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 = "34"
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 34 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 155 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

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

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

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

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

df = pd.DataFrame(to_show)

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

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

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

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

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

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

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

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

Antenna 34, 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 100.00% 100.00% 100.00% 0.00% - - 12.171818 14.218774 4.312510 4.692568 9.407003 10.818864 1.033953 0.719734 0.0340 0.0443 0.0073 nan nan
2459975 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.378460 14.221468 4.422236 4.724278 10.563200 12.095378 0.488672 0.244374 0.0325 0.0421 0.0069 nan nan
2459974 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.781329 13.305437 4.893025 5.192703 10.648748 12.163688 1.443881 0.485337 0.0323 0.0429 0.0077 nan nan
2459973 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.982552 13.458139 4.655609 5.133806 7.616467 8.422082 0.215166 -0.219640 0.0332 0.0463 0.0093 nan nan
2459972 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.261456 12.786836 4.487205 4.658069 12.159381 14.715786 3.845491 3.626922 0.0351 0.0436 0.0075 nan nan
2459971 not_connected 100.00% 100.00% 100.00% 0.00% - - 226.835290 227.085705 inf inf 4797.307462 4738.459997 7070.387429 6865.015754 0.1749 0.1350 0.0671 nan nan
2459970 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.155567 13.905173 4.455943 4.805399 10.649490 12.389864 0.762937 0.569374 0.0329 0.0428 0.0071 nan nan
2459969 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.783209 14.272217 4.481667 4.809884 9.938000 11.369003 0.393266 -0.006102 0.0332 0.0469 0.0094 nan nan
2459968 not_connected 100.00% 100.00% 100.00% 0.00% - - 5.963087 6.737163 5.068210 5.574035 14.749303 17.230757 6.185616 6.115616 0.0359 0.0493 0.0095 nan nan
2459967 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.133038 13.619935 4.691319 4.853073 11.879049 14.135206 0.978762 0.488508 0.0343 0.0457 0.0078 nan nan
2459966 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.109139 14.805467 4.266754 4.609145 11.795997 14.065627 1.115772 0.519405 0.0343 0.0446 0.0070 nan nan
2459965 not_connected 100.00% 100.00% 99.57% 0.00% - - 11.940362 13.896108 4.108874 4.451919 8.677628 9.671912 3.366852 4.149738 0.0347 0.0509 0.0112 nan nan
2459964 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.564317 13.144138 4.555420 4.813379 9.760938 11.569407 6.225567 6.547441 0.0346 0.0479 0.0090 nan nan
2459963 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.969442 13.479475 5.611888 5.783074 3.087985 3.484726 3.145859 3.419005 0.0387 0.0606 0.0152 nan nan
2459962 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.912988 14.272539 5.271625 5.339217 8.210554 10.221052 2.481211 2.473837 0.0346 0.0481 0.0099 nan nan
2459961 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.960059 12.508450 4.634039 5.053832 12.376991 13.704166 5.500185 6.092530 0.0342 0.0456 0.0085 nan nan
2459960 not_connected 100.00% 100.00% 99.46% 0.00% - - 12.789799 14.707405 4.208379 4.527846 10.387952 11.960843 2.827361 3.006676 0.0360 0.0541 0.0103 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 100.00% 100.00% 100.00% 0.00% - - 12.475410 14.019500 3.840263 4.130953 9.872620 10.940234 0.967109 1.083749 0.0330 0.0414 0.0060 nan nan
2459957 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.465349 12.842720 4.008774 4.248896 11.574337 13.289867 3.938462 3.572728 0.0329 0.0442 0.0078 nan nan
2459956 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.914187 13.507926 4.106920 4.480990 10.645796 10.899483 7.373477 6.559386 0.0322 0.0417 0.0070 nan nan
2459955 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.600651 11.543280 3.718735 3.927535 10.305157 11.695305 0.506103 0.283154 0.0311 0.0398 0.0062 nan nan
2459954 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.931096 13.064691 3.883346 4.213089 10.237950 11.867183 1.065262 0.913674 0.0313 0.0393 0.0057 nan nan
2459953 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.557580 12.602069 4.207497 4.496597 11.356554 12.729600 0.453263 0.171762 0.0331 0.0424 0.0066 nan nan
2459952 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.855648 13.990884 4.446276 4.849495 8.570719 9.799414 2.661720 2.306115 0.0327 0.0433 0.0075 nan nan
2459951 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.685284 11.449252 4.917758 5.155767 7.798967 8.705192 1.438359 1.024818 0.0346 0.0476 0.0089 nan nan
2459950 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.838329 13.583206 5.187589 5.378247 10.021119 11.800459 0.415198 -0.331631 0.0321 0.0416 0.0068 nan nan
2459949 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.021907 13.775439 5.056816 5.330601 8.712004 9.790625 2.581539 2.090848 0.0338 0.0452 0.0077 nan nan
2459948 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.099740 13.248616 5.747478 6.254574 8.136475 8.482152 2.668647 3.971520 0.0411 0.0543 0.0090 nan nan
2459947 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.359849 13.166688 4.202716 4.469381 7.620506 8.870187 6.236256 3.124310 0.0383 0.0496 0.0074 nan nan
2459946 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.484344 12.366214 3.488638 4.041100 10.791286 11.903654 2.313901 1.958842 0.0335 0.0391 0.0039 nan nan
2459945 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.169984 11.846955 3.622843 4.048230 8.799536 9.183317 1.548796 1.217121 0.0363 0.0438 0.0048 nan nan
2459944 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.874396 11.634399 3.839626 4.232257 8.065652 8.437556 0.738108 0.832336 0.0348 0.0419 0.0047 nan nan
2459943 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.990580 10.586676 4.028842 4.392473 6.881654 7.085921 0.101796 0.044030 0.0347 0.0427 0.0053 nan nan
2459942 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.655637 13.356557 4.060038 4.395523 8.938469 9.446743 2.271812 1.611906 0.0364 0.0455 0.0059 nan nan
2459941 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.932181 12.869043 3.500137 4.023784 8.486104 9.475768 1.685346 1.688003 0.0338 0.0401 0.0043 nan nan
2459940 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.609903 12.414077 3.559488 4.101167 7.951030 8.874505 1.104653 1.019820 0.0339 0.0409 0.0049 nan nan
2459939 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.572921 12.222459 3.653785 4.049365 7.242490 7.880446 1.571741 1.096662 0.0339 0.0406 0.0045 nan nan
2459938 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.057434 11.593052 4.076298 4.429807 6.571263 7.221809 0.793981 0.647414 0.0353 0.0437 0.0056 nan nan
2459937 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.882319 12.729314 3.963010 4.281682 7.497110 7.937436 3.723161 4.482086 0.0393 0.0473 0.0051 nan nan
2459936 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.149751 12.289235 4.863571 4.942712 8.799572 9.462051 6.799832 6.370672 0.0356 0.0422 0.0045 nan nan
2459935 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.552162 12.540033 3.293545 3.873553 8.984362 9.544979 2.184143 1.818111 0.0307 0.0366 0.0039 nan nan
2459934 not_connected 100.00% 100.00% 100.00% 0.00% - - 14.877066 15.508603 3.743531 4.142130 8.750139 8.761062 1.788960 1.283569 0.0337 0.0415 0.0049 nan nan
2459933 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.261867 12.701214 3.939062 4.282396 8.572669 8.407544 1.941805 1.263464 0.0328 0.0436 0.0066 nan nan
2459932 not_connected 100.00% 100.00% 100.00% 0.00% - - 14.293716 15.908848 4.251270 4.827919 3.232299 2.596586 2.603777 1.678048 0.0344 0.0478 0.0079 nan nan
2459931 not_connected 100.00% 100.00% 100.00% 0.00% - - 13.755237 14.524546 4.340581 4.637726 6.735271 7.431280 1.239673 0.935145 0.0352 0.0491 0.0083 nan nan
2459930 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.705205 12.327606 3.644134 4.194123 6.505550 7.041762 1.248958 0.502849 0.0341 0.0449 0.0068 nan nan
2459929 not_connected 100.00% 100.00% 100.00% 0.00% - - 7.046462 11.946531 5.686326 5.861931 1.563313 1.752901 1.763287 1.296696 0.0379 0.0540 0.0114 nan nan
2459928 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.227812 11.598061 4.218055 4.521169 8.782016 9.100013 1.639244 1.082233 0.0328 0.0424 0.0066 nan nan
2459927 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.493356 13.584753 4.508664 4.944723 2.975887 1.341537 1.574331 1.119036 0.0398 0.0552 0.0101 nan nan
2459926 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.898961 13.557378 3.968004 4.186997 1.052876 1.374593 0.798862 0.997671 0.0341 0.0453 0.0073 nan nan
2459925 not_connected 100.00% 100.00% 0.00% 0.00% - - 7.523764 -0.940864 5.329313 -0.299246 4.834825 -0.356343 3.105024 -1.258878 0.0464 0.7181 0.5302 nan nan
2459924 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.207800 -0.898070 4.734070 -0.344920 7.100812 -0.393675 2.403952 -0.018016 0.0432 0.6635 0.5158 nan nan
2459923 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.480147 -1.032546 4.375789 -0.111119 5.957048 -0.154145 2.547969 -1.228140 0.0475 0.6989 0.5329 nan nan
2459922 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.860225 -0.517347 2.855003 0.503954 9.951851 -0.382966 0.769325 0.180410 0.0430 0.6606 0.5126 nan nan
2459921 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.749547 -0.833953 3.208379 -0.376850 11.461589 0.231479 0.585080 -0.518075 0.0444 0.6606 0.5209 nan nan
2459920 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.194321 -0.896394 3.086437 -0.227177 7.071048 -0.136238 1.647005 -1.186234 0.0441 0.6601 0.5129 nan nan
2459919 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.979669 -0.715630 3.778504 0.194894 9.153517 -0.985957 2.376099 -0.449035 0.0471 0.6564 0.5263 nan nan
2459918 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.522164 -0.565841 3.778419 0.291682 7.002802 0.326296 2.389370 -1.107510 0.0448 0.6689 0.5293 nan nan
2459917 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.530845 -0.746069 3.680345 0.208394 4.863247 0.927710 1.182241 -1.023631 0.0414 0.6967 0.5697 nan nan
2459916 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.857935 -0.773763 3.992937 -0.143471 7.412791 1.436883 2.249473 -0.415490 0.0475 0.6665 0.5293 nan nan
2459915 not_connected 100.00% 99.89% 0.00% 0.00% - - 12.475867 -0.535663 4.582184 0.557819 7.990094 2.493385 4.095310 -0.818771 0.0573 0.6943 0.5335 nan nan
2459914 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.525948 -0.774757 4.706302 0.632366 8.679639 0.545136 6.752863 -1.616117 0.0497 0.7177 0.5451 nan nan
2459913 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.495742 -0.507834 3.842061 0.025812 9.067276 5.408566 5.973685 5.352644 0.0438 0.6610 0.5254 nan nan
2459912 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.428630 -0.614327 3.369878 -0.147708 8.764740 -0.615561 1.460391 2.563931 0.0456 0.6642 0.5190 nan nan
2459911 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.946069 -0.375747 3.757650 0.216902 8.591543 -0.254098 0.857244 -0.290040 0.0442 0.6629 0.5216 nan nan
2459910 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.226384 -0.752264 3.781518 -0.646661 8.778269 24.346536 0.456179 3.264098 0.0429 0.6562 0.5145 nan nan
2459909 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.783242 -0.842339 3.661273 -0.447944 7.530105 2.933425 0.811200 0.563819 0.0419 0.6611 0.5202 nan nan
2459908 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.406209 -0.862436 3.576902 -0.269682 6.389408 -1.033424 1.105198 -0.525809 0.0442 0.6722 0.5248 nan nan
2459907 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.437469 -0.672518 3.814709 -0.300906 6.902552 0.117100 0.876512 -1.030149 0.0495 0.6674 0.5182 nan nan
2459906 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.173168 -0.504629 3.925191 0.310343 7.985320 0.208143 1.828689 0.321628 0.0432 0.6573 0.5109 nan nan
2459905 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.626938 -0.465114 3.850436 0.231662 12.409031 -0.690213 1.282080 0.272916 0.0395 0.6560 0.4572 nan nan
2459904 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.380127 -0.599967 4.238248 0.293745 9.026409 -0.190828 2.976619 1.027838 0.0403 0.6549 0.4565 nan nan
2459903 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.128683 -0.718069 4.280584 -0.196842 7.228412 2.488926 2.232201 -0.920830 0.0418 0.6590 0.4670 nan nan
2459902 not_connected 100.00% 100.00% 0.59% 0.00% - - 13.828206 -0.712398 4.485503 -0.278992 7.820599 14.079231 1.157466 5.338592 0.0457 0.6502 0.4560 nan nan
2459901 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.042930 -0.958942 3.963305 -0.811095 7.152266 1.722734 1.044895 1.548250 0.0487 0.6504 0.4611 nan nan
2459900 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.699940 1.631513 4.291224 -0.321806 9.124874 1.054258 0.716048 0.934190 0.0444 0.6037 0.4503 nan nan
2459898 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.303660 1.187604 3.877803 -0.719352 8.266111 3.796988 2.177967 2.014119 0.0413 0.6537 0.5019 nan nan
2459897 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.315410 1.198265 4.140248 -0.438496 9.937914 3.876478 0.965763 -0.107806 0.0419 0.6634 0.4225 nan nan
2459895 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.110200 1.446104 5.342115 0.467150 10.231547 -1.221284 5.989262 -0.242090 0.0436 0.7285 0.4227 nan nan
2459894 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.062590 1.488158 3.378633 -0.097435 9.830386 1.034275 1.740205 4.159673 0.0445 0.6642 0.4293 nan nan
2459893 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.375115 1.229701 3.796355 -0.762284 8.136803 3.816350 2.029339 -1.189542 0.0435 0.6631 0.4683 nan nan
2459892 not_connected 100.00% 100.00% 0.00% 0.00% - - 13.484548 1.272029 4.508691 -0.789498 6.673416 3.574485 1.480460 -0.860671 0.0475 0.6642 0.4926 nan nan
2459891 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.985636 1.224970 4.291926 -0.775751 8.479977 4.952835 1.011093 2.357650 0.0415 0.6542 0.4857 nan nan
2459890 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.630210 1.381383 5.327340 -1.396412 8.193274 11.231844 0.597741 8.124787 0.0405 0.6435 0.4835 nan nan
2459889 not_connected 100.00% 100.00% 0.00% 0.00% - - 14.053279 1.630012 3.986661 -0.367310 11.109663 9.914543 2.454750 2.381797 0.0453 0.6570 0.4904 nan nan
2459888 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.763175 1.257040 5.140473 -0.260113 9.852156 3.078062 2.096232 -0.855065 0.0436 0.6750 0.4996 nan nan
2459887 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.599547 1.229544 5.303834 -1.546814 7.409140 1.705912 0.883690 6.247168 0.0434 0.6550 0.4930 nan nan
2459886 not_connected 100.00% 100.00% 0.00% 0.00% - - 17.690648 1.611771 4.760285 -1.022298 6.461439 -0.798508 2.691939 -0.510830 0.0487 0.7081 0.5193 nan nan
2459885 not_connected 100.00% 100.00% 0.00% 0.00% - - 21.468270 4.321362 26.151523 22.785110 14.114221 4.496777 16.606797 4.591260 0.0423 0.6901 0.4745 nan nan
2459884 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.996512 1.163548 4.940704 -0.031014 7.917632 3.195564 0.704878 -1.169716 0.0407 0.6537 0.4926 nan nan
2459883 not_connected 100.00% 100.00% 0.00% 0.00% - - 16.705406 3.708056 24.180078 18.836968 7.897980 4.294846 4.857804 -0.132773 0.0444 0.6646 0.4981 nan nan
2459882 not_connected 100.00% 100.00% 0.00% 0.00% - - 27.822668 6.190643 25.792226 24.841640 11.160743 5.263963 1.693805 -0.765974 0.0465 0.6665 0.5002 nan nan
2459881 not_connected 100.00% 100.00% 0.00% 0.00% - - 15.733614 3.544003 29.922695 26.625698 22.009621 8.045772 6.174723 0.844199 0.0457 0.7128 0.5196 nan nan
2459880 not_connected 100.00% 100.00% 0.00% 0.00% - - 19.110678 3.980410 25.323018 19.587887 6.762691 3.160096 1.595500 -1.128266 0.0420 0.6612 0.5157 nan nan
2459879 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.129053 0.400861 4.531839 -2.788805 1.370664 4.463531 1.291464 -0.861539 0.0398 0.6502 0.4420 nan nan
2459878 not_connected 100.00% 100.00% 0.00% 0.00% - - 17.234631 3.779778 30.733730 23.069247 11.571296 6.181667 5.236013 -1.566235 0.0454 0.6658 0.4406 nan nan
2459876 not_connected 100.00% 100.00% 0.00% 0.00% - - 19.425158 3.935856 22.132724 15.147778 29.787734 8.604252 4.860278 -0.373025 0.0447 0.6610 0.4970 nan nan
2459875 not_connected 100.00% 100.00% 0.00% 0.00% - - 20.537654 4.115507 28.437740 24.302104 13.297312 4.506714 2.982219 0.839663 0.0444 0.6774 0.5369 nan nan
2459874 not_connected 100.00% 100.00% 0.00% 0.00% - - 29.020477 6.281401 14.620284 10.592411 18.180354 2.570697 3.476638 -1.201534 0.0432 0.6535 0.4959 nan nan
2459873 not_connected 100.00% 100.00% 0.00% 0.00% - - 21.877539 4.548126 18.435347 16.216598 7.299633 3.351863 1.242744 -0.790463 0.0459 0.6498 0.5423 nan nan
2459872 not_connected 100.00% 100.00% 0.00% 0.00% - - 19.089155 3.977429 23.225304 21.116001 20.105184 4.422955 2.051963 -1.175149 0.0393 0.6583 0.4776 nan nan
2459871 not_connected 100.00% 100.00% 0.00% 0.00% - - 15.351897 3.311574 26.258991 21.341790 18.061014 2.373579 1.076481 -1.224385 0.0410 0.6555 0.4828 nan nan
2459870 not_connected 100.00% 100.00% 0.00% 0.00% - - 25.780483 5.631848 20.178374 13.043608 10.752879 11.070318 3.334665 -1.262006 0.0415 0.6564 0.5334 nan nan
2459869 not_connected 100.00% 100.00% 0.00% 0.00% - - 21.676462 4.483883 20.536920 12.144492 15.815336 7.188358 5.443951 0.298107 0.0442 0.6753 0.5585 nan nan
2459868 not_connected 100.00% 100.00% 0.00% 0.00% - - 23.497547 5.465284 29.874297 22.499324 10.816703 1.753541 3.223499 -1.207246 0.0418 0.6522 0.5349 nan nan
2459867 not_connected 100.00% 100.00% 0.00% 0.00% - - 16.397319 3.674863 23.127158 17.729572 5.786883 2.741686 2.186982 -0.748065 0.0437 0.6544 0.5511 nan nan
2459866 not_connected 100.00% 100.00% 0.00% 0.00% - - 18.907902 4.142633 22.202788 15.232308 6.401771 7.870850 0.588953 -1.175461 0.0464 0.6580 0.5348 nan nan
2459865 not_connected 100.00% 100.00% 0.00% 0.00% - - 21.093035 5.793511 25.011636 23.147563 15.663070 1.244766 14.653784 3.777182 0.0392 0.6808 0.5121 nan nan
2459864 not_connected 100.00% 100.00% 0.00% 0.00% - - 25.439825 5.421480 8.202844 11.016412 8.239873 1.019112 3.243979 -0.072523 0.0402 0.6515 0.5464 nan nan
2459863 not_connected 100.00% 100.00% 0.00% 0.00% - - 15.497850 2.039172 2.643168 -0.252139 2.993942 3.802171 1.337655 -0.831860 0.0409 0.6450 0.5400 nan nan
2459862 not_connected 100.00% 100.00% 0.00% 0.00% - - 15.339473 2.954082 8.905305 13.356398 12.482944 2.685019 1.017191 -0.780173 0.0455 0.6795 0.5273 nan nan
2459861 not_connected 100.00% 100.00% 0.00% 0.00% - - 11.830891 1.122095 2.886264 -1.894759 2.546711 3.270494 1.024776 -0.354363 0.0397 0.6577 0.5068 nan nan
2459860 not_connected 100.00% 100.00% 0.00% 0.00% - - 12.830820 1.959494 8.468623 7.718041 14.681356 2.254181 1.304324 -0.805962 0.0408 0.6493 0.5552 nan nan
2459859 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.788176 0.894657 3.347653 -2.390551 2.240509 2.951603 0.337352 -0.741215 0.0434 0.6553 0.5461 nan nan
2459858 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.729288 0.814840 3.372854 -2.894663 2.287258 8.237116 1.007570 1.526418 0.0416 0.6597 0.5473 1.241931 2.881606
2459857 not_connected 100.00% 100.00% 100.00% 0.00% - - 5.029107 0.585648 0.250278 1.362252 0.734939 3.721368 3.302402 0.708987 0.0290 0.0289 0.0006 nan nan
2459856 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.278313 3.031357 8.287908 6.437786 6.652525 2.840174 2.034517 -0.859082 0.0440 0.6735 0.5689 1.244955 2.562242
2459855 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.202161 3.546594 7.784330 8.139510 2.684589 8.430062 0.507626 -0.923274 0.0436 0.6853 0.5829 1.220033 3.047257
2459854 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.230710 3.150288 5.606733 6.605160 3.839472 3.606942 2.815106 0.432287 0.0442 0.7206 0.6015 1.231065 3.017055
2459853 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.115139 2.708840 8.419716 8.423114 7.037320 4.055470 2.456752 0.055527 0.0447 0.6602 0.5507 1.242437 3.383687
2459852 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 13.817689 4.602917 9.199763 10.414589 15.603567 3.644895 16.692812 8.429692 0.0416 0.8093 0.6659 1.214775 5.442199
2459851 not_connected 100.00% 90.23% 0.00% 0.00% 100.00% 0.00% 12.017169 4.397950 8.546470 9.720896 21.468027 10.339538 12.387225 7.504056 0.0988 0.7138 0.4942 0.866643 2.079185
2459850 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.495922 3.153455 7.424956 7.830817 10.308146 4.237785 5.394209 2.879895 0.0484 0.7301 0.5719 1.265949 3.091004
2459849 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.757320 2.806751 16.268505 15.011370 7.128088 4.315881 2.966135 -0.358714 0.0428 0.7206 0.5744 1.270871 3.494749
2459848 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.496630 2.959010 8.518637 11.830365 14.319080 3.782307 1.121389 -0.811380 0.0430 0.7271 0.5836 1.253355 3.210068
2459847 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.713985 3.075747 7.683540 12.145552 21.779563 6.416233 0.036489 -0.836231 0.0376 0.6601 0.5313 1.156511 3.019124
2459846 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 27.416778 6.596305 14.777133 10.385713 21.659479 1.862991 3.587379 -0.443634 0.0369 0.6607 0.5103 0.812346 1.397902
2459845 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.540275 3.705230 12.631284 14.952011 10.103377 3.448940 0.583008 -1.311327 0.0484 0.7333 0.5825 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.471518 3.143226 51.369139 55.946271 0.349979 4.944669 2.372725 1.034953 0.0282 0.0286 0.0009 nan nan
2459843 not_connected 100.00% 100.00% 0.66% 0.00% 100.00% 0.00% 20.020080 6.360883 6.017662 15.026662 64.263762 4.610992 0.189582 -2.710582 0.0426 0.7389 0.5775 0.000000 0.000000
2459842 not_connected 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.945509 1.569544 3.582351 -0.164784 -0.105533 -1.720372 0.425890 -2.246716 0.0487 0.6095 0.4343 1.263186 3.372820
2459841 not_connected 100.00% 100.00% 0.00% 0.00% - - 10.599907 44.902973 32.519816 122.025821 51.116090 97.172070 22.255647 8.216420 0.0466 0.7384 0.3532 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 34: 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
34 N06 not_connected nn Shape 14.221468 12.378460 14.221468 4.422236 4.724278 10.563200 12.095378 0.488672 0.244374

Antenna 34: 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
34 N06 not_connected nn Shape 13.305437 11.781329 13.305437 4.893025 5.192703 10.648748 12.163688 1.443881 0.485337

Antenna 34: 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
34 N06 not_connected nn Shape 13.458139 11.982552 13.458139 4.655609 5.133806 7.616467 8.422082 0.215166 -0.219640

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 14.715786 11.261456 12.786836 4.487205 4.658069 12.159381 14.715786 3.845491 3.626922

Antenna 34: 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
34 N06 not_connected ee Power inf 226.835290 227.085705 inf inf 4797.307462 4738.459997 7070.387429 6865.015754

Antenna 34: 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
34 N06 not_connected nn Shape 13.905173 13.905173 12.155567 4.805399 4.455943 12.389864 10.649490 0.569374 0.762937

Antenna 34: 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
34 N06 not_connected nn Shape 14.272217 12.783209 14.272217 4.481667 4.809884 9.938000 11.369003 0.393266 -0.006102

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 17.230757 5.963087 6.737163 5.068210 5.574035 14.749303 17.230757 6.185616 6.115616

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 14.135206 12.133038 13.619935 4.691319 4.853073 11.879049 14.135206 0.978762 0.488508

Antenna 34: 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
34 N06 not_connected nn Shape 14.805467 14.805467 13.109139 4.609145 4.266754 14.065627 11.795997 0.519405 1.115772

Antenna 34: 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
34 N06 not_connected nn Shape 13.896108 13.896108 11.940362 4.451919 4.108874 9.671912 8.677628 4.149738 3.366852

Antenna 34: 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
34 N06 not_connected nn Shape 14.272539 14.272539 12.912988 5.339217 5.271625 10.221052 8.210554 2.473837 2.481211

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 13.704166 12.508450 10.960059 5.053832 4.634039 13.704166 12.376991 6.092530 5.500185

Antenna 34: 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
34 N06 not_connected nn Shape 14.707405 14.707405 12.789799 4.527846 4.208379 11.960843 10.387952 3.006676 2.827361

Antenna 34: 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
34 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 34: 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
34 N06 not_connected nn Shape 14.019500 14.019500 12.475410 4.130953 3.840263 10.940234 9.872620 1.083749 0.967109

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 13.289867 12.842720 11.465349 4.248896 4.008774 13.289867 11.574337 3.572728 3.938462

Antenna 34: 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
34 N06 not_connected nn Shape 13.507926 13.507926 11.914187 4.480990 4.106920 10.899483 10.645796 6.559386 7.373477

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 11.695305 10.600651 11.543280 3.718735 3.927535 10.305157 11.695305 0.506103 0.283154

Antenna 34: 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
34 N06 not_connected nn Shape 13.064691 13.064691 11.931096 4.213089 3.883346 11.867183 10.237950 0.913674 1.065262

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 12.729600 12.602069 11.557580 4.496597 4.207497 12.729600 11.356554 0.171762 0.453263

Antenna 34: 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
34 N06 not_connected nn Shape 13.990884 13.990884 12.855648 4.849495 4.446276 9.799414 8.570719 2.306115 2.661720

Antenna 34: 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
34 N06 not_connected nn Shape 11.449252 11.449252 10.685284 5.155767 4.917758 8.705192 7.798967 1.024818 1.438359

Antenna 34: 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
34 N06 not_connected nn Shape 13.583206 13.583206 12.838329 5.378247 5.187589 11.800459 10.021119 -0.331631 0.415198

Antenna 34: 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
34 N06 not_connected nn Shape 13.775439 13.021907 13.775439 5.056816 5.330601 8.712004 9.790625 2.581539 2.090848

Antenna 34: 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
34 N06 not_connected nn Shape 13.248616 12.099740 13.248616 5.747478 6.254574 8.136475 8.482152 2.668647 3.971520

Antenna 34: 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
34 N06 not_connected nn Shape 13.166688 13.166688 12.359849 4.469381 4.202716 8.870187 7.620506 3.124310 6.236256

Antenna 34: 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
34 N06 not_connected nn Shape 12.366214 12.366214 11.484344 4.041100 3.488638 11.903654 10.791286 1.958842 2.313901

Antenna 34: 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
34 N06 not_connected nn Shape 11.846955 11.846955 11.169984 4.048230 3.622843 9.183317 8.799536 1.217121 1.548796

Antenna 34: 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
34 N06 not_connected nn Shape 11.634399 10.874396 11.634399 3.839626 4.232257 8.065652 8.437556 0.738108 0.832336

Antenna 34: 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
34 N06 not_connected nn Shape 10.586676 10.586676 9.990580 4.392473 4.028842 7.085921 6.881654 0.044030 0.101796

Antenna 34: 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
34 N06 not_connected nn Shape 13.356557 13.356557 12.655637 4.395523 4.060038 9.446743 8.938469 1.611906 2.271812

Antenna 34: 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
34 N06 not_connected nn Shape 12.869043 12.869043 11.932181 4.023784 3.500137 9.475768 8.486104 1.688003 1.685346

Antenna 34: 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
34 N06 not_connected nn Shape 12.414077 12.414077 11.609903 4.101167 3.559488 8.874505 7.951030 1.019820 1.104653

Antenna 34: 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
34 N06 not_connected nn Shape 12.222459 12.222459 11.572921 4.049365 3.653785 7.880446 7.242490 1.096662 1.571741

Antenna 34: 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
34 N06 not_connected nn Shape 11.593052 11.593052 11.057434 4.429807 4.076298 7.221809 6.571263 0.647414 0.793981

Antenna 34: 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
34 N06 not_connected nn Shape 12.729314 11.882319 12.729314 3.963010 4.281682 7.497110 7.937436 3.723161 4.482086

Antenna 34: 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
34 N06 not_connected nn Shape 12.289235 11.149751 12.289235 4.863571 4.942712 8.799572 9.462051 6.799832 6.370672

Antenna 34: 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
34 N06 not_connected nn Shape 12.540033 12.540033 11.552162 3.873553 3.293545 9.544979 8.984362 1.818111 2.184143

Antenna 34: 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
34 N06 not_connected nn Shape 15.508603 14.877066 15.508603 3.743531 4.142130 8.750139 8.761062 1.788960 1.283569

Antenna 34: 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
34 N06 not_connected nn Shape 12.701214 12.701214 12.261867 4.282396 3.939062 8.407544 8.572669 1.263464 1.941805

Antenna 34: 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
34 N06 not_connected nn Shape 15.908848 15.908848 14.293716 4.827919 4.251270 2.596586 3.232299 1.678048 2.603777

Antenna 34: 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
34 N06 not_connected nn Shape 14.524546 13.755237 14.524546 4.340581 4.637726 6.735271 7.431280 1.239673 0.935145

Antenna 34: 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
34 N06 not_connected nn Shape 12.327606 11.705205 12.327606 3.644134 4.194123 6.505550 7.041762 1.248958 0.502849

Antenna 34: 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
34 N06 not_connected nn Shape 11.946531 11.946531 7.046462 5.861931 5.686326 1.752901 1.563313 1.296696 1.763287

Antenna 34: 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
34 N06 not_connected nn Shape 11.598061 11.598061 11.227812 4.521169 4.218055 9.100013 8.782016 1.082233 1.639244

Antenna 34: 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
34 N06 not_connected nn Shape 13.584753 13.584753 12.493356 4.944723 4.508664 1.341537 2.975887 1.119036 1.574331

Antenna 34: 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
34 N06 not_connected nn Shape 13.557378 13.557378 10.898961 4.186997 3.968004 1.374593 1.052876 0.997671 0.798862

Antenna 34: 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
34 N06 not_connected ee Shape 7.523764 7.523764 -0.940864 5.329313 -0.299246 4.834825 -0.356343 3.105024 -1.258878

Antenna 34: 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
34 N06 not_connected ee Shape 12.207800 12.207800 -0.898070 4.734070 -0.344920 7.100812 -0.393675 2.403952 -0.018016

Antenna 34: 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
34 N06 not_connected ee Shape 13.480147 -1.032546 13.480147 -0.111119 4.375789 -0.154145 5.957048 -1.228140 2.547969

Antenna 34: 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
34 N06 not_connected ee Shape 11.860225 -0.517347 11.860225 0.503954 2.855003 -0.382966 9.951851 0.180410 0.769325

Antenna 34: 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
34 N06 not_connected ee Temporal Variability 11.461589 10.749547 -0.833953 3.208379 -0.376850 11.461589 0.231479 0.585080 -0.518075

Antenna 34: 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
34 N06 not_connected ee Shape 11.194321 -0.896394 11.194321 -0.227177 3.086437 -0.136238 7.071048 -1.186234 1.647005

Antenna 34: 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
34 N06 not_connected ee Shape 11.979669 11.979669 -0.715630 3.778504 0.194894 9.153517 -0.985957 2.376099 -0.449035

Antenna 34: 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
34 N06 not_connected ee Shape 13.522164 -0.565841 13.522164 0.291682 3.778419 0.326296 7.002802 -1.107510 2.389370

Antenna 34: 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
34 N06 not_connected ee Shape 11.530845 -0.746069 11.530845 0.208394 3.680345 0.927710 4.863247 -1.023631 1.182241

Antenna 34: 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
34 N06 not_connected ee Shape 11.857935 11.857935 -0.773763 3.992937 -0.143471 7.412791 1.436883 2.249473 -0.415490

Antenna 34: 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
34 N06 not_connected ee Shape 12.475867 12.475867 -0.535663 4.582184 0.557819 7.990094 2.493385 4.095310 -0.818771

Antenna 34: 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
34 N06 not_connected ee Shape 13.525948 13.525948 -0.774757 4.706302 0.632366 8.679639 0.545136 6.752863 -1.616117

Antenna 34: 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
34 N06 not_connected ee Shape 13.495742 -0.507834 13.495742 0.025812 3.842061 5.408566 9.067276 5.352644 5.973685

Antenna 34: 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
34 N06 not_connected ee Shape 11.428630 -0.614327 11.428630 -0.147708 3.369878 -0.615561 8.764740 2.563931 1.460391

Antenna 34: 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
34 N06 not_connected ee Shape 10.946069 -0.375747 10.946069 0.216902 3.757650 -0.254098 8.591543 -0.290040 0.857244

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 24.346536 -0.752264 11.226384 -0.646661 3.781518 24.346536 8.778269 3.264098 0.456179

Antenna 34: 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
34 N06 not_connected ee Shape 11.783242 -0.842339 11.783242 -0.447944 3.661273 2.933425 7.530105 0.563819 0.811200

Antenna 34: 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
34 N06 not_connected ee Shape 12.406209 12.406209 -0.862436 3.576902 -0.269682 6.389408 -1.033424 1.105198 -0.525809

Antenna 34: 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
34 N06 not_connected ee Shape 12.437469 -0.672518 12.437469 -0.300906 3.814709 0.117100 6.902552 -1.030149 0.876512

Antenna 34: 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
34 N06 not_connected ee Shape 12.173168 -0.504629 12.173168 0.310343 3.925191 0.208143 7.985320 0.321628 1.828689

Antenna 34: 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
34 N06 not_connected ee Temporal Variability 12.409031 -0.465114 11.626938 0.231662 3.850436 -0.690213 12.409031 0.272916 1.282080

Antenna 34: 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
34 N06 not_connected ee Shape 11.380127 -0.599967 11.380127 0.293745 4.238248 -0.190828 9.026409 1.027838 2.976619

Antenna 34: 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
34 N06 not_connected ee Shape 12.128683 -0.718069 12.128683 -0.196842 4.280584 2.488926 7.228412 -0.920830 2.232201

Antenna 34: 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
34 N06 not_connected nn Temporal Variability 14.079231 13.828206 -0.712398 4.485503 -0.278992 7.820599 14.079231 1.157466 5.338592

Antenna 34: 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
34 N06 not_connected ee Shape 14.042930 14.042930 -0.958942 3.963305 -0.811095 7.152266 1.722734 1.044895 1.548250

Antenna 34: 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
34 N06 not_connected ee Shape 12.699940 12.699940 1.631513 4.291224 -0.321806 9.124874 1.054258 0.716048 0.934190

Antenna 34: 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
34 N06 not_connected ee Shape 11.303660 1.187604 11.303660 -0.719352 3.877803 3.796988 8.266111 2.014119 2.177967

Antenna 34: 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
34 N06 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 34: 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
34 N06 not_connected ee Shape 11.315410 1.198265 11.315410 -0.438496 4.140248 3.876478 9.937914 -0.107806 0.965763

Antenna 34: 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
34 N06 not_connected ee Shape 14.110200 14.110200 1.446104 5.342115 0.467150 10.231547 -1.221284 5.989262 -0.242090

Antenna 34: 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
34 N06 not_connected ee Shape 13.062590 1.488158 13.062590 -0.097435 3.378633 1.034275 9.830386 4.159673 1.740205

Antenna 34: 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
34 N06 not_connected ee Shape 13.375115 13.375115 1.229701 3.796355 -0.762284 8.136803 3.816350 2.029339 -1.189542

Antenna 34: 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
34 N06 not_connected ee Shape 13.484548 1.272029 13.484548 -0.789498 4.508691 3.574485 6.673416 -0.860671 1.480460

Antenna 34: 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
34 N06 not_connected ee Shape 11.985636 11.985636 1.224970 4.291926 -0.775751 8.479977 4.952835 1.011093 2.357650

Antenna 34: 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
34 N06 not_connected ee Shape 12.630210 1.381383 12.630210 -1.396412 5.327340 11.231844 8.193274 8.124787 0.597741

Antenna 34: 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
34 N06 not_connected ee Shape 14.053279 14.053279 1.630012 3.986661 -0.367310 11.109663 9.914543 2.454750 2.381797

Antenna 34: 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
34 N06 not_connected ee Shape 11.763175 1.257040 11.763175 -0.260113 5.140473 3.078062 9.852156 -0.855065 2.096232

Antenna 34: 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
34 N06 not_connected ee Shape 12.599547 1.229544 12.599547 -1.546814 5.303834 1.705912 7.409140 6.247168 0.883690

Antenna 34: 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
34 N06 not_connected ee Shape 17.690648 17.690648 1.611771 4.760285 -1.022298 6.461439 -0.798508 2.691939 -0.510830

Antenna 34: 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
34 N06 not_connected ee Power 26.151523 4.321362 21.468270 22.785110 26.151523 4.496777 14.114221 4.591260 16.606797

Antenna 34: 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
34 N06 not_connected ee Shape 11.996512 1.163548 11.996512 -0.031014 4.940704 3.195564 7.917632 -1.169716 0.704878

Antenna 34: 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
34 N06 not_connected ee Power 24.180078 3.708056 16.705406 18.836968 24.180078 4.294846 7.897980 -0.132773 4.857804

Antenna 34: 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
34 N06 not_connected ee Shape 27.822668 6.190643 27.822668 24.841640 25.792226 5.263963 11.160743 -0.765974 1.693805

Antenna 34: 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
34 N06 not_connected ee Power 29.922695 3.544003 15.733614 26.625698 29.922695 8.045772 22.009621 0.844199 6.174723

Antenna 34: 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
34 N06 not_connected ee Power 25.323018 3.980410 19.110678 19.587887 25.323018 3.160096 6.762691 -1.128266 1.595500

Antenna 34: 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
34 N06 not_connected ee Shape 10.129053 0.400861 10.129053 -2.788805 4.531839 4.463531 1.370664 -0.861539 1.291464

Antenna 34: 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
34 N06 not_connected ee Power 30.733730 3.779778 17.234631 23.069247 30.733730 6.181667 11.571296 -1.566235 5.236013

Antenna 34: 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
34 N06 not_connected ee Temporal Variability 29.787734 19.425158 3.935856 22.132724 15.147778 29.787734 8.604252 4.860278 -0.373025

Antenna 34: 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
34 N06 not_connected ee Power 28.437740 20.537654 4.115507 28.437740 24.302104 13.297312 4.506714 2.982219 0.839663

Antenna 34: 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
34 N06 not_connected ee Shape 29.020477 29.020477 6.281401 14.620284 10.592411 18.180354 2.570697 3.476638 -1.201534

Antenna 34: 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
34 N06 not_connected ee Shape 21.877539 21.877539 4.548126 18.435347 16.216598 7.299633 3.351863 1.242744 -0.790463

Antenna 34: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
34 N06 not_connected ee Power 23.225304 3.977429 19.089155 21.116001 23.225304 4.422955 20.105184 -1.175149 2.051963
In [ ]: