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 = "223"
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 223 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 223, 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 0.00% 0.00% 0.00% 0.00% - - -1.240835 -0.037269 -1.574875 0.288161 -0.301433 -0.663969 0.702999 2.072773 0.5945 0.6352 0.3947 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.895235 1.428818 -1.657616 0.236120 0.066522 3.663912 1.298212 5.235849 0.6002 0.6339 0.3883 nan nan
2459973 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459972 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.809302 1.762264 -1.395972 0.982415 -0.042452 -0.286153 -0.320332 -0.285695 0.5937 0.6299 0.3913 nan nan
2459971 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.941421 1.618700 -1.374884 0.784575 0.442430 -0.155889 0.747079 0.223864 0.5951 0.6324 0.3884 nan nan
2459970 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.272225 1.553018 -1.236100 -0.329849 0.281707 26.813655 1.039344 5.799238 0.5991 0.6212 0.3841 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.146296 1.710979 -1.300703 0.400574 0.069943 27.212632 1.628023 2.320532 0.6088 0.6333 0.3860 nan nan
2459968 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.296766 2.283685 -1.038397 1.475736 0.116659 0.618346 -0.922827 1.018919 0.7345 0.7394 0.2564 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.815077 1.206523 -1.305080 0.447427 0.307374 26.325055 0.283304 2.874478 0.6069 0.6318 0.3775 nan nan
2459966 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.969430 1.972097 -1.214055 1.056579 0.539776 -0.216109 0.215338 0.579721 0.6030 0.6389 0.3847 nan nan
2459965 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.716430 1.898314 -1.253995 0.824668 0.243890 -0.520760 -0.265581 0.000845 0.6116 0.6462 0.3750 nan nan
2459964 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.992229 1.134074 -1.531539 0.912974 -0.312069 -0.525214 -0.604781 0.397168 0.6709 0.6885 0.3195 nan nan
2459963 RF_ok 100.00% 100.00% 100.00% 0.00% - - 195.031973 195.049054 inf inf 2266.155907 2279.027302 253.742015 260.160843 nan nan nan nan nan
2459962 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.195108 1.484156 -1.814438 1.437568 -1.546086 1.427978 -1.300049 0.324467 0.6511 0.6823 0.3378 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.414020 2.281749 -1.165588 -0.808882 -1.476148 0.776911 -0.916532 -1.198265 0.7466 0.7306 0.2230 nan nan
2459960 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.886769 1.124170 -1.192256 -0.958565 -0.186089 -0.134704 -0.520148 0.875331 0.6187 0.6208 0.3161 nan nan
2459959 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459958 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.986826 1.156421 -1.192634 -1.193390 0.200475 -0.874950 -0.137103 3.701164 0.5985 0.6073 0.3684 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.883027 1.224902 -1.188047 -1.250633 0.086735 -0.590667 0.450593 6.024533 0.6078 0.6185 0.3730 nan nan
2459956 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.534600 2.285689 -0.952784 0.097124 1.099164 31.195036 -0.708956 1.103358 0.6593 0.6621 0.3124 nan nan
2459955 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.660929 0.887828 -1.104352 -1.082872 0.076207 -0.896850 0.477742 11.171624 0.6047 0.6294 0.3803 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.964943 1.207064 -0.821335 -0.906705 -0.162466 -1.013803 -0.125254 14.126880 0.6054 0.6305 0.3885 nan nan
2459953 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.905981 1.156622 -1.094175 -1.128476 -0.036933 -1.114080 -0.489726 9.886893 0.6110 0.6371 0.3839 nan nan
2459952 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.987968 1.329359 -0.958636 -0.996723 -0.533439 -1.011847 0.200100 11.070142 0.6167 0.6420 0.3869 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.691267 1.509918 -1.505403 0.014677 -0.501740 5.122532 0.145197 5.162431 0.6209 0.6565 0.3963 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.154366 2.358582 -1.487768 0.589298 -1.261960 8.173800 0.721672 0.610520 0.6222 0.6588 0.4037 nan nan
2459949 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.842142 1.821645 -1.656514 -0.063046 -0.529009 3.517204 1.143158 4.283062 0.6150 0.6471 0.4013 nan nan
2459948 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.679070 2.063542 -2.096382 0.664232 -0.528923 3.908031 0.133367 1.421850 0.6414 0.6790 0.3830 nan nan
2459947 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.857040 2.251987 -1.721025 0.740687 -1.221995 -0.440597 -0.799639 -0.314681 0.6557 0.6728 0.3646 nan nan
2459946 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.581507 3.688612 -1.451348 1.706427 -0.655687 3.468540 -0.134284 0.598330 0.6224 0.5468 0.4001 nan nan
2459945 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.770491 3.981708 -1.692242 1.968017 -0.592681 5.695077 2.039167 1.122784 0.6292 0.5409 0.4050 nan nan
2459944 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.673719 3.416409 -1.651651 1.880131 -0.672469 1.940042 0.236068 0.935497 0.6327 0.5566 0.4016 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.536923 2.533627 -1.533587 1.942167 -0.647203 3.557780 0.281836 1.167576 0.6341 0.5677 0.4026 nan nan
2459942 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.733948 3.714701 -1.657273 1.835519 -0.284159 2.311737 0.029116 0.587215 0.6399 0.5606 0.3987 nan nan
2459941 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.880883 4.052231 -1.433762 1.723183 -0.561681 2.449411 0.179586 1.457833 0.6198 0.5415 0.4162 nan nan
2459940 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.571340 3.408899 -1.702972 1.787567 -1.012399 1.879456 -0.244187 1.980185 0.6281 0.5512 0.4128 nan nan
2459939 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.650281 3.362047 -1.557154 1.740376 -0.982238 1.945395 1.342962 1.889917 0.6285 0.5549 0.4082 nan nan
2459938 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.693184 3.295562 -1.646061 1.941326 -0.949822 2.253310 0.367343 1.320209 0.6330 0.5613 0.4056 nan nan
2459937 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.754801 3.773208 -1.775034 1.795163 -0.658568 2.008834 0.048459 0.251397 0.6485 0.5824 0.3817 nan nan
2459936 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 13.273669 13.962740 -1.029091 1.789729 1.065303 3.750098 0.237528 1.658488 0.5476 0.4709 0.3507 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 19.813919 20.028300 -0.801296 1.971680 -0.242499 3.999835 2.684873 1.745738 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.973530 16.329210 -0.828873 2.017870 -0.055191 4.115830 0.835319 0.736662 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.403627 18.533505 -0.745250 -0.718160 -1.300060 180.588114 0.685466 12.908108 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.056669 17.363011 -1.013250 0.363502 -0.709999 16.066431 3.670617 5.645163 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.361369 15.633782 -0.739568 0.514350 -0.554568 15.236849 1.380854 6.273925 nan nan nan nan nan
2459929 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.937146 1.120462 -1.252125 0.410345 -0.866688 -0.575161 -0.990482 -0.328573 0.7246 0.7266 0.1860 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.790824 1.191161 -2.000441 -0.964054 -0.826076 45.713349 0.509832 18.994489 0.6297 0.6036 0.3889 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.587579 1.781724 -1.646432 0.353300 -0.750828 13.119566 -0.473596 -0.912539 0.5656 0.5974 0.3418 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.349250 0.741537 -1.374572 -0.454181 -1.082573 -0.881225 -1.126201 -1.529526 0.7708 0.7860 0.2181 nan nan
2459925 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.806583 2.037839 -1.974812 -0.406854 -1.492844 29.395718 -1.904622 -1.194962 0.7580 0.7562 0.2306 nan nan
2459924 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.154125 1.583134 -1.876516 0.380678 -1.460380 5.039872 -0.356257 -0.917482 0.6460 0.6781 0.3840 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.612516 1.420667 -1.995007 -0.919551 -1.498058 27.356349 -1.488492 -1.516499 0.6943 0.7070 0.3464 nan nan
2459922 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.828817 1.650557 -1.064512 -0.365288 -0.317714 13.520533 0.233692 18.058705 0.6223 0.6103 0.3935 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% - - 0.617971 1.573773 -1.425748 -0.092764 -1.001196 -0.428600 1.088410 48.785908 0.6155 0.6126 0.4089 nan nan
2459919 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.854061 1.424230 -1.211398 0.321153 -1.143183 1.507613 0.615033 31.545628 0.6225 0.6105 0.3769 nan nan
2459918 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.167353 1.366830 -1.204360 -1.095468 -0.740718 39.162481 0.829334 23.595905 0.6365 0.6233 0.3952 nan nan
2459917 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.746514 2.251161 -1.569695 -0.076843 0.189033 -0.045131 0.729555 40.812017 0.6824 0.6632 0.4533 nan nan
2459916 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.790841 1.015962 -1.524381 -0.251265 -1.222585 3.721258 1.532582 45.218149 0.6411 0.6371 0.3914 nan nan
2459915 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.713145 1.458562 -1.563545 -1.170368 -0.552699 43.959474 -0.272878 8.305999 0.6851 0.6554 0.3719 nan nan
2459914 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.879469 1.148039 -1.634161 -1.341107 -1.233301 52.194022 -1.034262 5.203060 0.7027 0.6920 0.3168 nan nan
2459913 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.249259 1.624691 -1.389187 -1.020914 -0.542020 1.177109 -0.748312 4.400273 0.6654 0.6632 0.4010 nan nan
2459912 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.722763 0.934640 -1.461817 -1.340701 -0.905133 0.444630 -0.621094 1.672604 0.6321 0.6552 0.3986 nan nan
2459911 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.758597 0.981305 -1.466696 -1.026264 -0.907584 0.355476 0.289982 1.346020 0.6298 0.6546 0.4041 nan nan
2459910 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.772563 1.000864 -1.506771 -1.075582 -0.830508 2.072432 0.186147 0.661672 0.6334 0.6565 0.4013 nan nan
2459909 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.879403 1.064827 -1.659765 -1.342257 -0.808765 2.792265 1.160647 3.454309 0.6328 0.6543 0.4008 nan nan
2459908 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.797945 1.008230 -1.509057 -1.206158 -0.987199 0.677315 0.138729 1.671522 0.6405 0.6650 0.3983 nan nan
2459907 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.827901 1.052529 -1.602632 -1.239812 -0.687830 2.274550 -0.037865 0.822570 0.6356 0.6591 0.3972 nan nan
2459906 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.794897 1.117781 -1.251082 -0.917643 -0.902848 -1.336395 -0.173248 1.053826 0.6283 0.6532 0.3982 nan nan
2459905 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.825814 1.144440 -1.398373 -0.965782 -1.655514 -2.680202 -0.138155 0.511923 0.6143 0.6435 0.4045 nan nan
2459904 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.674084 0.939861 -1.250911 -0.888490 -1.504449 -1.718374 -0.561541 -0.244499 0.6202 0.6465 0.4000 nan nan
2459903 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.670814 1.004766 -1.547906 -1.102499 -0.992935 -1.363877 -0.077932 0.364197 0.6242 0.6479 0.4046 nan nan
2459902 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.191166 2.522467 -1.487253 0.887523 -1.066409 4.704869 1.214092 5.094416 0.6290 0.6576 0.4038 nan nan
2459901 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.030302 2.094555 -1.713132 0.273116 -0.741238 -1.125318 -0.112711 3.473068 0.6260 0.6589 0.4139 nan nan
2459900 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.477363 1.608123 -1.706013 0.313199 -0.753210 -1.258667 -0.058967 3.734087 0.5750 0.6042 0.3478 nan nan
2459898 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.462701 1.442421 -1.687460 0.308248 -0.694712 -1.345653 -0.358641 5.855684 0.6326 0.6629 0.4090 nan nan
2459897 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.544894 1.538553 -1.319514 0.521154 -0.471753 -1.529648 0.419679 1.263704 0.6277 0.6584 0.4089 nan nan
2459896 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.358733 1.891608 -1.565781 0.914088 -1.274283 -0.733381 0.440943 -0.659641 0.6276 0.6607 0.4097 nan nan
2459895 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.613310 1.901656 -1.696715 1.840960 -0.715127 0.178697 -1.796913 0.774888 0.7352 0.7280 0.2751 nan nan
2459894 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.660759 2.099589 -1.294143 0.829249 -1.064768 -1.502303 0.837559 -0.280704 0.6378 0.6615 0.3968 nan nan
2459893 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.550779 2.013405 -1.614708 0.582525 -0.926697 -1.761131 0.181438 -1.356797 0.6440 0.6690 0.3968 nan nan
2459892 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.602506 1.990796 -1.915263 0.820961 -0.102705 -0.269208 0.439968 -0.858176 0.6404 0.6698 0.4008 nan nan
2459891 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.541743 0.831759 -1.527699 -1.613522 -1.331091 40.625344 -0.250284 10.370295 0.6369 0.6452 0.3918 nan nan
2459890 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.582370 1.140638 -1.959704 -0.511011 -0.147351 3.475162 0.850854 5.641069 0.6380 0.6178 0.3918 nan nan
2459889 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.726702 2.571129 -1.510862 0.794730 -0.966667 16.679558 0.095636 13.885092 0.6470 0.5912 0.4041 nan nan
2459888 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.499893 1.983262 -1.863638 0.478789 -0.806022 120.239409 0.112898 7.619829 0.6598 0.5832 0.4158 nan nan
2459887 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.451377 1.065065 -2.272165 -0.187833 -1.601210 28.031132 0.839195 5.258536 0.6470 0.6632 0.3962 nan nan
2459886 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.263292 1.750142 -1.710911 1.054206 -1.033550 0.591278 -1.519534 -0.135005 0.7460 0.7453 0.3303 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.179063 3.364107 11.619251 21.525591 2.130391 47.033431 4.855287 7.057779 0.6955 0.7029 0.3517 nan nan
2459884 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.679466 0.562915 -1.679853 -0.637942 -0.714419 -2.156045 0.104260 5.451845 0.6441 0.6284 0.3799 nan nan
2459883 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.131763 3.223867 9.639888 21.458560 0.808554 21.870813 4.295507 8.398476 0.6442 0.6685 0.3864 nan nan
2459882 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.256494 4.707967 11.801986 17.474381 2.009584 1.606922 1.462044 6.539836 0.6452 0.6589 0.3731 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.735102 2.522607 13.249360 21.222908 1.574350 2.511546 1.806760 19.820373 0.6885 0.7175 0.3254 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.844028 3.417368 10.059686 20.147360 1.056169 19.586060 3.129142 5.157858 0.6408 0.6675 0.3897 nan nan
2459879 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.394976 0.230575 -2.029826 -2.459393 -1.657796 -0.990101 -0.049487 2.652211 0.6328 0.6618 0.3935 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.475470 2.900921 12.392118 8.392529 1.704979 55.440779 2.441647 9.483590 0.6365 0.6457 0.3850 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% 25.730793 26.448830 9.159617 16.020409 25.266025 26.802111 -3.948424 -5.349202 0.3220 0.2252 0.2145 1.146704 1.130210
2459829 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.283107 29.633971 7.225815 14.713322 1.418887 7.000411 -0.157390 -2.328024 0.7154 0.6216 0.4407 0.000000 0.000000
2459828 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.769713 22.988952 5.805177 11.795964 7.545788 14.795476 -1.138375 -5.013404 0.7843 0.4976 0.5747 0.000000 0.000000
2459827 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.145621 22.741825 10.131740 14.868535 2.585416 49.178132 0.151839 1.117565 0.7292 0.6253 0.4345 0.000000 0.000000
2459826 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.583151 18.765016 8.781306 4.160384 9.797718 3.511396 -0.995015 46.952622 0.7779 0.4975 0.5519 0.000000 0.000000
2459825 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.420887 21.695435 6.479094 1.255757 6.191974 3.139554 -0.109553 10.434819 0.7741 0.4815 0.5597 4.296859 2.879089
2459824 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.371260 19.422573 8.653841 5.349106 -0.651193 35.119398 -0.200898 15.962619 0.6866 0.6594 0.3909 0.000000 0.000000
2459823 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.190594 17.510864 7.877900 5.921908 10.536313 8.302082 1.644926 41.910143 0.7362 0.5668 0.4932 12.712826 7.889633
2459822 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 20.220042 19.438131 7.916030 5.977450 7.487719 4.304763 0.058736 2.913902 0.7742 0.5439 0.5294 4.310445 3.027539
2459821 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.924252 26.307396 7.887223 15.136018 5.463106 12.418022 -0.880558 -1.616570 0.7605 0.5524 0.5311 3.543463 2.900312
2459820 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.949613 23.807133 8.404231 15.974579 8.937738 23.833746 0.070304 -1.105808 0.7377 0.6333 0.4478 5.371805 4.010229
2459817 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
2459816 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.754964 17.623005 9.290439 8.289445 14.535029 12.469759 -0.707992 8.151835 0.8281 0.5373 0.6263 4.172725 3.144267
2459815 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.847416 18.556090 7.456217 7.101463 13.668889 12.033236 0.143735 4.432160 0.7557 0.5995 0.5318 3.619625 3.021642
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 223: 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
223 N19 RF_ok nn Temporal Discontinuties 2.072773 -1.240835 -0.037269 -1.574875 0.288161 -0.301433 -0.663969 0.702999 2.072773

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 5.235849 0.895235 1.428818 -1.657616 0.236120 0.066522 3.663912 1.298212 5.235849

Antenna 223: 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
223 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 223: 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
223 N19 RF_ok nn Shape 1.762264 0.809302 1.762264 -1.395972 0.982415 -0.042452 -0.286153 -0.320332 -0.285695

Antenna 223: 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
223 N19 RF_ok nn Shape 1.618700 0.941421 1.618700 -1.374884 0.784575 0.442430 -0.155889 0.747079 0.223864

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 26.813655 1.553018 1.272225 -0.329849 -1.236100 26.813655 0.281707 5.799238 1.039344

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 27.212632 1.146296 1.710979 -1.300703 0.400574 0.069943 27.212632 1.628023 2.320532

Antenna 223: 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
223 N19 RF_ok ee Shape 3.296766 3.296766 2.283685 -1.038397 1.475736 0.116659 0.618346 -0.922827 1.018919

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 26.325055 0.815077 1.206523 -1.305080 0.447427 0.307374 26.325055 0.283304 2.874478

Antenna 223: 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
223 N19 RF_ok nn Shape 1.972097 1.972097 0.969430 1.056579 -1.214055 -0.216109 0.539776 0.579721 0.215338

Antenna 223: 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
223 N19 RF_ok nn Shape 1.898314 1.898314 0.716430 0.824668 -1.253995 -0.520760 0.243890 0.000845 -0.265581

Antenna 223: 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
223 N19 RF_ok nn Shape 1.484156 1.484156 1.195108 1.437568 -1.814438 1.427978 -1.546086 0.324467 -1.300049

Antenna 223: 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
223 N19 RF_ok ee Shape 2.414020 2.281749 2.414020 -0.808882 -1.165588 0.776911 -1.476148 -1.198265 -0.916532

Antenna 223: 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
223 N19 RF_ok nn Shape 1.124170 1.124170 0.886769 -0.958565 -1.192256 -0.134704 -0.186089 0.875331 -0.520148

Antenna 223: 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
223 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 3.701164 1.156421 0.986826 -1.193390 -1.192634 -0.874950 0.200475 3.701164 -0.137103

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 6.024533 1.224902 0.883027 -1.250633 -1.188047 -0.590667 0.086735 6.024533 0.450593

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 31.195036 2.285689 2.534600 0.097124 -0.952784 31.195036 1.099164 1.103358 -0.708956

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 11.171624 0.660929 0.887828 -1.104352 -1.082872 0.076207 -0.896850 0.477742 11.171624

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 14.126880 1.207064 0.964943 -0.906705 -0.821335 -1.013803 -0.162466 14.126880 -0.125254

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 9.886893 1.156622 0.905981 -1.128476 -1.094175 -1.114080 -0.036933 9.886893 -0.489726

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 11.070142 1.329359 0.987968 -0.996723 -0.958636 -1.011847 -0.533439 11.070142 0.200100

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 5.162431 1.509918 0.691267 0.014677 -1.505403 5.122532 -0.501740 5.162431 0.145197

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 8.173800 2.358582 1.154366 0.589298 -1.487768 8.173800 -1.261960 0.610520 0.721672

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 4.283062 0.842142 1.821645 -1.656514 -0.063046 -0.529009 3.517204 1.143158 4.283062

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 3.908031 0.679070 2.063542 -2.096382 0.664232 -0.528923 3.908031 0.133367 1.421850

Antenna 223: 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
223 N19 RF_ok nn Shape 2.251987 2.251987 0.857040 0.740687 -1.721025 -0.440597 -1.221995 -0.314681 -0.799639

Antenna 223: 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
223 N19 RF_ok nn Shape 3.688612 3.688612 0.581507 1.706427 -1.451348 3.468540 -0.655687 0.598330 -0.134284

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 5.695077 3.981708 0.770491 1.968017 -1.692242 5.695077 -0.592681 1.122784 2.039167

Antenna 223: 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
223 N19 RF_ok nn Shape 3.416409 0.673719 3.416409 -1.651651 1.880131 -0.672469 1.940042 0.236068 0.935497

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 3.557780 2.533627 0.536923 1.942167 -1.533587 3.557780 -0.647203 1.167576 0.281836

Antenna 223: 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
223 N19 RF_ok nn Shape 3.714701 3.714701 0.733948 1.835519 -1.657273 2.311737 -0.284159 0.587215 0.029116

Antenna 223: 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
223 N19 RF_ok nn Shape 4.052231 4.052231 0.880883 1.723183 -1.433762 2.449411 -0.561681 1.457833 0.179586

Antenna 223: 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
223 N19 RF_ok nn Shape 3.408899 3.408899 0.571340 1.787567 -1.702972 1.879456 -1.012399 1.980185 -0.244187

Antenna 223: 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
223 N19 RF_ok nn Shape 3.362047 3.362047 0.650281 1.740376 -1.557154 1.945395 -0.982238 1.889917 1.342962

Antenna 223: 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
223 N19 RF_ok nn Shape 3.295562 3.295562 0.693184 1.941326 -1.646061 2.253310 -0.949822 1.320209 0.367343

Antenna 223: 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
223 N19 RF_ok nn Shape 3.773208 0.754801 3.773208 -1.775034 1.795163 -0.658568 2.008834 0.048459 0.251397

Antenna 223: 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
223 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 223: 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
223 N19 RF_ok nn Shape 13.962740 13.962740 13.273669 1.789729 -1.029091 3.750098 1.065303 1.658488 0.237528

Antenna 223: 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
223 N19 RF_ok nn Shape 20.028300 19.813919 20.028300 -0.801296 1.971680 -0.242499 3.999835 2.684873 1.745738

Antenna 223: 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
223 N19 RF_ok nn Shape 16.329210 16.329210 15.973530 2.017870 -0.828873 4.115830 -0.055191 0.736662 0.835319

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 180.588114 18.533505 18.403627 -0.718160 -0.745250 180.588114 -1.300060 12.908108 0.685466

Antenna 223: 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
223 N19 RF_ok nn Shape 17.363011 17.056669 17.363011 -1.013250 0.363502 -0.709999 16.066431 3.670617 5.645163

Antenna 223: 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
223 N19 RF_ok nn Shape 15.633782 15.361369 15.633782 -0.739568 0.514350 -0.554568 15.236849 1.380854 6.273925

Antenna 223: 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
223 N19 RF_ok ee Shape 1.937146 1.120462 1.937146 0.410345 -1.252125 -0.575161 -0.866688 -0.328573 -0.990482

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 45.713349 1.191161 0.790824 -0.964054 -2.000441 45.713349 -0.826076 18.994489 0.509832

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 13.119566 1.781724 0.587579 0.353300 -1.646432 13.119566 -0.750828 -0.912539 -0.473596

Antenna 223: 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
223 N19 RF_ok nn Shape 0.741537 0.741537 0.349250 -0.454181 -1.374572 -0.881225 -1.082573 -1.529526 -1.126201

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 29.395718 2.806583 2.037839 -1.974812 -0.406854 -1.492844 29.395718 -1.904622 -1.194962

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 5.039872 1.154125 1.583134 -1.876516 0.380678 -1.460380 5.039872 -0.356257 -0.917482

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 27.356349 1.420667 0.612516 -0.919551 -1.995007 27.356349 -1.498058 -1.516499 -1.488492

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 18.058705 1.650557 0.828817 -0.365288 -1.064512 13.520533 -0.317714 18.058705 0.233692

Antenna 223: 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
223 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 48.785908 1.573773 0.617971 -0.092764 -1.425748 -0.428600 -1.001196 48.785908 1.088410

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 31.545628 0.854061 1.424230 -1.211398 0.321153 -1.143183 1.507613 0.615033 31.545628

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 39.162481 1.366830 1.167353 -1.095468 -1.204360 39.162481 -0.740718 23.595905 0.829334

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 40.812017 2.251161 0.746514 -0.076843 -1.569695 -0.045131 0.189033 40.812017 0.729555

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 45.218149 0.790841 1.015962 -1.524381 -0.251265 -1.222585 3.721258 1.532582 45.218149

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 43.959474 0.713145 1.458562 -1.563545 -1.170368 -0.552699 43.959474 -0.272878 8.305999

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 52.194022 0.879469 1.148039 -1.634161 -1.341107 -1.233301 52.194022 -1.034262 5.203060

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 4.400273 1.624691 1.249259 -1.020914 -1.389187 1.177109 -0.542020 4.400273 -0.748312

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 1.672604 0.934640 0.722763 -1.340701 -1.461817 0.444630 -0.905133 1.672604 -0.621094

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 1.346020 0.981305 0.758597 -1.026264 -1.466696 0.355476 -0.907584 1.346020 0.289982

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 2.072432 1.000864 0.772563 -1.075582 -1.506771 2.072432 -0.830508 0.661672 0.186147

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 3.454309 1.064827 0.879403 -1.342257 -1.659765 2.792265 -0.808765 3.454309 1.160647

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 1.671522 0.797945 1.008230 -1.509057 -1.206158 -0.987199 0.677315 0.138729 1.671522

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 2.274550 1.052529 0.827901 -1.239812 -1.602632 2.274550 -0.687830 0.822570 -0.037865

Antenna 223: 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
223 N19 RF_ok nn Shape 1.117781 1.117781 0.794897 -0.917643 -1.251082 -1.336395 -0.902848 1.053826 -0.173248

Antenna 223: 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
223 N19 RF_ok nn Shape 1.144440 1.144440 0.825814 -0.965782 -1.398373 -2.680202 -1.655514 0.511923 -0.138155

Antenna 223: 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
223 N19 RF_ok nn Shape 0.939861 0.939861 0.674084 -0.888490 -1.250911 -1.718374 -1.504449 -0.244499 -0.561541

Antenna 223: 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
223 N19 RF_ok nn Shape 1.004766 1.004766 0.670814 -1.102499 -1.547906 -1.363877 -0.992935 0.364197 -0.077932

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 5.094416 1.191166 2.522467 -1.487253 0.887523 -1.066409 4.704869 1.214092 5.094416

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 3.473068 1.030302 2.094555 -1.713132 0.273116 -0.741238 -1.125318 -0.112711 3.473068

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 3.734087 0.477363 1.608123 -1.706013 0.313199 -0.753210 -1.258667 -0.058967 3.734087

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 5.855684 1.442421 0.462701 0.308248 -1.687460 -1.345653 -0.694712 5.855684 -0.358641

Antenna 223: 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
223 N19 RF_ok nn Shape 1.538553 1.538553 0.544894 0.521154 -1.319514 -1.529648 -0.471753 1.263704 0.419679

Antenna 223: 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
223 N19 RF_ok nn Shape 1.891608 1.891608 0.358733 0.914088 -1.565781 -0.733381 -1.274283 -0.659641 0.440943

Antenna 223: 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
223 N19 RF_ok nn Shape 1.901656 0.613310 1.901656 -1.696715 1.840960 -0.715127 0.178697 -1.796913 0.774888

Antenna 223: 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
223 N19 RF_ok nn Shape 2.099589 2.099589 0.660759 0.829249 -1.294143 -1.502303 -1.064768 -0.280704 0.837559

Antenna 223: 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
223 N19 RF_ok nn Shape 2.013405 0.550779 2.013405 -1.614708 0.582525 -0.926697 -1.761131 0.181438 -1.356797

Antenna 223: 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
223 N19 RF_ok nn Shape 1.990796 1.990796 0.602506 0.820961 -1.915263 -0.269208 -0.102705 -0.858176 0.439968

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 40.625344 0.541743 0.831759 -1.527699 -1.613522 -1.331091 40.625344 -0.250284 10.370295

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 5.641069 1.140638 0.582370 -0.511011 -1.959704 3.475162 -0.147351 5.641069 0.850854

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 16.679558 0.726702 2.571129 -1.510862 0.794730 -0.966667 16.679558 0.095636 13.885092

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 120.239409 1.983262 0.499893 0.478789 -1.863638 120.239409 -0.806022 7.619829 0.112898

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 28.031132 1.065065 0.451377 -0.187833 -2.272165 28.031132 -1.601210 5.258536 0.839195

Antenna 223: 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
223 N19 RF_ok nn Shape 1.750142 0.263292 1.750142 -1.710911 1.054206 -1.033550 0.591278 -1.519534 -0.135005

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 47.033431 3.364107 5.179063 21.525591 11.619251 47.033431 2.130391 7.057779 4.855287

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 5.451845 0.562915 1.679466 -0.637942 -1.679853 -2.156045 -0.714419 5.451845 0.104260

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 21.870813 3.223867 4.131763 21.458560 9.639888 21.870813 0.808554 8.398476 4.295507

Antenna 223: 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
223 N19 RF_ok nn Power 17.474381 4.707967 7.256494 17.474381 11.801986 1.606922 2.009584 6.539836 1.462044

Antenna 223: 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
223 N19 RF_ok nn Power 21.222908 2.522607 3.735102 21.222908 13.249360 2.511546 1.574350 19.820373 1.806760

Antenna 223: 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
223 N19 RF_ok nn Power 20.147360 3.417368 4.844028 20.147360 10.059686 19.586060 1.056169 5.157858 3.129142

Antenna 223: 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
223 N19 RF_ok nn Temporal Discontinuties 2.652211 0.230575 1.394976 -2.459393 -2.029826 -0.990101 -1.657796 2.652211 -0.049487

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 55.440779 2.900921 4.475470 8.392529 12.392118 55.440779 1.704979 9.483590 2.441647

Antenna 223: 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
223 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 26.802111 25.730793 26.448830 9.159617 16.020409 25.266025 26.802111 -3.948424 -5.349202

Antenna 223: 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
223 N19 RF_ok ee Shape 30.283107 29.633971 30.283107 14.713322 7.225815 7.000411 1.418887 -2.328024 -0.157390

Antenna 223: 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
223 N19 RF_ok nn Shape 22.988952 22.988952 21.769713 11.795964 5.805177 14.795476 7.545788 -5.013404 -1.138375

Antenna 223: 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
223 N19 RF_ok nn Temporal Variability 49.178132 23.145621 22.741825 10.131740 14.868535 2.585416 49.178132 0.151839 1.117565
In [ ]: