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 = "61"
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 61 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 156 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 61, Node N06:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459976 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.531495 0.179527 -0.720654 -1.504917 1.924791 -1.223360 -0.827240 -0.371555 0.5766 0.6066 0.3705 nan nan
2459975 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.390207 0.088054 -0.742444 -1.600872 1.831743 -1.296011 -0.466770 0.330729 0.5712 0.6027 0.3788 nan nan
2459974 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.400582 -0.079145 -0.572288 -1.639902 2.264602 -1.547531 -0.554106 0.106546 0.5765 0.6086 0.3796 nan nan
2459973 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.378537 -0.183241 -0.657793 -1.450407 1.374296 -1.251167 -0.831688 -0.129691 0.5937 0.6258 0.3818 nan nan
2459972 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.427229 0.202898 -0.734095 -1.576028 2.731997 -0.319962 1.356701 1.918268 0.5616 0.5922 0.3794 nan nan
2459971 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.188506 0.222637 -0.751230 -1.493763 1.723024 -1.327398 -0.760296 -0.358486 0.5760 0.6067 0.3827 nan nan
2459970 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.549823 0.205725 -0.730573 -1.464186 1.766140 -0.647727 1.496973 2.250753 0.5770 0.6076 0.3797 nan nan
2459969 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.578747 -0.049437 -0.414954 -1.357857 1.892840 -1.119280 -0.707402 -0.025484 0.5855 0.6185 0.3834 nan nan
2459968 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.582730 -0.420422 -0.424388 -1.428607 4.294380 -1.606054 -1.154718 -1.392301 0.7027 0.7264 0.2639 nan nan
2459967 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.645856 0.178389 -0.798421 -1.488671 1.777415 -1.420426 -0.788856 -0.150180 0.5793 0.6102 0.3698 nan nan
2459966 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.020287 0.579414 -0.960893 -1.567891 2.381842 -1.180531 -0.686458 0.004909 0.5719 0.6040 0.3712 nan nan
2459965 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.556927 0.404886 -0.712497 -1.451339 2.292925 -1.099620 -0.310824 -0.081363 0.5785 0.6103 0.3594 nan nan
2459964 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.752823 0.304225 -0.705014 -1.635092 2.071163 -0.731446 -1.032224 -0.760541 0.6441 0.6667 0.3165 nan nan
2459963 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.801997 0.024253 -0.204126 -1.423112 -0.071432 -1.057762 -0.444430 -1.123289 0.6831 0.6985 0.2470 nan nan
2459962 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.827090 0.262649 -0.585157 -1.757444 -0.561961 -1.579457 -0.459403 -1.361388 0.6337 0.6619 0.3263 nan nan
2459961 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.511940 -0.672669 -0.650628 -1.349863 0.002404 -2.496978 -1.093713 -1.555310 0.7222 0.7253 0.2336 nan nan
2459960 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.641665 0.307352 -0.934333 -1.543147 0.976617 -0.990152 -0.948349 -1.104044 0.6195 0.6392 0.3162 nan nan
2459959 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.211820 -0.209117 -0.960960 -1.573427 0.521112 -1.250152 -0.908017 0.054616 0.5900 0.6201 0.3706 nan nan
2459958 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.967352 0.449611 -1.039385 -1.588100 1.223187 -0.939680 0.073682 0.649041 0.5908 0.6187 0.3736 nan nan
2459957 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.823206 0.482162 -0.985058 -1.561078 1.728020 -1.080108 0.657187 1.203002 0.5709 0.6052 0.3759 nan nan
2459956 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.769034 -0.000995 -0.769494 -1.389892 2.000859 -0.735310 -1.156960 -1.532453 0.6235 0.6403 0.3099 nan nan
2459955 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.501265 0.138855 -0.924151 -1.445834 1.022772 -1.117413 -0.796977 -0.214276 0.5674 0.6033 0.3776 nan nan
2459954 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.798490 0.251541 -0.774364 -1.239175 1.918122 -1.184282 -0.667431 0.397040 0.5661 0.6031 0.3854 nan nan
2459953 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.660208 0.149591 -0.736578 -1.454591 1.174001 -1.482106 -0.687262 -0.000356 0.5861 0.6239 0.3856 nan nan
2459952 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.982380 -0.056613 -0.475914 -1.326748 1.573935 -1.215884 -0.477479 1.085731 0.5874 0.6263 0.3903 nan nan
2459951 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.446166 -0.233083 -0.115740 -1.496074 1.690485 -1.210735 -0.642344 1.319372 0.5981 0.6411 0.3937 nan nan
2459950 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.786723 -0.139910 0.037257 -1.514836 1.433631 -1.741616 -0.528573 0.195163 0.5886 0.6325 0.4002 nan nan
2459949 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.854801 -0.389293 -0.264370 -1.558226 1.814340 -0.909841 0.139328 0.906559 0.5841 0.6219 0.3962 nan nan
2459948 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.671356 -0.160030 -0.639965 -2.073961 2.066608 -0.883126 -0.463383 -0.411619 0.6148 0.6587 0.3775 nan nan
2459947 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.045681 -0.244549 -0.334812 -1.517822 0.574055 -1.655958 -1.219206 -0.450250 0.6220 0.6451 0.3607 nan nan
2459946 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.699738 -0.263159 -1.045853 -1.521522 0.843580 -1.253721 -0.325732 0.763914 0.5939 0.6302 0.3865 nan nan
2459945 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.363740 -0.447079 -0.853316 -1.459026 1.105767 -1.034717 -0.423624 0.698730 0.6018 0.6348 0.3869 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.231946 -0.436111 -0.659867 -1.466435 1.584820 -0.830634 -0.447748 0.529874 0.6053 0.6420 0.3885 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.650067 -0.697880 -0.495665 -1.438809 1.879466 -0.830163 -0.823438 -0.171275 0.6084 0.6479 0.3952 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.409883 -0.333098 -0.742071 -1.616410 2.337793 -1.176966 -0.702128 -0.407186 0.6094 0.6373 0.3806 nan nan
2459941 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.604339 1.262794 -0.938934 -1.436901 2.017707 -0.957415 -0.727976 0.221842 0.5895 0.6207 0.3955 nan nan
2459940 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.556374 0.937962 -0.737263 -1.387379 1.207715 -0.646419 -0.345135 0.580089 0.5946 0.6280 0.3948 nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.520936 0.837530 -0.569320 -1.362379 1.746982 -0.928131 -0.147303 0.395152 0.6005 0.6326 0.3942 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.509594 0.878390 -0.581910 -1.567815 1.118950 -1.168490 -0.673073 0.574829 0.6009 0.6336 0.3913 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.741530 1.211838 -0.780328 -1.612229 1.293699 -1.139150 -0.718451 -0.795318 0.6238 0.6590 0.3679 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.925013 1.266819 -1.107533 -2.070586 1.947233 -1.128218 -1.570653 -1.922665 0.7408 0.7592 0.2153 nan nan
2459935 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.997323 0.392694 -1.029777 -1.536686 1.355354 -1.170902 -0.105361 0.803077 0.5865 0.6209 0.3793 nan nan
2459934 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.803656 0.536749 -0.967067 -1.353416 2.339038 -0.985233 -0.422293 0.194092 0.6095 0.6461 0.3897 nan nan
2459933 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.988793 0.487362 -1.071221 -1.377576 1.624466 -1.361631 -0.643937 -0.312864 0.6052 0.6434 0.3900 nan nan
2459932 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.409841 0.193024 -0.680060 -1.374175 -1.250059 0.668547 -0.092591 0.674033 0.5371 0.5764 0.3327 nan nan
2459931 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.561739 0.599598 -0.746961 -1.549142 1.204075 -0.971155 -0.521171 0.249953 0.6150 0.6522 0.3810 nan nan
2459930 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.980935 0.878888 -0.681747 -1.276351 0.958767 -0.193388 -0.390189 -0.030428 0.6070 0.6406 0.3821 nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.023958 0.338946 -0.066438 -1.105795 -0.173158 -0.983345 -0.047731 -0.813963 0.7434 0.7519 0.2207 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.644462 3.066638 -1.115222 0.953334 0.577276 2.003234 -0.504686 0.528691 0.5867 0.5630 0.3680 nan nan
2459927 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.400460 1.806949 -0.291629 0.800385 2.290231 4.207681 -0.253738 0.610615 0.5437 0.5403 0.2999 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.842727 0.722819 -0.335884 0.724851 -0.185538 0.048021 -0.486468 0.113246 0.7408 0.7589 0.2101 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.268590 0.567997 -0.492401 0.652387 0.297292 3.711480 -1.141950 -0.801524 0.7162 0.7026 0.2377 nan nan
2459924 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.658497 2.118349 -0.450687 0.705387 -0.385035 8.624414 0.070248 0.344155 0.6183 0.6201 0.3533 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.871260 0.648752 -0.837669 -0.501723 0.307857 -1.411106 -1.187350 -0.718556 0.6669 0.6888 0.3358 nan nan
2459922 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.020670 0.739553 -1.097962 -0.784745 0.868337 -1.703307 -0.770569 0.272648 0.6097 0.6410 0.3868 nan nan
2459921 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.375487 -0.053664 -0.736820 -0.525157 0.806824 -1.426096 -0.520218 1.552858 0.6107 0.6401 0.4050 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.422706 0.022435 -0.550216 -0.585362 -0.381129 -1.529814 -0.621234 1.253560 0.6082 0.6362 0.3761 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.230674 0.188006 -0.688112 -0.820268 1.555181 -1.536984 -0.702927 0.781368 0.6248 0.6543 0.3847 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.964865 0.303181 -0.798039 -0.773130 0.004701 -1.022868 -0.406159 1.838883 0.6477 0.6747 0.4409 nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.618506 0.110436 -0.337408 -0.759022 1.251350 -1.512387 0.302642 1.874397 0.6131 0.6504 0.3893 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.663334 0.240136 -0.699286 -0.998859 2.570402 -0.940490 -0.496180 0.428352 0.6598 0.6821 0.3562 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.135803 0.701903 -0.904316 -1.282014 1.813140 -1.449494 -1.277855 -1.074235 0.6796 0.7083 0.3079 nan nan
2459913 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.638516 0.857123 1.956215 -1.274342 4.889467 -1.316663 1.120211 0.462282 0.5135 0.6517 0.4242 nan nan
2459912 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.848972 0.456390 1.933491 -1.011821 4.555429 -1.638945 0.028954 0.840856 0.4552 0.6522 0.4405 nan nan
2459911 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.784946 0.245792 2.378106 -1.147314 4.989744 -1.534536 0.678140 1.415964 0.4379 0.6517 0.4515 nan nan
2459910 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.217135 0.169002 2.517536 -1.187405 5.544780 -1.769721 -0.514625 0.158955 0.4272 0.6553 0.4538 nan nan
2459909 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.980693 0.064877 2.547647 -1.105227 5.215661 -1.827404 -0.371504 0.331397 0.4073 0.6539 0.4577 nan nan
2459908 not_connected 100.00% 0.00% 0.00% 0.00% - - 9.777038 0.073842 2.609025 -0.971744 4.496599 -1.612175 -0.207369 0.810335 0.3946 0.6623 0.4587 nan nan
2459907 not_connected 100.00% 0.00% 0.00% 0.00% - - 10.739214 0.154725 3.066127 -1.094985 5.660545 -1.783043 -0.035613 0.496641 0.3203 0.6605 0.4741 nan nan
2459906 not_connected 100.00% 0.00% 0.00% 0.00% - - 10.608874 0.285346 3.145342 -1.357047 6.952389 -1.719376 -0.377726 0.846380 0.3058 0.6509 0.4750 nan nan
2459905 not_connected 100.00% 0.81% 0.00% 0.00% - - 10.236653 0.211929 3.114285 -1.321777 10.571447 -2.671136 0.194672 1.079175 0.2886 0.6470 0.4860 nan nan
2459904 not_connected 100.00% 0.27% 0.00% 0.00% - - 10.073824 0.267286 3.462590 -1.400546 7.857535 -1.988227 0.335658 2.188170 0.2861 0.6478 0.4809 nan nan
2459903 not_connected 100.00% 0.00% 0.00% 0.00% - - 10.695422 0.061353 3.518162 -1.387449 6.246036 -1.713365 0.009095 1.435298 0.2962 0.6569 0.4806 nan nan
2459902 not_connected 100.00% 44.29% 0.00% 0.00% - - 12.893711 0.128486 3.878786 -1.647626 7.027089 -2.129089 -0.069602 0.409770 0.2305 0.6578 0.4853 nan nan
2459901 not_connected 100.00% 73.50% 0.00% 0.00% - - 13.250740 -0.148365 3.465043 -1.325494 6.843296 -1.903033 0.075678 0.575662 0.1922 0.6487 0.4942 nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.935171 2.168601 -1.353428 0.051322 3.167411 -1.510802 0.061625 3.042372 0.5727 0.5894 0.3184 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.253824 1.912667 -1.304370 -0.084646 0.660606 -1.754346 -0.070917 3.482432 0.6245 0.6333 0.3830 nan nan
2459897 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.191468 2.129759 -1.444198 0.017427 1.749611 -1.780227 -0.658250 5.198289 0.6283 0.6328 0.3874 nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.950543 1.752740 -1.278857 -0.034840 0.739321 -2.716400 0.414925 3.781968 0.6339 0.6426 0.3850 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.244101 2.258189 -1.797086 -0.285768 -0.005127 -1.740467 -1.968732 -1.084498 0.7387 0.7325 0.2664 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.637106 2.548812 -1.529280 -0.031256 1.371078 -1.697362 -0.265212 3.176493 0.6450 0.6396 0.3706 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.611026 2.223843 -1.284847 0.003340 0.528937 -1.699768 -0.626821 3.842772 0.6423 0.6447 0.3727 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.776434 2.257929 -1.245480 -0.069077 3.476043 -1.610414 -0.625003 2.785573 0.6341 0.6458 0.3710 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.363557 2.249983 -1.466474 -0.009739 0.470870 -2.000680 -0.518509 3.053694 0.6255 0.6343 0.3759 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.490600 2.450078 -1.961490 -0.209798 1.356152 -1.248672 -0.413661 2.428006 0.6322 0.6273 0.3753 nan nan
2459889 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.807803 3.088145 -1.622617 -0.138619 1.515541 -2.088797 -0.160910 4.396362 0.6378 0.6340 0.3712 nan nan
2459888 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.347418 2.290417 -1.389354 -0.129904 0.843964 -1.830266 -0.841148 1.277319 0.6560 0.6589 0.3669 nan nan
2459887 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.945648 2.447119 -1.181495 -0.239171 -0.900714 -2.261390 -0.579880 2.819560 0.6383 0.6363 0.3783 nan nan
2459886 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.306539 2.666857 -0.681174 -0.042517 -0.341240 -1.365766 -1.083023 0.000461 0.7141 0.7022 0.3326 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 6.433668 5.160788 5.569311 0.292036 2.891677 4.657733 3.365861 2.975466 0.6893 0.6779 0.3450 nan nan
2459884 not_connected 100.00% 100.00% 100.00% 0.00% - - 213.517125 212.887476 inf inf 7007.873122 6727.728418 8106.085125 7637.647785 nan nan nan nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.910306 4.599212 5.033621 0.275820 2.083990 1.988058 1.308965 11.640848 0.6468 0.6432 0.3699 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.380411 8.133055 7.610962 0.200091 2.338616 4.093038 1.307571 3.429041 0.6494 0.6374 0.3668 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.539409 4.152617 7.102673 0.377943 4.057256 6.728247 0.081457 8.614710 0.6888 0.6894 0.3178 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.658010 5.102412 4.745531 0.215246 2.339933 2.430274 -0.388819 3.667196 0.6400 0.6361 0.3798 nan nan
2459879 not_connected 100.00% 100.00% 100.00% 0.00% - - 183.377062 183.153117 inf inf 3360.198718 3223.207291 9050.685456 8656.904399 nan nan nan nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.387388 4.791445 5.642418 0.707182 3.843500 3.659489 1.223544 8.349276 0.6331 0.6417 0.3854 nan nan
2459876 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.924605 5.187051 2.893857 -0.142856 5.053310 10.217527 0.087579 5.676613 0.6545 0.6341 0.3770 nan nan
2459875 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 9.041667 7.891554 1.989279 -0.387388 1.907634 5.578396 0.102167 5.054610 0.6497 0.6300 0.3733 nan nan
2459873 not_connected 100.00% 0.00% 0.00% 0.00% - - 6.555984 6.177347 4.538383 -0.072271 3.214072 2.844641 -0.566820 1.866139 0.6549 0.6222 0.3745 nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.758440 5.420754 6.411152 0.518888 5.202835 9.136454 -0.167365 3.585088 0.6558 0.6301 0.3816 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.220185 4.152827 5.297107 0.351659 2.195115 6.482708 -0.456682 1.717534 0.6618 0.6297 0.3766 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 8.026656 7.081788 2.497845 0.041515 4.498326 4.473001 -0.101444 5.292278 0.6594 0.6387 0.3771 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.064380 4.680274 1.089311 -0.140438 3.714887 4.738528 0.486616 4.651390 0.6695 0.6638 0.3693 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.283106 7.020095 5.295222 0.280366 2.236562 4.028282 1.031400 6.574727 0.6488 0.6282 0.3876 nan nan
2459867 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.664239 4.849130 5.056754 0.123216 1.377596 2.720143 0.448724 3.636077 0.6605 0.6305 0.3890 nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.633099 5.576617 3.887161 0.027297 3.102126 2.460561 0.295485 1.012386 0.6630 0.6373 0.3815 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.781605 7.396063 7.566583 0.427907 2.063686 5.736321 2.528999 3.728004 0.6931 0.6592 0.3566 nan nan
2459864 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459863 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.692514 3.960490 -2.017729 -1.128431 2.253937 -0.576770 -0.272172 2.035756 0.6572 0.6174 0.3901 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.005221 4.937799 6.146257 2.314504 3.493153 4.780650 -0.445826 1.606091 0.6438 0.6521 0.4024 nan nan
2459861 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.572145 2.591776 -1.989100 -0.850394 1.327379 -2.307717 -0.292970 2.290710 0.6698 0.6353 0.3997 nan nan
2459860 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.253076 2.969066 2.563993 1.732442 0.405775 3.962284 -0.335846 2.947707 0.6692 0.6336 0.3991 nan nan
2459859 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.226377 2.158566 -1.707467 -0.896839 1.427131 -1.980421 -0.326506 3.476678 0.6780 0.6401 0.3952 nan nan
2459858 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.373879 2.284263 -1.884060 -1.070354 6.897919 -2.117400 0.449537 3.540206 0.6863 0.6438 0.4088 2.807099 2.468817
2459857 not_connected 100.00% 0.00% 0.00% 0.00% - - 15.003943 16.490695 8.718970 9.311253 125.802671 136.323677 36.929476 49.116420 0.6584 0.6582 0.4237 nan nan
2459856 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.862774 4.436167 1.603233 1.781822 6.894646 1.456078 -0.257261 3.185041 0.6700 0.6611 0.3941 2.551509 2.398184
2459855 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.553506 5.078359 3.171309 2.191720 6.036599 0.646494 -0.285103 1.710563 0.6462 0.6656 0.4288 2.815549 2.590845
2459854 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.651783 5.987536 3.017570 2.698383 4.041630 0.423704 -0.212315 3.097679 0.6769 0.6961 0.4235 2.808245 2.469144
2459853 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 290.535673 290.838314 inf inf 3971.304384 3900.022268 12485.943686 12542.449101 nan nan nan 0.000000 0.000000
2459852 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.344621 5.062153 5.176110 2.571699 2.589578 4.452413 4.847119 2.846617 0.8079 0.8044 0.2492 4.300196 4.053990
2459851 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.425573 6.279957 4.700033 3.285856 2.174546 9.536356 1.750455 6.402465 0.7136 0.7056 0.3406 2.618152 2.314256
2459850 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.238006 5.765650 3.432056 3.005442 3.995943 4.160238 0.349184 6.259522 0.6984 0.7140 0.3440 2.767619 2.544806
2459849 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.105155 5.176152 5.752532 7.186482 8.353061 2.201440 -0.100183 6.148903 0.6915 0.7091 0.3571 3.037167 2.931871
2459848 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.414566 4.561601 7.831275 7.589794 8.336093 4.181156 -0.266730 5.743907 0.6871 0.7191 0.3729 2.132307 2.093209
2459847 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.555080 5.026878 9.245020 7.136333 8.490270 4.206512 0.092355 1.985801 0.6945 0.6468 0.4261 5.533443 5.205221
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.469017 4.914879 6.722091 5.456769 3.384881 3.444247 1.239081 4.490981 0.8255 0.6488 0.5132 3.790749 3.444551
2459845 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.558595 5.730449 9.085153 10.747069 13.078277 5.707816 7.976880 14.806757 0.7158 0.7291 0.3619 0.000000 0.000000
2459844 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.789226 41.020599 113.843368 122.949932 283.090025 202.410135 103.821198 108.766232 0.8677 0.6230 0.5817 nan nan
2459843 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.529349 3.089329 11.040154 12.503875 74.334021 74.449396 2.465296 7.199451 0.7546 0.7538 0.3856 5.966480 4.796899
2459842 not_connected 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.307012 0.259584 -3.066710 -2.866826 -0.574456 -2.564679 -0.750648 0.814254 0.7464 0.6574 0.2666 4.412045 3.407379
2459841 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.801395 36.439475 94.739649 99.610490 362.335033 265.834965 27.049059 39.785851 0.7476 0.7239 0.3806 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 61: 2459976

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
61 N06 not_connected ee Shape 2.531495 0.179527 2.531495 -1.504917 -0.720654 -1.223360 1.924791 -0.371555 -0.827240

Antenna 61: 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
61 N06 not_connected ee Shape 2.390207 2.390207 0.088054 -0.742444 -1.600872 1.831743 -1.296011 -0.466770 0.330729

Antenna 61: 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
61 N06 not_connected ee Shape 2.400582 2.400582 -0.079145 -0.572288 -1.639902 2.264602 -1.547531 -0.554106 0.106546

Antenna 61: 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
61 N06 not_connected ee Shape 2.378537 2.378537 -0.183241 -0.657793 -1.450407 1.374296 -1.251167 -0.831688 -0.129691

Antenna 61: 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
61 N06 not_connected ee Temporal Variability 2.731997 2.427229 0.202898 -0.734095 -1.576028 2.731997 -0.319962 1.356701 1.918268

Antenna 61: 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
61 N06 not_connected ee Shape 2.188506 2.188506 0.222637 -0.751230 -1.493763 1.723024 -1.327398 -0.760296 -0.358486

Antenna 61: 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
61 N06 not_connected ee Shape 2.549823 0.205725 2.549823 -1.464186 -0.730573 -0.647727 1.766140 2.250753 1.496973

Antenna 61: 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
61 N06 not_connected ee Shape 2.578747 2.578747 -0.049437 -0.414954 -1.357857 1.892840 -1.119280 -0.707402 -0.025484

Antenna 61: 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
61 N06 not_connected ee Temporal Variability 4.294380 -0.582730 -0.420422 -0.424388 -1.428607 4.294380 -1.606054 -1.154718 -1.392301

Antenna 61: 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
61 N06 not_connected ee Shape 2.645856 2.645856 0.178389 -0.798421 -1.488671 1.777415 -1.420426 -0.788856 -0.150180

Antenna 61: 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
61 N06 not_connected ee Shape 3.020287 0.579414 3.020287 -1.567891 -0.960893 -1.180531 2.381842 0.004909 -0.686458

Antenna 61: 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
61 N06 not_connected ee Shape 2.556927 0.404886 2.556927 -1.451339 -0.712497 -1.099620 2.292925 -0.081363 -0.310824

Antenna 61: 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
61 N06 not_connected ee Shape 2.827090 0.262649 2.827090 -1.757444 -0.585157 -1.579457 -0.561961 -1.361388 -0.459403

Antenna 61: 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
61 N06 not_connected ee Shape 1.511940 -0.672669 1.511940 -1.349863 -0.650628 -2.496978 0.002404 -1.555310 -1.093713

Antenna 61: 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
61 N06 not_connected ee Shape 2.641665 0.307352 2.641665 -1.543147 -0.934333 -0.990152 0.976617 -1.104044 -0.948349

Antenna 61: 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
61 N06 not_connected ee Shape 2.211820 2.211820 -0.209117 -0.960960 -1.573427 0.521112 -1.250152 -0.908017 0.054616

Antenna 61: 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
61 N06 not_connected ee Shape 2.967352 0.449611 2.967352 -1.588100 -1.039385 -0.939680 1.223187 0.649041 0.073682

Antenna 61: 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
61 N06 not_connected ee Shape 2.823206 0.482162 2.823206 -1.561078 -0.985058 -1.080108 1.728020 1.203002 0.657187

Antenna 61: 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
61 N06 not_connected ee Shape 2.769034 -0.000995 2.769034 -1.389892 -0.769494 -0.735310 2.000859 -1.532453 -1.156960

Antenna 61: 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
61 N06 not_connected ee Shape 2.501265 2.501265 0.138855 -0.924151 -1.445834 1.022772 -1.117413 -0.796977 -0.214276

Antenna 61: 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
61 N06 not_connected ee Shape 2.798490 0.251541 2.798490 -1.239175 -0.774364 -1.184282 1.918122 0.397040 -0.667431

Antenna 61: 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
61 N06 not_connected ee Shape 2.660208 0.149591 2.660208 -1.454591 -0.736578 -1.482106 1.174001 -0.000356 -0.687262

Antenna 61: 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
61 N06 not_connected ee Shape 2.982380 -0.056613 2.982380 -1.326748 -0.475914 -1.215884 1.573935 1.085731 -0.477479

Antenna 61: 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
61 N06 not_connected ee Shape 2.446166 -0.233083 2.446166 -1.496074 -0.115740 -1.210735 1.690485 1.319372 -0.642344

Antenna 61: 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
61 N06 not_connected ee Shape 2.786723 -0.139910 2.786723 -1.514836 0.037257 -1.741616 1.433631 0.195163 -0.528573

Antenna 61: 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
61 N06 not_connected ee Shape 2.854801 2.854801 -0.389293 -0.264370 -1.558226 1.814340 -0.909841 0.139328 0.906559

Antenna 61: 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
61 N06 not_connected ee Shape 2.671356 2.671356 -0.160030 -0.639965 -2.073961 2.066608 -0.883126 -0.463383 -0.411619

Antenna 61: 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
61 N06 not_connected ee Shape 3.045681 -0.244549 3.045681 -1.517822 -0.334812 -1.655958 0.574055 -0.450250 -1.219206

Antenna 61: 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
61 N06 not_connected ee Shape 2.699738 -0.263159 2.699738 -1.521522 -1.045853 -1.253721 0.843580 0.763914 -0.325732

Antenna 61: 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
61 N06 not_connected ee Shape 2.363740 -0.447079 2.363740 -1.459026 -0.853316 -1.034717 1.105767 0.698730 -0.423624

Antenna 61: 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
61 N06 not_connected ee Shape 2.231946 2.231946 -0.436111 -0.659867 -1.466435 1.584820 -0.830634 -0.447748 0.529874

Antenna 61: 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
61 N06 not_connected ee Temporal Variability 1.879466 -0.697880 1.650067 -1.438809 -0.495665 -0.830163 1.879466 -0.171275 -0.823438

Antenna 61: 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
61 N06 not_connected ee Shape 2.409883 -0.333098 2.409883 -1.616410 -0.742071 -1.176966 2.337793 -0.407186 -0.702128

Antenna 61: 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
61 N06 not_connected ee Shape 2.604339 1.262794 2.604339 -1.436901 -0.938934 -0.957415 2.017707 0.221842 -0.727976

Antenna 61: 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
61 N06 not_connected ee Shape 2.556374 0.937962 2.556374 -1.387379 -0.737263 -0.646419 1.207715 0.580089 -0.345135

Antenna 61: 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
61 N06 not_connected ee Shape 2.520936 0.837530 2.520936 -1.362379 -0.569320 -0.928131 1.746982 0.395152 -0.147303

Antenna 61: 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
61 N06 not_connected ee Shape 2.509594 0.878390 2.509594 -1.567815 -0.581910 -1.168490 1.118950 0.574829 -0.673073

Antenna 61: 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
61 N06 not_connected ee Shape 2.741530 2.741530 1.211838 -0.780328 -1.612229 1.293699 -1.139150 -0.718451 -0.795318

Antenna 61: 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
61 N06 not_connected ee Shape 2.925013 2.925013 1.266819 -1.107533 -2.070586 1.947233 -1.128218 -1.570653 -1.922665

Antenna 61: 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
61 N06 not_connected ee Shape 2.997323 0.392694 2.997323 -1.536686 -1.029777 -1.170902 1.355354 0.803077 -0.105361

Antenna 61: 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
61 N06 not_connected ee Shape 3.803656 3.803656 0.536749 -0.967067 -1.353416 2.339038 -0.985233 -0.422293 0.194092

Antenna 61: 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
61 N06 not_connected ee Shape 2.988793 0.487362 2.988793 -1.377576 -1.071221 -1.361631 1.624466 -0.312864 -0.643937

Antenna 61: 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
61 N06 not_connected ee Shape 2.409841 0.193024 2.409841 -1.374175 -0.680060 0.668547 -1.250059 0.674033 -0.092591

Antenna 61: 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
61 N06 not_connected ee Shape 3.561739 3.561739 0.599598 -0.746961 -1.549142 1.204075 -0.971155 -0.521171 0.249953

Antenna 61: 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
61 N06 not_connected ee Shape 2.980935 2.980935 0.878888 -0.681747 -1.276351 0.958767 -0.193388 -0.390189 -0.030428

Antenna 61: 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
61 N06 not_connected ee Shape 1.023958 0.338946 1.023958 -1.105795 -0.066438 -0.983345 -0.173158 -0.813963 -0.047731

Antenna 61: 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
61 N06 not_connected nn Shape 3.066638 3.066638 2.644462 0.953334 -1.115222 2.003234 0.577276 0.528691 -0.504686

Antenna 61: 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
61 N06 not_connected nn Temporal Variability 4.207681 1.806949 2.400460 0.800385 -0.291629 4.207681 2.290231 0.610615 -0.253738

Antenna 61: 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
61 N06 not_connected ee Shape 1.842727 0.722819 1.842727 0.724851 -0.335884 0.048021 -0.185538 0.113246 -0.486468

Antenna 61: 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
61 N06 not_connected nn Temporal Variability 3.711480 0.268590 0.567997 -0.492401 0.652387 0.297292 3.711480 -1.141950 -0.801524

Antenna 61: 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
61 N06 not_connected nn Temporal Variability 8.624414 2.658497 2.118349 -0.450687 0.705387 -0.385035 8.624414 0.070248 0.344155

Antenna 61: 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
61 N06 not_connected ee Shape 2.871260 0.648752 2.871260 -0.501723 -0.837669 -1.411106 0.307857 -0.718556 -1.187350

Antenna 61: 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
61 N06 not_connected ee Shape 3.020670 0.739553 3.020670 -0.784745 -1.097962 -1.703307 0.868337 0.272648 -0.770569

Antenna 61: 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
61 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 61: 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
61 N06 not_connected ee Shape 2.375487 -0.053664 2.375487 -0.525157 -0.736820 -1.426096 0.806824 1.552858 -0.520218

Antenna 61: 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
61 N06 not_connected ee Shape 2.422706 2.422706 0.022435 -0.550216 -0.585362 -0.381129 -1.529814 -0.621234 1.253560

Antenna 61: 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
61 N06 not_connected ee Shape 3.230674 0.188006 3.230674 -0.820268 -0.688112 -1.536984 1.555181 0.781368 -0.702927

Antenna 61: 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
61 N06 not_connected ee Shape 2.964865 0.303181 2.964865 -0.773130 -0.798039 -1.022868 0.004701 1.838883 -0.406159

Antenna 61: 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
61 N06 not_connected ee Shape 2.618506 2.618506 0.110436 -0.337408 -0.759022 1.251350 -1.512387 0.302642 1.874397

Antenna 61: 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
61 N06 not_connected ee Shape 2.663334 2.663334 0.240136 -0.699286 -0.998859 2.570402 -0.940490 -0.496180 0.428352

Antenna 61: 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
61 N06 not_connected ee Shape 3.135803 3.135803 0.701903 -0.904316 -1.282014 1.813140 -1.449494 -1.277855 -1.074235

Antenna 61: 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
61 N06 not_connected ee Shape 8.638516 0.857123 8.638516 -1.274342 1.956215 -1.316663 4.889467 0.462282 1.120211

Antenna 61: 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
61 N06 not_connected ee Shape 7.848972 0.456390 7.848972 -1.011821 1.933491 -1.638945 4.555429 0.840856 0.028954

Antenna 61: 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
61 N06 not_connected ee Shape 7.784946 0.245792 7.784946 -1.147314 2.378106 -1.534536 4.989744 1.415964 0.678140

Antenna 61: 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
61 N06 not_connected ee Shape 8.217135 0.169002 8.217135 -1.187405 2.517536 -1.769721 5.544780 0.158955 -0.514625

Antenna 61: 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
61 N06 not_connected ee Shape 8.980693 0.064877 8.980693 -1.105227 2.547647 -1.827404 5.215661 0.331397 -0.371504

Antenna 61: 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
61 N06 not_connected ee Shape 9.777038 9.777038 0.073842 2.609025 -0.971744 4.496599 -1.612175 -0.207369 0.810335

Antenna 61: 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
61 N06 not_connected ee Shape 10.739214 0.154725 10.739214 -1.094985 3.066127 -1.783043 5.660545 0.496641 -0.035613

Antenna 61: 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
61 N06 not_connected ee Shape 10.608874 0.285346 10.608874 -1.357047 3.145342 -1.719376 6.952389 0.846380 -0.377726

Antenna 61: 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
61 N06 not_connected ee Temporal Variability 10.571447 0.211929 10.236653 -1.321777 3.114285 -2.671136 10.571447 1.079175 0.194672

Antenna 61: 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
61 N06 not_connected ee Shape 10.073824 0.267286 10.073824 -1.400546 3.462590 -1.988227 7.857535 2.188170 0.335658

Antenna 61: 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
61 N06 not_connected ee Shape 10.695422 0.061353 10.695422 -1.387449 3.518162 -1.713365 6.246036 1.435298 0.009095

Antenna 61: 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
61 N06 not_connected ee Shape 12.893711 12.893711 0.128486 3.878786 -1.647626 7.027089 -2.129089 -0.069602 0.409770

Antenna 61: 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
61 N06 not_connected ee Shape 13.250740 13.250740 -0.148365 3.465043 -1.325494 6.843296 -1.903033 0.075678 0.575662

Antenna 61: 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
61 N06 not_connected ee Temporal Variability 3.167411 1.935171 2.168601 -1.353428 0.051322 3.167411 -1.510802 0.061625 3.042372

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 3.482432 1.912667 2.253824 -0.084646 -1.304370 -1.754346 0.660606 3.482432 -0.070917

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 5.198289 2.129759 2.191468 0.017427 -1.444198 -1.780227 1.749611 5.198289 -0.658250

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 3.781968 1.752740 1.950543 -0.034840 -1.278857 -2.716400 0.739321 3.781968 0.414925

Antenna 61: 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
61 N06 not_connected nn Shape 2.258189 2.244101 2.258189 -1.797086 -0.285768 -0.005127 -1.740467 -1.968732 -1.084498

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 3.176493 2.548812 2.637106 -0.031256 -1.529280 -1.697362 1.371078 3.176493 -0.265212

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 3.842772 2.611026 2.223843 -1.284847 0.003340 0.528937 -1.699768 -0.626821 3.842772

Antenna 61: 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
61 N06 not_connected ee Temporal Variability 3.476043 2.257929 2.776434 -0.069077 -1.245480 -1.610414 3.476043 2.785573 -0.625003

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 3.053694 2.363557 2.249983 -1.466474 -0.009739 0.470870 -2.000680 -0.518509 3.053694

Antenna 61: 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
61 N06 not_connected ee Shape 2.490600 2.450078 2.490600 -0.209798 -1.961490 -1.248672 1.356152 2.428006 -0.413661

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 4.396362 2.807803 3.088145 -1.622617 -0.138619 1.515541 -2.088797 -0.160910 4.396362

Antenna 61: 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
61 N06 not_connected ee Shape 2.347418 2.290417 2.347418 -0.129904 -1.389354 -1.830266 0.843964 1.277319 -0.841148

Antenna 61: 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
61 N06 not_connected ee Shape 2.945648 2.447119 2.945648 -0.239171 -1.181495 -2.261390 -0.900714 2.819560 -0.579880

Antenna 61: 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
61 N06 not_connected ee Shape 3.306539 3.306539 2.666857 -0.681174 -0.042517 -0.341240 -1.365766 -1.083023 0.000461

Antenna 61: 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
61 N06 not_connected ee Shape 6.433668 5.160788 6.433668 0.292036 5.569311 4.657733 2.891677 2.975466 3.365861

Antenna 61: 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
61 N06 not_connected nn Power inf 212.887476 213.517125 inf inf 6727.728418 7007.873122 7637.647785 8106.085125

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 11.640848 4.599212 4.910306 0.275820 5.033621 1.988058 2.083990 11.640848 1.308965

Antenna 61: 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
61 N06 not_connected ee Shape 8.380411 8.133055 8.380411 0.200091 7.610962 4.093038 2.338616 3.429041 1.307571

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 8.614710 4.152617 4.539409 0.377943 7.102673 6.728247 4.057256 8.614710 0.081457

Antenna 61: 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
61 N06 not_connected ee Shape 5.658010 5.102412 5.658010 0.215246 4.745531 2.430274 2.339933 3.667196 -0.388819

Antenna 61: 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
61 N06 not_connected nn Power inf 183.153117 183.377062 inf inf 3223.207291 3360.198718 8656.904399 9050.685456

Antenna 61: 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
61 N06 not_connected nn Temporal Discontinuties 8.349276 4.791445 5.387388 0.707182 5.642418 3.659489 3.843500 8.349276 1.223544

Antenna 61: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
61 N06 not_connected nn Temporal Variability 10.217527 5.924605 5.187051 2.893857 -0.142856 5.053310 10.217527 0.087579 5.676613

Antenna 61: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
61 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 61: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
61 N06 not_connected ee Shape 9.041667 9.041667 7.891554 1.989279 -0.387388 1.907634 5.578396 0.102167 5.054610

Antenna 61: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
61 N06 not_connected ee Shape 6.555984 6.555984 6.177347 4.538383 -0.072271 3.214072 2.844641 -0.566820 1.866139
In [ ]: