695272 -0.515674 0.146599 0.1228 0.0799 0.0133 0.000000 0.000000
2459748 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.086000 -0.563205 -0.799296 -0.016989 1.894058 3.207298 0.738177 0.928351 0.6160 0.6033 0.4062 1.504968 1.625946
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.869021 1.684859 2.418915 1.095669 12.896271 14.179887 65.783344 54.102110 0.0309 0.0342 0.0014 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.615179 4.039460 3.883493 2.484446 7.813547 10.394830 55.249030 43.359976 0.0324 0.0378 0.0015 nan nan
2459745 digital_ok 0.00% 0.00% 0.00% 0.00% 15.79% 0.00% -0.958738 -0.555863 -1.123537 -0.015159 1.066938 2.790423 0.004538 0.386557 0.6431 0.6311 0.4123 1.456991 1.695145
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - -1.258387 2.228991 0.540298 1.122417 25.441259 6.259615 51.916742 68.690328 0.0312 0.0379 0.0017 nan nan
2459743 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.116586 -0.508037 11.151542 -0.580337 9.521796 0.063848 2.504394 0.895230 0.7072 0.5957 0.4193 6.080198 6.461855
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.593734 2.721941 0.509140 1.313307 5.882070 17.625529 28.305219 33.945834 0.0325 0.0333 0.0018 nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.316851 5.083621 -0.667280 3.216476 14.166374 20.792315 37.552437 40.824030 0.0325 0.0390 0.0019 nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.567515 2.266347 -0.167150 1.958288 14.374472 18.724343 63.922056 67.025729 0.0303 0.0306 0.0007 nan nan
2459738 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.003987 -0.022756 0.727997 -0.038461 2.096979 3.996338 0.239092 0.924494 0.6859 0.6699 0.4436 1.887584 2.701135
2459736 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.587139 1.189018 -0.137107 -0.182822 0.703371 0.369482 -0.169572 0.590460 0.6989 0.5909 0.4233 4.009565 3.586268
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.246654 1.896040 2.272258 1.143187 8.821650 12.122559 38.876031 32.862952 0.0342 0.0338 0.0026 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.322304 1.367393 1.690769 0.701588 1.784550 1.652477 34.625625 27.989554 0.0317 0.0338 0.0024 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.305483 1.596771 1.969322 0.604538 4.809078 4.979565 44.119784 37.094577 0.0318 0.0331 0.0023 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.211748 3.180388 0.871592 0.069532 3.142540 4.407888 0.019338 2.013321 0.6807 0.6697 0.3971 5.295141 7.006951
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.929112 1.236367 1.521219 0.746854 3.916568 2.335504 37.696963 31.873330 0.0305 0.0355 0.0018 nan nan
2459728 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.713640 0.868680 0.655291 0.494861 5.466144 4.687870 23.210080 20.846685 0.0315 0.0385 0.0023 nan nan
2459726 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.869345 0.525698 0.063167 0.271620 7.927513 7.426128 29.805150 28.161980 0.0339 0.0335 0.0025 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.103076 0.984579 0.385821 0.302112 6.398024 8.432824 32.272175 28.804558 0.0326 0.0340 0.0026 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.813785 0.635423 0.753400 0.116978 0.889734 1.684335 17.156515 14.005373 0.0315 0.0334 0.0024 nan nan
2459722 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 3.446174 2.861740 1.665959 -0.597853 1.400947 0.702431 -0.915759 1.829271 0.6875 0.5922 0.4376 2.563088 2.686148
2459720 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.626343 0.344292 1.248873 0.139767 5.922226 13.279543 10.996220 7.443899 0.0315 0.0413 0.0017 nan nan
2459719 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.382186 0.483420 1.472567 0.155941 20.745901 18.654442 19.934838 14.663790 0.0326 0.0416 0.0025 nan nan
2459718 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.264139 0.772201 2.018437 0.070718 7.942488 10.880907 29.727455 21.658510 0.0432 0.0514 0.0045 nan nan
2459717 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.309617 0.866632 1.244143 -0.146925 2.698722 4.346842 22.234030 16.828944 0.0321 0.0333 0.0023 nan nan
2459716 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.935473 0.278747 0.866812 -0.004009 2.331442 7.352478 16.787841 13.213014 0.0324 0.0348 0.0027 nan nan
2459715 digital_ok 100.00% 2.17% 3.79% 0.00% 100.00% 0.00% 6.242478 2.449956 1.388934 -0.237744 1.892891 0.809119 -0.437999 0.438237 0.6608 0.5780 0.4368 4.816960 5.621882
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.029738 0.493818 1.411966 0.104253 1.092532 3.714488 15.582208 11.923066 0.0371 0.0498 0.0038 nan nan
2459712 digital_ok 0.00% 13.44% 18.82% 0.00% 18.42% 0.00% 2.918446 3.228860 2.069271 -0.312413 1.723463 0.121479 -1.211297 -0.351680 0.5605 0.5465 0.3589 4.909280 5.696846
2459711 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.022271 0.427943 0.425788 -0.214891 -0.306294 1.068741 3.715967 3.098706 0.0338 0.0437 0.0025 nan nan
2459710 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.212591 0.542820 0.669477 0.122240 0.808020 5.494986 4.924889 2.912001 0.0337 0.0415 0.0024 nan nan
2459708 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.499018 2.492066 3.886760 -0.458377 4.691907 0.877191 0.165909 2.386858 0.6570 0.5873 0.4157 0.000000 0.000000
2459707 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.265702 -0.789715 0.053892 0.279507 14.977781 11.128981 6.687127 4.716904 0.0353 0.0343 0.0016 0.000000 0.000000
2459706 dish_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459705 dish_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459703 dish_ok 100.00% 100.00% 100.00% 0.00% - - 2.191402 0.363246 1.721384 -0.015413 7.888495 11.871222 1.378521 0.938443 0.0333 0.0352 0.0041 nan nan
2459702 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.220256 2.670119 2.049984 -0.502515 -0.163044 2.216064 -0.882749 0.252306 0.6112 0.6146 0.3417 3.869672 4.188984
2459701 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.410277 2.912103 1.669303 -0.112748 2.267120 3.849587 -0.981899 0.353569 0.6191 0.6260 0.3344 4.195430 4.576435
2459697 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3377.632000 3377.632000 3181.711634 3181.711634 2492.596332 2492.596332 12517.801704 12517.801704 1.0000 1.0000 0.0000 236.877090 236.877090
2459696 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 756.243710 756.243710 687.553362 687.553362 720.392702 720.392702 2859.682456 2859.682456 1.0000 1.0000 0.0000 0.608741 0.608741
2459695 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 659.013486 659.013486 670.338043 670.338043 587.827720 587.827720 1878.447851 1878.447851 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459693 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.539820 1.867406 6.283193 -0.532595 5.510884 6.225326 8.017197 0.538712 0.6529 0.6527 0.3182 3.887815 4.959418
2459692 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.130057 9.047491 3.819348 -0.236597 12.285655 1.495382 3.813739 0.422935 0.7063 0.7277 0.2275 4.718135 5.073877
2459691 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.058683 3.938862 19.736996 14.187905 4.052176 6.453989 3.418806 4.911150 0.5587 0.5739 0.3346 3.352276 3.636022
2459690 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.097086 5.146501 16.330587 15.360878 2.578492 6.949256 3.833375 5.548462 0.5881 0.5892 0.3584 2.876862 2.965866
2459689 dish_ok 100.00% - - - - - 5.331727 4.563615 10.720626 10.657752 5.497600 8.221952 2.259329 2.780153 nan nan nan nan nan
2459688 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 2.837704 2.863958
2459687 dish_ok 100.00% 99.46% 99.46% 0.00% - - 3.859066 4.879944 3.841014 11.994910 2.714566 34.293539 3.122916 6.755840 0.2090 0.2018 0.0848 nan nan
2459686 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.644378 4.574967 3.526311 9.597094 2.419623 3.825507 1.749317 0.464592 0.5831 0.5873 0.3513 2.936462 2.915989
2459685 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.284059 5.595174 3.990741 9.265112 2.624095 7.862688 2.921078 3.455477 0.5914 0.5894 0.3508 3.422817 3.184296
2459684 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.461930 5.860003 15.673892 12.015772 2.899365 3.785384 0.375254 1.224484 0.5812 0.5882 0.3518 2.810742 2.853660
2459676 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.546026 5.853239 6.383268 14.410321 6.927684 9.604594 0.521091 2.317239 0.6055 0.6062 0.3590 6.277822 6.731988
2459675 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.220758 5.358803 5.057530 11.414764 9.854788 15.126779 0.559360 1.719012 0.6120 0.6140 0.3545 3.142948 3.177583
2459674 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459673 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.847881 7.650477 3.976954 12.587493 4.276348 16.200445 0.322910 2.477880 0.6187 0.6041 0.3665 0.000000 0.000000
2459672 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.578115 4.932051 2.850717 12.321850 3.451191 4.151141 1.504901 1.740458 0.6122 0.6130 0.3535 0.000000 0.000000
2459671 dish_ok 100.00% 32.97% 32.97% 0.00% 100.00% 0.00% 5.329678 5.379491 7.953258 10.996556 5.357901 8.283042 2.187332 3.124234 0.4880 0.4721 0.2722 0.000000 0.000000
2459670 dish_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 dish_ok 100.00% 100.00% 100.00% 0.00% - - 1.775120 4.202646 3.959857 4.281845 1.742535 0.897922 1.328865 1.429997 0.0285 0.0315 -0.0001 nan nan
2459668 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.632774 6.176505 6.609902 13.075050 8.803649 17.057042 7.145884 17.500314 0.6405 0.6281 0.3481 3.509936 3.587507
2459665 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.210729 5.761620 7.848730 12.002861 2.931858 4.262078 2.851162 4.697117 0.6282 0.6363 0.3677 2.988729 3.115368
2459664 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.445855 -0.754575 0.692656 0.878538 1.650256 0.450967 0.374753 -0.660701 0.0279 0.0315 0.0004 nan nan
2459663 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.337385 7.237011 1.731465 20.312659 2.785020 26.568952 0.981080 3.465488 0.5997 0.5943 0.3529 0.000000 0.000000
2459662 dish_ok 100.00% 100.00% 100.00% 0.00% - - -1.162572 4.230270 1.204951 3.293963 1.085740 4.206381 3.015698 1.025297 0.0285 0.0314 0.0005 nan nan
2459661 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.146177 5.904838 5.524229 15.337373 9.179685 12.586158 2.437306 7.017992 0.6385 0.6249 0.3199 2.597600 2.574443
2459660 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.007048 4.602611 1.870658 14.594358 3.343500 14.050212 0.755367 2.097530 0.6338 0.6135 0.3295 3.948414 3.903826
2459659 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.261549 4.863218 0.653499 11.503351 2.017866 13.547876 2.263013 4.125350 0.5891 0.5831 0.3514 3.052032 2.964314
2459658 dish_ok 100.00% 2.26% 0.00% 0.00% 100.00% 0.00% 3.634494 4.626613 3.728768 9.576883 14.316724 9.268057 5.747194 4.817708 0.5944 0.6002 0.3458 0.000000 0.000000
2459657 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.520678 6.055695 1.716991 13.238317 7.103868 12.218417 5.263001 6.792410 0.6236 0.6066 0.3403 4.483394 4.218382
2459656 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.219711 5.700400 0.515921 9.264247 2.069441 9.987007 1.222245 3.049511 0.5918 0.5901 0.3424 3.005149 3.001862
2459655 dish_ok 100.00% 100.00% 100.00% 0.00% - - -0.834020 5.396857 1.506470 4.033709 -0.514455 1.136575 0.678246 0.301921 0.0289 0.0310 -0.0000 nan nan
2459653 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.603668 5.583087 0.656130 9.522458 1.507120 10.154533 0.910631 1.609174 0.5928 0.5934 0.3457 3.216707 3.112007
2459652 dish_ok 100.00% 0.54% 0.00% 0.00% 100.00% 0.00% 4.565314 7.242009 0.551409 13.891092 22.179388 11.540915 4.774118 2.719781 0.5886 0.5887 0.3471 4.837210 4.452203
2459651 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.621078 5.236923 1.904509 13.036485 14.223453 7.903232 4.066708 17.051056 0.8344 0.8485 0.1318 38.161770 56.196398
2459650 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.865450 6.713134 2.265148 12.105788 29.065677 10.141197 5.907602 21.643043 0.7114 0.7064 0.2792 5.642329 5.991471
2459649 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.223417 4.871852 0.898976 11.293044 0.910029 8.557866 2.306990 3.716011 0.6339 0.6172 0.3147 3.138112 3.214335
2459648 dish_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 dish_ok 0.00% 81.63% 81.63% 0.00% 100.00% 0.00% -0.164217 -0.164217 -0.093638 -0.093638 -0.373693 -0.373693 0.962765 0.962765 0.2085 0.2085 0.0000 0.061367 0.061367
2459646 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.183495 5.030921 1.249427 13.243060 1.336653 8.624042 2.016877 3.225873 0.5739 0.5663 0.3207 4.279657 4.035584
2459645 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.242434 4.879268 -0.560282 14.042937 1.124788 8.865434 2.121749 15.332155 0.6473 0.6739 0.2765 6.041295 6.539336
2459642 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.122630 6.153841 9.502769 18.485516 3.345902 8.930675 0.767728 2.025899 0.5642 0.5552 0.3247 3.155344 3.025408
2459641 dish_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4647 0.4612 0.0030 nan nan
2459640 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.290073 6.801214 1.591560 14.456142 1.035295 10.378592 -0.014150 1.673257 0.5668 0.5599 0.3174 4.220105 3.933304
2459639 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.106805 5.157833 2.429747 13.958946 0.986356 8.289520 0.577999 2.455818 0.5685 0.5616 0.3149 3.617848 3.420980
2459638 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6672 0.6923 0.2645 nan nan
2459637 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.863282 5.105754 4.192105 18.242482 1.344517 6.675101 -0.188259 1.327496 0.5601 0.5521 0.3225 3.961480 3.757700
2459636 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.959728 5.275694 3.909642 17.457924 0.093304 6.539436 0.245470 1.107482 0.5600 0.5532 0.3235 3.944550 3.745356
2459635 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.815347 5.778432 5.870050 16.974579 2.090188 10.427978 0.515355 1.177530 0.5678 0.5584 0.3209 5.659013 4.855882
2459634 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.271892 1.450104 152134.452181 1.451870 8.678946 1.138015 8.669934 1.130564 1.0000 1.0000 0.0000 0.088731 0.089207
2459633 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.463542 5.648441 6.498090 19.100998 1.498157 11.802677 -0.056864 1.397028 0.5621 0.5567 0.3370 3.350317 3.342255
2459632 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.254869 5.420320 5.613290 15.751529 0.407676 7.099124 -0.479564 0.854772 0.5681 0.5622 0.3365 3.844151 3.649973
2459631 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459630 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.910181 7.170526 5.674127 15.404743 1.337258 10.283308 1.011777 2.729176 0.5725 0.5672 0.3288 4.158044 3.982103
2459629 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.835562 6.285672 11.528676 17.681475 1.786385 9.556692 2.444372 3.582360 0.5852 0.5790 0.3180 3.415433 3.475709
2459628 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.236963 5.146474 6.387841 14.626669 1.624985 6.205321 1.161207 1.574060 0.5713 0.5667 0.3395 3.158247 3.152391
2459627 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.942264 1.942264 1.951005 1.951005 2.055961 2.055961 2.019594 2.019594 1.0000 1.0000 0.0000 0.079839 0.079839
2459626 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.681846 4.838248 4.132540 12.531414 2.552996 8.789746 4.643896 4.800423 0.5922 0.5894 0.3427 3.018334 3.001562
2459625 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.044369 5.106797 18.990071 15.596289 5.114180 8.194919 0.302150 1.174359 0.5650 0.5622 0.3402 3.340992 3.310347
2459624 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.682174 6.097892 11.907681 14.164791 2.687707 8.172016 3.420258 2.624101 0.5824 0.5777 0.3325 3.450048 3.521994
2459623 dish_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.146697 5.013500 12.920360 27.865061 0.960790 4.685203 -0.122972 2.322192 0.5882 0.5871 0.3547 0.000000 0.000000
2459621 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459620 dish_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459619 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.498884 3.905841 7.268773 15.893075 3.267288 7.217003 -0.026230 1.114946 0.5831 0.5882 0.3500 2.231056 5.666448
2459618 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.197098 4.748151 8.617776 17.001724 2.126873 8.757888 1.885544 2.534796 0.5858 0.5871 0.3640 4.068033 4.096603
2459617 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.142534 4.050986 68.167160 14.097089 25.912713 8.212656 4.093131 3.101418 0.1868 0.5968 0.4133 2.131952 8.966107
2459616 dish_ok 100.00% 98.92% 0.00% 0.00% 100.00% 0.00% 17.864178 4.316923 106.428837 24.051417 35.331710 9.763059 2.014257 1.858603 0.1132 0.6018 0.3286 0.000000 0.000000
2459615 dish_ok 100.00% 5.95% 0.00% 0.00% 100.00% 0.00% 5.049562 4.632206 45.950340 14.076131 32.778398 5.869508 2.873161 1.936026 0.4924 0.5802 0.3990 0.000000 0.000000
2459614 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459613 dish_ok 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 dish_ok 100.00% 67.57% 67.57% 0.00% 100.00% 0.00% 19.121851 4.240449 46.838130 16.092640 18.027547 15.860206 36.509945 4.575694 0.3417 0.3691 0.2020 0.000000 0.000000
2459611 dish_ok 100.00% 78.72% 0.00% 0.00% 100.00% 0.00% 28.642756 4.283014 50.274205 11.333638 36.208425 6.852244 29.862302 2.496018 0.3312 0.6255 0.4361 1.710311 3.526847
2459610 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.702667 4.677647 6.488659 15.339428 4.665410 7.899377 3.477795 8.008556 0.6692 0.6764 0.2938 4.139292 4.190214
2459609 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.316668 5.260913 7.368949 20.568758 0.539387 4.348003 1.868763 2.410958 0.6326 0.6355 0.3137 3.731501 3.830699
2459608 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 317.515451 323.622725 inf inf 29.903700 55.290731 107.863793 606.808332 nan nan nan 0.000000 0.000000
2459607 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459605 dish_ok 0.00% 100.00% 100.00% 0.00% - - 1.149874 -0.686321 0.240344 -1.056299 0.916029 0.027409 2.244630 0.307770 0.0315 0.0395 0.0041 nan nan
2459604 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.650193 4.854726 8.407931 18.064532 5.037059 10.370312 3.513101 8.063413 0.6469 0.6483 0.3210 4.377795 4.334074
2459603 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.343522 6.149690 2.604758 18.543331 -0.274574 2.098535 0.410420 2.613041 0.7058 0.7125 0.3198 4.945526 5.221646
2459602 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.177146 4.666757 3.904005 23.538461 0.002906 5.615867 1.589383 1.650051 0.6247 0.6390 0.3585 3.541401 3.627827
2459598 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.210947 4.755629 4.535343 18.204774 1.747116 6.588786 0.764611 0.896278 0.6317 0.6351 0.3789 4.845582 4.535002
2459597 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 314.327842 315.693968 inf inf 26.266978 47.738336 293.844940 904.478745 nan nan nan 0.000000 0.000000
2459596 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.840374 4.254497 3.725009 16.383548 2.024314 5.036603 0.499412 1.409014 0.6379 0.6397 0.3612 3.816951 3.811621
2459595 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 384.693945 389.979618 inf inf 20.777180 35.019960 52.241913 186.004920 nan nan nan 0.000000 0.000000
2459594 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 70.964176 101.816192 inf inf 19.256931 31.835281 44.927242 75.269637 nan nan nan 0.000000 0.000000
2459593 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 265.604300 272.479194 inf inf 31.785725 76.146817 91.769971 441.806288 nan nan nan 0.000000 0.000000
2459592 dish_ok 100.00% 100.00% 100.00% 0.00% - - 2.988172 -0.249348 6.529591 2.641099 3.521667 -0.317372 4.432545 0.033659 0.0295 0.0303 0.0015 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.817892 5.033615 74.365267 22.634792 36.955301 7.682086 8.510647 0.272534 0.5258 0.6479 0.4172 2.677309 3.881495
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.243321 5.514700 22.086639 19.929361 9.919481 6.858615 2.721187 0.939838 0.6335 0.6465 0.3722 4.717894 4.703083
2459589 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 334.556875 337.531681 inf inf 18.569911 59.814512 74.931324 438.079150 nan nan nan 0.000000 0.000000
2459588 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.875395 4.269777 3.165934 21.686120 4.625585 11.729021 4.246611 12.169122 0.7421 0.7297 0.2234 6.622248 5.883965
2459587 dish_ok 100.00% - - - 100.00% 0.00% 349.507799 350.941437 inf inf -1.598895 104.050622 -4.675000 492.584161 nan nan nan 0.000000 0.000000
2459586 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.636290 2.948349 -0.693779 1.904329 -0.950005 3.557691 -0.070319 0.400694 0.6330 0.6524 0.3719 3.419685 3.473764
2459585 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.027681 5.129879 0.309296 3.521668 -0.159020 2.721900 2.891683 1.592645 0.0338 0.0323 0.0011 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.937273 21.949931 2.883699 9.860306 2.559023 22.978820 -0.536526 -0.173327 0.5984 0.6085 0.3746 8.751391 13.476882
2459583 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.382080 4.210671 -0.398523 6.168288 0.231213 6.325889 -0.564126 -0.074573 0.6437 0.6456 0.3943 3.882526 3.639973
2459581 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.798715 6.264872 -0.217399 6.185536 0.108428 3.837699 0.890758 0.536339 0.6329 0.6396 0.4037 3.433596 3.303518
2459580 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.389452 4.268787 -0.573695 6.750488 -0.012844 3.717191 -0.544609 0.223225 0.6483 0.6526 0.3895 3.977582 3.654279
2459579 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.382301 4.454905 -0.360451 7.850855 -0.103561 5.179499 0.091667 0.788692 0.6432 0.6494 0.3905 3.744772 3.769513
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.533011 -0.883019 -0.529917 -0.041447 0.121189 1.147985 0.036794 -0.162944 0.0313 0.0328 0.0007 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.763717 5.800817 -0.127060 5.725130 0.798746 4.090826 -0.380493 0.506166 0.6440 0.6547 0.3888 3.756091 3.617163
2459576 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.648560 4.310802 1.777924 4.638894 1.201615 3.583760 0.612502 1.052211 0.6627 0.6728 0.3886 2.589018 2.580861
2459575 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.183873 3.429153 -0.500084 4.358796 0.815280 5.685919 -0.117241 6.179573 0.7152 0.7214 0.3468 0.000000 0.000000
2459574 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.910983 3.915147 -0.630927 4.331247 0.608120 3.831531 0.395564 0.199205 0.6669 0.6764 0.3774 3.499712 3.272048
2459573 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.183235 -1.024018 -0.774161 -0.138397 1.484131 0.100275 0.115592 -0.217364 0.0313 0.0346 0.0007 nan nan
2459570 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.164115 3.880177 -0.611554 5.007136 1.082888 5.309744 0.326549 7.568162 0.7132 0.7181 0.2689 3.876473 3.783450
2459566 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.942775 4.043216 1.960081 6.068858 0.489267 4.161352 0.760208 0.089510 0.6510 0.6599 0.4032 6.303329 5.028648
2459565 dish_ok 0.00% - - - 100.00% 0.00% 1.633766 1.633766 1.509412 1.509412 0.566250 0.566250 0.074197 0.074197 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.581344 1.209130 0.143470 -1.974869 -0.918461 -2.158389 -1.388354 -0.580961 0.6608 0.6717 0.3991 2.650618 2.597706
2459563 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.378140 4.716232 18.826481 13.828756 9.263191 5.525678 -1.174176 -0.962883 0.6470 0.6595 0.4022 4.358630 4.261997
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.975020 0.501714 -0.040405 -1.529153 -1.191750 -2.415445 -1.175894 -0.833037 0.6552 0.6722 0.3920 2.863035 2.706930
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.578929 1.204475 0.344519 -1.047875 -0.991551 -1.776865 -1.859952 -1.420794 0.6574 0.6745 0.3905 4.603136 4.289099
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.995450 0.773539 -0.043470 -1.205188 -0.960114 -1.678974 -1.371096 -0.937021 0.6575 0.6695 0.4011 0.000000 0.000000
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.803223 1.388746 0.654902 -0.732233 -0.533259 -1.565095 -1.240547 -1.008145 0.6568 0.6740 0.3961 2.787414 2.667196
2459558 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0378 0.0310 0.0010 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.634429 5.384081 11.103216 7.371321 8.708181 4.710235 3.037536 0.356029 0.6637 0.6721 0.3947 2.889697 2.925465
2459554 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6524 0.6652 0.4109 nan nan
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6553 0.6695 0.4067 nan nan
2459552 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459551 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459550 dish_ok - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0586 0.0564 0.0007 nan nan
2459549 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.707462 4.780068 10.605624 7.531134 9.964352 6.223948 -1.051601 -0.868711 0.6516 0.6660 0.4187 2.676100 2.814611
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.174993 5.292622 22.244060 15.518909 0.181800 0.344893 -1.524356 -1.456671 0.7134 0.7131 0.3827 2.639309 2.738641
2459541 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.977620 2.370766 1.745390 0.126313 -0.359062 -1.654121 -1.002714 -1.016575 0.7111 0.6998 0.3752 2.825036 2.664491
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.999330 7.760582 17.815650 12.863559 15.146116 10.773251 -1.751267 -2.396405 0.6847 0.7008 0.4248 3.246513 3.063934
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.489993 1.613289 1.449042 0.021823 -1.777277 -1.750735 -1.916829 -1.107392 0.7431 0.7204 0.3967 2.603940 2.560432
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.750596 1.399519 0.500230 -0.881674 -1.302333 -2.153572 -1.138562 -0.683400 0.7354 0.7213 0.3878 3.288660 3.183921
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.147560 5.577121 11.139187 7.611663 8.682738 6.078626 -1.981204 -1.496637 0.6700 0.6813 0.4086 2.763574 2.857544
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.223078 6.518231 14.618266 9.866887 11.376708 7.585943 -1.615278 -1.567984 0.6703 0.6781 0.4080 3.070508 3.198841
2459530 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.692745 1.173129 0.408820 -0.865102 -1.117840 -2.491829 -1.594055 -0.932981 0.6921 0.6964 0.4044 2.822718 2.822520
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 4.529035 2.770094 5.942928 3.229593 6.376589 10.096165 0.246776 1.334904 0.0394 0.0362 0.0008 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.047584 5.420389 9.853203 5.964002 10.095585 4.948708 9.044091 7.139333 0.8534 0.8805 0.3066 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.950194 5.437252 11.999846 7.170172 3.225947 5.006080 -0.366498 0.116439 0.8540 0.8203 0.2426 5.285063 5.344708

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 10: 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
10 N02 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 0.531339 -1.002691 -1.050475 0.397485 -0.297966 0.531339 -0.669646 -0.643514 0.188900

Antenna 10: 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
10 N02 digital_ok nn Power 0.080614 -1.207531 -1.001334 0.080614 -0.390686 -0.063985 -0.886644 -0.149133 -0.840673

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 1.115573 -0.249098 -0.939198 -0.422084 0.673282 -0.537657 -0.098201 0.402025 1.115573

Antenna 10: 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
10 N02 digital_ok nn Power 0.944076 -1.097110 -1.154744 -0.663197 0.944076 -1.005680 0.647616 -0.114063 -0.932224

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 1.654090 -0.997107 -0.411107 0.587707 -0.369438 0.984257 -0.708277 1.115864 1.654090

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 3.333721 -1.089500 -1.088207 -0.715444 0.613606 -0.007192 0.007192 3.333721 2.298169

Antenna 10: 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
10 N02 digital_ok nn Power 0.421836 -1.217224 -1.376453 0.421836 -0.334862 -0.090917 -0.745614 0.238435 0.296432

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 2.761387 -1.086173 -1.125321 0.343204 -0.664094 -0.243917 -0.744344 2.761387 1.671308

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 1.685575 -1.100947 -0.109834 0.756074 -0.673177 1.685575 0.014316 -0.583200 0.097536

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 3.301668 -0.908559 -1.150417 -1.069725 0.248189 -0.963474 0.421547 3.301668 0.803455

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 2.322578 -1.166555 0.312424 0.438125 -0.874878 0.200107 -0.985606 0.616111 2.322578

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 1.300876 -0.998050 -1.076102 -0.217264 1.168813 -0.727195 -0.098413 1.300876 -0.848743

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 3.277822 -0.860842 -0.615683 0.304394 -0.967088 0.207935 -0.832987 1.246473 3.277822

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 33.686573 -0.727509 4.143752 -1.037037 8.197244 0.741359 6.788105 33.686573 31.711270

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 17.887434 -0.912649 2.793613 -1.063412 7.027519 -0.023687 7.664951 17.887434 16.095393

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 11.027203 -0.777857 1.848780 2.021976 8.839321 1.883498 7.941929 11.027203 10.766322

Antenna 10: 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
10 N02 digital_ok nn Power 10.756324 0.338989 3.771511 3.465300 10.756324 2.671490 9.598979 5.363561 4.861599

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 17.327297 5.900215 10.817808 10.057039 13.267887 11.519051 17.327297 13.465459 13.475919

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 39.022402 18.790101 21.558388 23.491613 25.344166 32.757217 37.737048 36.384658 39.022402

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 40.364229 16.495916 18.498544 24.891830 26.397984 35.718153 40.364229 15.154015 17.147431

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 33.676340 17.833096 15.667628 21.847720 20.884166 26.627795 23.180715 33.676340 33.082196

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok ee Shape 1.201011 -1.085274 1.201011 -0.488692 -0.614080 0.673199 0.173249 -0.504780 -0.549771

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 2.462759 1.559789 -0.358304 -0.636949 -0.920214 2.462759 2.436507 0.352285 -1.047270

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 3.146083 0.285069 -1.442471 0.701613 -0.242013 3.146083 -0.558606 1.106062 2.095985

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Power 0.987572 -0.068829 0.341809 -0.011990 0.987572 0.681600 0.980095 0.443622 0.773769

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 3.059410 0.482646 -0.372645 2.202219 -0.251097 1.109056 0.107530 1.786457 3.059410

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 3.526809 -0.687676 -0.334840 -0.243718 1.430292 1.919019 3.526809 0.910583 0.480448

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 0.897397 -1.232106 -0.564334 -0.942281 -0.055103 -1.496856 0.391394 -0.457334 0.897397

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 2.162846 -0.550484 -1.424823 -0.061547 -1.326681 -0.157693 2.162846 0.636170 2.021295

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok ee Power 2.001020 -0.782260 -0.064317 -0.826556 2.001020 0.489381 1.641430 0.026168 -0.569865

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 2.770388 -0.604897 -0.670471 2.140902 -0.774501 2.770388 1.780513 -0.042113 0.911164

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 1.172645 -1.537084 -0.639327 -0.978846 -0.024830 -1.586710 0.142180 -0.381501 1.172645

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 1.063784 -0.673573 -1.658946 -0.056490 -1.255403 1.063784 -1.588036 0.309044 -0.316789

Antenna 10: 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
10 N02 digital_ok ee Power 3.465365 -0.666152 0.474062 -0.756373 3.465365 2.178316 1.769366 1.970950 -1.131263

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 1.553386 -0.536736 -0.461712 0.536343 -0.524419 0.128314 1.553386 0.049418 0.667853

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 1.783983 -0.821467 0.206103 -0.302605 1.479235 1.461908 1.783983 0.528072 -1.212757

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 11.681805 1.489700 -0.412113 2.615008 -0.713916 7.525742 11.681805 0.354976 3.212021

Antenna 10: 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
10 N02 digital_ok ee Power 0.821729 0.499628 -0.610274 0.821729 -0.529658 0.372114 -0.958676 -1.434661 -0.992130

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 1.246169 -0.675376 -0.795475 0.341134 -0.104339 0.202835 1.246169 -0.795830 0.880404

Antenna 10: 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
10 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 1.158089 -1.225259 -0.907290 -0.251616 -0.216258 0.410371 1.158089 -0.986351 -0.282450

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 1.908350 -1.308298 -0.548433 -0.348283 -0.062973 -0.459630 1.908350 -0.433640 1.507753

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 483.918369 -0.805780 1.088797 0.199770 10.808801 2.232723 483.918369 0.212690 75.788677

Antenna 10: 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
10 N02 digital_ok ee Power 2.340846 -0.633171 -0.383503 2.340846 -0.345752 0.367253 1.477175 -0.358670 0.705802

Antenna 10: 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
10 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 2.695272 -0.768420 -0.695596 -0.778956 -0.036737 -1.103910 2.695272 -0.515674 0.146599

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 3.207298 -1.086000 -0.563205 -0.799296 -0.016989 1.894058 3.207298 0.738177 0.928351

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 65.783344 3.869021 1.684859 2.418915 1.095669 12.896271 14.179887 65.783344 54.102110

Antenna 10: 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
10 N02 Not Found ee Temporal Discontinuties 55.249030 4.039460 7.615179 2.484446 3.883493 10.394830 7.813547 43.359976 55.249030

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 2.790423 -0.555863 -0.958738 -0.015159 -1.123537 2.790423 1.066938 0.386557 0.004538

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 68.690328 -1.258387 2.228991 0.540298 1.122417 25.441259 6.259615 51.916742 68.690328

Antenna 10: 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
10 N02 digital_ok ee Power 11.151542 5.116586 -0.508037 11.151542 -0.580337 9.521796 0.063848 2.504394 0.895230

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 33.945834 -0.593734 2.721941 0.509140 1.313307 5.882070 17.625529 28.305219 33.945834

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 40.824030 5.083621 0.316851 3.216476 -0.667280 20.792315 14.166374 40.824030 37.552437

Antenna 10: 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
10 N02 digital_ok nn Temporal Discontinuties 67.025729 1.567515 2.266347 -0.167150 1.958288 14.374472 18.724343 63.922056 67.025729

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 3.996338 1.003987 -0.022756 0.727997 -0.038461 2.096979 3.996338 0.239092 0.924494

Antenna 10: 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
10 N02 digital_ok ee Shape 5.587139 1.189018 5.587139 -0.182822 -0.137107 0.369482 0.703371 0.590460 -0.169572

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 38.876031 1.896040 4.246654 1.143187 2.272258 12.122559 8.821650 32.862952 38.876031

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 34.625625 1.367393 3.322304 0.701588 1.690769 1.652477 1.784550 27.989554 34.625625

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 44.119784 1.596771 4.305483 0.604538 1.969322 4.979565 4.809078 37.094577 44.119784

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 4.407888 3.180388 4.211748 0.069532 0.871592 4.407888 3.142540 2.013321 0.019338

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 37.696963 2.929112 1.236367 1.521219 0.746854 3.916568 2.335504 37.696963 31.873330

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 23.210080 0.868680 1.713640 0.494861 0.655291 4.687870 5.466144 20.846685 23.210080

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 29.805150 0.525698 0.869345 0.271620 0.063167 7.426128 7.927513 28.161980 29.805150

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 32.272175 0.984579 2.103076 0.302112 0.385821 8.432824 6.398024 28.804558 32.272175

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 17.156515 0.635423 1.813785 0.116978 0.753400 1.684335 0.889734 14.005373 17.156515

Antenna 10: 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
10 N02 digital_ok ee Shape 3.446174 3.446174 2.861740 1.665959 -0.597853 1.400947 0.702431 -0.915759 1.829271

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 13.279543 1.626343 0.344292 1.248873 0.139767 5.922226 13.279543 10.996220 7.443899

Antenna 10: 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
10 N02 digital_ok ee Temporal Variability 20.745901 0.483420 2.382186 0.155941 1.472567 18.654442 20.745901 14.663790 19.934838

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 29.727455 3.264139 0.772201 2.018437 0.070718 7.942488 10.880907 29.727455 21.658510

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 22.234030 3.309617 0.866632 1.244143 -0.146925 2.698722 4.346842 22.234030 16.828944

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 16.787841 1.935473 0.278747 0.866812 -0.004009 2.331442 7.352478 16.787841 13.213014

Antenna 10: 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
10 N02 digital_ok ee Shape 6.242478 6.242478 2.449956 1.388934 -0.237744 1.892891 0.809119 -0.437999 0.438237

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 15.582208 0.493818 3.029738 0.104253 1.411966 3.714488 1.092532 11.923066 15.582208

Antenna 10: 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
10 N02 digital_ok nn Shape 3.228860 3.228860 2.918446 -0.312413 2.069271 0.121479 1.723463 -0.351680 -1.211297

Antenna 10: 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
10 N02 digital_ok ee Temporal Discontinuties 3.715967 0.427943 1.022271 -0.214891 0.425788 1.068741 -0.306294 3.098706 3.715967

Antenna 10: 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
10 N02 digital_ok nn Temporal Variability 5.494986 0.542820 1.212591 0.122240 0.669477 5.494986 0.808020 2.912001 4.924889

Antenna 10: 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
10 N02 dish_ok ee Temporal Variability 4.691907 4.499018 2.492066 3.886760 -0.458377 4.691907 0.877191 0.165909 2.386858

Antenna 10: 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
10 N02 dish_ok ee Temporal Variability 14.977781 -0.789715 -0.265702 0.279507 0.053892 11.128981 14.977781 4.716904 6.687127

Antenna 10: 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
10 N02 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 N02 dish_ok nn Temporal Variability 11.871222 0.363246 2.191402 -0.015413 1.721384 11.871222 7.888495 0.938443 1.378521

Antenna 10: 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
10 N02 dish_ok nn Shape 2.670119 2.220256 2.670119 2.049984 -0.502515 -0.163044 2.216064 -0.882749 0.252306

Antenna 10: 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
10 N02 dish_ok nn Temporal Variability 3.849587 2.912103 2.410277 -0.112748 1.669303 3.849587 2.267120 0.353569 -0.981899

Antenna 10: 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
10 N02 dish_ok ee Temporal Discontinuties 12517.801704 3377.632000 3377.632000 3181.711634 3181.711634 2492.596332 2492.596332 12517.801704 12517.801704

Antenna 10: 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
10 N02 dish_ok nn Temporal Discontinuties 2859.682456 756.243710 756.243710 687.553362 687.553362 720.392702 720.392702 2859.682456 2859.682456

Antenna 10: 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
10 N02 dish_ok ee Temporal Discontinuties 1878.447851 659.013486 659.013486 670.338043 670.338043 587.827720 587.827720 1878.447851 1878.447851

Antenna 10: 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
10 N02 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 10: 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
10 2 dish_ok ee Temporal Discontinuties 8.017197 2.539820 1.867406 6.283193 -0.532595 5.510884 6.225326 8.017197 0.538712

Antenna 10: 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
10 2 dish_ok ee Temporal Variability 12.285655 7.130057 9.047491 3.819348 -0.236597 12.285655 1.495382 3.813739 0.422935

Antenna 10: 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
10 2 dish_ok ee Power 19.736996 4.058683 3.938862 19.736996 14.187905 4.052176 6.453989 3.418806 4.911150

Antenna 10: 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
10 2 dish_ok ee Power 16.330587 5.097086 5.146501 16.330587 15.360878 2.578492 6.949256 3.833375 5.548462

Antenna 10: 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
10 2 dish_ok ee Power 10.720626 5.331727 4.563615 10.720626 10.657752 5.497600 8.221952 2.259329 2.780153
In [ ]: