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 = "35"
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 35 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 35, 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% - - -0.053891 -0.123478 0.827086 -1.444474 -0.075048 -0.641323 -0.696254 0.418209 0.5977 0.5886 0.3734 nan nan
2459975 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.003765 -0.258544 0.803623 -1.558598 0.330835 -1.043021 -0.469178 0.409482 0.5939 0.5873 0.3807 nan nan
2459974 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.039075 -0.455170 0.866716 -1.624278 -0.010321 -0.964634 -1.085689 -0.419007 0.5994 0.5953 0.3792 nan nan
2459973 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.682289 -0.748642 1.329287 -1.383615 -0.467960 -0.735194 -1.442444 -0.746050 0.6124 0.6097 0.3822 nan nan
2459972 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.210582 -0.043823 0.919367 -1.578596 -0.121059 -0.478185 0.546263 0.821664 0.5757 0.5667 0.3808 nan nan
2459971 not_connected 100.00% 99.95% 99.95% 0.00% - - nan nan inf inf nan nan nan nan 0.4507 0.6727 0.6438 nan nan
2459970 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.750597 -0.421433 1.643234 -0.995979 0.226155 -1.117844 -0.816472 -0.268594 0.5980 0.5922 0.3804 nan nan
2459969 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.859450 -0.694896 1.473585 -0.928709 0.401473 -1.157759 -0.791950 -0.186133 0.6049 0.6025 0.3825 nan nan
2459968 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.193282 -0.695469 1.408140 -1.403048 0.094137 -0.826471 0.636478 0.597297 0.6966 0.7014 0.2792 nan nan
2459967 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.602015 -0.260668 0.706495 -1.533309 11.860740 -1.256219 2.078181 -0.113890 0.5976 0.5939 0.3687 nan nan
2459966 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.918742 0.105913 0.660099 -1.013214 -0.221429 -1.221478 4.908236 0.079619 0.5890 0.5880 0.3697 nan nan
2459965 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.480857 -0.273411 0.839760 -1.042223 1.759212 -1.004997 1.473329 -0.374961 0.5996 0.5972 0.3571 nan nan
2459964 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.201410 -0.238949 0.726157 -1.218207 -0.097553 -0.693404 0.653751 0.135037 0.6482 0.6445 0.3240 nan nan
2459963 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.067504 -0.133397 0.993021 -1.565679 0.223139 -1.171011 0.196028 -0.542305 0.6903 0.6818 0.2533 nan nan
2459962 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.671097 -0.137670 1.367461 -1.402100 2.884424 -1.445795 0.315643 -1.040110 0.6483 0.6447 0.3276 nan nan
2459961 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.395262 0.387352 1.676007 -1.151946 -0.110026 -1.483092 0.237584 -0.019111 0.7122 0.6997 0.2481 nan nan
2459960 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.383340 -0.193890 1.710258 -1.175767 -0.513277 -1.322403 -0.155360 -0.673298 0.6409 0.6260 0.3207 nan nan
2459959 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459958 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.164709 0.398717 1.129700 -1.498498 -0.072202 -0.921919 -0.501312 0.446454 0.6161 0.5987 0.3779 nan nan
2459957 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.078812 0.285042 1.257070 -1.585955 -0.132573 -0.592072 -0.144840 1.162480 0.5972 0.5877 0.3795 nan nan
2459956 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.380958 1.293286 1.243280 -1.310736 1.889297 -0.998259 0.231540 -0.805358 0.6359 0.6225 0.3223 nan nan
2459955 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.291787 0.045118 1.174125 -0.972974 -0.079658 -1.077833 1.769628 -0.067551 0.5868 0.5821 0.3775 nan nan
2459954 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.421240 -0.005211 0.956520 -1.288185 -0.725002 -0.803660 3.815518 0.265065 0.5907 0.5861 0.3880 nan nan
2459953 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.537443 0.026694 0.820973 -1.452135 -0.333608 -1.133401 1.687366 0.057477 0.6076 0.6035 0.3850 nan nan
2459952 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.217440 -0.277666 1.063950 -1.328617 -0.777543 -0.909579 0.757355 0.376581 0.6112 0.6085 0.3908 nan nan
2459951 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.532234 -0.681477 1.282198 -1.031432 -0.616470 -1.116311 -0.617227 -0.635414 0.6213 0.6258 0.3923 nan nan
2459950 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.254298 -0.833571 1.623648 -0.852650 0.822272 -1.294543 -1.498964 -1.155450 0.6132 0.6164 0.3981 nan nan
2459949 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.192241 -0.691518 0.913014 -1.573610 -0.009718 -0.787373 -1.100228 -0.254380 0.6077 0.6045 0.3948 nan nan
2459948 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.589569 -0.612768 1.446100 -1.721135 1.550139 -0.986696 -1.164962 0.307645 0.6329 0.6419 0.3754 nan nan
2459947 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.342931 -0.515382 0.981138 -1.471937 0.459767 -1.473497 -0.476223 0.057517 0.6384 0.6272 0.3677 nan nan
2459946 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.022923 -0.278856 0.152598 -1.439143 -1.050025 -0.591725 12.346062 0.669552 0.6126 0.6090 0.3839 nan nan
2459945 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.714194 -0.535231 -0.029618 -1.430813 -0.147340 -0.508785 4.319099 -0.133048 0.6204 0.6164 0.3868 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.188089 -0.638608 0.495733 -1.540670 -0.663963 -0.678448 2.646071 0.068740 0.6270 0.6257 0.3847 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.464957 -1.166781 0.790817 -1.268582 1.056875 -0.441061 0.724367 -0.730121 0.6280 0.6323 0.3925 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.612327 -0.664700 0.136168 -1.576067 -1.415475 -0.733866 2.938300 -0.310330 0.6225 0.6158 0.3830 nan nan
2459941 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.987116 0.237688 0.181893 -1.366708 -0.872717 -0.251966 9.323366 1.257376 0.6075 0.6022 0.4003 nan nan
2459940 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.524284 -0.499077 0.374101 -1.716763 -1.066536 -0.711011 10.030917 0.169756 0.6120 0.6103 0.3986 nan nan
2459939 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.323592 -0.628676 0.485513 -1.398552 -0.858306 -0.630026 4.550488 0.186625 0.6199 0.6169 0.3952 nan nan
2459938 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.070021 -0.616786 0.701441 -1.334037 -0.666527 -1.062100 5.974634 -0.148542 0.6235 0.6235 0.3928 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.953583 -0.190766 -0.079010 -1.595003 -1.029341 -0.937236 2.106839 1.562698 0.6365 0.6438 0.3684 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.381562 -0.118560 0.095143 -2.112983 -0.394138 0.231897 0.090834 1.171521 0.7300 0.7357 0.2309 nan nan
2459935 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.390117 0.235153 0.917189 -1.242797 -0.612477 -1.350499 9.487359 0.238754 0.5951 0.5908 0.3717 nan nan
2459934 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.320879 -0.014657 1.341697 -0.736837 -0.009672 -0.858814 2.086422 -0.619562 0.6227 0.6263 0.3882 nan nan
2459933 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.270799 -0.021383 1.510206 -0.698459 0.939163 -1.303721 5.016756 -0.803098 0.6068 0.6127 0.3840 nan nan
2459932 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.588335 -0.619770 1.709256 -0.760386 9.662163 -0.352754 -1.006924 -0.534817 0.5399 0.5489 0.3242 nan nan
2459931 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.148268 0.000882 1.342456 -1.408672 0.720887 -1.228417 -0.886153 -0.648807 0.6332 0.6342 0.3796 nan nan
2459930 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.244362 0.006902 1.319735 -1.300685 1.357915 -0.988275 -1.174134 -0.668639 0.6276 0.6284 0.3880 nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.749480 0.975956 0.201875 -1.348389 -0.525041 -0.954838 -0.393004 -0.554795 0.7330 0.7293 0.2438 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.017741 -0.314878 0.678177 -1.953365 -0.760645 -1.069827 -1.284696 0.093714 0.6050 0.5945 0.3863 nan nan
2459927 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.571634 -1.362077 0.569044 -1.611843 -1.268542 -0.225602 -1.159828 -0.564965 0.5673 0.5660 0.3281 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.205398 -0.885068 -0.195636 -1.889685 -1.263454 -0.902896 -0.961344 -0.141477 0.7348 0.7575 0.2301 nan nan
2459925 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.113788 -0.246115 0.424391 -2.087624 7.392068 -0.709609 -0.676690 -1.429028 0.7133 0.6988 0.2651 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.337989 -0.627154 0.152225 -1.916573 -0.558949 -1.601661 -0.500584 0.463799 0.6384 0.6444 0.3758 nan nan
2459923 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.007731 -0.155498 0.057888 -1.555796 5.759732 -1.462254 -0.925860 0.183201 0.6768 0.6795 0.3475 nan nan
2459922 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.190289 0.183697 0.710490 -1.438123 1.228540 -1.183780 0.817192 -0.247600 0.6281 0.6280 0.3971 nan nan
2459921 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.343695 -0.323686 0.766472 -1.862587 -0.822805 -1.356919 0.023099 0.071607 0.6354 0.6332 0.4087 nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.563610 -0.689241 0.673636 -1.406687 -0.740437 -0.946178 -1.598582 -0.207528 0.6329 0.6335 0.4148 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.329016 -0.570051 0.867522 -1.347479 -0.258887 -0.594317 -1.482256 0.620195 0.6339 0.6354 0.3817 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.504752 -0.476264 0.969088 -1.414600 -0.443933 -0.662344 -1.541895 -0.269885 0.6439 0.6452 0.3988 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.301477 -0.180043 0.677713 -1.511824 -0.907358 -0.553545 -0.937709 0.824659 0.6756 0.6690 0.4634 nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.442249 -0.634475 0.673559 -1.545290 -0.531940 -0.745305 -1.820544 0.518860 0.6406 0.6457 0.4000 nan nan
2459915 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.428327 -0.539164 0.541526 -1.111395 4.906474 -0.155130 0.113770 0.061786 0.6685 0.6742 0.3662 nan nan
2459914 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.798862 -0.242477 0.625555 -1.163153 6.617876 -0.917492 0.684728 1.013722 0.6893 0.7031 0.3171 nan nan
2459913 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.556271 0.661430 -1.283868 -1.694822 2.228428 -0.346089 3.588446 0.024855 0.6318 0.6362 0.4035 nan nan
2459912 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.357017 -0.000897 -1.031237 -1.560514 1.326866 -1.359734 2.951068 -0.057743 0.6117 0.6381 0.3979 nan nan
2459911 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.488667 -0.186257 -1.353134 -1.608974 5.892923 -0.869296 0.668673 0.452969 0.6128 0.6383 0.4032 nan nan
2459910 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.156170 -0.522272 -0.613003 -1.258059 7.051996 -1.478699 -0.040299 -0.434334 0.6208 0.6417 0.4014 nan nan
2459909 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.081962 -0.409883 -0.660140 -1.466922 11.348400 -0.929782 0.264575 -0.373058 0.6187 0.6385 0.4003 nan nan
2459908 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.364547 -0.456293 -0.698702 -1.338746 7.680149 -1.284695 0.440280 -0.290920 0.6245 0.6495 0.4000 nan nan
2459907 not_connected 100.00% 0.00% 0.00% 0.00% - - -1.101351 -0.079595 -0.781186 -1.579703 17.248979 -0.660229 -0.332465 -0.150599 0.6240 0.6445 0.3974 nan nan
2459906 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.620583 0.062541 -0.827901 -1.586078 -0.729603 -0.531357 -0.516836 -0.190944 0.6123 0.6339 0.3970 nan nan
2459905 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.226332 -0.047684 -0.424330 -1.105563 -1.761162 -1.611364 0.158878 -0.003136 0.6066 0.6312 0.4017 nan nan
2459904 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.251254 -0.128985 -0.221037 -1.005779 -1.174082 -1.478361 1.012427 0.513104 0.6103 0.6313 0.3952 nan nan
2459903 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.651023 -0.012519 -1.127833 -1.682453 -1.291644 -1.318297 -0.384207 0.041856 0.6149 0.6367 0.4015 nan nan
2459902 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.344975 -0.029205 1.007091 -1.499854 1.594772 -1.099119 0.346360 -0.374910 0.6345 0.6383 0.3959 nan nan
2459901 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.102700 -0.027504 0.546495 -1.698188 -0.484356 -0.406058 -1.110172 -0.488669 0.6287 0.6322 0.4069 nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.037867 -0.017236 0.387768 -1.328737 -0.220099 0.095019 -0.199519 0.318515 0.5731 0.5803 0.3321 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.456593 -0.061970 0.935412 -1.676900 -0.398026 -1.647916 0.301402 -0.181158 0.6340 0.6347 0.4001 nan nan
2459897 not_connected 100.00% 100.00% 100.00% 0.00% - - 228.227832 228.348814 inf inf 5121.960595 5139.496387 8664.070227 8767.742189 nan nan nan nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.535750 -0.469722 1.055816 -1.401763 2.456001 -2.940369 -0.688334 -0.354095 0.6431 0.6468 0.3990 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.251560 0.042691 1.666127 -1.385207 0.430998 -1.434861 0.476030 -1.038299 0.7202 0.7155 0.2965 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.316737 0.490491 1.172386 -1.532640 0.005142 -1.276929 -0.611920 0.256495 0.6513 0.6394 0.3869 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.017597 0.321994 0.481533 -1.352851 -0.632927 -1.654583 -0.825276 0.079151 0.6516 0.6447 0.3901 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.111847 -0.068139 0.589585 -1.689789 -1.078299 -0.694778 -0.066656 -0.214695 0.6464 0.6504 0.3876 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.853441 0.143468 -0.949284 -1.606109 2.405430 -1.556214 1.663089 0.197571 0.5978 0.6378 0.3927 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.187210 0.340327 1.652521 -1.824032 -0.210652 -1.036757 -0.351098 0.563494 0.6408 0.6306 0.3933 nan nan
2459889 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.350549 0.541135 1.408195 -1.683884 0.248916 -2.120624 -1.329643 0.033973 0.6493 0.6376 0.3891 nan nan
2459888 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.203320 0.212782 1.418906 -1.558476 5.391377 -2.103511 -0.297358 0.128734 0.6634 0.6609 0.3846 nan nan
2459887 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.949203 0.344634 -1.458725 -2.068695 54.668323 -1.807671 2.787224 0.981394 0.6171 0.6400 0.4012 nan nan
2459886 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.942708 0.192568 0.949842 -1.643287 -0.637638 -1.574869 -0.310976 0.319599 0.7169 0.7004 0.3562 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.336254 1.675601 26.891583 13.288938 26.531678 4.509871 11.093233 2.476900 0.6846 0.6745 0.3677 nan nan
2459884 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.444426 -0.063887 4.709306 -1.575739 4.224971 -2.338288 -3.017966 0.656171 0.6472 0.6349 0.3985 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 6.670125 1.527294 39.968892 11.926943 5.183122 2.159771 -5.162022 1.841839 0.6515 0.6468 0.3868 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 10.514323 3.043683 47.512875 12.931833 7.111759 2.458743 -2.581515 1.586273 0.6550 0.6414 0.3837 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 6.989685 1.106484 53.237053 15.415144 14.083710 3.102410 -3.844122 4.613069 0.7004 0.6955 0.3302 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.482583 1.733425 42.669509 12.439530 4.364339 2.224541 -3.201116 0.550993 0.6493 0.6415 0.3958 nan nan
2459879 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.259053 -0.319431 1.914691 -2.161054 -0.662139 -1.462063 -3.910436 -0.636642 0.6311 0.6341 0.4179 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.057360 1.736800 51.899277 15.574498 7.570968 2.915305 -6.677535 1.906079 0.6436 0.6482 0.3999 nan nan
2459876 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.427475 1.734333 26.315137 6.746496 199.643400 5.907188 34.382026 0.205339 0.6432 0.6442 0.4085 nan nan
2459875 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.143786 1.682813 4.429264 14.357663 8.452004 4.168691 0.464676 0.455770 0.6348 0.6659 0.4189 nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.930717 2.495637 -0.695580 4.523471 16.912245 3.771479 2.383770 0.020542 0.6166 0.6370 0.3972 nan nan
2459873 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.908887 2.313096 1.107321 9.130762 1.465692 2.460655 0.685008 0.432893 0.6074 0.6292 0.3970 nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.234401 1.436761 2.055404 12.812705 6.749173 5.567204 2.090392 -0.370887 0.6082 0.6365 0.4061 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.548496 1.343420 3.038207 13.473485 12.158494 5.033901 0.547087 0.033591 0.6275 0.6371 0.3981 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.663927 2.203663 1.222223 6.601776 1.716244 3.459993 4.222633 -0.296137 0.6167 0.6448 0.4097 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.351658 0.749918 27.956649 6.844665 105.005856 3.320661 0.036228 -0.123950 0.6607 0.6684 0.3940 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.834215 2.540069 2.431988 10.215228 7.754186 3.299059 7.842010 0.035813 0.5978 0.6350 0.4222 nan nan
2459867 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.084464 1.801454 1.593788 11.508011 0.952131 2.611249 4.988054 -0.307232 0.6206 0.6390 0.4204 nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.787394 1.862499 -0.095720 7.107662 1.112116 2.078890 4.094525 -0.828661 0.6259 0.6435 0.4126 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.967997 3.516952 2.374233 8.918071 4.742289 4.751411 4.923008 1.409489 0.6320 0.6651 0.3837 nan nan
2459864 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.402308 2.739545 -0.741439 5.458762 2.494369 3.077165 11.484949 1.124569 0.6035 0.6320 0.4362 nan nan
2459863 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.525136 0.673677 -1.267490 -1.451622 -0.659335 -0.647573 3.671752 -0.702633 0.6003 0.6261 0.4216 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.571587 1.166182 -0.340867 7.000387 4.091352 2.846085 1.312650 -0.153737 0.5799 0.6596 0.4399 nan nan
2459861 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.051869 -0.088833 -0.556281 -2.065407 -1.749952 -1.665314 5.952491 -0.237775 0.6200 0.6410 0.4361 nan nan
2459860 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.473432 -0.365746 1.298447 7.449805 3.132243 3.938525 3.940005 -0.659618 0.6271 0.6402 0.4370 nan nan
2459859 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.996454 -0.291767 -0.123074 -2.278446 0.339822 -1.685670 1.178590 -0.054751 0.6263 0.6464 0.4341 nan nan
2459858 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.852818 -0.157712 -0.411706 -2.449081 -1.694317 -2.013424 5.574541 -0.092626 0.6408 0.6505 0.4436 2.447880 2.601719
2459857 not_connected 0.00% 100.00% 100.00% 0.00% - - 3.492417 0.849837 2.142813 2.380752 1.046394 -0.540921 1.438503 -2.210418 0.0290 0.0292 0.0005 nan nan
2459856 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.607974 0.652797 -0.958440 5.630443 4.263983 1.030568 1.791026 -0.586575 0.6274 0.6691 0.4338 2.423846 2.653085
2459855 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.148261 0.502823 0.209023 6.139351 0.086040 0.583900 2.857717 -0.711028 0.6043 0.6752 0.4711 2.719352 2.920611
2459854 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.226375 0.100135 0.983933 5.855953 0.455754 0.533359 5.025464 0.305822 0.6442 0.7144 0.4587 2.280927 2.360096
2459853 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.538578 0.286348 3.280390 9.364082 1.348007 2.099451 7.156600 -0.081770 0.6667 0.6555 0.4526 2.817366 3.047641
2459852 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.025331 1.470292 3.190974 8.691133 1.828017 5.352549 2.880341 5.710893 0.7743 0.8086 0.2760 4.830338 5.483250
2459851 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.657644 3.130349 0.275280 8.138906 10.050139 11.891126 5.443827 8.403209 0.6687 0.7098 0.3752 2.264655 2.535631
2459850 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.478256 1.414996 1.179211 6.940693 1.753993 5.309765 8.766453 5.439674 0.6667 0.7239 0.3774 2.581878 2.837892
2459849 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.329576 -0.030601 1.640870 15.299833 2.364222 1.328892 4.849425 -0.039725 0.6635 0.7193 0.3865 2.999991 3.193454
2459848 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.616151 0.288918 2.028607 10.778105 7.786274 2.677473 2.767300 -0.391282 0.6349 0.7214 0.4063 2.568509 2.890394
2459847 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.781507 0.354487 2.897315 9.898209 5.008080 1.934918 3.546192 -0.768376 0.6417 0.6512 0.4570 4.516327 4.617385
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.900613 3.045333 0.166639 8.159847 2.408039 5.268061 2.790109 -0.410503 0.8015 0.6537 0.5070 2.766869 1.417140
2459845 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.461504 0.582340 2.158273 14.908804 4.279218 1.648105 2.112420 -1.265090 0.6621 0.7301 0.4097 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 7.835868 4.028087 55.525076 55.668650 0.968416 0.431693 3.388481 -2.053945 0.0281 0.0284 0.0006 nan nan
2459843 not_connected 100.00% 1.20% 0.66% 0.00% 100.00% 0.00% 3.680015 4.186813 0.417580 15.149002 20.001279 5.526512 1.083987 -2.656929 0.6745 0.7335 0.4300 5.057419 3.518508
2459842 not_connected 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.143693 1.280090 -2.810810 -0.144192 -1.581917 -1.751993 -0.089784 -2.326146 0.7361 0.6111 0.3004 3.700625 3.064528
2459841 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.725691 44.737522 123.135288 121.933350 169.895447 76.180809 11.517915 3.193536 0.7549 0.7343 0.3235 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 35: 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
35 N06 not_connected ee Power 0.827086 -0.123478 -0.053891 -1.444474 0.827086 -0.641323 -0.075048 0.418209 -0.696254

Antenna 35: 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
35 N06 not_connected ee Power 0.803623 0.003765 -0.258544 0.803623 -1.558598 0.330835 -1.043021 -0.469178 0.409482

Antenna 35: 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
35 N06 not_connected ee Power 0.866716 0.039075 -0.455170 0.866716 -1.624278 -0.010321 -0.964634 -1.085689 -0.419007

Antenna 35: 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
35 N06 not_connected ee Power 1.329287 0.682289 -0.748642 1.329287 -1.383615 -0.467960 -0.735194 -1.442444 -0.746050

Antenna 35: 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
35 N06 not_connected ee Power 0.919367 -0.210582 -0.043823 0.919367 -1.578596 -0.121059 -0.478185 0.546263 0.821664

Antenna 35: 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
35 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 35: 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
35 N06 not_connected ee Power 1.643234 -0.421433 0.750597 -0.995979 1.643234 -1.117844 0.226155 -0.268594 -0.816472

Antenna 35: 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
35 N06 not_connected ee Power 1.473585 0.859450 -0.694896 1.473585 -0.928709 0.401473 -1.157759 -0.791950 -0.186133

Antenna 35: 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
35 N06 not_connected ee Power 1.408140 -0.193282 -0.695469 1.408140 -1.403048 0.094137 -0.826471 0.636478 0.597297

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 11.860740 -0.602015 -0.260668 0.706495 -1.533309 11.860740 -1.256219 2.078181 -0.113890

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 4.908236 0.105913 -0.918742 -1.013214 0.660099 -1.221478 -0.221429 0.079619 4.908236

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.759212 -0.273411 -0.480857 -1.042223 0.839760 -1.004997 1.759212 -0.374961 1.473329

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 2.884424 -0.137670 -0.671097 -1.402100 1.367461 -1.445795 2.884424 -1.040110 0.315643

Antenna 35: 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
35 N06 not_connected ee Power 1.676007 0.387352 -0.395262 -1.151946 1.676007 -1.483092 -0.110026 -0.019111 0.237584

Antenna 35: 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
35 N06 not_connected ee Power 1.710258 -0.193890 0.383340 -1.175767 1.710258 -1.322403 -0.513277 -0.673298 -0.155360

Antenna 35: 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
35 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 35: 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
35 N06 not_connected ee Power 1.129700 0.398717 -0.164709 -1.498498 1.129700 -0.921919 -0.072202 0.446454 -0.501312

Antenna 35: 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
35 N06 not_connected ee Power 1.257070 0.285042 -0.078812 -1.585955 1.257070 -0.592072 -0.132573 1.162480 -0.144840

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.889297 1.293286 -0.380958 -1.310736 1.243280 -0.998259 1.889297 -0.805358 0.231540

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 1.769628 -0.291787 0.045118 1.174125 -0.972974 -0.079658 -1.077833 1.769628 -0.067551

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 3.815518 -0.005211 -0.421240 -1.288185 0.956520 -0.803660 -0.725002 0.265065 3.815518

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 1.687366 0.026694 -0.537443 -1.452135 0.820973 -1.133401 -0.333608 0.057477 1.687366

Antenna 35: 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
35 N06 not_connected ee Power 1.063950 -0.277666 -0.217440 -1.328617 1.063950 -0.909579 -0.777543 0.376581 0.757355

Antenna 35: 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
35 N06 not_connected ee Power 1.282198 -0.681477 0.532234 -1.031432 1.282198 -1.116311 -0.616470 -0.635414 -0.617227

Antenna 35: 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
35 N06 not_connected ee Power 1.623648 -0.833571 1.254298 -0.852650 1.623648 -1.294543 0.822272 -1.155450 -1.498964

Antenna 35: 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
35 N06 not_connected ee Power 0.913014 0.192241 -0.691518 0.913014 -1.573610 -0.009718 -0.787373 -1.100228 -0.254380

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.550139 0.589569 -0.612768 1.446100 -1.721135 1.550139 -0.986696 -1.164962 0.307645

Antenna 35: 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
35 N06 not_connected ee Power 0.981138 -0.515382 0.342931 -1.471937 0.981138 -1.473497 0.459767 0.057517 -0.476223

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 12.346062 -0.278856 -1.022923 -1.439143 0.152598 -0.591725 -1.050025 0.669552 12.346062

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 4.319099 -0.535231 -0.714194 -1.430813 -0.029618 -0.508785 -0.147340 -0.133048 4.319099

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 2.646071 -0.188089 -0.638608 0.495733 -1.540670 -0.663963 -0.678448 2.646071 0.068740

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.056875 -1.166781 0.464957 -1.268582 0.790817 -0.441061 1.056875 -0.730121 0.724367

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 2.938300 -0.664700 -0.612327 -1.576067 0.136168 -0.733866 -1.415475 -0.310330 2.938300

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 9.323366 0.237688 -0.987116 -1.366708 0.181893 -0.251966 -0.872717 1.257376 9.323366

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 10.030917 -0.499077 -0.524284 -1.716763 0.374101 -0.711011 -1.066536 0.169756 10.030917

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 4.550488 -0.628676 -0.323592 -1.398552 0.485513 -0.630026 -0.858306 0.186625 4.550488

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 5.974634 -0.616786 0.070021 -1.334037 0.701441 -1.062100 -0.666527 -0.148542 5.974634

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 2.106839 -0.953583 -0.190766 -0.079010 -1.595003 -1.029341 -0.937236 2.106839 1.562698

Antenna 35: 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
35 N06 not_connected nn Temporal Discontinuties 1.171521 -1.381562 -0.118560 0.095143 -2.112983 -0.394138 0.231897 0.090834 1.171521

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 9.487359 0.235153 -0.390117 -1.242797 0.917189 -1.350499 -0.612477 0.238754 9.487359

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 2.086422 0.320879 -0.014657 1.341697 -0.736837 -0.009672 -0.858814 2.086422 -0.619562

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 5.016756 -0.021383 0.270799 -0.698459 1.510206 -1.303721 0.939163 -0.803098 5.016756

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 9.662163 -0.619770 1.588335 -0.760386 1.709256 -0.352754 9.662163 -0.534817 -1.006924

Antenna 35: 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
35 N06 not_connected ee Power 1.342456 0.148268 0.000882 1.342456 -1.408672 0.720887 -1.228417 -0.886153 -0.648807

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.357915 0.244362 0.006902 1.319735 -1.300685 1.357915 -0.988275 -1.174134 -0.668639

Antenna 35: 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
35 N06 not_connected nn Shape 0.975956 0.975956 -0.749480 -1.348389 0.201875 -0.954838 -0.525041 -0.554795 -0.393004

Antenna 35: 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
35 N06 not_connected ee Power 0.678177 -0.314878 0.017741 -1.953365 0.678177 -1.069827 -0.760645 0.093714 -1.284696

Antenna 35: 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
35 N06 not_connected ee Shape 0.571634 -1.362077 0.571634 -1.611843 0.569044 -0.225602 -1.268542 -0.564965 -1.159828

Antenna 35: 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
35 N06 not_connected nn Temporal Discontinuties -0.141477 -0.885068 -1.205398 -1.889685 -0.195636 -0.902896 -1.263454 -0.141477 -0.961344

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 7.392068 0.113788 -0.246115 0.424391 -2.087624 7.392068 -0.709609 -0.676690 -1.429028

Antenna 35: 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
35 N06 not_connected nn Temporal Discontinuties 0.463799 -0.337989 -0.627154 0.152225 -1.916573 -0.558949 -1.601661 -0.500584 0.463799

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 5.759732 -0.155498 -1.007731 -1.555796 0.057888 -1.462254 5.759732 0.183201 -0.925860

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.228540 0.183697 -0.190289 -1.438123 0.710490 -1.183780 1.228540 -0.247600 0.817192

Antenna 35: 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
35 N06 not_connected ee Power 0.766472 0.343695 -0.323686 0.766472 -1.862587 -0.822805 -1.356919 0.023099 0.071607

Antenna 35: 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
35 N06 not_connected ee Power 0.673636 -0.689241 0.563610 -1.406687 0.673636 -0.946178 -0.740437 -0.207528 -1.598582

Antenna 35: 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
35 N06 not_connected ee Power 0.867522 0.329016 -0.570051 0.867522 -1.347479 -0.258887 -0.594317 -1.482256 0.620195

Antenna 35: 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
35 N06 not_connected ee Power 0.969088 -0.476264 0.504752 -1.414600 0.969088 -0.662344 -0.443933 -0.269885 -1.541895

Antenna 35: 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
35 N06 not_connected nn Temporal Discontinuties 0.824659 -0.180043 0.301477 -1.511824 0.677713 -0.553545 -0.907358 0.824659 -0.937709

Antenna 35: 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
35 N06 not_connected ee Power 0.673559 0.442249 -0.634475 0.673559 -1.545290 -0.531940 -0.745305 -1.820544 0.518860

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 4.906474 -0.428327 -0.539164 0.541526 -1.111395 4.906474 -0.155130 0.113770 0.061786

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 6.617876 -0.798862 -0.242477 0.625555 -1.163153 6.617876 -0.917492 0.684728 1.013722

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 3.588446 0.661430 -1.556271 -1.694822 -1.283868 -0.346089 2.228428 0.024855 3.588446

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 2.951068 -0.000897 -1.357017 -1.560514 -1.031237 -1.359734 1.326866 -0.057743 2.951068

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 5.892923 -0.186257 -1.488667 -1.608974 -1.353134 -0.869296 5.892923 0.452969 0.668673

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 7.051996 -0.522272 -1.156170 -1.258059 -0.613003 -1.478699 7.051996 -0.434334 -0.040299

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 11.348400 -0.409883 -1.081962 -1.466922 -0.660140 -0.929782 11.348400 -0.373058 0.264575

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 7.680149 -1.364547 -0.456293 -0.698702 -1.338746 7.680149 -1.284695 0.440280 -0.290920

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 17.248979 -0.079595 -1.101351 -1.579703 -0.781186 -0.660229 17.248979 -0.150599 -0.332465

Antenna 35: 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
35 N06 not_connected nn Shape 0.062541 0.062541 -1.620583 -1.586078 -0.827901 -0.531357 -0.729603 -0.190944 -0.516836

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 0.158878 -0.047684 -1.226332 -1.105563 -0.424330 -1.611364 -1.761162 -0.003136 0.158878

Antenna 35: 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
35 N06 not_connected ee Temporal Discontinuties 1.012427 -0.128985 -1.251254 -1.005779 -0.221037 -1.478361 -1.174082 0.513104 1.012427

Antenna 35: 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
35 N06 not_connected nn Temporal Discontinuties 0.041856 -0.012519 -1.651023 -1.682453 -1.127833 -1.318297 -1.291644 0.041856 -0.384207

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 1.594772 0.344975 -0.029205 1.007091 -1.499854 1.594772 -1.099119 0.346360 -0.374910

Antenna 35: 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
35 N06 not_connected ee Power 0.546495 0.102700 -0.027504 0.546495 -1.698188 -0.484356 -0.406058 -1.110172 -0.488669

Antenna 35: 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
35 N06 not_connected ee Power 0.387768 0.037867 -0.017236 0.387768 -1.328737 -0.220099 0.095019 -0.199519 0.318515

Antenna 35: 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
35 N06 not_connected ee Power 0.935412 -0.061970 0.456593 -1.676900 0.935412 -1.647916 -0.398026 -0.181158 0.301402

Antenna 35: 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
35 N06 not_connected nn Power inf 228.348814 228.227832 inf inf 5139.496387 5121.960595 8767.742189 8664.070227

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 2.456001 -0.469722 0.535750 -1.401763 1.055816 -2.940369 2.456001 -0.354095 -0.688334

Antenna 35: 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
35 N06 not_connected ee Power 1.666127 -0.251560 0.042691 1.666127 -1.385207 0.430998 -1.434861 0.476030 -1.038299

Antenna 35: 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
35 N06 not_connected ee Power 1.172386 0.490491 0.316737 -1.532640 1.172386 -1.276929 0.005142 0.256495 -0.611920

Antenna 35: 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
35 N06 not_connected ee Power 0.481533 -0.017597 0.321994 0.481533 -1.352851 -0.632927 -1.654583 -0.825276 0.079151

Antenna 35: 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
35 N06 not_connected ee Power 0.589585 -0.068139 -0.111847 -1.689789 0.589585 -0.694778 -1.078299 -0.214695 -0.066656

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 2.405430 -0.853441 0.143468 -0.949284 -1.606109 2.405430 -1.556214 1.663089 0.197571

Antenna 35: 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
35 N06 not_connected ee Power 1.652521 0.340327 0.187210 -1.824032 1.652521 -1.036757 -0.210652 0.563494 -0.351098

Antenna 35: 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
35 N06 not_connected ee Power 1.408195 0.350549 0.541135 1.408195 -1.683884 0.248916 -2.120624 -1.329643 0.033973

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 5.391377 0.212782 0.203320 -1.558476 1.418906 -2.103511 5.391377 0.128734 -0.297358

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 54.668323 0.344634 -0.949203 -2.068695 -1.458725 -1.807671 54.668323 0.981394 2.787224

Antenna 35: 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
35 N06 not_connected ee Power 0.949842 -0.942708 0.192568 0.949842 -1.643287 -0.637638 -1.574869 -0.310976 0.319599

Antenna 35: 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
35 N06 not_connected ee Power 26.891583 1.675601 1.336254 13.288938 26.891583 4.509871 26.531678 2.476900 11.093233

Antenna 35: 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
35 N06 not_connected ee Power 4.709306 -0.063887 4.444426 -1.575739 4.709306 -2.338288 4.224971 0.656171 -3.017966

Antenna 35: 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
35 N06 not_connected ee Power 39.968892 1.527294 6.670125 11.926943 39.968892 2.159771 5.183122 1.841839 -5.162022

Antenna 35: 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
35 N06 not_connected ee Power 47.512875 3.043683 10.514323 12.931833 47.512875 2.458743 7.111759 1.586273 -2.581515

Antenna 35: 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
35 N06 not_connected ee Power 53.237053 1.106484 6.989685 15.415144 53.237053 3.102410 14.083710 4.613069 -3.844122

Antenna 35: 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
35 N06 not_connected ee Power 42.669509 1.733425 7.482583 12.439530 42.669509 2.224541 4.364339 0.550993 -3.201116

Antenna 35: 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
35 N06 not_connected ee Shape 3.259053 -0.319431 3.259053 -2.161054 1.914691 -1.462063 -0.662139 -0.636642 -3.910436

Antenna 35: 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
35 N06 not_connected ee Power 51.899277 1.736800 7.057360 15.574498 51.899277 2.915305 7.570968 1.906079 -6.677535

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 199.643400 4.427475 1.734333 26.315137 6.746496 199.643400 5.907188 34.382026 0.205339

Antenna 35: 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
35 N06 not_connected nn Power 14.357663 2.143786 1.682813 4.429264 14.357663 8.452004 4.168691 0.464676 0.455770

Antenna 35: 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
35 N06 not_connected ee Temporal Variability 16.912245 3.930717 2.495637 -0.695580 4.523471 16.912245 3.771479 2.383770 0.020542

Antenna 35: 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
35 N06 not_connected nn Power 9.130762 3.908887 2.313096 1.107321 9.130762 1.465692 2.460655 0.685008 0.432893
In [ ]: