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 = "206"
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 206 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 158 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 155 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 206, Node N19:

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)
2459975 RF_ok 100.00% 0.00% 0.00% 0.00% - - -1.243653 7.369254 -0.905316 1.952128 6.353314 4.208903 -0.799958 -0.129730 0.6060 0.5154 0.3992 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.972193 2.650448 1.771768 -0.972858 13.573020 0.086375 0.758962 4.310209 0.6267 0.6109 0.3764 nan nan
2459973 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.126997 2.791850 1.755310 -1.112064 10.101471 -0.339185 0.969817 3.719228 0.6275 0.6102 0.3809 nan nan
2459972 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.770486 2.758333 2.751478 -0.611026 7.800316 0.896448 -1.409027 2.888993 0.6226 0.6049 0.3795 nan nan
2459971 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.744837 2.741664 2.605326 -0.715555 6.047652 0.644669 -1.112860 3.247757 0.6256 0.6089 0.3775 nan nan
2459970 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.007007 3.206529 2.636992 -0.620854 8.802728 0.331935 -1.586451 3.085308 0.6275 0.6095 0.3774 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.680327 3.361356 1.321865 -0.690869 8.811575 -0.003775 0.343376 3.390183 0.6327 0.6154 0.3765 nan nan
2459968 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.222444 2.662651 2.518764 -0.642764 16.356819 -0.010392 2.949618 -0.715149 0.7494 0.7402 0.2460 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.015644 1.540995 3.144952 -0.414676 5.137172 -0.079381 -1.140035 3.052412 0.6339 0.6283 0.3701 nan nan
2459966 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.353378 1.923021 3.107642 -0.537246 4.196299 0.073186 -1.215859 4.356851 0.6307 0.6238 0.3709 nan nan
2459965 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.790409 1.801352 2.554240 -0.644485 6.661979 -0.475161 -0.646634 2.857896 0.6379 0.6312 0.3605 nan nan
2459964 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.613351 1.086144 2.746875 -0.754138 10.678233 -0.480495 1.987438 1.275661 0.6874 0.6866 0.3136 nan nan
2459963 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.190359 0.871341 2.012705 0.144868 0.333897 0.805163 1.155020 -0.101782 0.7074 0.7020 0.2557 nan nan
2459962 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.897059 2.829758 3.048500 0.196263 2.193540 0.149803 1.008408 -0.420084 0.6746 0.6673 0.3306 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.115244 1.980427 2.967966 -0.641052 1.992915 -1.391054 2.316903 -0.624160 0.7601 0.7488 0.2249 nan nan
2459960 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.353700 1.172154 3.245468 -0.600393 10.293293 -0.979633 1.160499 0.832857 0.6447 0.6359 0.3321 nan nan
2459959 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.013354 1.089911 3.335940 -1.093545 10.063804 -0.493005 -0.968987 5.115469 0.6308 0.6226 0.3665 nan nan
2459958 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.199467 1.270764 3.021144 -0.638272 4.774408 -0.573013 -1.116501 4.423058 0.6319 0.6218 0.3769 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.598415 1.373898 2.841335 -0.529092 11.516716 -0.207515 -0.884320 5.986327 0.6356 0.6304 0.3766 nan nan
2459956 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.530939 1.771349 3.014996 0.174534 4.453417 5.962323 2.872374 0.287913 0.6780 0.6724 0.3143 nan nan
2459955 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.504543 1.108805 2.737283 -0.501000 7.303838 -0.313015 -0.775132 4.998274 0.6330 0.6300 0.3772 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.519660 1.647158 2.523098 -0.328610 16.449356 -0.165777 -1.569611 4.913473 0.6313 0.6290 0.3834 nan nan
2459953 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.381530 1.320264 2.482683 -0.506293 11.882989 -0.517436 -0.640406 3.557799 0.6371 0.6363 0.3762 nan nan
2459952 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.825179 1.577067 1.808511 -0.459987 11.120000 -0.430572 -1.878363 4.069237 0.6400 0.6389 0.3802 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.984836 1.299746 0.831158 -0.869545 3.823010 -0.703041 2.232649 3.819266 0.6431 0.6445 0.3788 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.349328 1.363932 0.902474 -0.782078 2.620742 -0.820430 4.181332 1.966005 0.6438 0.6474 0.3872 nan nan
2459949 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.240768 1.488903 0.970833 -1.042225 0.587498 -0.709116 -0.250285 2.322179 0.6353 0.6315 0.3856 nan nan
2459948 RF_ok 100.00% 0.00% 0.11% 0.00% - - 1.043936 1.050030 1.277239 -1.422152 1.517655 11.462471 -0.290367 28.151708 0.6603 0.6584 0.3655 nan nan
2459947 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.387625 2.309115 0.605828 -0.346381 1.145020 -1.053289 -0.040895 -0.351897 0.6710 0.6593 0.3530 nan nan
2459946 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.402186 3.506735 1.975794 -1.136404 13.446251 -0.535702 -2.440875 7.429456 0.6474 0.6276 0.3850 nan nan
2459945 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.244017 3.329967 1.463206 -1.303943 12.683343 -0.488531 -1.116901 3.905826 0.6527 0.6305 0.3860 nan nan
2459944 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.472529 3.191862 1.076378 -1.220814 10.732400 -0.612727 0.075061 3.397073 0.6529 0.6352 0.3842 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.046112 2.620040 0.760487 -1.105275 1.649219 -0.377584 1.403787 1.709892 0.6533 0.6404 0.3856 nan nan
2459942 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.523584 3.926777 1.017901 -1.113774 11.065250 -0.009296 0.725697 2.980569 0.6594 0.6334 0.3754 nan nan
2459941 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.120005 1.359156 1.588334 -1.129868 14.895308 -0.505184 -0.856071 5.035091 0.6428 0.6339 0.3954 nan nan
2459940 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.191768 0.698881 0.714262 -1.437754 8.807425 -1.181472 -1.601421 5.930259 0.6483 0.6458 0.3957 nan nan
2459939 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.008042 0.648797 0.598282 -1.196772 0.339746 -1.175408 -0.383123 2.949692 0.6524 0.6507 0.3904 nan nan
2459938 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.070471 0.843243 0.747945 -1.154632 1.239700 -1.169238 1.197340 4.383664 0.6532 0.6536 0.3854 nan nan
2459937 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459936 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.994236 0.665470 2.463991 -1.056305 11.926049 -1.022656 2.678473 -1.278666 0.7892 0.7878 0.2006 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 13.569173 13.093499 1.014788 -0.851465 9.435508 0.787156 -1.137895 5.699657 0.5777 0.5673 0.3436 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 20.091309 19.581788 1.145136 -0.440753 0.312135 -1.055254 1.024655 3.664070 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.167700 15.898925 1.281729 -0.382910 1.071110 -1.262098 0.280883 3.325287 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.769484 18.215903 1.108122 -0.458316 0.053680 -0.978753 -1.999298 6.130331 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.380913 17.073722 1.028206 -0.459743 3.398321 -1.040680 0.685420 3.943526 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.595333 15.436637 1.050951 0.038935 2.879977 7.327461 -0.216998 1.681630 nan nan nan nan nan
2459929 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.790957 0.948072 0.257096 -0.619977 -0.384543 -0.981539 -0.226257 -0.860947 0.7342 0.7313 0.1861 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.525191 0.975116 1.130831 -1.328996 13.453613 -1.503691 -0.287830 4.829714 0.6510 0.6470 0.3838 nan nan
2459927 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.736595 0.845967 0.496035 -1.265700 -0.080775 -0.644774 -1.202189 0.528662 0.5945 0.5892 0.3329 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.054558 0.360737 -0.519459 -1.952846 -1.185836 -1.744459 -1.112572 -1.809259 0.7867 0.7934 0.2019 nan nan
2459925 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.433665 0.974947 0.481290 -1.713909 2.181052 -1.850023 -0.637997 -1.664056 0.7685 0.7528 0.2274 nan nan
2459924 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.656635 0.426045 0.202167 -1.603808 -0.884591 -1.890822 1.495140 0.136598 0.6675 0.6701 0.3680 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.365578 0.918398 1.086353 -1.593841 9.504960 -2.147722 1.457541 -1.586663 0.7111 0.7085 0.3369 nan nan
2459922 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.190133 1.143004 1.780190 -0.741964 13.592901 -1.306070 -1.110238 3.952913 0.6452 0.6375 0.4014 nan nan
2459921 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.022741 0.506836 0.462178 -1.186536 4.112667 -1.283472 -0.940172 5.719615 0.6346 0.6370 0.4213 nan nan
2459919 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.687349 0.800699 0.402207 -0.815197 1.883733 -1.309477 0.368804 4.762981 0.6400 0.6480 0.3854 nan nan
2459918 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.110275 1.396487 0.322829 -0.731662 9.912750 -1.129380 0.729564 4.327425 0.6524 0.6526 0.3906 nan nan
2459917 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.995348 0.846327 0.882153 -1.043486 5.531154 -1.377581 0.357806 6.317605 0.6959 0.6870 0.4494 nan nan
2459916 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.608047 0.819362 -0.334851 -1.037463 14.205823 -1.278241 1.029757 4.655846 0.6506 0.6617 0.3950 nan nan
2459915 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.971643 0.690594 1.068141 -0.846825 3.397767 -1.160227 -0.744755 1.510614 0.6963 0.6950 0.3602 nan nan
2459914 RF_ok 100.00% 0.00% 3.73% 0.00% - - 1.281693 1.173509 1.351309 -0.474860 2.065517 28.809350 0.528238 38.781172 0.7169 0.6896 0.3212 nan nan
2459913 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.610720 1.668913 1.116990 -0.852388 3.696237 -0.932926 -0.645705 5.749525 0.6754 0.6561 0.3981 nan nan
2459912 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.204912 1.042884 0.809884 -1.227423 1.179527 -1.813064 -1.783352 4.416088 0.6496 0.6506 0.3983 nan nan
2459911 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.918474 1.283812 0.681687 -1.025522 8.321553 -1.995210 0.517353 2.940339 0.6459 0.6462 0.4004 nan nan
2459910 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.752160 0.660050 0.111726 -1.077498 16.777580 -2.141267 2.605159 2.427213 0.6472 0.6546 0.4006 nan nan
2459909 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.707838 0.878327 -0.373378 -1.297588 13.809208 -1.951322 1.109950 3.700002 0.6429 0.6497 0.3978 nan nan
2459908 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.745584 0.658559 -0.940080 -1.233433 11.659792 -1.538992 1.888877 3.971096 0.6442 0.6642 0.3954 nan nan
2459907 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.755987 0.746281 -0.630314 -1.331270 18.017396 -1.637834 0.430367 2.871632 0.6434 0.6590 0.3942 nan nan
2459906 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.628262 0.674107 0.236076 -0.813980 15.146787 -1.013599 -0.827183 4.627684 0.6392 0.6514 0.3957 nan nan
2459905 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.257315 1.524454 0.784958 -0.864523 7.229940 -1.826475 0.310974 4.888480 0.6299 0.6374 0.3997 nan nan
2459904 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.191698 1.997792 -0.528692 -0.761316 15.546781 -1.100510 -0.702918 6.175064 0.6203 0.6375 0.3889 nan nan
2459903 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.364171 1.758464 -1.381112 -1.017445 6.527562 -1.185716 0.114826 5.306552 0.6200 0.6415 0.3948 nan nan
2459902 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.364559 1.681577 -0.567906 -0.736664 15.858870 -1.218453 1.009883 3.088867 0.6343 0.6463 0.3921 nan nan
2459901 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.552315 0.380693 -0.357031 -1.202246 24.999563 -1.326054 0.121497 3.286499 0.5879 0.6004 0.3414 nan nan
2459898 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.308115 0.341996 -0.908930 -1.183694 21.635537 -1.962896 -0.711781 5.252929 0.6354 0.6495 0.3967 nan nan
2459897 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.551340 0.435075 -0.897029 -1.020019 11.007044 -2.045390 1.341695 4.698012 0.6306 0.6455 0.3969 nan nan
2459896 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.408310 0.293342 -1.272591 -1.023440 10.452827 -2.753621 1.688096 2.741176 0.6302 0.6482 0.3959 nan nan
2459895 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.575620 1.161133 0.870424 -0.620371 18.673711 -1.759537 -0.778516 -1.470861 0.7498 0.7283 0.2671 nan nan
2459894 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.400633 0.599790 0.235307 -0.943220 20.208760 -2.317279 0.156834 4.162722 0.6517 0.6428 0.3876 nan nan
2459893 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.629391 0.302327 -1.381700 -1.208626 10.127413 -2.008726 -0.114514 4.035319 0.6442 0.6570 0.3833 nan nan
2459892 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.391075 0.331377 -1.256238 -1.257465 14.023453 -0.930277 0.834250 2.833352 0.6438 0.6592 0.3871 nan nan
2459891 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.258825 0.357973 -0.513626 -0.988215 21.877206 -2.522243 -0.169909 4.117081 0.6415 0.6530 0.3904 nan nan
2459890 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.642744 0.673457 1.363589 -0.925490 9.526168 -1.572623 0.901400 4.010809 0.6568 0.6476 0.3915 nan nan
2459889 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.501595 1.498696 0.208045 -1.005032 26.849576 -2.557180 -1.130123 4.928159 0.6566 0.6495 0.3834 nan nan
2459888 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.310439 0.330450 -0.720344 -0.911347 15.541708 -2.466162 0.599213 1.166276 0.6667 0.6704 0.3806 nan nan
2459887 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.456032 0.837129 -2.268045 -0.532164 7.523381 -2.497391 1.039636 0.465800 0.6486 0.6582 0.3858 nan nan
2459886 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.184541 1.039321 -1.507234 0.019517 2.063806 -1.283484 -1.572744 -0.771987 0.7457 0.7410 0.3214 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.551457 3.357928 23.094089 17.554922 17.749052 2.873890 9.674905 5.415368 0.7178 0.7008 0.3408 nan nan
2459884 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.281944 1.059045 0.491214 -0.857970 15.187232 -2.176689 0.676891 3.451882 0.6651 0.6486 0.3860 nan nan
2459883 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.250741 3.315240 20.302443 15.113577 15.994544 1.195644 4.364104 12.407649 0.6688 0.6574 0.3740 nan nan
2459882 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.117422 5.503314 28.322809 17.674069 7.197707 2.033303 1.355901 7.157440 0.6773 0.6560 0.3713 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.326901 2.344382 29.562742 20.374427 21.617898 3.498124 0.693262 15.146771 0.7139 0.7137 0.3197 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.336705 3.090963 21.700899 16.049659 17.797726 1.247085 4.461170 6.538424 0.6668 0.6603 0.3825 nan nan
2459879 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.086447 -0.084611 -2.529542 -2.724051 18.178323 -1.186594 -0.061121 4.867199 0.6419 0.6573 0.3904 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.478550 3.325770 22.726455 19.716556 29.791583 2.206781 1.652219 9.116249 0.6550 0.6617 0.3846 nan nan
2459839 RF_ok 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459830 RF_ok 100.00% 59.68% 59.68% 0.00% 100.00% 0.00% 25.011405 25.197804 6.058354 10.096862 29.323407 25.573349 28.125853 29.436153 0.3216 0.2234 0.2109 1.381618 1.393026
2459829 RF_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
2459828 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.337228 21.469948 0.562135 6.837186 9.298003 10.607351 56.062376 69.125696 0.7715 0.5056 0.5605 0.000000 0.000000
2459827 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.269016 22.945236 3.880272 11.369344 5.144116 10.232401 18.603296 25.624266 0.7038 0.6374 0.4262 0.000000 0.000000
2459826 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.781516 19.179917 3.475008 10.237495 13.900493 13.801700 32.753251 34.075347 0.7715 0.5320 0.5311 5.520921 5.037990
2459825 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 20.696986 21.259775 4.418166 7.564147 5.973616 7.729504 4.544514 4.626343 0.7781 0.5422 0.5315 3.605243 2.824392
2459824 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.549767 19.516348 4.797792 9.995817 9.612079 8.268569 25.455486 29.368401 0.6587 0.6923 0.3780 0.000000 0.000000
2459823 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.868102 18.657007 3.727173 9.171156 7.771865 11.408617 1.822391 3.740808 0.7183 0.5980 0.4738 4.106594 4.200779
2459822 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.664737 20.332316 1.245252 9.325556 5.019251 9.230195 8.871910 6.924499 0.7670 0.5685 0.5103 3.067055 2.684325
2459821 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.001821 23.592593 1.274262 9.457207 3.873586 7.662171 5.114122 3.229174 0.7524 0.5650 0.5137 3.050127 2.825174
2459820 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.893740 23.812514 1.348629 9.969155 14.690327 15.739889 41.298129 42.511496 0.7012 0.6374 0.4408 3.797979 3.981691
2459817 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.625061 21.383960 1.166149 7.621510 5.358976 12.126937 5.527599 5.643704 0.7592 0.5945 0.5257 3.229410 3.044990
2459816 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.475116 18.063730 4.537035 10.649577 12.947028 17.532493 34.543741 40.290342 0.8244 0.5528 0.6126 3.703507 3.102331
2459815 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.859239 19.406050 2.652168 8.600024 9.263705 16.900467 35.904957 39.077260 0.7523 0.6079 0.5205 2.898272 2.942432
2459814 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_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

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 206: 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
206 N19 RF_ok nn Shape 7.369254 -1.243653 7.369254 -0.905316 1.952128 6.353314 4.208903 -0.799958 -0.129730

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 13.573020 1.972193 2.650448 1.771768 -0.972858 13.573020 0.086375 0.758962 4.310209

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 10.101471 2.126997 2.791850 1.755310 -1.112064 10.101471 -0.339185 0.969817 3.719228

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 7.800316 2.770486 2.758333 2.751478 -0.611026 7.800316 0.896448 -1.409027 2.888993

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 6.047652 2.744837 2.741664 2.605326 -0.715555 6.047652 0.644669 -1.112860 3.247757

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 8.802728 3.206529 3.007007 -0.620854 2.636992 0.331935 8.802728 3.085308 -1.586451

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 8.811575 1.680327 3.361356 1.321865 -0.690869 8.811575 -0.003775 0.343376 3.390183

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 16.356819 2.222444 2.662651 2.518764 -0.642764 16.356819 -0.010392 2.949618 -0.715149

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 5.137172 3.015644 1.540995 3.144952 -0.414676 5.137172 -0.079381 -1.140035 3.052412

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 4.356851 1.923021 3.353378 -0.537246 3.107642 0.073186 4.196299 4.356851 -1.215859

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 6.661979 1.801352 2.790409 -0.644485 2.554240 -0.475161 6.661979 2.857896 -0.646634

Antenna 206: 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
206 N19 RF_ok ee Power 3.048500 2.829758 1.897059 0.196263 3.048500 0.149803 2.193540 -0.420084 1.008408

Antenna 206: 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
206 N19 RF_ok ee Power 2.967966 1.980427 2.115244 -0.641052 2.967966 -1.391054 1.992915 -0.624160 2.316903

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 10.293293 1.172154 3.353700 -0.600393 3.245468 -0.979633 10.293293 0.832857 1.160499

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 10.063804 4.013354 1.089911 3.335940 -1.093545 10.063804 -0.493005 -0.968987 5.115469

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 4.774408 1.270764 3.199467 -0.638272 3.021144 -0.573013 4.774408 4.423058 -1.116501

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.516716 1.373898 2.598415 -0.529092 2.841335 -0.207515 11.516716 5.986327 -0.884320

Antenna 206: 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
206 N19 RF_ok nn Temporal Variability 5.962323 1.771349 2.530939 0.174534 3.014996 5.962323 4.453417 0.287913 2.872374

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 7.303838 2.504543 1.108805 2.737283 -0.501000 7.303838 -0.313015 -0.775132 4.998274

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 16.449356 1.647158 2.519660 -0.328610 2.523098 -0.165777 16.449356 4.913473 -1.569611

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.882989 1.320264 2.381530 -0.506293 2.482683 -0.517436 11.882989 3.557799 -0.640406

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.120000 1.577067 1.825179 -0.459987 1.808511 -0.430572 11.120000 4.069237 -1.878363

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 3.823010 1.299746 0.984836 -0.869545 0.831158 -0.703041 3.823010 3.819266 2.232649

Antenna 206: 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
206 N19 RF_ok ee Temporal Discontinuties 4.181332 1.363932 1.349328 -0.782078 0.902474 -0.820430 2.620742 1.966005 4.181332

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 2.322179 1.240768 1.488903 0.970833 -1.042225 0.587498 -0.709116 -0.250285 2.322179

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 28.151708 1.043936 1.050030 1.277239 -1.422152 1.517655 11.462471 -0.290367 28.151708

Antenna 206: 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
206 N19 RF_ok nn Shape 2.309115 2.309115 1.387625 -0.346381 0.605828 -1.053289 1.145020 -0.351897 -0.040895

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 13.446251 3.506735 2.402186 -1.136404 1.975794 -0.535702 13.446251 7.429456 -2.440875

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 12.683343 3.329967 2.244017 -1.303943 1.463206 -0.488531 12.683343 3.905826 -1.116901

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 10.732400 1.472529 3.191862 1.076378 -1.220814 10.732400 -0.612727 0.075061 3.397073

Antenna 206: 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
206 N19 RF_ok nn Shape 2.620040 2.620040 1.046112 -1.105275 0.760487 -0.377584 1.649219 1.709892 1.403787

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.065250 3.926777 1.523584 -1.113774 1.017901 -0.009296 11.065250 2.980569 0.725697

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 14.895308 1.359156 2.120005 -1.129868 1.588334 -0.505184 14.895308 5.035091 -0.856071

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 8.807425 0.698881 1.191768 -1.437754 0.714262 -1.181472 8.807425 5.930259 -1.601421

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 2.949692 0.648797 1.008042 -1.196772 0.598282 -1.175408 0.339746 2.949692 -0.383123

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 4.383664 0.843243 1.070471 -1.154632 0.747945 -1.169238 1.239700 4.383664 1.197340

Antenna 206: 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
206 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.926049 0.994236 0.665470 2.463991 -1.056305 11.926049 -1.022656 2.678473 -1.278666

Antenna 206: 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
206 N19 RF_ok ee Shape 13.569173 13.093499 13.569173 -0.851465 1.014788 0.787156 9.435508 5.699657 -1.137895

Antenna 206: 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
206 N19 RF_ok ee Shape 20.091309 20.091309 19.581788 1.145136 -0.440753 0.312135 -1.055254 1.024655 3.664070

Antenna 206: 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
206 N19 RF_ok ee Shape 16.167700 15.898925 16.167700 -0.382910 1.281729 -1.262098 1.071110 3.325287 0.280883

Antenna 206: 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
206 N19 RF_ok ee Shape 18.769484 18.215903 18.769484 -0.458316 1.108122 -0.978753 0.053680 6.130331 -1.999298

Antenna 206: 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
206 N19 RF_ok ee Shape 17.380913 17.380913 17.073722 1.028206 -0.459743 3.398321 -1.040680 0.685420 3.943526

Antenna 206: 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
206 N19 RF_ok ee Shape 15.595333 15.595333 15.436637 1.050951 0.038935 2.879977 7.327461 -0.216998 1.681630

Antenna 206: 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
206 N19 RF_ok ee Shape 1.790957 0.948072 1.790957 -0.619977 0.257096 -0.981539 -0.384543 -0.860947 -0.226257

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 13.453613 0.975116 1.525191 -1.328996 1.130831 -1.503691 13.453613 4.829714 -0.287830

Antenna 206: 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
206 N19 RF_ok ee Shape 1.736595 0.845967 1.736595 -1.265700 0.496035 -0.644774 -0.080775 0.528662 -1.202189

Antenna 206: 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
206 N19 RF_ok nn Shape 0.360737 0.360737 -0.054558 -1.952846 -0.519459 -1.744459 -1.185836 -1.809259 -1.112572

Antenna 206: 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
206 N19 RF_ok ee Shape 2.433665 2.433665 0.974947 0.481290 -1.713909 2.181052 -1.850023 -0.637997 -1.664056

Antenna 206: 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
206 N19 RF_ok ee Temporal Discontinuties 1.495140 0.656635 0.426045 0.202167 -1.603808 -0.884591 -1.890822 1.495140 0.136598

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 9.504960 0.918398 1.365578 -1.593841 1.086353 -2.147722 9.504960 -1.586663 1.457541

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 13.592901 1.143004 2.190133 -0.741964 1.780190 -1.306070 13.592901 3.952913 -1.110238

Antenna 206: 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
206 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 5.719615 0.506836 1.022741 -1.186536 0.462178 -1.283472 4.112667 5.719615 -0.940172

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 4.762981 0.687349 0.800699 0.402207 -0.815197 1.883733 -1.309477 0.368804 4.762981

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 9.912750 1.396487 1.110275 -0.731662 0.322829 -1.129380 9.912750 4.327425 0.729564

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 6.317605 0.846327 0.995348 -1.043486 0.882153 -1.377581 5.531154 6.317605 0.357806

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 14.205823 0.608047 0.819362 -0.334851 -1.037463 14.205823 -1.278241 1.029757 4.655846

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 3.397767 0.971643 0.690594 1.068141 -0.846825 3.397767 -1.160227 -0.744755 1.510614

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 38.781172 1.281693 1.173509 1.351309 -0.474860 2.065517 28.809350 0.528238 38.781172

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 5.749525 1.668913 1.610720 -0.852388 1.116990 -0.932926 3.696237 5.749525 -0.645705

Antenna 206: 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
206 N19 RF_ok nn Temporal Discontinuties 4.416088 1.042884 1.204912 -1.227423 0.809884 -1.813064 1.179527 4.416088 -1.783352

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 8.321553 1.283812 0.918474 -1.025522 0.681687 -1.995210 8.321553 2.940339 0.517353

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 16.777580 0.660050 0.752160 -1.077498 0.111726 -2.141267 16.777580 2.427213 2.605159

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 13.809208 0.878327 0.707838 -1.297588 -0.373378 -1.951322 13.809208 3.700002 1.109950

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.659792 0.745584 0.658559 -0.940080 -1.233433 11.659792 -1.538992 1.888877 3.971096

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 18.017396 0.746281 0.755987 -1.331270 -0.630314 -1.637834 18.017396 2.871632 0.430367

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 15.146787 0.674107 0.628262 -0.813980 0.236076 -1.013599 15.146787 4.627684 -0.827183

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 7.229940 1.524454 1.257315 -0.864523 0.784958 -1.826475 7.229940 4.888480 0.310974

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 15.546781 1.997792 1.191698 -0.761316 -0.528692 -1.100510 15.546781 6.175064 -0.702918

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 6.527562 1.758464 1.364171 -1.017445 -1.381112 -1.185716 6.527562 5.306552 0.114826

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 15.858870 1.364559 1.681577 -0.567906 -0.736664 15.858870 -1.218453 1.009883 3.088867

Antenna 206: 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
206 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 24.999563 0.552315 0.380693 -0.357031 -1.202246 24.999563 -1.326054 0.121497 3.286499

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 21.635537 0.341996 0.308115 -1.183694 -0.908930 -1.962896 21.635537 5.252929 -0.711781

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 11.007044 0.435075 0.551340 -1.020019 -0.897029 -2.045390 11.007044 4.698012 1.341695

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 10.452827 0.293342 0.408310 -1.023440 -1.272591 -2.753621 10.452827 2.741176 1.688096

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 18.673711 0.575620 1.161133 0.870424 -0.620371 18.673711 -1.759537 -0.778516 -1.470861

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 20.208760 0.599790 0.400633 -0.943220 0.235307 -2.317279 20.208760 4.162722 0.156834

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 10.127413 0.629391 0.302327 -1.381700 -1.208626 10.127413 -2.008726 -0.114514 4.035319

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 14.023453 0.331377 0.391075 -1.257465 -1.256238 -0.930277 14.023453 2.833352 0.834250

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 21.877206 0.258825 0.357973 -0.513626 -0.988215 21.877206 -2.522243 -0.169909 4.117081

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 9.526168 0.673457 0.642744 -0.925490 1.363589 -1.572623 9.526168 4.010809 0.901400

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 26.849576 0.501595 1.498696 0.208045 -1.005032 26.849576 -2.557180 -1.130123 4.928159

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 15.541708 0.330450 0.310439 -0.911347 -0.720344 -2.466162 15.541708 1.166276 0.599213

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 7.523381 0.837129 0.456032 -0.532164 -2.268045 -2.497391 7.523381 0.465800 1.039636

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 2.063806 -0.184541 1.039321 -1.507234 0.019517 2.063806 -1.283484 -1.572744 -0.771987

Antenna 206: 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
206 N19 RF_ok ee Power 23.094089 3.357928 2.551457 17.554922 23.094089 2.873890 17.749052 5.415368 9.674905

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 15.187232 1.059045 0.281944 -0.857970 0.491214 -2.176689 15.187232 3.451882 0.676891

Antenna 206: 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
206 N19 RF_ok ee Power 20.302443 3.315240 2.250741 15.113577 20.302443 1.195644 15.994544 12.407649 4.364104

Antenna 206: 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
206 N19 RF_ok ee Power 28.322809 5.503314 4.117422 17.674069 28.322809 2.033303 7.197707 7.157440 1.355901

Antenna 206: 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
206 N19 RF_ok ee Power 29.562742 2.344382 2.326901 20.374427 29.562742 3.498124 21.617898 15.146771 0.693262

Antenna 206: 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
206 N19 RF_ok ee Power 21.700899 3.090963 2.336705 16.049659 21.700899 1.247085 17.797726 6.538424 4.461170

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 18.178323 -0.084611 -0.086447 -2.724051 -2.529542 -1.186594 18.178323 4.867199 -0.061121

Antenna 206: 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
206 N19 RF_ok ee Temporal Variability 29.791583 3.325770 2.478550 19.716556 22.726455 2.206781 29.791583 9.116249 1.652219

Antenna 206: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
206 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 206: 2459830

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
206 N19 RF_ok nn Temporal Discontinuties 29.436153 25.011405 25.197804 6.058354 10.096862 29.323407 25.573349 28.125853 29.436153

Antenna 206: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
206 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 206: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
206 N19 RF_ok nn Temporal Discontinuties 69.125696 21.469948 21.337228 6.837186 0.562135 10.607351 9.298003 69.125696 56.062376

Antenna 206: 2459827

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
206 N19 RF_ok nn Temporal Discontinuties 25.624266 23.269016 22.945236 3.880272 11.369344 5.144116 10.232401 18.603296 25.624266
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