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 = "148"
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 148 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 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 156 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 148, Node N15:

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)
2459976 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.255184 0.039699 -0.629677 -0.598810 1.644466 1.638744 -0.809240 -0.817912 0.6411 0.6548 0.3780 nan nan
2459975 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.226354 0.126896 -0.676065 -0.691854 1.826946 1.641807 -0.010302 -0.704008 0.6341 0.6496 0.3911 nan nan
2459974 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.096158 0.128760 -0.711842 -0.746832 2.066253 2.091768 -0.581771 -1.174949 0.6364 0.6503 0.3880 nan nan
2459973 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.134009 0.150676 -0.768170 -0.590961 1.451173 1.814376 -0.728579 -0.955991 0.6504 0.6659 0.3918 nan nan
2459972 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.241198 -0.014757 -0.508743 -0.710536 2.298649 1.752093 -0.930816 -0.941523 0.6364 0.6511 0.3927 nan nan
2459971 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.208911 0.132491 -0.517598 -0.589422 2.203163 2.094121 -0.502782 -0.720086 0.6409 0.6561 0.3907 nan nan
2459970 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.322965 0.157248 -0.618169 -0.587459 1.619725 1.533603 -0.993563 -0.903023 0.6387 0.6533 0.3894 nan nan
2459969 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.388374 0.002377 -0.672072 -0.601188 1.244884 2.054462 -0.966638 -1.082448 0.6478 0.6619 0.3908 nan nan
2459968 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 0.0689 0.0872 0.0382 nan nan
2459967 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.414405 -0.086680 -0.613140 -0.807386 2.011133 1.507316 -0.613610 -0.653352 0.6418 0.6582 0.3797 nan nan
2459966 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.421018 0.024279 -0.720550 -0.751604 2.104851 2.163658 0.188268 -0.686518 0.6326 0.6495 0.3803 nan nan
2459965 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.380692 0.013992 -0.590612 -0.611088 1.523884 1.590385 0.565857 -0.874080 0.6324 0.6487 0.3669 nan nan
2459964 digital_ok 100.00% 98.59% 98.76% 0.00% - - nan nan inf inf nan nan nan nan 0.4135 0.3674 0.3223 nan nan
2459963 digital_ok 100.00% 100.00% 100.00% 0.00% - - 219.858210 219.817604 inf inf 2057.287313 2057.369955 197.903024 197.701405 nan nan nan nan nan
2459962 digital_ok 100.00% 99.73% 99.73% 0.00% - - 254.142014 254.505014 inf inf 4343.567446 4343.780375 474.911710 474.301030 0.6529 0.5906 0.4432 nan nan
2459961 digital_ok 100.00% 99.08% 98.86% 0.00% - - nan nan inf inf nan nan nan nan 0.4322 0.5048 0.3932 nan nan
2459960 digital_ok 100.00% 98.11% 98.27% 0.00% - - 181.379226 181.789353 inf inf 3779.743056 3752.595145 1562.749448 1481.519614 0.3817 0.3555 0.2812 nan nan
2459959 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.048376 0.737050 -0.308662 -0.400477 2.432779 1.616285 -0.748357 -0.672150 0.6559 0.6705 0.3778 nan nan
2459958 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.422018 0.233359 -0.486446 -0.574027 2.124452 1.357178 0.027997 -0.144350 0.6520 0.6628 0.3869 nan nan
2459957 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.322613 0.159763 -0.649824 -0.732481 1.948430 1.472974 -0.643150 -0.726256 0.6395 0.6568 0.3886 nan nan
2459956 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.906758 1.038236 -0.471023 -0.536030 1.514090 1.351269 -0.313235 -0.889390 0.6837 0.6886 0.3142 nan nan
2459955 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.333011 -0.022935 -0.520455 -0.618543 2.303426 1.184691 -0.433337 -0.614288 0.6319 0.6516 0.3881 nan nan
2459954 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.375719 0.105991 -0.598311 -0.530227 1.852601 1.323136 -0.045722 -0.213119 0.6347 0.6539 0.3961 nan nan
2459953 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.286649 0.080414 -0.568678 -0.559241 1.940059 0.995926 -0.071289 -0.758223 0.6527 0.6721 0.3947 nan nan
2459952 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.388132 0.099441 -0.646733 -0.521152 1.218366 1.317505 -0.150266 -0.604524 0.6529 0.6709 0.3981 nan nan
2459951 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.959549 -0.027416 -0.732149 -0.702827 1.138771 1.790661 -0.512478 -0.667353 0.6637 0.6824 0.3965 nan nan
2459950 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.085418 0.206514 -0.803685 -0.849139 1.272288 2.496666 -0.694299 -1.063959 0.6585 0.6763 0.4031 nan nan
2459949 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.282869 0.085252 -0.742965 -0.654839 1.392712 2.027898 -0.369650 -0.693677 0.6459 0.6617 0.4018 nan nan
2459948 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.351362 0.012434 -0.994264 -0.841804 12.243321 8.990621 -0.039477 -0.111978 0.6757 0.6975 0.3762 nan nan
2459947 digital_ok 0.00% 0.00% 0.00% 0.00% - - -2.141065 -0.294493 2.904271 1.446957 -0.480775 1.541443 1.148519 0.110738 0.6685 0.6809 0.3660 nan nan
2459946 digital_ok 0.00% 0.00% 0.00% 0.00% - - -2.081340 -0.191060 2.693435 1.608136 0.291910 1.991770 -0.017969 -0.534365 0.6345 0.6659 0.3988 nan nan
2459945 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.734827 -0.126274 2.583540 1.482164 0.216845 1.956561 0.332655 -0.408208 0.6421 0.6690 0.3969 nan nan
2459944 digital_ok 100.00% 99.14% 99.19% 0.00% - - nan nan inf inf nan nan nan nan 0.5673 0.5277 0.2350 nan nan
2459943 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.747810 0.026140 2.670746 1.466705 -0.231424 1.918499 -0.645534 -0.795413 0.6501 0.6798 0.4025 nan nan
2459942 digital_ok 0.00% 0.00% 0.00% 0.00% - - -2.082735 -0.015756 2.807352 1.517543 0.374491 2.197403 -0.568694 -0.636421 0.6535 0.6746 0.3843 nan nan
2459941 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.814815 -0.240342 2.602683 1.590208 0.703655 1.981583 -0.580283 -0.442209 0.6328 0.6627 0.4105 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% 0.00% 0.00% 0.00% - - -2.022338 -0.160461 2.380760 1.404124 0.214915 2.078956 4.157834 -0.437460 0.6423 0.6725 0.4081 nan nan
2459938 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.595993 0.015833 2.645701 1.430963 0.130567 1.639339 -0.550984 -0.376006 0.6465 0.6737 0.4010 nan nan
2459937 digital_ok 100.00% 1.78% 0.00% 0.00% - - -1.820288 -0.317605 2.892060 1.537924 6.490119 1.428258 6.590078 0.637774 0.6573 0.6992 0.3694 nan nan
2459936 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.647362 -0.361185 2.358290 1.418276 0.421141 1.372025 -0.064114 -0.236785 0.6292 0.6619 0.3998 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.325878 -0.234258 2.461847 1.304036 0.701207 1.635528 -0.471065 -0.738731 0.6411 0.6756 0.4131 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.433085 -0.256183 2.666679 1.369038 0.198452 1.135977 -0.330632 -0.595955 0.6439 0.6824 0.4110 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.576260 0.203826 2.393534 1.279588 0.314546 -0.024620 0.038352 -0.000179 0.5575 0.5980 0.3598 nan nan
2459931 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459930 digital_ok 100.00% 63.93% 0.00% 0.00% - - 1.824164 -0.244319 5.214305 1.403475 64.191276 0.945461 21.678185 -0.685134 0.2586 0.6776 0.4830 nan nan
2459929 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.711251 -0.353808 3.191452 1.661706 0.132068 0.930503 -0.275921 -0.273085 0.6314 0.6626 0.3995 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.017794 0.326964 2.586436 1.268602 0.593138 -0.100627 0.611562 0.317714 0.5842 0.6076 0.3411 nan nan
2459926 digital_ok 100.00% 100.00% 100.00% 0.00% - - 220.708023 220.779174 inf inf 1918.412237 1917.829902 407.069291 406.257202 nan nan nan nan nan
2459925 digital_ok 100.00% 100.00% 100.00% 0.00% - - 104.465129 104.851383 inf inf 3761.078669 3931.481162 309.581504 310.189234 nan nan nan nan nan
2459924 digital_ok 100.00% 100.00% 100.00% 0.00% - - 129.081051 138.466732 inf inf 3893.922009 4214.925835 2580.383224 2515.293546 nan nan nan nan nan
2459923 digital_ok 100.00% 100.00% 100.00% 0.00% - - 246.011792 246.087398 inf inf 3294.555854 3245.757579 993.831341 969.706516 nan nan nan nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.986899 -0.425090 2.205189 1.242218 0.450102 0.501015 -0.433112 -0.502030 0.6443 0.6818 0.4105 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% 0.00% 0.00% - - 9.402795 -0.035623 7.241834 1.302487 7.119285 1.660823 0.658747 -0.192173 0.0328 0.6747 0.5056 nan nan
2459919 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.123488 -0.072343 8.381942 1.346831 9.140671 1.863601 0.619327 -0.184361 0.0339 0.6763 0.5054 nan nan
2459918 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.485228 -0.017156 8.579357 1.228440 7.091391 1.959446 1.931893 -0.256116 0.0318 0.6927 0.5304 nan nan
2459917 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.619819 -0.457174 8.771337 1.614244 4.797463 -0.329703 0.281202 -0.528328 0.0312 0.7274 0.5697 nan nan
2459916 digital_ok 100.00% 63.30% 0.00% 0.00% - - 0.899094 0.076401 5.281637 1.217679 77.988672 1.845554 3.661475 -0.198094 0.2721 0.6950 0.4918 nan nan
2459915 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -2.296083 -0.249969 3.346133 1.595240 0.020198 1.027015 2.164535 1.089340 0.7238 0.7511 0.3055 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.593518 -0.140842 2.829560 1.523029 0.593737 1.145480 0.984946 0.050448 0.6739 0.6950 0.4066 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.761320 -0.187372 2.414530 1.524354 0.421009 0.722498 -0.691682 -0.273511 0.6457 0.6863 0.4163 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.726711 -0.123214 2.480712 1.385526 0.256044 1.543935 -0.772502 -0.804269 0.6485 0.6880 0.4175 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.634023 -0.171677 2.432286 1.311954 -0.318959 1.612654 -0.554826 -0.661323 0.6510 0.6888 0.4169 nan nan
2459909 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.623449 -0.011234 2.350927 1.332154 0.103784 1.234151 -0.265407 -0.369671 0.6518 0.6898 0.4129 nan nan
2459908 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.708062 -0.014284 2.244785 1.319977 -0.560470 0.808167 -0.458381 -0.297378 0.6561 0.6962 0.4142 nan nan
2459907 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.657184 -0.054431 2.385660 1.364057 -0.340537 0.910719 -0.429980 -0.191182 0.6561 0.6950 0.4078 nan nan
2459906 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.881839 -0.188019 2.558052 1.329719 0.066072 1.461597 -0.673648 -0.217720 0.6485 0.6873 0.4109 nan nan
2459905 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.613190 -0.117028 2.627561 1.366655 -0.924316 1.314526 -0.637445 -0.591523 0.6403 0.6837 0.4150 nan nan
2459904 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.817022 -0.322241 2.934474 1.521502 -0.498879 0.599369 3.230633 -0.331241 0.6431 0.6837 0.4084 nan nan
2459903 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.789705 -0.350562 2.820360 1.403248 -0.874900 0.659964 0.012499 0.130539 0.6496 0.6869 0.4129 nan nan
2459902 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.697442 -0.087672 2.849238 1.318827 -0.438217 0.669112 0.120630 -0.324249 0.6566 0.6876 0.4037 nan nan
2459901 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.813991 -0.122120 2.794205 1.385111 -1.122007 1.199691 0.455923 -0.270420 0.6468 0.6816 0.4121 nan nan
2459900 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.844698 -0.044337 2.881505 1.408476 -0.162397 1.886658 -0.023828 -0.278442 0.5988 0.6490 0.3533 nan nan
2459898 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.786458 -0.391639 2.716420 1.321827 -0.674635 0.192626 0.391379 0.304349 0.6526 0.6897 0.4119 nan nan
2459897 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.795109 -0.379739 2.619179 1.425086 -1.196829 0.412347 -0.401050 -0.160507 0.6599 0.6920 0.4026 nan nan
2459896 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.830006 -0.393797 2.652971 1.297464 -1.657174 0.630139 -0.388313 -0.164738 0.6634 0.6950 0.4016 nan nan
2459895 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 245.956460 247.214720 inf inf 6079.969636 5535.996723 1042.922523 983.437738 nan nan nan nan nan
2459894 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.990081 -0.676173 2.460985 1.338499 -0.395625 0.919210 -0.457180 -0.691670 0.6699 0.6918 0.3859 nan nan
2459893 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.125259 -0.544561 2.564413 1.345489 -0.956366 0.186551 -0.090638 -0.164943 0.6705 0.6979 0.3927 nan nan
2459892 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.030936 -0.605659 2.999892 1.502633 -1.536113 0.023670 -0.229143 -0.037432 0.6553 0.6903 0.4048 nan nan
2459890 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.051549 -0.569425 3.993314 1.883892 -0.269706 -0.139351 -0.630416 -0.842977 0.6596 0.6891 0.3992 nan nan
2459889 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.235738 -0.723418 2.788812 1.389688 -1.688110 0.433069 0.377433 0.500961 0.6684 0.6940 0.3946 nan nan
2459888 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.012676 -0.603349 3.549538 1.588069 -0.934962 -0.119755 0.812567 0.321472 0.6868 0.7136 0.3857 nan nan
2459887 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.982032 -0.530760 3.675127 1.503712 -1.066555 0.592398 -0.267769 -0.061068 0.6697 0.6956 0.3971 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -2.186029 -0.835560 2.927478 1.207948 20.382616 16.856600 3.484217 1.951180 0.7561 0.7594 0.3236 nan nan
2459885 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.819544 -0.528696 18.683025 6.809639 2.242316 -0.677144 7.286846 -0.214463 0.7270 0.7380 0.3451 nan nan
2459884 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 235.528887 234.578824 inf inf 4843.709661 4890.805348 14794.554209 15227.767156 nan nan nan nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.039883 -0.480438 19.685671 8.091400 1.191706 0.625792 0.197298 -0.407932 0.6778 0.6997 0.3802 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.829864 -0.236632 22.184613 7.955050 -0.057614 0.491334 1.913539 0.529370 0.7154 0.7430 0.3287 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.767543 -0.595580 18.190426 6.908854 0.739939 1.278693 -0.048008 -0.628645 0.6706 0.6967 0.3949 nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.118125 -0.331689 21.750313 8.036170 0.115878 1.366413 0.501580 -0.125532 0.6636 0.6952 0.3997 nan nan
2459876 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.843316 -0.499522 21.074570 8.403223 -0.267007 -0.550655 -0.568091 -0.101391 0.6999 0.7234 0.4015 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.670025 -0.685415 10.487873 4.028216 0.722068 -0.840452 0.522098 -0.280571 0.6791 0.6851 0.3944 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.056020 -0.561881 14.572985 6.052399 0.452024 -0.581401 -0.051358 -0.315699 0.6835 0.6882 0.3909 nan nan
2459872 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.077223 -0.400311 18.456118 7.429677 1.732095 -0.687423 1.045702 -0.079604 0.6840 0.6859 0.3972 nan nan
2459871 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459870 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459869 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.806729 21.045436 46.638875 48.218058 15.686521 22.887554 4.782177 4.334031 0.0334 0.0326 0.0010 nan nan
2459868 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 287.815907 287.838744 inf inf 6110.523069 6147.683189 5406.237224 5376.229640 nan nan nan nan nan
2459865 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.915621 22.049025 63.211345 66.409543 15.559926 23.897742 14.406547 12.099677 0.0299 0.0301 0.0004 nan nan
2459864 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.800984 0.880349 0.499087 1.242457 0.479657 -0.221662 0.808232 0.669394 0.6904 0.6805 0.4081 nan nan
2459863 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459862 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459861 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.257183 0.236638 -0.551803 0.449552 0.685079 -0.454746 -0.228525 -0.843991 0.7124 0.6858 0.4023 nan nan
2459859 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459858 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.549559 0.120145 0.289377 0.811085 -0.064193 -0.139702 1.469348 0.592666 0.7351 0.7011 0.4145 3.758491 2.999466
2459857 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.572014 22.531467 5.908508 6.193661 113.142692 182.986416 54.810628 58.013109 0.7158 0.7052 0.4157 nan nan
2459856 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.170781 0.533410 -0.929779 0.140759 0.879593 -0.807032 1.731307 0.020021 0.7277 0.7167 0.4014 3.261980 2.801836
2459855 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.459938 75.060141 inf inf 4363.007952 4362.107851 4165.266388 4165.273726 0.0110 0.0117 0.0035 0.000000 0.000000
2459854 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.204586 1.248273 -0.757934 -0.324292 1.692955 0.159003 1.934643 0.060248 0.7301 0.7537 0.4399 3.061292 2.767086
2459853 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 257.056455 255.587081 inf inf 4628.718886 4950.294919 11262.209361 12864.011238 nan nan nan 0.000000 0.000000
2459852 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.305984 2.039771 -0.788936 -0.219649 1.110784 -1.110654 -0.717966 -0.365619 0.8377 0.8437 0.2373 4.888399 4.533217
2459851 RF_maintenance 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
2459850 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.213928 0.733764 -0.703624 -0.136304 0.358472 0.062255 -0.646461 -0.672278 0.7559 0.7721 0.3532 3.697153 3.370142
2459849 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.079098 0.878959 0.776502 -0.431353 0.954283 -0.826373 0.253906 -0.244422 0.7505 0.7643 0.3585 4.257563 3.873634
2459848 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.802096 1.538408 9.535124 4.524227 1.307349 0.017436 0.108716 -0.442184 0.7409 0.7710 0.3788 4.103840 3.552655
2459847 RF_maintenance 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
2459846 RF_maintenance 100.00% 25.64% 34.19% 0.00% 100.00% 0.00% 7.359668 6.708104 0.997587 0.332676 59.480079 60.049559 -0.527660 -0.696425 0.8103 0.5377 0.5286 4.428620 3.424823
2459845 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.944893 1.806102 13.285457 7.396275 2.096875 0.300381 1.809976 4.424653 0.7627 0.7616 0.3610 3.683038 2.756438
2459844 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 45.294535 51.675780 126.894996 118.764174 222.534772 207.207194 25.310002 44.873049 0.8871 0.6004 0.5969 nan nan
2459843 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.327451 1.013655 19.011593 2.425844 64.492526 77.549248 0.745992 -0.328534 0.0414 0.7619 0.5547 1.382529 4.687863
2459842 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.311694 0.519371 8.806101 -1.141681 -0.142561 0.307818 0.399386 0.262343 0.0364 0.7101 0.4807 1.223387 4.059926
2459841 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 14.051278 48.209650 3.683286 68.757694 3.918083 400.572118 3.815829 49.599965 0.0281 0.7600 0.2611 nan nan

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 148: 2459976

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 1.644466 0.039699 -1.255184 -0.598810 -0.629677 1.638744 1.644466 -0.817912 -0.809240

Antenna 148: 2459975

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
148 N15 digital_ok ee Temporal Variability 1.826946 -1.226354 0.126896 -0.676065 -0.691854 1.826946 1.641807 -0.010302 -0.704008

Antenna 148: 2459974

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
148 N15 digital_ok nn Temporal Variability 2.091768 -1.096158 0.128760 -0.711842 -0.746832 2.066253 2.091768 -0.581771 -1.174949

Antenna 148: 2459973

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
148 N15 digital_ok nn Temporal Variability 1.814376 -1.134009 0.150676 -0.768170 -0.590961 1.451173 1.814376 -0.728579 -0.955991

Antenna 148: 2459972

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
148 N15 digital_ok ee Temporal Variability 2.298649 -1.241198 -0.014757 -0.508743 -0.710536 2.298649 1.752093 -0.930816 -0.941523

Antenna 148: 2459971

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
148 N15 digital_ok ee Temporal Variability 2.203163 -1.208911 0.132491 -0.517598 -0.589422 2.203163 2.094121 -0.502782 -0.720086

Antenna 148: 2459970

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 1.619725 0.157248 -1.322965 -0.587459 -0.618169 1.533603 1.619725 -0.903023 -0.993563

Antenna 148: 2459969

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
148 N15 digital_ok nn Temporal Variability 2.054462 -1.388374 0.002377 -0.672072 -0.601188 1.244884 2.054462 -0.966638 -1.082448

Antenna 148: 2459968

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
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459967

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
148 N15 digital_ok ee Temporal Variability 2.011133 -1.414405 -0.086680 -0.613140 -0.807386 2.011133 1.507316 -0.613610 -0.653352

Antenna 148: 2459966

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Temporal Variability 2.163658 0.024279 -1.421018 -0.751604 -0.720550 2.163658 2.104851 -0.686518 0.188268

Antenna 148: 2459965

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Temporal Variability 1.590385 0.013992 -1.380692 -0.611088 -0.590612 1.590385 1.523884 -0.874080 0.565857

Antenna 148: 2459962

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Power inf 254.505014 254.142014 inf inf 4343.780375 4343.567446 474.301030 474.911710

Antenna 148: 2459961

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459960

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Power inf 181.789353 181.379226 inf inf 3752.595145 3779.743056 1481.519614 1562.749448

Antenna 148: 2459959

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
148 N15 digital_ok ee Temporal Variability 2.432779 -1.048376 0.737050 -0.308662 -0.400477 2.432779 1.616285 -0.748357 -0.672150

Antenna 148: 2459958

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 2.124452 0.233359 -1.422018 -0.574027 -0.486446 1.357178 2.124452 -0.144350 0.027997

Antenna 148: 2459957

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 1.948430 0.159763 -1.322613 -0.732481 -0.649824 1.472974 1.948430 -0.726256 -0.643150

Antenna 148: 2459956

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 1.514090 1.038236 -0.906758 -0.536030 -0.471023 1.351269 1.514090 -0.889390 -0.313235

Antenna 148: 2459955

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
148 N15 digital_ok ee Temporal Variability 2.303426 -1.333011 -0.022935 -0.520455 -0.618543 2.303426 1.184691 -0.433337 -0.614288

Antenna 148: 2459954

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 1.852601 0.105991 -1.375719 -0.530227 -0.598311 1.323136 1.852601 -0.213119 -0.045722

Antenna 148: 2459953

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 1.940059 0.080414 -1.286649 -0.559241 -0.568678 0.995926 1.940059 -0.758223 -0.071289

Antenna 148: 2459952

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Temporal Variability 1.317505 0.099441 -1.388132 -0.521152 -0.646733 1.317505 1.218366 -0.604524 -0.150266

Antenna 148: 2459951

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Temporal Variability 1.790661 -0.027416 -0.959549 -0.702827 -0.732149 1.790661 1.138771 -0.667353 -0.512478

Antenna 148: 2459950

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Temporal Variability 2.496666 0.206514 -1.085418 -0.849139 -0.803685 2.496666 1.272288 -1.063959 -0.694299

Antenna 148: 2459949

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
148 N15 digital_ok nn Temporal Variability 2.027898 -1.282869 0.085252 -0.742965 -0.654839 1.392712 2.027898 -0.369650 -0.693677

Antenna 148: 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
148 N15 digital_ok ee Temporal Variability 12.243321 -1.351362 0.012434 -0.994264 -0.841804 12.243321 8.990621 -0.039477 -0.111978

Antenna 148: 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
148 N15 digital_ok ee Power 2.904271 -0.294493 -2.141065 1.446957 2.904271 1.541443 -0.480775 0.110738 1.148519

Antenna 148: 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
148 N15 digital_ok ee Power 2.693435 -0.191060 -2.081340 1.608136 2.693435 1.991770 0.291910 -0.534365 -0.017969

Antenna 148: 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
148 N15 digital_ok ee Power 2.583540 -0.126274 -1.734827 1.482164 2.583540 1.956561 0.216845 -0.408208 0.332655

Antenna 148: 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
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Power 2.670746 0.026140 -1.747810 1.466705 2.670746 1.918499 -0.231424 -0.795413 -0.645534

Antenna 148: 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
148 N15 digital_ok ee Power 2.807352 -0.015756 -2.082735 1.517543 2.807352 2.197403 0.374491 -0.636421 -0.568694

Antenna 148: 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
148 N15 digital_ok ee Power 2.602683 -0.240342 -1.814815 1.590208 2.602683 1.981583 0.703655 -0.442209 -0.580283

Antenna 148: 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
148 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Temporal Discontinuties 4.157834 -0.160461 -2.022338 1.404124 2.380760 2.078956 0.214915 -0.437460 4.157834

Antenna 148: 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
148 N15 digital_ok ee Power 2.645701 0.015833 -1.595993 1.430963 2.645701 1.639339 0.130567 -0.376006 -0.550984

Antenna 148: 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
148 N15 digital_ok ee Temporal Discontinuties 6.590078 -1.820288 -0.317605 2.892060 1.537924 6.490119 1.428258 6.590078 0.637774

Antenna 148: 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
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Power 2.358290 -0.361185 -1.647362 1.418276 2.358290 1.372025 0.421141 -0.236785 -0.064114

Antenna 148: 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
148 N15 digital_ok ee Power 2.461847 -1.325878 -0.234258 2.461847 1.304036 0.701207 1.635528 -0.471065 -0.738731

Antenna 148: 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
148 N15 digital_ok ee Power 2.666679 -0.256183 -1.433085 1.369038 2.666679 1.135977 0.198452 -0.595955 -0.330632

Antenna 148: 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
148 N15 digital_ok ee Power 2.393534 0.203826 -1.576260 1.279588 2.393534 -0.024620 0.314546 -0.000179 0.038352

Antenna 148: 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
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Temporal Variability 64.191276 1.824164 -0.244319 5.214305 1.403475 64.191276 0.945461 21.678185 -0.685134

Antenna 148: 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
148 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Power 3.191452 -0.353808 -1.711251 1.661706 3.191452 0.930503 0.132068 -0.273085 -0.275921

Antenna 148: 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
148 N15 digital_ok ee Power 2.586436 0.326964 -1.017794 1.268602 2.586436 -0.100627 0.593138 0.317714 0.611562

Antenna 148: 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
148 N15 digital_ok nn Power inf 220.779174 220.708023 inf inf 1917.829902 1918.412237 406.257202 407.069291

Antenna 148: 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
148 N15 digital_ok ee Power inf 104.465129 104.851383 inf inf 3761.078669 3931.481162 309.581504 310.189234

Antenna 148: 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
148 N15 digital_ok ee Power inf 129.081051 138.466732 inf inf 3893.922009 4214.925835 2580.383224 2515.293546

Antenna 148: 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
148 N15 digital_ok nn Power inf 246.087398 246.011792 inf inf 3245.757579 3294.555854 969.706516 993.831341

Antenna 148: 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
148 N15 digital_ok ee Power 2.205189 -0.425090 -1.986899 1.242218 2.205189 0.501015 0.450102 -0.502030 -0.433112

Antenna 148: 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
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Shape 9.402795 -0.035623 9.402795 1.302487 7.241834 1.660823 7.119285 -0.192173 0.658747

Antenna 148: 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
148 N15 digital_ok ee Shape 10.123488 10.123488 -0.072343 8.381942 1.346831 9.140671 1.863601 0.619327 -0.184361

Antenna 148: 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
148 N15 digital_ok ee Shape 11.485228 -0.017156 11.485228 1.228440 8.579357 1.959446 7.091391 -0.256116 1.931893

Antenna 148: 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
148 N15 digital_ok ee Shape 9.619819 -0.457174 9.619819 1.614244 8.771337 -0.329703 4.797463 -0.528328 0.281202

Antenna 148: 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
148 N15 digital_ok ee Temporal Variability 77.988672 0.899094 0.076401 5.281637 1.217679 77.988672 1.845554 3.661475 -0.198094

Antenna 148: 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
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 digital_ok ee Power 3.346133 -2.296083 -0.249969 3.346133 1.595240 0.020198 1.027015 2.164535 1.089340

Antenna 148: 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
148 N15 digital_ok ee Power 2.829560 -0.140842 -1.593518 1.523029 2.829560 1.145480 0.593737 0.050448 0.984946

Antenna 148: 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
148 N15 digital_ok ee Power 2.414530 -0.187372 -1.761320 1.524354 2.414530 0.722498 0.421009 -0.273511 -0.691682

Antenna 148: 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
148 N15 digital_ok ee Power 2.480712 -0.123214 -1.726711 1.385526 2.480712 1.543935 0.256044 -0.804269 -0.772502

Antenna 148: 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
148 N15 digital_ok ee Power 2.432286 -0.171677 -1.634023 1.311954 2.432286 1.612654 -0.318959 -0.661323 -0.554826

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.350927 -0.011234 -1.623449 1.332154 2.350927 1.234151 0.103784 -0.369671 -0.265407

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.244785 -1.708062 -0.014284 2.244785 1.319977 -0.560470 0.808167 -0.458381 -0.297378

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.385660 -0.054431 -1.657184 1.364057 2.385660 0.910719 -0.340537 -0.191182 -0.429980

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.558052 -0.188019 -1.881839 1.329719 2.558052 1.461597 0.066072 -0.217720 -0.673648

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.627561 -0.117028 -1.613190 1.366655 2.627561 1.314526 -0.924316 -0.591523 -0.637445

Antenna 148: 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
148 N15 RF_maintenance ee Temporal Discontinuties 3.230633 -0.322241 -1.817022 1.521502 2.934474 0.599369 -0.498879 -0.331241 3.230633

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.820360 -0.350562 -1.789705 1.403248 2.820360 0.659964 -0.874900 0.130539 0.012499

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.849238 -1.697442 -0.087672 2.849238 1.318827 -0.438217 0.669112 0.120630 -0.324249

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.794205 -1.813991 -0.122120 2.794205 1.385111 -1.122007 1.199691 0.455923 -0.270420

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.881505 -1.844698 -0.044337 2.881505 1.408476 -0.162397 1.886658 -0.023828 -0.278442

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.716420 -0.391639 -1.786458 1.321827 2.716420 0.192626 -0.674635 0.304349 0.391379

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.619179 -0.379739 -1.795109 1.425086 2.619179 0.412347 -1.196829 -0.160507 -0.401050

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.652971 -0.393797 -1.830006 1.297464 2.652971 0.630139 -1.657174 -0.164738 -0.388313

Antenna 148: 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
148 N15 RF_maintenance ee Power inf 245.956460 247.214720 inf inf 6079.969636 5535.996723 1042.922523 983.437738

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.460985 -0.676173 -1.990081 1.338499 2.460985 0.919210 -0.395625 -0.691670 -0.457180

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.564413 -2.125259 -0.544561 2.564413 1.345489 -0.956366 0.186551 -0.090638 -0.164943

Antenna 148: 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
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.999892 -2.030936 -0.605659 2.999892 1.502633 -1.536113 0.023670 -0.229143 -0.037432

Antenna 148: 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
148 N15 RF_maintenance ee Power 3.993314 -0.569425 -2.051549 1.883892 3.993314 -0.139351 -0.269706 -0.842977 -0.630416

Antenna 148: 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
148 N15 RF_maintenance ee Power 2.788812 -2.235738 -0.723418 2.788812 1.389688 -1.688110 0.433069 0.377433 0.500961

Antenna 148: 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
148 N15 RF_maintenance ee Power 3.549538 -0.603349 -2.012676 1.588069 3.549538 -0.119755 -0.934962 0.321472 0.812567

Antenna 148: 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
148 N15 RF_maintenance ee Power 3.675127 -0.530760 -1.982032 1.503712 3.675127 0.592398 -1.066555 -0.061068 -0.267769

Antenna 148: 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
148 N15 RF_maintenance ee Temporal Variability 20.382616 -2.186029 -0.835560 2.927478 1.207948 20.382616 16.856600 3.484217 1.951180

Antenna 148: 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
148 N15 RF_maintenance ee Power 18.683025 -0.528696 -1.819544 6.809639 18.683025 -0.677144 2.242316 -0.214463 7.286846

Antenna 148: 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
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 RF_maintenance nn Power inf 234.578824 235.528887 inf inf 4890.805348 4843.709661 15227.767156 14794.554209

Antenna 148: 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
148 N15 RF_maintenance ee Power 19.685671 -0.480438 -1.039883 8.091400 19.685671 0.625792 1.191706 -0.407932 0.197298

Antenna 148: 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
148 N15 RF_maintenance ee Power 22.184613 -0.236632 -0.829864 7.955050 22.184613 0.491334 -0.057614 0.529370 1.913539

Antenna 148: 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
148 N15 RF_maintenance ee Power 18.190426 -0.595580 -0.767543 6.908854 18.190426 1.278693 0.739939 -0.628645 -0.048008

Antenna 148: 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
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 RF_maintenance ee Power 21.750313 -0.331689 0.118125 8.036170 21.750313 1.366413 0.115878 -0.125532 0.501580

Antenna 148: 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
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 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
148 N15 RF_maintenance ee Power 21.074570 -1.843316 -0.499522 21.074570 8.403223 -0.267007 -0.550655 -0.568091 -0.101391

Antenna 148: 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
148 N15 RF_maintenance ee Power 10.487873 -1.670025 -0.685415 10.487873 4.028216 0.722068 -0.840452 0.522098 -0.280571

Antenna 148: 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
148 N15 RF_maintenance ee Power 14.572985 -1.056020 -0.561881 14.572985 6.052399 0.452024 -0.581401 -0.051358 -0.315699
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