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 = "116"
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 116 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 116, 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% 99.24% 99.35% 0.00% - - nan nan inf inf nan nan nan nan 0.7086 0.5946 0.4494 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% 99.73% 99.78% 0.00% - - nan nan inf inf nan nan nan nan 0.4458 0.3879 0.1887 nan nan
2459945 digital_ok 100.00% 99.14% 99.14% 0.00% - - nan nan inf inf nan nan nan nan 0.5534 0.5114 0.2775 nan nan
2459944 digital_ok 100.00% 98.81% 98.76% 0.00% - - 236.080513 236.276559 inf inf 4918.461605 4917.366472 7277.389197 7273.373481 0.6111 0.5809 0.2914 nan nan
2459943 digital_ok 100.00% 99.35% 99.68% 0.00% - - nan nan inf inf nan nan nan nan 0.6209 0.2965 0.4453 nan nan
2459942 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459941 digital_ok 100.00% 99.30% 99.24% 0.00% - - nan nan inf inf nan nan nan nan 0.2837 0.2716 0.2674 nan nan
2459940 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459938 digital_ok 0.00% 19.96% 19.31% 0.00% - - -1.267576 0.105191 -0.148549 0.469058 0.682487 0.398296 0.483856 0.317999 0.4664 0.4820 0.2971 nan nan
2459937 digital_ok 0.00% 1.30% 0.97% 0.00% - - -1.261107 0.034322 -0.817752 -0.125569 -0.021804 0.023844 0.880635 0.529834 0.5663 0.5910 0.3287 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.882888 0.123279 -1.103316 -0.364104 -0.582452 -0.219609 0.786331 0.977741 0.7446 0.7629 0.2141 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.119505 0.349592 -1.223341 -0.174458 -0.462040 0.159089 1.896027 0.993218 0.6194 0.6360 0.3939 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.234716 0.617277 -0.606680 0.295204 -0.042420 0.179547 1.450049 1.221461 0.6253 0.6441 0.3985 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.168957 0.448759 -0.792561 0.275390 0.799907 -0.340691 0.107912 0.327312 0.6255 0.6476 0.4000 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.688389 0.078939 -0.670382 0.406607 1.792890 0.350176 0.000179 0.146970 0.5475 0.5666 0.3380 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.311256 0.144333 -0.621248 0.307439 -0.095827 0.565493 0.448612 1.440659 0.6351 0.6537 0.3896 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.336182 0.213626 -1.154413 -0.076826 0.231634 -0.139086 -0.087497 0.135976 0.6296 0.6473 0.3968 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.003223 0.488839 -0.172381 0.641460 0.554240 1.404822 0.628374 1.175758 0.7348 0.7410 0.2432 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.289738 0.067116 -1.334541 -0.288328 0.438358 -0.125675 -0.074773 -0.068529 0.6099 0.6275 0.3936 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.152168 0.120803 -0.340384 0.431016 0.444083 -0.116328 0.280407 0.379764 0.5666 0.5687 0.3342 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.230794 -0.266384 -0.247690 0.444839 0.239904 0.614168 -0.122620 0.566047 0.7635 0.7926 0.2122 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.101232 0.765015 -0.532714 0.589853 3.355263 1.325651 0.788990 1.816762 0.7139 0.7027 0.2591 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.445221 0.067891 -0.281190 0.376197 0.264651 0.080318 0.536060 1.417292 0.6348 0.6566 0.3754 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.628692 -0.023978 -1.178853 -0.003146 -0.917934 -0.135346 -0.725967 0.118397 0.6756 0.6913 0.3462 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.251970 -0.161243 -0.656118 0.318815 0.446924 -0.201895 0.734280 0.727612 0.6237 0.6520 0.3998 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.342771 -0.467020 -0.714683 0.611373 0.505379 0.376276 -0.122248 0.228515 0.6310 0.6451 0.4027 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.512645 -0.335310 -0.929416 -0.055584 -0.690694 0.121287 0.113463 0.037641 0.6240 0.6418 0.4099 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.418795 -0.155286 -0.808110 -0.100633 -0.314693 0.313642 0.159824 0.069773 0.6170 0.6347 0.3932 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.391567 0.012377 -0.331027 0.289083 0.386760 0.148015 0.527357 0.002504 0.6331 0.6521 0.3939 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.019481 0.012893 -0.272170 0.525646 1.269119 0.468052 0.544692 -0.016227 0.6716 0.6941 0.4545 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.502253 -0.120640 -0.729585 -0.305317 0.857866 0.354623 0.424218 -0.249177 0.6291 0.6552 0.3991 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.135908 -0.069491 -0.398645 0.391616 1.546736 0.683094 0.177285 0.176051 0.6691 0.6805 0.3630 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.641804 0.066260 -1.556677 -0.430929 0.206007 0.089813 -0.729406 -0.205609 0.6904 0.7108 0.3164 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.102100 0.555846 -0.204177 0.393158 0.024680 0.413368 5.006912 1.349944 0.6449 0.6532 0.4011 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.686602 0.308827 -0.760301 -0.088183 0.755547 -0.173396 2.160520 0.021721 0.6140 0.6459 0.4081 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.442793 0.028866 -0.676235 -0.266324 0.324321 -0.020532 1.858726 -0.401991 0.6199 0.6497 0.4112 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.591359 0.100838 -0.721342 -0.316796 0.408469 0.030510 0.776975 -0.472821 0.6247 0.6538 0.4097 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.396014 0.018698 -0.421879 0.336439 0.858519 0.332077 -0.203204 -0.304782 0.6231 0.6504 0.4073 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.336053 0.184934 -0.321068 0.364389 0.826976 0.167369 -0.221551 -0.211097 0.6245 0.6571 0.4069 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.461752 0.080567 -0.184171 0.347425 0.277622 0.163863 1.696044 -0.080136 0.6246 0.6561 0.4034 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.453492 0.073424 -0.188653 0.232620 -0.143527 0.452327 2.098861 -0.105991 0.6161 0.6518 0.4043 nan nan
2459905 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.259237 0.380216 -0.102510 0.267281 0.526672 -0.672485 1.717525 0.217580 0.0832 0.0767 0.0199 nan nan
2459904 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.558461 0.202046 -0.877674 -0.365707 -0.275620 -0.140857 4.553117 3.772654 0.0818 0.0750 0.0190 nan nan
2459903 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.343636 0.282299 -0.022399 0.240287 0.269178 0.111549 4.026149 -0.116802 0.0799 0.0722 0.0183 nan nan
2459902 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.143302 0.394172 -0.362511 0.091243 1.700084 -0.021063 0.018034 0.007449 0.0826 0.0778 0.0177 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.267764 0.199924 -0.393694 0.274528 1.525244 0.357067 3.825776 5.756130 0.6327 0.6502 0.3986 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.023855 -0.054676 -0.469905 0.290014 1.070289 0.921639 1.891717 2.529146 0.5675 0.6084 0.3418 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.434475 0.041734 -0.474880 0.204335 0.363079 -0.131336 -0.169949 -0.103264 0.6262 0.6515 0.4002 nan nan
2459897 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.216292 0.123346 -0.785793 0.297297 1.233726 0.021435 10.099048 -0.017289 0.0815 0.0878 0.0185 nan nan
2459896 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.355636 0.142714 -0.300516 0.148657 2.076692 -0.473893 0.157096 -0.083511 0.0854 0.0823 0.0203 nan nan
2459895 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.145449 0.485753 -0.683469 0.109406 0.063970 0.389913 0.375382 0.874409 0.0855 0.0841 0.0106 nan nan
2459894 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.420541 -0.005969 -0.796493 0.297141 1.492157 -0.574264 -0.143254 -0.281201 0.0865 0.0863 0.0181 nan nan
2459893 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.103902 -0.011255 -0.634801 0.161677 2.129947 -0.168377 -0.104361 -0.154252 0.6387 0.6620 0.3860 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.029953 -0.054119 -0.557580 0.273010 3.343605 -0.615979 -0.080065 -0.330638 0.6319 0.6565 0.3893 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.131883 0.217610 -0.320908 0.275880 0.187074 -0.578830 0.727969 0.321909 0.6347 0.6518 0.3860 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.609051 0.432240 -1.450375 -0.533129 1.191113 -0.839379 -0.245287 -0.473577 0.6413 0.6581 0.3842 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.065929 0.470301 -0.485055 0.198100 1.662746 -0.717762 0.663803 0.075655 0.6572 0.6781 0.3780 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.110379 0.182647 -0.255817 0.097064 -0.197252 -0.457788 3.804850 -0.000756 0.6417 0.6607 0.3906 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.661518 0.262697 -0.525629 0.202038 12.826484 14.461866 1.036290 1.446582 0.7157 0.7134 0.3389 nan nan
2459885 digital_ok 100.00% 100.00% 100.00% 0.00% - - -1.108119 0.964878 5.296135 2.465688 0.458130 1.050993 0.651442 0.291809 0.0838 0.0731 0.0117 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.142636 0.286942 -0.597176 0.085418 0.271334 -0.729085 -0.136200 -0.550111 0.6492 0.6587 0.3891 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.804683 0.849409 -0.238839 -0.706354 -0.431216 0.676044 -0.318058 -0.564649 0.6418 0.6597 0.3924 nan nan
2459882 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.759124 0.706339 1.066466 -0.596968 0.469485 1.929723 0.177602 0.382042 0.6934 0.7122 0.3297 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.704203 1.018878 0.868191 -0.383084 1.757077 0.652859 -0.334013 -0.452240 0.6436 0.6601 0.3937 nan nan
2459879 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.910006 -0.090002 -0.496654 0.310889 0.934946 -0.723018 0.259215 0.212140 0.0895 0.0796 0.0189 nan nan
2459878 digital_ok 100.00% 51.31% 51.25% 0.00% - - -0.151120 1.680229 6.411371 3.101042 2.763631 1.303330 1.965534 1.787768 0.3623 0.3662 0.1836 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.770579 1.502305 0.261211 0.158955 4.435480 7.955492 2.187035 0.316764 0.6640 0.6592 0.3893 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.621502 0.622260 1.508144 -0.306930 0.943280 1.827154 -0.172533 -0.032218 0.6840 0.6956 0.3946 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.824495 1.753666 2.754974 0.730218 1.503836 2.295398 -0.166678 -0.756889 0.6675 0.6578 0.3797 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.157678 0.656862 2.893009 0.834309 1.996107 0.760827 3.323447 -0.265615 0.6697 0.6567 0.3831 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.162232 0.788788 -0.228342 -0.382754 5.764377 2.819552 8.805244 0.321032 0.6622 0.6534 0.3892 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.140412 0.419102 1.600806 -0.615961 3.128582 1.179072 0.107325 0.259734 0.6778 0.6587 0.3807 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.413647 1.744593 0.754925 -0.501941 2.888839 1.653546 0.779136 0.808789 0.6726 0.6655 0.3923 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.593702 1.640142 0.467299 -0.718383 5.196341 1.313063 6.312531 1.140350 0.6735 0.6809 0.3900 nan nan
2459868 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.022368 0.981763 2.335527 1.549816 1.621130 0.788088 1.978955 -0.678971 0.6738 0.6619 0.4053 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.099853 1.051700 -0.831175 -0.220407 0.517207 0.890082 0.852400 -0.371288 0.6747 0.6627 0.3969 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.305247 0.857448 -0.797210 1.789402 0.180949 1.414201 1.040460 0.355277 0.6931 0.6816 0.3685 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.692730 0.883371 -0.744329 0.174919 -0.291645 0.997129 0.790583 -0.143878 0.6696 0.6588 0.4177 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.999642 0.287693 -1.283988 -1.343083 0.690259 -0.551224 0.835977 -0.136116 0.6645 0.6477 0.4055 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.593022 0.336458 -0.367036 0.691591 1.255441 0.699300 0.003807 -0.749458 0.6435 0.6742 0.4190 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.301535 0.004207 -1.073863 -1.128188 0.297174 -0.613829 0.345915 -0.457380 0.6753 0.6551 0.4226 nan nan
2459860 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.191709 -0.091720 -0.297894 -0.633449 0.866716 -0.555108 0.953907 -0.458062 0.6884 0.6668 0.4123 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 4.81% -1.136813 0.033578 -0.402311 -0.745426 1.704737 -0.733699 1.377427 -0.412186 0.6962 0.6713 0.4269 1.502209 1.457704
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.596102 -0.824798 -1.996512 -2.357748 0.858755 3.666622 -0.400391 -1.058783 0.0393 0.0387 0.0052 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.00% -1.018313 0.600467 -1.042507 1.303825 0.275292 0.836708 2.209168 -0.961127 0.6867 0.6885 0.4124 1.767016 1.548409
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% -1.297373 0.761353 -1.120041 1.227679 2.034017 -0.233964 0.141332 -1.087991 0.6617 0.7002 0.4453 1.662712 1.510508
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -0.797611 0.698228 1.234094 1.812608 1.684236 -0.650998 0.858394 -0.765766 0.6695 0.7210 0.4515 1.761212 1.545665
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.941794 0.699048 1.587861 2.607923 0.666912 0.759426 2.059296 -0.974926 0.7029 0.6802 0.4373 1.791414 1.610986
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 13.51% -0.533660 0.883558 0.791601 1.932762 1.168668 1.287533 1.305724 1.711729 0.7937 0.8155 0.2660 4.021810 4.208239
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% -0.671100 1.036349 0.821592 2.459509 0.618768 0.985017 2.439499 0.835958 0.7021 0.7429 0.3711 1.811993 1.562995
2459849 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.288457 -0.000139 6.601739 1.663317 3.724439 4.354597 2.461634 2.361646 0.3797 0.3606 -0.2711 2.283035 2.169732
2459848 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.015707 0.486633 4.650702 -0.551000 8.036462 6.610495 1.163621 0.993662 0.3462 0.3275 -0.2929 1.949175 1.850067
2459847 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 2.943350 0.150999 4.505323 -0.304060 7.014029 6.870696 0.155116 0.568469 0.2902 0.2745 -0.3173 3.189728 3.775159
2459846 digital_ok 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 4.173540 0.557674 3.052406 -0.327359 4.079839 0.896951 0.778398 0.401146 0.3608 0.3622 -0.2833 2.378685 2.373066
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% 1.20% 1.20% 95.52% 100.00% 0.00% 3.149446 1.750045 6.596773 5.394468 3.997293 15.235633 -0.449842 -0.241749 0.3730 0.3320 -0.2577 2.907472 2.827243
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - 3.886629 -0.018233 0.430248 0.752301 1.215636 1.212602 -1.198901 -2.178307 0.0299 0.0296 0.0064 nan nan
2459839 digital_ok 100.00% - - - - - 0.663578 0.081084 12.643531 13.025765 5.310931 3.813885 4.192021 7.741526 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 80.38% 0.00% 100.00% 0.00% 17.945007 1.336298 18.366463 6.704629 21.601155 10.833289 -0.015945 -0.217281 0.0500 0.3085 0.0156 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0617 0.0936 0.0106 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.327715 -1.014292 -0.290010 -0.780746 0.125219 0.732537 -0.017533 -0.456860 0.0703 0.0933 0.0154 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.530475 1.957292 0.477902 0.400817 0.254659 -0.429192 -0.194055 -1.085875 0.0646 0.0813 0.0050 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 13.16% 0.355467 3.221820 -0.971918 -0.662414 1.917438 -1.051050 0.268132 -0.874283 0.8056 0.5194 0.5862 2.155849 1.721883
2459831 digital_ok 100.00% 100.00% 44.89% 0.00% - - 1.490665 3.208606 16.367146 16.976767 7.349146 6.690388 -0.863057 -2.030083 0.2414 0.3065 0.0160 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.599249 3.156349 -0.800130 -0.866782 -0.234649 0.990426 0.046774 -1.031078 0.8048 0.5396 0.5624 2.021381 1.513567
2459829 digital_ok 0.00% 0.00% 0.00% 0.00% 0.65% 0.00% -0.342658 2.918011 -0.175594 -0.785936 0.474671 3.526187 2.644515 -0.774819 0.7304 0.6585 0.4182 0.818972 0.610881
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.463492 2.305035 -0.118562 -0.715507 -0.432434 0.734956 0.142794 -0.676210 0.8020 0.5431 0.5507 4.341134 3.956274
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.21% -0.297871 2.485989 -0.370305 -0.567617 2.442489 1.890873 3.945124 0.676144 0.7224 0.6441 0.4361 1.355464 1.063433
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 84.21% 15.79% 0.292185 2.101001 0.091024 -0.672841 1.493029 -0.891154 3.190803 -0.867689 0.7871 0.5196 0.5473 0.000000 0.000000
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.132935 1.865600 0.409709 -0.433084 -0.067979 -0.331149 0.851703 0.389513 0.7903 0.5468 0.5406 2.513411 2.023365
2459824 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.746869 1.259163 -0.848032 -0.906943 0.121811 0.955061 1.118737 -0.749911 0.6596 0.6997 0.3962 1.678581 1.782603
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.031126 1.988051 -0.414086 -0.640072 -0.296171 -1.060637 2.208299 -0.591139 0.7261 0.6103 0.4923 1.825183 1.486039
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.156753 2.271631 0.115025 -0.745070 -0.491010 -1.235569 0.920384 -1.015944 0.7833 0.5586 0.5353 2.041743 1.531185
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.913566 3.100476 0.450411 -0.702749 -0.619638 -1.196156 -0.199040 -0.654882 0.7831 0.5757 0.5353 2.021307 1.732127
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.080580 2.404675 0.318424 -0.460802 0.469778 3.162544 3.953439 -0.903649 0.7334 0.6533 0.4482 1.592249 1.473008
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.177784 1.987589 0.533275 -0.808149 -1.019439 -1.299770 -0.345911 -0.740248 0.7893 0.6155 0.5303 2.013279 1.719685
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 6.98% 0.608670 1.998893 -0.508578 -0.565251 -0.321141 0.362650 2.386871 -0.754861 0.8419 0.5709 0.6033 1.933499 1.697959
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.773452 1.813659 0.402587 -0.779504 -0.900169 -0.061026 1.772941 -0.496083 0.7934 0.6501 0.5180 1.893688 1.571437
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.216238 4.519513 -0.059884 -0.521194 1.521341 5.749146 5.219895 0.612688 0.7514 0.6832 0.4347 4.950643 4.122492

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 116: 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
116 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok ee Power inf 236.080513 236.276559 inf inf 4918.461605 4917.366472 7277.389197 7273.373481

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.682487 0.105191 -1.267576 0.469058 -0.148549 0.398296 0.682487 0.317999 0.483856

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.880635 -1.261107 0.034322 -0.817752 -0.125569 -0.021804 0.023844 0.880635 0.529834

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 0.977741 -0.882888 0.123279 -1.103316 -0.364104 -0.582452 -0.219609 0.786331 0.977741

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 1.896027 0.349592 -1.119505 -0.174458 -1.223341 0.159089 -0.462040 0.993218 1.896027

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 1.450049 -1.234716 0.617277 -0.606680 0.295204 -0.042420 0.179547 1.450049 1.221461

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.799907 0.448759 -1.168957 0.275390 -0.792561 -0.340691 0.799907 0.327312 0.107912

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.792890 0.078939 -1.688389 0.406607 -0.670382 0.350176 1.792890 0.146970 0.000179

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 1.440659 -1.311256 0.144333 -0.621248 0.307439 -0.095827 0.565493 0.448612 1.440659

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.231634 -1.336182 0.213626 -1.154413 -0.076826 0.231634 -0.139086 -0.087497 0.135976

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 1.404822 0.488839 0.003223 0.641460 -0.172381 1.404822 0.554240 1.175758 0.628374

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.438358 0.067116 -1.289738 -0.288328 -1.334541 -0.125675 0.438358 -0.068529 -0.074773

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.444083 0.120803 -1.152168 0.431016 -0.340384 -0.116328 0.444083 0.379764 0.280407

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 0.614168 -0.266384 -1.230794 0.444839 -0.247690 0.614168 0.239904 0.566047 -0.122620

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 3.355263 0.101232 0.765015 -0.532714 0.589853 3.355263 1.325651 0.788990 1.816762

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 1.417292 -1.445221 0.067891 -0.281190 0.376197 0.264651 0.080318 0.536060 1.417292

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 0.118397 -0.023978 -1.628692 -0.003146 -1.178853 -0.135346 -0.917934 0.118397 -0.725967

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.734280 -0.161243 -1.251970 0.318815 -0.656118 -0.201895 0.446924 0.727612 0.734280

Antenna 116: 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
116 N07 digital_ok nn Power 0.611373 -0.342771 -0.467020 -0.714683 0.611373 0.505379 0.376276 -0.122248 0.228515

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 0.121287 -0.335310 -0.512645 -0.055584 -0.929416 0.121287 -0.690694 0.037641 0.113463

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 0.313642 -0.418795 -0.155286 -0.808110 -0.100633 -0.314693 0.313642 0.159824 0.069773

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.527357 0.012377 -0.391567 0.289083 -0.331027 0.148015 0.386760 0.002504 0.527357

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.269119 0.012893 -0.019481 0.525646 -0.272170 0.468052 1.269119 -0.016227 0.544692

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.857866 -0.502253 -0.120640 -0.729585 -0.305317 0.857866 0.354623 0.424218 -0.249177

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.546736 -1.135908 -0.069491 -0.398645 0.391616 1.546736 0.683094 0.177285 0.176051

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.206007 -1.641804 0.066260 -1.556677 -0.430929 0.206007 0.089813 -0.729406 -0.205609

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 5.006912 0.555846 -1.102100 0.393158 -0.204177 0.413368 0.024680 1.349944 5.006912

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 2.160520 0.308827 -0.686602 -0.088183 -0.760301 -0.173396 0.755547 0.021721 2.160520

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 1.858726 0.028866 -0.442793 -0.266324 -0.676235 -0.020532 0.324321 -0.401991 1.858726

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.776975 0.100838 -0.591359 -0.316796 -0.721342 0.030510 0.408469 -0.472821 0.776975

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.858519 0.018698 -0.396014 0.336439 -0.421879 0.332077 0.858519 -0.304782 -0.203204

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.826976 -0.336053 0.184934 -0.321068 0.364389 0.826976 0.167369 -0.221551 -0.211097

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 1.696044 0.080567 -0.461752 0.347425 -0.184171 0.163863 0.277622 -0.080136 1.696044

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 2.098861 0.073424 -0.453492 0.232620 -0.188653 0.452327 -0.143527 -0.105991 2.098861

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 1.717525 0.380216 -0.259237 0.267281 -0.102510 -0.672485 0.526672 0.217580 1.717525

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 4.553117 0.202046 -0.558461 -0.365707 -0.877674 -0.140857 -0.275620 3.772654 4.553117

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 4.026149 0.282299 -0.343636 0.240287 -0.022399 0.111549 0.269178 -0.116802 4.026149

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.700084 -0.143302 0.394172 -0.362511 0.091243 1.700084 -0.021063 0.018034 0.007449

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 5.756130 -0.267764 0.199924 -0.393694 0.274528 1.525244 0.357067 3.825776 5.756130

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 2.529146 0.023855 -0.054676 -0.469905 0.290014 1.070289 0.921639 1.891717 2.529146

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.363079 0.041734 -0.434475 0.204335 -0.474880 -0.131336 0.363079 -0.103264 -0.169949

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 10.099048 0.123346 0.216292 0.297297 -0.785793 0.021435 1.233726 -0.017289 10.099048

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 2.076692 0.142714 -0.355636 0.148657 -0.300516 -0.473893 2.076692 -0.083511 0.157096

Antenna 116: 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
116 N07 digital_ok nn Temporal Discontinuties 0.874409 -0.145449 0.485753 -0.683469 0.109406 0.063970 0.389913 0.375382 0.874409

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.492157 -0.005969 -0.420541 0.297141 -0.796493 -0.574264 1.492157 -0.281201 -0.143254

Antenna 116: 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
116 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 2.129947 -0.011255 -1.103902 0.161677 -0.634801 -0.168377 2.129947 -0.154252 -0.104361

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 3.343605 0.029953 -0.054119 -0.557580 0.273010 3.343605 -0.615979 -0.080065 -0.330638

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.727969 0.217610 0.131883 0.275880 -0.320908 -0.578830 0.187074 0.321909 0.727969

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.191113 0.609051 0.432240 -1.450375 -0.533129 1.191113 -0.839379 -0.245287 -0.473577

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.662746 0.470301 -0.065929 0.198100 -0.485055 -0.717762 1.662746 0.075655 0.663803

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 3.804850 0.182647 -0.110379 0.097064 -0.255817 -0.457788 -0.197252 -0.000756 3.804850

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 14.461866 -1.661518 0.262697 -0.525629 0.202038 12.826484 14.461866 1.036290 1.446582

Antenna 116: 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
116 N07 digital_ok ee Power 5.296135 0.964878 -1.108119 2.465688 5.296135 1.050993 0.458130 0.291809 0.651442

Antenna 116: 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
116 N07 digital_ok nn Shape 0.286942 0.286942 -1.142636 0.085418 -0.597176 -0.729085 0.271334 -0.550111 -0.136200

Antenna 116: 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
116 N07 digital_ok nn Shape 0.849409 0.849409 -0.804683 -0.706354 -0.238839 0.676044 -0.431216 -0.564649 -0.318058

Antenna 116: 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
116 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 1.929723 0.706339 -0.759124 -0.596968 1.066466 1.929723 0.469485 0.382042 0.177602

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.757077 1.018878 -0.704203 -0.383084 0.868191 0.652859 1.757077 -0.452240 -0.334013

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 0.934946 -0.090002 -0.910006 0.310889 -0.496654 -0.723018 0.934946 0.212140 0.259215

Antenna 116: 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
116 N07 digital_ok ee Power 6.411371 1.680229 -0.151120 3.101042 6.411371 1.303330 2.763631 1.787768 1.965534

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 7.955492 -0.770579 1.502305 0.261211 0.158955 4.435480 7.955492 2.187035 0.316764

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 1.827154 -1.621502 0.622260 1.508144 -0.306930 0.943280 1.827154 -0.172533 -0.032218

Antenna 116: 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
116 N07 digital_ok ee Power 2.754974 -0.824495 1.753666 2.754974 0.730218 1.503836 2.295398 -0.166678 -0.756889

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 3.323447 -1.157678 0.656862 2.893009 0.834309 1.996107 0.760827 3.323447 -0.265615

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 8.805244 0.788788 0.162232 -0.382754 -0.228342 2.819552 5.764377 0.321032 8.805244

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 3.128582 0.419102 -1.140412 -0.615961 1.600806 1.179072 3.128582 0.259734 0.107325

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 2.888839 -1.413647 1.744593 0.754925 -0.501941 2.888839 1.653546 0.779136 0.808789

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 6.312531 -0.593702 1.640142 0.467299 -0.718383 5.196341 1.313063 6.312531 1.140350

Antenna 116: 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
116 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok ee Power 2.335527 -0.022368 0.981763 2.335527 1.549816 1.621130 0.788088 1.978955 -0.678971

Antenna 116: 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
116 N07 digital_ok nn Shape 1.051700 1.051700 -0.099853 -0.220407 -0.831175 0.890082 0.517207 -0.371288 0.852400

Antenna 116: 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
116 N07 digital_ok nn Power 1.789402 -0.305247 0.857448 -0.797210 1.789402 0.180949 1.414201 1.040460 0.355277

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 0.997129 0.883371 -1.692730 0.174919 -0.744329 0.997129 -0.291645 -0.143878 0.790583

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.835977 -0.999642 0.287693 -1.283988 -1.343083 0.690259 -0.551224 0.835977 -0.136116

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.255441 -1.593022 0.336458 -0.367036 0.691591 1.255441 0.699300 0.003807 -0.749458

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.345915 0.004207 -1.301535 -1.128188 -1.073863 -0.613829 0.297174 -0.457380 0.345915

Antenna 116: 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
116 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 0.953907 -1.191709 -0.091720 -0.297894 -0.633449 0.866716 -0.555108 0.953907 -0.458062

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 1.704737 0.033578 -1.136813 -0.745426 -0.402311 -0.733699 1.704737 -0.412186 1.377427

Antenna 116: 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
116 N07 digital_ok nn Temporal Variability 3.666622 -0.824798 -0.596102 -2.357748 -1.996512 3.666622 0.858755 -1.058783 -0.400391

Antenna 116: 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
116 N07 digital_ok ee Temporal Discontinuties 2.209168 -1.018313 0.600467 -1.042507 1.303825 0.275292 0.836708 2.209168 -0.961127

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 2.034017 0.761353 -1.297373 1.227679 -1.120041 -0.233964 2.034017 -1.087991 0.141332

Antenna 116: 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
116 N07 digital_ok nn Power 1.812608 0.698228 -0.797611 1.812608 1.234094 -0.650998 1.684236 -0.765766 0.858394

Antenna 116: 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
116 N07 digital_ok nn Power 2.607923 0.699048 -0.941794 2.607923 1.587861 0.759426 0.666912 -0.974926 2.059296

Antenna 116: 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
116 N07 digital_ok nn Power 1.932762 -0.533660 0.883558 0.791601 1.932762 1.168668 1.287533 1.305724 1.711729

Antenna 116: 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
116 N07 digital_ok nn Power 2.459509 -0.671100 1.036349 0.821592 2.459509 0.618768 0.985017 2.439499 0.835958

Antenna 116: 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
116 N07 digital_ok ee Power 6.601739 2.288457 -0.000139 6.601739 1.663317 3.724439 4.354597 2.461634 2.361646

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 8.036462 0.486633 2.015707 -0.551000 4.650702 6.610495 8.036462 0.993662 1.163621

Antenna 116: 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
116 N07 digital_ok ee Temporal Variability 7.014029 0.150999 2.943350 -0.304060 4.505323 6.870696 7.014029 0.568469 0.155116

Antenna 116: 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
116 N07 digital_ok ee Shape 4.173540 4.173540 0.557674 3.052406 -0.327359 4.079839 0.896951 0.778398 0.401146
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