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 = "100"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 100 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 131 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 129 auto_metrics notebooks in /home/obs/src/H6C_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 100, Node N07:

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)
2459948 digital_ok 100.00% 99.41% 99.41% 0.00% - - 241.560899 241.886605 inf inf 3405.029584 3389.737508 7049.972924 6935.018438 0.5904 0.5541 0.3288 nan nan
2459947 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459946 digital_ok 100.00% 99.95% 99.95% 0.00% - - nan nan inf inf nan nan nan nan 0.0542 0.1393 0.1304 nan nan
2459945 digital_ok 100.00% 99.35% 99.03% 0.00% - - 223.503168 223.746161 inf inf 3812.503457 3723.129249 7777.234318 6990.487757 0.4899 0.6144 0.2466 nan nan
2459944 digital_ok 100.00% 99.19% 99.19% 0.00% - - 234.852537 234.632118 inf inf 4907.743479 4906.501905 7217.292289 7212.601602 0.4611 0.5899 0.2830 nan nan
2459943 digital_ok 100.00% 99.35% 99.41% 0.00% - - nan nan inf inf nan nan nan nan 0.5555 0.4972 0.4789 nan nan
2459942 digital_ok 100.00% 100.00% 100.00% 0.00% - - 244.271919 243.915466 inf inf 2831.678986 2777.519943 4654.397919 4472.594326 nan nan nan nan nan
2459941 digital_ok 100.00% 98.97% 99.03% 0.00% - - nan nan inf inf nan nan nan nan 0.4441 0.4856 0.3620 nan nan
2459940 digital_ok 100.00% 100.00% 100.00% 0.00% - - 232.531138 232.508539 inf inf 3798.575018 3740.339397 7815.413708 7513.222791 nan nan nan nan nan
2459939 digital_ok 100.00% 100.00% 100.00% 0.00% - - 220.721941 221.074031 inf inf 3224.951501 2699.446290 7442.884418 6720.515019 nan nan nan nan nan
2459938 digital_ok 100.00% 100.00% 100.00% 0.00% - - 216.217632 215.856625 inf inf 3390.439345 3245.670829 6309.863344 5541.106023 nan nan nan nan nan
2459937 digital_ok 100.00% 100.00% 100.00% 0.00% - - 236.635357 236.348714 inf inf 4275.210436 4273.713530 7633.224409 7299.845474 nan nan nan nan nan
2459936 digital_ok 100.00% 100.00% 100.00% 0.00% - - 209.014251 209.896853 inf inf 4238.678911 3993.762118 862.979361 838.203740 nan nan nan nan nan
2459935 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459934 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459933 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459932 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459931 digital_ok 100.00% 100.00% 100.00% 0.00% - - 276.655757 276.815450 inf inf 4510.291698 4510.196384 10204.820452 10203.573547 nan nan nan nan nan
2459930 digital_ok 100.00% 100.00% 100.00% 0.00% - - 217.253108 217.039490 inf inf 3377.614835 3196.713054 5389.228125 4392.642221 nan nan nan nan nan
2459929 digital_ok 100.00% 100.00% 100.00% 0.00% - - 207.341044 203.843397 inf inf 1090.893039 1247.900830 99.053932 127.876709 nan nan nan nan nan
2459928 digital_ok 100.00% 100.00% 100.00% 0.00% - - 156.240283 152.280310 inf inf 4503.613803 4584.962700 6992.918116 7034.846095 nan nan nan nan nan
2459927 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459926 digital_ok 100.00% 100.00% 100.00% 0.00% - - 175.715725 176.942770 inf inf 1279.606615 1190.607630 293.607114 266.531612 nan nan nan nan nan
2459925 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459924 digital_ok 100.00% 100.00% 100.00% 0.00% - - 126.552523 122.466348 inf inf 5026.926799 5255.235868 2557.659511 2470.803422 nan nan nan nan nan
2459923 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459922 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459919 digital_ok 100.00% 100.00% 100.00% 0.00% - - 209.082192 210.631270 inf inf 5158.114876 5158.218278 13533.906240 13545.656733 nan nan nan nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.468325 -0.773003 -0.243095 0.668551 0.818970 -0.407329 0.926343 2.486487 0.6642 0.6778 0.3885 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.193255 -0.785629 -0.579651 0.229508 2.128175 -0.105946 2.428890 5.749275 0.6936 0.7110 0.4452 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.284192 -0.602726 -0.187632 0.733321 1.194856 0.196709 0.478344 1.161709 0.6615 0.6806 0.3957 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.702816 -1.060179 0.017385 0.842464 2.232568 -0.459947 0.064172 0.907829 0.6981 0.7074 0.3527 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.342458 -0.962628 -0.793734 -0.015508 0.813363 -0.636182 -0.767243 -0.585394 0.7195 0.7347 0.3020 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.119072 -0.433731 -0.689126 0.094041 1.449499 -0.568374 0.436020 1.664952 0.6756 0.6786 0.3923 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.944242 -0.546206 -0.133951 0.823319 0.441276 -0.705544 0.805181 2.228666 0.6474 0.6732 0.3972 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.955770 -0.644298 -0.191711 0.743009 0.486236 -0.260430 0.727058 1.245607 0.6503 0.6754 0.4023 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.198595 -0.696482 -0.865255 0.089035 0.586031 -0.488107 0.572987 0.614309 0.6557 0.6796 0.4005 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.268368 -0.629464 -0.843214 0.126443 1.081993 -0.327037 0.749292 1.357709 0.6538 0.6777 0.4007 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.237340 -0.516789 -0.282950 0.769112 0.629530 0.189329 0.914842 2.523632 0.6587 0.6856 0.3963 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.322898 -0.527290 -0.989858 0.149775 1.406532 -0.388067 0.453763 2.153637 0.6563 0.6824 0.3952 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.269734 -0.864255 -0.348114 0.655845 1.330849 -0.419282 0.781400 2.538690 0.6476 0.6764 0.3943 nan nan
2459905 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.151324 -0.744405 -0.828018 0.025876 0.462411 -1.051002 1.590741 0.532142 0.0512 0.0581 0.0059 nan nan
2459904 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.199045 -0.906032 -0.204473 0.751991 0.845265 -0.434405 0.663154 0.939125 0.0528 0.0576 0.0063 nan nan
2459903 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.341379 -0.847595 -0.325133 0.711900 1.768574 -0.346320 1.201623 2.917206 0.0508 0.0558 0.0060 nan nan
2459902 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.467193 -0.944220 -1.051542 -0.114357 1.377807 -0.849007 0.122526 0.657010 0.0584 0.0610 0.0065 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.553345 -0.979869 -0.903688 0.085119 2.293776 -0.650813 -0.063822 0.424746 0.6630 0.6798 0.3864 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.386493 -0.699321 -0.170223 0.712862 2.309625 -0.551237 0.907685 2.345147 0.6059 0.6416 0.3345 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.260348 -0.767770 -1.010019 -0.025379 1.833970 -0.223919 0.950707 2.360630 0.6549 0.6775 0.3909 nan nan
2459897 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.171005 -0.813210 -1.115098 0.095832 1.348287 -0.611978 0.257895 0.860181 0.0531 0.0613 0.0061 nan nan
2459896 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.412478 -0.930816 -1.125268 0.027659 0.279434 -0.911733 -0.259881 0.277423 0.0525 0.0607 0.0060 nan nan
2459895 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.429917 -1.082378 -0.084009 0.642629 0.704601 -0.350262 -0.206774 0.331081 0.0601 0.0711 0.0043 nan nan
2459894 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.184584 -0.689402 -0.899492 0.031256 0.547728 -1.034946 1.112901 2.436221 0.0608 0.0663 0.0069 nan nan
2459893 digital_ok 0.00% 38.49% 38.49% 0.00% - - -1.257942 -0.885194 -1.010875 0.072940 0.306523 -0.403865 0.230611 0.321928 0.4569 0.4681 0.2446 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.143003 -0.564362 -0.498215 0.681827 1.952487 -0.503790 0.831104 2.756939 0.6660 0.6852 0.3771 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.273586 -0.689823 -0.436161 0.775803 0.697461 -0.576253 1.151510 3.529899 0.6588 0.6793 0.3819 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.281658 -0.987866 -0.014694 0.869685 1.408735 -1.050282 0.717453 1.408218 0.6599 0.6756 0.3812 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.364558 -1.026932 -0.454114 0.688339 -0.061575 -0.441951 0.840704 1.729246 0.6669 0.6810 0.3781 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.318106 -1.005403 -1.000969 0.001783 0.589107 -0.475874 -0.645060 -0.584074 0.6843 0.7019 0.3725 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.211997 -1.016811 -0.084630 0.733204 0.726105 -0.737150 0.013379 -0.053042 0.6679 0.6838 0.3835 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.181793 -1.197164 -0.973630 -0.058658 10.728743 13.243605 -0.084513 0.552587 0.7429 0.7407 0.3223 nan nan
2459885 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.492475 -1.454387 -0.576990 2.252435 0.663860 -0.980338 -0.528093 -0.409020 0.0641 0.0634 0.0059 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.237782 -1.143643 -0.222202 0.692305 -0.118605 -0.180035 0.144150 -0.394585 0.6755 0.6800 0.3808 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.625490 -1.174969 -0.904582 2.038853 0.888503 -1.083267 0.039792 -0.198674 0.6657 0.6773 0.3879 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.026262 -1.192256 1.522380 -1.000996 1.971978 -0.489217 0.776248 0.111108 0.6654 0.6743 0.3834 nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.542189 -1.129235 0.307280 2.747410 0.828710 -0.683520 0.708990 -1.118809 0.7148 0.7300 0.3226 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.457411 -1.126635 1.929831 -0.676450 1.076278 -0.691150 0.864385 0.606263 0.6674 0.6816 0.3868 nan nan
2459879 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.930817 -0.540430 -0.000661 0.867656 0.994915 -0.259103 0.612527 0.761414 0.0632 0.0630 0.0081 nan nan
2459878 digital_ok 0.00% 51.31% 51.25% 0.00% - - -0.125081 -0.707892 -0.636491 2.867648 0.934309 -1.009484 -0.259337 -0.064415 0.3677 0.3729 0.1778 nan nan
2459876 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.340812 -0.895275 1.741060 -0.618152 1.723826 -0.723516 0.616586 0.749847 0.6904 0.6802 0.3769 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.952578 -1.912121 -0.061384 3.016724 1.136341 -1.141762 0.032218 -0.423939 0.7042 0.7103 0.3803 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.108642 -1.544361 0.964655 -0.959716 1.785343 -0.863608 0.595711 0.079468 0.6918 0.6752 0.3683 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.435118 -1.435101 0.606176 -0.935483 1.181046 -0.903573 -0.402055 -0.675879 0.6918 0.6764 0.3737 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.302900 -1.094473 -0.140586 2.192697 2.988311 -0.053663 0.533504 0.128765 0.6846 0.6711 0.3787 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.054066 -1.386042 1.797382 -0.827492 0.418334 -1.110275 0.068920 -0.722311 0.6975 0.6773 0.3713 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.221264 -1.438042 -0.499970 1.858263 1.595106 -0.994650 0.020611 -1.006023 0.6958 0.6860 0.3830 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.178173 -1.317690 1.772522 -0.875779 -0.114881 -0.964983 -0.063565 -0.706394 0.6996 0.6995 0.3822 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.121038 -1.049795 1.279013 -1.143802 1.290059 -1.176659 0.857181 -0.911985 0.6808 0.6703 0.3988 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.897029 -0.901887 1.369901 -1.002019 1.469785 -0.622352 0.353692 -0.771551 0.6971 0.6804 0.3955 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.669194 -0.923623 -0.343561 2.444428 1.637137 -0.836879 -0.105496 -0.783439 0.6970 0.6807 0.3892 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.470208 -0.290852 0.503484 -1.141294 1.604331 -0.904037 0.172065 -1.031410 0.7159 0.6969 0.3582 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.189114 -0.027663 0.729269 2.518937 1.769064 0.790940 0.669462 -0.012040 0.6842 0.6661 0.4057 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.389107 -0.730915 -0.184364 0.532316 1.122047 -0.747073 0.031735 -0.759879 0.6790 0.6573 0.3947 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.584966 -0.578021 -1.238167 0.182482 -0.015270 -0.676152 -0.102493 -0.571513 0.6628 0.6842 0.4063 nan nan
2459861 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.075122 -1.305806 -0.437581 1.915852 1.188824 0.080790 0.193926 -0.735097 0.7001 0.6662 0.4050 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.264460 -0.946919 -0.493291 0.699989 -0.758221 -0.158544 0.038842 -0.367160 0.7093 0.6772 0.3996 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.952809 -0.958649 0.278737 1.318955 -0.069633 -0.337753 0.256482 -0.338899 0.7155 0.6806 0.4135 1.446605 1.415493
2459857 digital_ok 100.00% 0.00% 0.00% 0.00% - - 20.072621 21.828203 5.904019 5.346944 108.114367 168.490791 53.654937 66.344279 0.6966 0.6803 0.4219 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.00% -1.005112 -1.071315 -0.855704 1.683726 0.786974 -0.620786 -0.461372 -0.158080 0.7094 0.6965 0.3975 1.544441 1.436261
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% -0.733781 -1.121649 -0.341068 -0.407539 1.254669 -0.815973 -0.578177 -0.623493 0.6899 0.7124 0.4246 1.543985 1.442133
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -0.650754 -1.459376 -0.866208 0.801205 0.425704 -0.648308 -0.415920 -0.835580 0.7050 0.7295 0.4316 1.539411 1.380339
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.774034 -1.075899 -0.896104 1.262789 0.696375 -0.356035 0.007887 -0.490671 0.7327 0.6888 0.4195 1.639544 1.497614
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.54% 0.199067 -0.095328 0.208884 -0.315765 1.694293 -0.604584 -0.311591 -0.647378 0.8189 0.8283 0.2472 2.631909 2.683298
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% -0.300097 -0.819577 -0.717653 1.210351 1.012685 -0.467410 0.439395 -0.660936 0.7306 0.7478 0.3537 1.531554 1.383981
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% -0.454172 -0.672746 0.787450 2.563727 0.997732 -0.551407 -0.220688 -0.560099 0.7326 0.7402 0.3587 1.561426 1.416744
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.115773 -0.353247 0.319760 0.768803 0.893946 -0.932081 -0.426353 -0.815452 0.7086 0.7414 0.3801 1.386633 1.326619
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.74% 0.00% 0.453451 -0.506996 0.076616 0.674196 -0.155139 0.165643 0.208138 0.075461 0.7185 0.6804 0.4209 1.511350 1.454512
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 0.473981 -0.398529 -0.911228 0.906301 3.471240 0.688301 0.378743 -0.128771 0.8428 0.6794 0.4841 1.505269 1.497679
2459845 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
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.458306 -0.731070 0.785591 -0.896692 69.876477 79.699814 -0.481398 -0.121770 0.7481 0.7482 0.3803 4.646492 3.577114
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.238016 0.493881 4.198622 2.769923 1.013613 0.722872 -0.393724 -0.845865 0.0290 0.0259 0.0025 nan nan
2459839 digital_ok 100.00% - - - - - 0.836272 0.230049 21.559934 17.913880 4.806870 4.104794 13.698817 9.645721 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.057394 -0.788257 0.752593 -0.685944 3.777008 -0.876146 -0.543288 -0.763357 0.7522 0.7220 0.4003 1.640313 1.644175
2459836 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7104 0.6355 0.4317 nan nan
2459835 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.937856 5.410607 10.979450 10.384416 21.113330 27.823580 -4.951589 -3.310051 0.7955 0.5329 0.5679 nan nan
2459833 digital_ok 100.00% 0.00% 0.00% 0.00% - - 17.462259 18.888878 29.591187 28.158349 311.632124 270.853337 39.465237 43.449875 0.8011 0.5185 0.5705 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.342834 -0.634211 -0.530266 -0.152394 -0.027911 -0.433469 -0.099519 -0.361538 0.8131 0.5588 0.5631 1.790412 1.710062
2459831 digital_ok 100.00% 44.89% 100.00% 0.00% - - 2.346455 3.444749 18.687829 14.705990 6.351062 4.777531 -0.541828 -1.317277 0.3973 0.2592 0.0733 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.182962 -0.030744 0.056865 -0.053617 2.645481 -0.649878 -0.295580 -0.905716 0.8148 0.5825 0.5351 1.809430 1.625446
2459829 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.176256 -0.912725 0.637542 -0.096475 2.286300 -0.358074 0.135204 -0.352137 0.7618 0.6863 0.3958 0.980845 0.848467
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.393982 -0.133425 0.486345 0.379055 1.709837 -0.545179 -0.808489 0.458373 0.8147 0.5841 0.5266 1.697030 1.424352
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.129955 -0.536617 1.447222 -0.026004 1.215068 -0.974340 -0.198376 -1.088540 0.7635 0.6878 0.4045 1.649059 1.201445
2459826 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
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.210940 -0.517586 -0.392053 0.366526 0.328510 -1.398253 -0.811238 -0.813439 0.8145 0.6157 0.5049 2.710705 2.466090
2459824 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 5.00% -0.856047 -0.831399 -0.346531 -0.091297 0.306879 -0.661847 -0.375625 -0.920605 0.7236 0.7489 0.3677 2.075972 2.158160
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.820325 -0.544118 -0.197036 0.067587 -0.065820 -0.768452 -0.734296 0.726150 0.7697 0.6681 0.4542 0.434218 0.400088
2459822 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
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.026317 0.635986 0.633128 -0.030302 -0.852455 -1.328643 -1.522888 -1.350729 0.8117 0.6451 0.5022 1.760594 1.568685
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.193283 -0.432656 1.296136 -0.235861 3.795273 -0.817711 -0.449455 0.018397 0.7720 0.6988 0.4184 1.632538 1.499695
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.459834 -0.077765 0.284111 0.151361 -0.032805 -1.350849 -0.653712 -0.637128 0.8174 0.6781 0.5004 1.856668 1.730446
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.300254 -0.093850 -0.673112 0.371315 2.139420 -1.116100 -0.012986 -0.483650 0.8508 0.6107 0.5869 1.665793 1.503270
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.631198 -0.247945 -0.333098 -0.193142 -0.512159 -0.441975 0.374441 0.062785 0.8211 0.7002 0.4988 1.854439 1.583773
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 19.25% 1.305310 -0.276326 0.528583 -0.565177 2.337825 -1.175286 0.371701 -0.220794 0.7941 0.7332 0.3971 -0.172057 -0.588685

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 100: 2459948

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
100 N07 digital_ok ee Power inf 241.560899 241.886605 inf inf 3405.029584 3389.737508 7049.972924 6935.018438

Antenna 100: 2459947

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459946

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459945

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
100 N07 digital_ok nn Power inf 223.746161 223.503168 inf inf 3723.129249 3812.503457 6990.487757 7777.234318

Antenna 100: 2459944

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
100 N07 digital_ok ee Power inf 234.852537 234.632118 inf inf 4907.743479 4906.501905 7217.292289 7212.601602

Antenna 100: 2459943

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459942

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
100 N07 digital_ok nn Power inf 243.915466 244.271919 inf inf 2777.519943 2831.678986 4472.594326 4654.397919

Antenna 100: 2459941

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459940

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
100 N07 digital_ok nn Power inf 232.508539 232.531138 inf inf 3740.339397 3798.575018 7513.222791 7815.413708

Antenna 100: 2459939

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
100 N07 digital_ok nn Power inf 221.074031 220.721941 inf inf 2699.446290 3224.951501 6720.515019 7442.884418

Antenna 100: 2459938

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
100 N07 digital_ok nn Power inf 215.856625 216.217632 inf inf 3245.670829 3390.439345 5541.106023 6309.863344

Antenna 100: 2459937

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
100 N07 digital_ok ee Power inf 236.635357 236.348714 inf inf 4275.210436 4273.713530 7633.224409 7299.845474

Antenna 100: 2459936

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
100 N07 digital_ok ee Power inf 209.014251 209.896853 inf inf 4238.678911 3993.762118 862.979361 838.203740

Antenna 100: 2459935

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459934

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
100 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459933

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459932

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459931

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
100 N07 digital_ok ee Power inf 276.655757 276.815450 inf inf 4510.291698 4510.196384 10204.820452 10203.573547

Antenna 100: 2459930

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
100 N07 digital_ok ee Power inf 217.253108 217.039490 inf inf 3377.614835 3196.713054 5389.228125 4392.642221

Antenna 100: 2459929

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
100 N07 digital_ok nn Power inf 203.843397 207.341044 inf inf 1247.900830 1090.893039 127.876709 99.053932

Antenna 100: 2459928

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
100 N07 digital_ok nn Power inf 152.280310 156.240283 inf inf 4584.962700 4503.613803 7034.846095 6992.918116

Antenna 100: 2459927

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459926

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
100 N07 digital_ok nn Power inf 176.942770 175.715725 inf inf 1190.607630 1279.606615 266.531612 293.607114

Antenna 100: 2459925

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
100 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459924

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
100 N07 digital_ok ee Power inf 126.552523 122.466348 inf inf 5026.926799 5255.235868 2557.659511 2470.803422

Antenna 100: 2459923

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459922

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459921

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
100 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459920

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459919

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
100 N07 digital_ok ee Power inf 209.082192 210.631270 inf inf 5158.114876 5158.218278 13533.906240 13545.656733

Antenna 100: 2459918

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
100 N07 digital_ok nn Temporal Discontinuties 2.486487 -0.773003 -1.468325 0.668551 -0.243095 -0.407329 0.818970 2.486487 0.926343

Antenna 100: 2459917

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
100 N07 digital_ok nn Temporal Discontinuties 5.749275 -0.785629 -1.193255 0.229508 -0.579651 -0.105946 2.128175 5.749275 2.428890

Antenna 100: 2459916

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
100 N07 digital_ok ee Temporal Variability 1.194856 -1.284192 -0.602726 -0.187632 0.733321 1.194856 0.196709 0.478344 1.161709

Antenna 100: 2459915

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
100 N07 digital_ok ee Temporal Variability 2.232568 -1.702816 -1.060179 0.017385 0.842464 2.232568 -0.459947 0.064172 0.907829

Antenna 100: 2459914

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
100 N07 digital_ok ee Temporal Variability 0.813363 -1.342458 -0.962628 -0.793734 -0.015508 0.813363 -0.636182 -0.767243 -0.585394

Antenna 100: 2459913

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
100 N07 digital_ok nn Temporal Discontinuties 1.664952 -0.433731 -1.119072 0.094041 -0.689126 -0.568374 1.449499 1.664952 0.436020

Antenna 100: 2459912

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
100 N07 digital_ok nn Temporal Discontinuties 2.228666 -0.546206 -0.944242 0.823319 -0.133951 -0.705544 0.441276 2.228666 0.805181

Antenna 100: 2459911

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
100 N07 digital_ok nn Temporal Discontinuties 1.245607 -0.644298 -0.955770 0.743009 -0.191711 -0.260430 0.486236 1.245607 0.727058

Antenna 100: 2459910

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
100 N07 digital_ok nn Temporal Discontinuties 0.614309 -0.696482 -1.198595 0.089035 -0.865255 -0.488107 0.586031 0.614309 0.572987

Antenna 100: 2459909

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
100 N07 digital_ok nn Temporal Discontinuties 1.357709 -0.629464 -1.268368 0.126443 -0.843214 -0.327037 1.081993 1.357709 0.749292

Antenna 100: 2459908

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
100 N07 digital_ok nn Temporal Discontinuties 2.523632 -1.237340 -0.516789 -0.282950 0.769112 0.629530 0.189329 0.914842 2.523632

Antenna 100: 2459907

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
100 N07 digital_ok nn Temporal Discontinuties 2.153637 -0.527290 -1.322898 0.149775 -0.989858 -0.388067 1.406532 2.153637 0.453763

Antenna 100: 2459906

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
100 N07 digital_ok nn Temporal Discontinuties 2.538690 -0.864255 -1.269734 0.655845 -0.348114 -0.419282 1.330849 2.538690 0.781400

Antenna 100: 2459905

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
100 N07 digital_ok ee Temporal Discontinuties 1.590741 -0.744405 -1.151324 0.025876 -0.828018 -1.051002 0.462411 0.532142 1.590741

Antenna 100: 2459904

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
100 N07 digital_ok nn Temporal Discontinuties 0.939125 -0.906032 -1.199045 0.751991 -0.204473 -0.434405 0.845265 0.939125 0.663154

Antenna 100: 2459903

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
100 N07 digital_ok nn Temporal Discontinuties 2.917206 -0.847595 -1.341379 0.711900 -0.325133 -0.346320 1.768574 2.917206 1.201623

Antenna 100: 2459902

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
100 N07 digital_ok ee Temporal Variability 1.377807 -1.467193 -0.944220 -1.051542 -0.114357 1.377807 -0.849007 0.122526 0.657010

Antenna 100: 2459901

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
100 N07 digital_ok ee Temporal Variability 2.293776 -1.553345 -0.979869 -0.903688 0.085119 2.293776 -0.650813 -0.063822 0.424746

Antenna 100: 2459900

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
100 N07 digital_ok nn Temporal Discontinuties 2.345147 -1.386493 -0.699321 -0.170223 0.712862 2.309625 -0.551237 0.907685 2.345147

Antenna 100: 2459898

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
100 N07 digital_ok nn Temporal Discontinuties 2.360630 -0.767770 -1.260348 -0.025379 -1.010019 -0.223919 1.833970 2.360630 0.950707

Antenna 100: 2459897

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
100 N07 digital_ok ee Temporal Variability 1.348287 -0.813210 -1.171005 0.095832 -1.115098 -0.611978 1.348287 0.860181 0.257895

Antenna 100: 2459896

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
100 N07 digital_ok ee Temporal Variability 0.279434 -0.930816 -1.412478 0.027659 -1.125268 -0.911733 0.279434 0.277423 -0.259881

Antenna 100: 2459895

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
100 N07 digital_ok ee Temporal Variability 0.704601 -1.429917 -1.082378 -0.084009 0.642629 0.704601 -0.350262 -0.206774 0.331081

Antenna 100: 2459894

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
100 N07 digital_ok nn Temporal Discontinuties 2.436221 -0.689402 -1.184584 0.031256 -0.899492 -1.034946 0.547728 2.436221 1.112901

Antenna 100: 2459893

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
100 N07 digital_ok nn Temporal Discontinuties 0.321928 -1.257942 -0.885194 -1.010875 0.072940 0.306523 -0.403865 0.230611 0.321928

Antenna 100: 2459892

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
100 N07 digital_ok nn Temporal Discontinuties 2.756939 -0.564362 -1.143003 0.681827 -0.498215 -0.503790 1.952487 2.756939 0.831104

Antenna 100: 2459891

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
100 N07 digital_ok nn Temporal Discontinuties 3.529899 -1.273586 -0.689823 -0.436161 0.775803 0.697461 -0.576253 1.151510 3.529899

Antenna 100: 2459890

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
100 N07 digital_ok ee Temporal Variability 1.408735 -0.987866 -1.281658 0.869685 -0.014694 -1.050282 1.408735 1.408218 0.717453

Antenna 100: 2459889

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
100 N07 digital_ok nn Temporal Discontinuties 1.729246 -1.364558 -1.026932 -0.454114 0.688339 -0.061575 -0.441951 0.840704 1.729246

Antenna 100: 2459888

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
100 N07 digital_ok ee Temporal Variability 0.589107 -1.005403 -1.318106 0.001783 -1.000969 -0.475874 0.589107 -0.584074 -0.645060

Antenna 100: 2459887

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
100 N07 digital_ok nn Power 0.733204 -1.016811 -1.211997 0.733204 -0.084630 -0.737150 0.726105 -0.053042 0.013379

Antenna 100: 2459886

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
100 N07 digital_ok nn Temporal Variability 13.243605 -1.181793 -1.197164 -0.973630 -0.058658 10.728743 13.243605 -0.084513 0.552587

Antenna 100: 2459885

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
100 N07 digital_ok nn Power 2.252435 -1.454387 -0.492475 2.252435 -0.576990 -0.980338 0.663860 -0.409020 -0.528093

Antenna 100: 2459884

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
100 N07 digital_ok nn Power 0.692305 -1.143643 -1.237782 0.692305 -0.222202 -0.180035 -0.118605 -0.394585 0.144150

Antenna 100: 2459883

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
100 N07 digital_ok nn Power 2.038853 -1.174969 -0.625490 2.038853 -0.904582 -1.083267 0.888503 -0.198674 0.039792

Antenna 100: 2459882

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
100 N07 digital_ok ee Temporal Variability 1.971978 -1.192256 0.026262 -1.000996 1.522380 -0.489217 1.971978 0.111108 0.776248

Antenna 100: 2459881

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
100 N07 digital_ok nn Power 2.747410 -1.129235 -0.542189 2.747410 0.307280 -0.683520 0.828710 -1.118809 0.708990

Antenna 100: 2459880

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
100 N07 digital_ok ee Power 1.929831 -1.126635 -0.457411 -0.676450 1.929831 -0.691150 1.076278 0.606263 0.864385

Antenna 100: 2459879

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
100 N07 digital_ok ee Temporal Variability 0.994915 -0.540430 -0.930817 0.867656 -0.000661 -0.259103 0.994915 0.761414 0.612527

Antenna 100: 2459878

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
100 N07 digital_ok nn Power 2.867648 -0.707892 -0.125081 2.867648 -0.636491 -1.009484 0.934309 -0.064415 -0.259337

Antenna 100: 2459876

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
100 N07 digital_ok ee Power 1.741060 0.340812 -0.895275 1.741060 -0.618152 1.723826 -0.723516 0.616586 0.749847

Antenna 100: 2459875

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
100 N07 digital_ok nn Power 3.016724 -0.952578 -1.912121 -0.061384 3.016724 1.136341 -1.141762 0.032218 -0.423939

Antenna 100: 2459874

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
100 N07 digital_ok ee Temporal Variability 1.785343 0.108642 -1.544361 0.964655 -0.959716 1.785343 -0.863608 0.595711 0.079468

Antenna 100: 2459873

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
100 N07 digital_ok ee Temporal Variability 1.181046 -0.435118 -1.435101 0.606176 -0.935483 1.181046 -0.903573 -0.402055 -0.675879

Antenna 100: 2459872

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
100 N07 digital_ok ee Temporal Variability 2.988311 -1.094473 -0.302900 2.192697 -0.140586 -0.053663 2.988311 0.128765 0.533504

Antenna 100: 2459871

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
100 N07 digital_ok ee Power 1.797382 -1.386042 -1.054066 -0.827492 1.797382 -1.110275 0.418334 -0.722311 0.068920

Antenna 100: 2459870

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
100 N07 digital_ok nn Power 1.858263 -0.221264 -1.438042 -0.499970 1.858263 1.595106 -0.994650 0.020611 -1.006023

Antenna 100: 2459869

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
100 N07 digital_ok ee Power 1.772522 0.178173 -1.317690 1.772522 -0.875779 -0.114881 -0.964983 -0.063565 -0.706394

Antenna 100: 2459868

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
100 N07 digital_ok ee Temporal Variability 1.290059 -0.121038 -1.049795 1.279013 -1.143802 1.290059 -1.176659 0.857181 -0.911985

Antenna 100: 2459867

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
100 N07 digital_ok ee Temporal Variability 1.469785 -0.897029 -0.901887 1.369901 -1.002019 1.469785 -0.622352 0.353692 -0.771551

Antenna 100: 2459866

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
100 N07 digital_ok nn Power 2.444428 -0.923623 -0.669194 2.444428 -0.343561 -0.836879 1.637137 -0.783439 -0.105496

Antenna 100: 2459865

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
100 N07 digital_ok ee Temporal Variability 1.604331 0.470208 -0.290852 0.503484 -1.141294 1.604331 -0.904037 0.172065 -1.031410

Antenna 100: 2459864

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
100 N07 digital_ok nn Power 2.518937 -0.027663 0.189114 2.518937 0.729269 0.790940 1.769064 -0.012040 0.669462

Antenna 100: 2459863

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
100 N07 digital_ok ee Temporal Variability 1.122047 -0.389107 -0.730915 -0.184364 0.532316 1.122047 -0.747073 0.031735 -0.759879

Antenna 100: 2459862

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
100 N07 digital_ok nn Power 0.182482 -0.584966 -0.578021 -1.238167 0.182482 -0.015270 -0.676152 -0.102493 -0.571513

Antenna 100: 2459861

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
100 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459860

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
100 N07 digital_ok nn Power 1.915852 -1.075122 -1.305806 -0.437581 1.915852 1.188824 0.080790 0.193926 -0.735097

Antenna 100: 2459859

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
100 N07 digital_ok nn Power 0.699989 -1.264460 -0.946919 -0.493291 0.699989 -0.758221 -0.158544 0.038842 -0.367160

Antenna 100: 2459858

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
100 N07 digital_ok nn Power 1.318955 -0.958649 -0.952809 1.318955 0.278737 -0.337753 -0.069633 -0.338899 0.256482

Antenna 100: 2459857

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
100 N07 digital_ok nn Temporal Variability 168.490791 21.828203 20.072621 5.346944 5.904019 168.490791 108.114367 66.344279 53.654937

Antenna 100: 2459856

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
100 N07 digital_ok nn Power 1.683726 -1.005112 -1.071315 -0.855704 1.683726 0.786974 -0.620786 -0.461372 -0.158080

Antenna 100: 2459855

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
100 N07 digital_ok ee Temporal Variability 1.254669 -1.121649 -0.733781 -0.407539 -0.341068 -0.815973 1.254669 -0.623493 -0.578177

Antenna 100: 2459854

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
100 N07 digital_ok nn Power 0.801205 -1.459376 -0.650754 0.801205 -0.866208 -0.648308 0.425704 -0.835580 -0.415920

Antenna 100: 2459853

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
100 N07 digital_ok nn Power 1.262789 -1.075899 -0.774034 1.262789 -0.896104 -0.356035 0.696375 -0.490671 0.007887

Antenna 100: 2459852

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
100 N07 digital_ok ee Temporal Variability 1.694293 0.199067 -0.095328 0.208884 -0.315765 1.694293 -0.604584 -0.311591 -0.647378

Antenna 100: 2459850

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
100 N07 digital_ok nn Power 1.210351 -0.300097 -0.819577 -0.717653 1.210351 1.012685 -0.467410 0.439395 -0.660936

Antenna 100: 2459849

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
100 N07 digital_ok nn Power 2.563727 -0.454172 -0.672746 0.787450 2.563727 0.997732 -0.551407 -0.220688 -0.560099

Antenna 100: 2459848

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
100 N07 digital_ok ee Temporal Variability 0.893946 -0.353247 0.115773 0.768803 0.319760 -0.932081 0.893946 -0.815452 -0.426353

Antenna 100: 2459847

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
100 N07 digital_ok nn Power 0.674196 -0.506996 0.453451 0.674196 0.076616 0.165643 -0.155139 0.075461 0.208138

Antenna 100: 2459846

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
100 N07 digital_ok ee Temporal Variability 3.471240 0.473981 -0.398529 -0.911228 0.906301 3.471240 0.688301 0.378743 -0.128771
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