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 = "227"
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 227 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 227, Node N20:

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% - - 2.161258 0.395644 -1.590589 -0.015218 -0.124833 -0.214540 10.556225 2.198949 0.5701 0.6087 0.3758 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.790178 0.607253 -1.606582 0.002511 0.279878 -0.414265 17.584748 4.381381 0.5799 0.6141 0.3763 nan nan
2459973 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.486820 0.484847 -1.517488 -0.144974 0.038481 -0.618432 10.845764 0.749955 0.5870 0.6196 0.3766 nan nan
2459972 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.872915 0.392372 -1.515114 0.393446 0.949574 0.057267 8.381194 0.341620 0.5701 0.6095 0.3775 nan nan
2459971 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.638870 0.386547 -1.468870 0.235960 0.410648 -0.434216 13.232449 -0.085047 0.5726 0.6117 0.3749 nan nan
2459970 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.227847 0.816896 -1.306433 0.330045 -0.528758 -0.219032 11.902307 0.337412 0.5795 0.6153 0.3793 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.891247 0.744354 -1.142338 0.206092 -0.505579 -0.540745 12.185433 -0.252426 0.5935 0.6254 0.3820 nan nan
2459968 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.735910 1.770959 -1.176405 0.449013 0.865773 -0.068149 -0.099591 -0.111446 0.7331 0.7455 0.2423 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.150149 0.650244 -1.424558 0.599370 -0.317557 -0.000059 10.099836 0.520906 0.5872 0.6217 0.3705 nan nan
2459966 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.379742 0.858886 -1.373219 0.458070 0.313142 -0.245422 11.939275 -1.263366 0.5831 0.6210 0.3769 nan nan
2459965 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.910875 0.744915 -1.339870 0.282175 0.403877 -0.520817 10.474392 -0.789022 0.5921 0.6270 0.3639 nan nan
2459964 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.894239 0.862534 -1.584410 0.278527 0.357120 -0.489571 4.751043 -0.505809 0.6569 0.6771 0.3087 nan nan
2459963 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.492468 0.775754 -0.660281 0.162270 7.060333 -0.613691 -0.008377 -0.153583 0.6820 0.6882 0.2495 nan nan
2459962 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.954442 0.935840 -1.769318 0.196412 8.074020 -0.636983 0.301878 -0.561323 0.6344 0.6669 0.3337 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.111332 1.542668 -1.392567 0.293730 0.149848 -0.444178 -0.182830 -0.306557 0.7448 0.7456 0.2185 nan nan
2459960 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.198139 0.391819 -1.487454 0.353966 0.455478 -0.838731 4.097886 -0.634824 0.6046 0.6326 0.3236 nan nan
2459959 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.749752 -0.049423 -1.753936 -0.034798 -0.051616 -0.455721 8.775654 0.515849 0.5912 0.6293 0.3631 nan nan
2459958 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.115649 0.353920 -1.527608 0.318501 0.451887 -0.666025 7.941458 -0.376623 0.5876 0.6239 0.3736 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.001648 0.641148 -1.393379 0.438254 0.283688 -0.145419 12.098958 -0.370292 0.5870 0.6267 0.3802 nan nan
2459956 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.946836 1.431793 -1.253374 0.526251 -0.395762 -0.366474 1.670098 -0.490217 0.6406 0.6606 0.3144 nan nan
2459955 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.826477 0.381839 -1.346925 0.418401 0.381215 -0.502414 11.315512 -0.346044 0.5822 0.6268 0.3854 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.825335 0.562524 -0.949927 0.573715 0.255491 -0.372509 17.067620 1.203617 0.5860 0.6277 0.3917 nan nan
2459953 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.846394 0.554999 -1.270280 0.477475 0.156319 -0.510656 8.854383 -0.199101 0.5917 0.6342 0.3866 nan nan
2459952 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.936734 0.737958 -0.949233 0.503775 0.008708 -0.369740 22.848869 -0.898322 0.5987 0.6380 0.3925 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.418151 0.529065 -1.247232 0.118404 0.370741 -0.684012 22.647178 0.453687 0.6127 0.6465 0.3869 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.116323 0.951768 -1.088524 0.277072 0.044045 -0.592555 7.205748 0.514051 0.6127 0.6443 0.3925 nan nan
2459949 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.949469 0.439889 -1.535112 -0.001689 -0.054458 -0.448030 11.920547 -0.070814 0.5973 0.6291 0.3902 nan nan
2459948 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.499006 0.502381 -1.871568 -0.126461 0.441937 -0.533933 13.563380 -0.015999 0.6234 0.6574 0.3686 nan nan
2459947 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.149762 0.571688 -1.658878 -0.304621 -0.252293 -1.055539 5.781229 0.692412 0.6343 0.6482 0.3532 nan nan
2459946 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.067425 0.109830 -1.494811 -0.249972 0.519305 -1.094056 18.776505 -0.964452 0.5802 0.6365 0.3913 nan nan
2459945 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.738504 0.196397 -1.556787 -0.472796 -0.292835 -1.076083 14.700243 2.098619 0.5901 0.6402 0.3900 nan nan
2459944 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.579889 0.131004 -1.506082 -0.337594 0.206668 -1.214281 10.735530 -0.690923 0.5924 0.6456 0.3907 nan nan
2459943 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.600315 0.078193 -1.278981 -0.233293 0.255149 -0.927035 5.625805 -0.474737 0.5992 0.6518 0.3937 nan nan
2459942 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.697393 0.350813 -1.467605 -0.197416 0.393849 -1.040349 10.726405 -0.659497 0.6034 0.6467 0.3772 nan nan
2459941 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.033288 0.532662 -1.422586 -0.259808 0.848557 -1.046802 13.124430 -0.742441 0.5966 0.6351 0.4022 nan nan
2459940 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.819338 0.024885 -1.610332 -0.577286 1.195424 -1.210338 19.544350 -0.679276 0.6006 0.6383 0.3995 nan nan
2459939 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.575851 0.107273 -1.395274 -0.356613 0.749471 -1.043850 14.939722 -0.373887 0.6132 0.6458 0.3953 nan nan
2459938 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.614422 0.463787 -1.367492 -0.222009 0.142113 -0.992273 13.285282 0.512713 0.6146 0.6465 0.3888 nan nan
2459937 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.204503 0.440753 -1.706323 -0.311454 0.334642 -1.063295 9.802125 -1.366846 0.6358 0.6684 0.3608 nan nan
2459936 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.612365 0.748461 -2.020633 0.064395 0.657457 -0.659706 -0.538727 -1.020904 0.7781 0.7872 0.1901 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 12.891285 13.121007 -1.037782 -0.226166 2.663823 1.304277 16.279106 -0.687587 0.5248 0.5483 0.3377 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 19.429539 19.698653 -0.689027 0.238989 0.400588 -0.885147 14.094380 -0.354815 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.738755 15.870265 -0.734560 0.325389 -0.133484 -0.956501 12.596125 -0.572136 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.159137 18.220519 -0.572191 0.199592 2.720360 0.212495 27.837394 -0.475392 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.915041 17.008271 -0.859566 0.262500 -0.447320 -0.759264 16.873929 0.069868 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.146715 15.222097 -0.605038 0.117198 -0.368594 -0.807673 11.238330 -0.064544 nan nan nan nan nan
2459929 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.465704 0.855223 -1.139838 -0.539007 3.703088 0.327906 -0.641706 -0.783475 0.7152 0.7212 0.1938 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.633227 4.391834 2.370640 3.366358 1.221075 3.426291 8.552883 -2.427779 0.6219 0.6433 0.3870 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.949581 4.833880 1.993669 2.348812 2.080650 -0.402842 5.276550 -1.565487 0.5425 0.5585 0.3214 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.699192 2.048434 0.635084 1.359518 -0.490623 -0.078883 -0.324308 -0.161000 0.7613 0.7784 0.2149 nan nan
2459925 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.645894 2.564721 1.726166 2.680393 0.200397 1.082852 0.480402 0.438763 0.7382 0.7351 0.2432 nan nan
2459924 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.693200 3.890528 1.836213 2.755216 1.063409 2.385517 2.225237 -0.846517 0.6433 0.6600 0.3738 nan nan
2459923 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.338473 3.851581 2.039048 2.756891 0.741024 1.728760 1.365269 0.380038 0.6954 0.7021 0.3416 nan nan
2459922 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% 100.00% 100.00% 0.00% - - 244.997317 245.075690 inf inf 4742.169345 4742.125626 14287.262181 14290.329228 nan nan nan nan nan
2459919 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459911 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459910 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459909 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459908 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459907 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459906 RF_ok 100.00% 100.00% 100.00% 0.00% - - 236.659819 236.401249 inf inf 3790.057501 3735.645423 8642.657870 8419.885016 nan nan nan nan nan
2459905 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459904 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459903 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459902 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459898 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459897 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_ok 100.00% 100.00% 100.00% 0.00% - - 248.369959 247.643994 inf inf 5599.594727 6026.774480 756.173646 845.715534 nan nan nan nan nan
2459894 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459893 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459890 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459889 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459888 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459887 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459886 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459885 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459884 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459882 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459879 RF_ok 100.00% 100.00% 100.00% 0.00% - - 195.095372 194.240681 inf inf 3885.117279 4023.095118 9918.062977 10743.817572 nan nan nan nan nan
2459878 RF_ok 100.00% 100.00% 100.00% 0.00% - - 308.872892 308.421573 inf inf 7127.248067 7080.779754 22275.952601 21785.894258 nan nan nan nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 10.556225 2.161258 0.395644 -1.590589 -0.015218 -0.124833 -0.214540 10.556225 2.198949

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 17.584748 1.790178 0.607253 -1.606582 0.002511 0.279878 -0.414265 17.584748 4.381381

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 10.845764 1.486820 0.484847 -1.517488 -0.144974 0.038481 -0.618432 10.845764 0.749955

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 8.381194 1.872915 0.392372 -1.515114 0.393446 0.949574 0.057267 8.381194 0.341620

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 13.232449 1.638870 0.386547 -1.468870 0.235960 0.410648 -0.434216 13.232449 -0.085047

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 11.902307 0.816896 2.227847 0.330045 -1.306433 -0.219032 -0.528758 0.337412 11.902307

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 12.185433 1.891247 0.744354 -1.142338 0.206092 -0.505579 -0.540745 12.185433 -0.252426

Antenna 227: 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
227 N20 RF_ok ee Shape 3.735910 3.735910 1.770959 -1.176405 0.449013 0.865773 -0.068149 -0.099591 -0.111446

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 10.099836 2.150149 0.650244 -1.424558 0.599370 -0.317557 -0.000059 10.099836 0.520906

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 11.939275 0.858886 2.379742 0.458070 -1.373219 -0.245422 0.313142 -1.263366 11.939275

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 10.474392 0.744915 1.910875 0.282175 -1.339870 -0.520817 0.403877 -0.789022 10.474392

Antenna 227: 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
227 N20 RF_ok ee Temporal Variability 8.074020 0.935840 2.954442 0.196412 -1.769318 -0.636983 8.074020 -0.561323 0.301878

Antenna 227: 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
227 N20 RF_ok ee Shape 3.111332 1.542668 3.111332 0.293730 -1.392567 -0.444178 0.149848 -0.306557 -0.182830

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 4.097886 0.391819 2.198139 0.353966 -1.487454 -0.838731 0.455478 -0.634824 4.097886

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 8.775654 1.749752 -0.049423 -1.753936 -0.034798 -0.051616 -0.455721 8.775654 0.515849

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 7.941458 0.353920 2.115649 0.318501 -1.527608 -0.666025 0.451887 -0.376623 7.941458

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 12.098958 0.641148 2.001648 0.438254 -1.393379 -0.145419 0.283688 -0.370292 12.098958

Antenna 227: 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
227 N20 RF_ok ee Shape 2.946836 1.431793 2.946836 0.526251 -1.253374 -0.366474 -0.395762 -0.490217 1.670098

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 11.315512 1.826477 0.381839 -1.346925 0.418401 0.381215 -0.502414 11.315512 -0.346044

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 17.067620 0.562524 1.825335 0.573715 -0.949927 -0.372509 0.255491 1.203617 17.067620

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 8.854383 0.554999 1.846394 0.477475 -1.270280 -0.510656 0.156319 -0.199101 8.854383

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 22.848869 0.737958 1.936734 0.503775 -0.949233 -0.369740 0.008708 -0.898322 22.848869

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 22.647178 0.529065 1.418151 0.118404 -1.247232 -0.684012 0.370741 0.453687 22.647178

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 7.205748 0.951768 2.116323 0.277072 -1.088524 -0.592555 0.044045 0.514051 7.205748

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 11.920547 1.949469 0.439889 -1.535112 -0.001689 -0.054458 -0.448030 11.920547 -0.070814

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 13.563380 1.499006 0.502381 -1.871568 -0.126461 0.441937 -0.533933 13.563380 -0.015999

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 5.781229 0.571688 2.149762 -0.304621 -1.658878 -1.055539 -0.252293 0.692412 5.781229

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 18.776505 0.109830 6.067425 -0.249972 -1.494811 -1.094056 0.519305 -0.964452 18.776505

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 14.700243 0.196397 5.738504 -0.472796 -1.556787 -1.076083 -0.292835 2.098619 14.700243

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 10.735530 5.579889 0.131004 -1.506082 -0.337594 0.206668 -1.214281 10.735530 -0.690923

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 5.625805 0.078193 4.600315 -0.233293 -1.278981 -0.927035 0.255149 -0.474737 5.625805

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 10.726405 0.350813 6.697393 -0.197416 -1.467605 -1.040349 0.393849 -0.659497 10.726405

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 13.124430 0.532662 2.033288 -0.259808 -1.422586 -1.046802 0.848557 -0.742441 13.124430

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 19.544350 0.024885 1.819338 -0.577286 -1.610332 -1.210338 1.195424 -0.679276 19.544350

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 14.939722 0.107273 1.575851 -0.356613 -1.395274 -1.043850 0.749471 -0.373887 14.939722

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 13.285282 0.463787 1.614422 -0.222009 -1.367492 -0.992273 0.142113 0.512713 13.285282

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 9.802125 2.204503 0.440753 -1.706323 -0.311454 0.334642 -1.063295 9.802125 -1.366846

Antenna 227: 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
227 N20 RF_ok ee Shape 2.612365 2.612365 0.748461 -2.020633 0.064395 0.657457 -0.659706 -0.538727 -1.020904

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 16.279106 13.121007 12.891285 -0.226166 -1.037782 1.304277 2.663823 -0.687587 16.279106

Antenna 227: 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
227 N20 RF_ok nn Shape 19.698653 19.429539 19.698653 -0.689027 0.238989 0.400588 -0.885147 14.094380 -0.354815

Antenna 227: 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
227 N20 RF_ok nn Shape 15.870265 15.870265 15.738755 0.325389 -0.734560 -0.956501 -0.133484 -0.572136 12.596125

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 27.837394 18.220519 18.159137 0.199592 -0.572191 0.212495 2.720360 -0.475392 27.837394

Antenna 227: 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
227 N20 RF_ok nn Shape 17.008271 16.915041 17.008271 -0.859566 0.262500 -0.447320 -0.759264 16.873929 0.069868

Antenna 227: 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
227 N20 RF_ok nn Shape 15.222097 15.146715 15.222097 -0.605038 0.117198 -0.368594 -0.807673 11.238330 -0.064544

Antenna 227: 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
227 N20 RF_ok ee Shape 4.465704 0.855223 4.465704 -0.539007 -1.139838 0.327906 3.703088 -0.783475 -0.641706

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 8.552883 4.391834 2.633227 3.366358 2.370640 3.426291 1.221075 -2.427779 8.552883

Antenna 227: 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
227 N20 RF_ok ee Temporal Discontinuties 5.276550 4.833880 3.949581 2.348812 1.993669 -0.402842 2.080650 -1.565487 5.276550

Antenna 227: 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
227 N20 RF_ok nn Shape 2.048434 2.048434 1.699192 1.359518 0.635084 -0.078883 -0.490623 -0.161000 -0.324308

Antenna 227: 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
227 N20 RF_ok ee Shape 3.645894 3.645894 2.564721 1.726166 2.680393 0.200397 1.082852 0.480402 0.438763

Antenna 227: 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
227 N20 RF_ok nn Shape 3.890528 2.693200 3.890528 1.836213 2.755216 1.063409 2.385517 2.225237 -0.846517

Antenna 227: 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
227 N20 RF_ok nn Shape 3.851581 3.851581 2.338473 2.756891 2.039048 1.728760 0.741024 0.380038 1.365269

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Power inf 245.075690 244.997317 inf inf 4742.125626 4742.169345 14290.329228 14287.262181

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Power inf 236.401249 236.659819 inf inf 3735.645423 3790.057501 8419.885016 8642.657870

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Power inf 248.369959 247.643994 inf inf 5599.594727 6026.774480 756.173646 845.715534

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 227: 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
227 N20 RF_ok nn Power inf 194.240681 195.095372 inf inf 4023.095118 3885.117279 10743.817572 9918.062977

Antenna 227: 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
227 N20 RF_ok nn Power inf 308.421573 308.872892 inf inf 7080.779754 7127.248067 21785.894258 22275.952601
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