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 = "64"
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 64 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 64, 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% - - 0.102095 0.275375 -0.878119 -1.012455 -0.563159 -1.011153 1.941751 -0.304742 0.5811 0.5731 0.3631 nan nan
2459975 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.064019 0.123531 -0.926346 -1.090085 -0.760342 -0.900197 3.170903 0.485292 0.5771 0.5708 0.3719 nan nan
2459974 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.090879 -0.027971 -0.995321 -1.110222 0.685322 -0.945424 5.030271 0.447959 0.5818 0.5780 0.3707 nan nan
2459973 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.013241 -0.053271 -0.834081 -0.926208 -0.953806 -1.186865 1.752563 -0.409714 0.5992 0.5936 0.3749 nan nan
2459972 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.031314 0.282864 -0.817317 -1.212639 -0.480353 -0.415502 4.766811 0.331192 0.5660 0.5575 0.3706 nan nan
2459971 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.109836 0.246632 -0.815743 -1.067236 -0.562824 -0.907177 1.301076 -0.394559 0.5806 0.5745 0.3735 nan nan
2459970 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.196112 0.348348 -0.689454 -1.013223 0.491968 -0.850204 2.467644 0.920121 0.5801 0.5741 0.3701 nan nan
2459969 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.029993 0.014003 -0.561946 -0.864588 -1.213648 -0.870614 2.408742 0.208965 0.5908 0.5864 0.3754 nan nan
2459968 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.827993 0.156643 -0.364604 -0.792940 -0.457730 -0.310740 -0.445371 0.775899 0.6931 0.6989 0.2705 nan nan
2459967 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.122793 0.306795 -0.796958 -1.146704 3.654717 0.229957 2.783892 -0.144759 0.5811 0.5742 0.3599 nan nan
2459966 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.565684 0.746910 -1.074547 -0.994494 -0.029742 -0.280888 4.594551 -0.190912 0.5689 0.5637 0.3580 nan nan
2459965 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.240240 0.445358 -1.146536 -0.804294 2.994603 -0.803011 1.856424 -0.158867 0.5773 0.5739 0.3439 nan nan
2459964 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.546958 0.577751 -1.415799 -1.225657 1.238165 -0.684052 0.522423 0.128469 0.6363 0.6319 0.3164 nan nan
2459963 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.009104 -0.173676 -0.816837 -1.018354 -1.322888 -0.687355 -0.739850 -0.210013 0.6783 0.6668 0.2501 nan nan
2459962 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.463786 0.514440 -1.081298 -1.300329 -1.449698 -0.998030 -0.927798 -0.385177 0.6375 0.6336 0.3180 nan nan
2459961 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.721633 -0.202561 -0.832213 -0.945605 -0.633428 0.139822 0.083501 0.987564 0.7128 0.6967 0.2344 nan nan
2459960 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.136281 0.270984 -0.834937 -1.113188 -1.215606 -0.739809 0.747530 0.231628 0.6239 0.6091 0.3090 nan nan
2459959 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.207754 0.170180 -1.419187 -1.051575 -0.572234 -0.604821 5.759480 1.565206 0.5983 0.5900 0.3541 nan nan
2459958 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.562729 0.768320 -0.996223 -1.168765 -0.229349 -0.641337 6.816390 0.999640 0.5924 0.5819 0.3659 nan nan
2459957 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.405212 0.588148 -0.880263 -1.270167 -0.809977 -0.538750 6.464815 1.960244 0.5729 0.5696 0.3669 nan nan
2459956 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.029074 0.469773 -0.418065 -0.962369 -0.569588 -0.784068 -0.238694 -0.343204 0.6180 0.6057 0.3141 nan nan
2459955 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.348145 0.403703 -0.601391 -1.123475 -0.696900 -0.514554 4.941531 5.360631 0.5689 0.5645 0.3672 nan nan
2459954 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.366613 0.446880 -0.278150 -0.973501 -0.683457 -0.632027 5.747564 5.758175 0.5747 0.5712 0.3786 nan nan
2459953 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.200389 0.377173 -0.506819 -1.060893 -0.506537 -0.638713 3.081170 3.360266 0.5929 0.5897 0.3769 nan nan
2459952 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.271536 0.300576 -0.249515 -0.894481 -1.132195 -0.848443 0.727519 -0.237815 0.5951 0.5919 0.3817 nan nan
2459951 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.013398 0.013398 -0.708719 -0.979387 -0.916725 -1.211792 3.115016 0.250797 0.6080 0.6113 0.3826 nan nan
2459950 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.244818 0.559942 -0.589021 -1.064316 -1.473493 -1.355152 1.367940 1.829173 0.5989 0.5983 0.3861 nan nan
2459949 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.015323 -0.163022 -0.975183 -1.006795 0.259806 -1.151892 3.055730 -0.449334 0.5911 0.5898 0.3838 nan nan
2459948 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.016651 -0.154096 -1.161412 -1.430354 0.342987 -1.258276 2.237625 0.755192 0.6198 0.6300 0.3661 nan nan
2459947 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.011510 0.048169 -1.024867 -1.088514 -1.382368 -1.180397 -0.567246 0.897566 0.6259 0.6131 0.3594 nan nan
2459946 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.241716 0.322141 -0.894794 -1.060529 -0.703789 -1.161608 8.783133 0.698884 0.5941 0.5921 0.3727 nan nan
2459945 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.122460 0.028331 -1.118737 -0.980067 0.519454 -0.861799 1.364916 -0.172999 0.6013 0.5979 0.3747 nan nan
2459944 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.130241 0.053665 -1.013662 -0.974550 -1.206294 -1.406270 1.164894 -0.259836 0.6113 0.6091 0.3766 nan nan
2459943 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.146767 -0.204194 -0.785042 -0.942287 -1.111835 -0.886045 0.227797 -0.103257 0.6133 0.6154 0.3820 nan nan
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.050218 -0.050911 -0.886155 -1.080687 -0.967479 -1.182489 0.375006 0.042074 0.6074 0.5999 0.3728 nan nan
2459941 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.191548 0.436391 -0.772123 -0.959382 -1.182416 -1.059019 1.687016 0.164071 0.5899 0.5861 0.3884 nan nan
2459940 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.121697 0.064894 -0.871424 -0.906406 -1.230821 -1.154960 -0.084280 -0.181196 0.6074 0.6035 0.3863 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.020418 -0.076723 -0.834969 -1.062866 -1.271465 -1.354589 0.295777 -0.077936 0.6091 0.6081 0.3816 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.041154 0.121649 -1.038109 -1.151197 -1.084947 -1.295678 -0.202118 1.318347 0.6260 0.6354 0.3599 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.975095 0.719333 -1.118417 -1.688221 -0.239629 0.597768 -0.406145 0.902224 0.7297 0.7396 0.2214 nan nan
2459935 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.254804 0.533341 -0.479776 -1.108535 -1.306729 -1.569787 0.535290 1.665645 0.5584 0.5568 0.3584 nan nan
2459934 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.576365 0.488006 -0.217906 -1.307546 -0.768756 -1.350954 1.480056 -0.196838 0.5957 0.6014 0.3855 nan nan
2459933 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.603648 0.524991 -0.195300 -1.435494 -0.565396 -1.348246 1.445826 -0.094051 0.5897 0.5988 0.3834 nan nan
2459932 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.379197 0.215788 -0.114568 -1.096785 -0.615070 -1.568139 -0.788288 -0.363656 0.5109 0.5163 0.3177 nan nan
2459931 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.486852 0.549869 -0.339207 -1.427969 -0.877947 -1.094441 0.135783 -0.527777 0.6042 0.6107 0.3782 nan nan
2459930 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.446218 0.311269 -0.153349 -0.968489 -0.894149 -1.354513 0.154727 -0.191016 0.5927 0.5979 0.3818 nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.142133 0.758085 -1.409462 -0.812136 -1.032153 -0.707208 -1.152714 -0.241758 0.7253 0.7228 0.2435 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.221419 0.511295 -1.383659 -0.985292 2.713779 -1.629199 1.535722 -0.212657 0.5749 0.5670 0.3666 nan nan
2459927 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.060589 -0.068969 -0.942551 -0.622192 4.256679 -0.191549 -0.167553 0.144419 0.5517 0.5379 0.3117 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.121035 -0.446959 -1.903966 -0.677700 -0.757962 0.339765 -0.211329 1.206549 0.7368 0.7596 0.2122 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.531503 0.229657 -1.633534 -0.578699 -1.634309 -1.142125 -1.536331 -0.772177 0.6963 0.6720 0.2575 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.035575 0.662571 -1.631714 -0.845227 -1.130884 -1.703601 0.673034 2.191931 0.6196 0.6212 0.3574 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.164968 0.183803 -1.392334 -0.597094 0.009063 -1.512487 -0.948836 0.850456 0.6661 0.6635 0.3369 nan nan
2459922 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.060961 0.876757 -0.686455 -0.707818 4.035745 -0.959053 4.449646 -0.267943 0.6071 0.6079 0.3865 nan nan
2459921 not_connected 100.00% 100.00% 100.00% 0.00% - - 194.338117 194.089060 inf inf 6364.226069 6346.872421 6385.700343 6354.179622 nan nan nan nan nan
2459920 not_connected 100.00% 0.00% 0.00% 0.00% - - -0.199903 -0.022193 -1.034020 -0.428893 -0.120889 -1.247315 4.426586 -0.088857 0.6016 0.5977 0.3947 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.111421 0.080694 -0.520984 -0.470767 -1.015373 -1.130968 0.527901 0.197837 0.6082 0.5986 0.3658 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.107258 0.007827 -0.482678 -0.706846 -0.788114 -1.121589 0.836096 -0.098123 0.6147 0.6097 0.3843 nan nan
2459917 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.155592 0.268860 -0.920299 -0.621763 -0.745978 -0.667266 2.370018 -0.155154 0.6397 0.6334 0.4459 nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.040835 0.019125 -0.798039 -0.667308 -0.959651 -1.066097 0.838794 0.548828 0.6113 0.6117 0.3830 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.064135 0.204850 -0.761583 -0.861580 -1.056575 -1.034303 0.420371 0.423638 0.6501 0.6445 0.3550 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.224035 0.588211 -0.768547 -1.047026 -1.190817 -0.864215 -0.110296 2.262599 0.6738 0.6787 0.3031 nan nan
2459913 not_connected 100.00% 100.00% 100.00% 0.00% - - 261.585006 261.404461 inf inf 4110.973668 4228.318656 8787.911074 9113.925725 nan nan nan nan nan
2459912 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.484851 0.742557 -1.429021 -0.489796 4.395881 -1.751988 6.220796 0.927985 0.5895 0.5980 0.3801 nan nan
2459911 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.273744 0.540983 -1.170517 -0.612145 3.658380 -1.701314 2.564407 0.380845 0.5955 0.6024 0.3852 nan nan
2459910 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.160614 0.443629 -1.211297 -0.640234 4.698559 -1.840960 2.341474 -0.474322 0.5981 0.6035 0.3847 nan nan
2459909 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.304662 0.414485 -1.495575 -0.560283 3.892912 -1.384834 5.688098 -0.267637 0.5947 0.6019 0.3828 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.263092 0.331573 -1.363714 -0.436603 0.769095 -1.369397 2.098825 -0.208430 0.6004 0.6113 0.3828 nan nan
2459907 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.118797 0.425092 -1.163190 -0.147196 -1.228540 -1.922330 -0.339519 -1.009208 0.6011 0.6410 0.4034 nan nan
2459906 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.178132 0.526224 -0.812948 0.410795 -1.065756 -1.122490 -0.065820 -1.096171 0.5894 0.6311 0.4034 nan nan
2459905 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.246988 0.422374 -1.016503 0.316408 -1.766718 -2.226408 0.453626 -1.304313 0.5892 0.6341 0.4101 nan nan
2459904 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.033554 0.371303 -0.835111 0.550203 -1.313693 -1.402007 0.537006 -1.833214 0.5894 0.6307 0.4010 nan nan
2459903 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.998999 0.469145 -1.033371 0.272733 -1.114449 -1.240300 -0.304187 -1.746196 0.5943 0.6352 0.4088 nan nan
2459902 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.456412 0.780987 -0.939906 0.636101 -0.961214 -1.370330 0.473648 -0.911033 0.6011 0.6379 0.3996 nan nan
2459901 not_connected 100.00% 100.00% 100.00% 0.00% - - 255.389815 254.794230 inf inf 7.630211 7.598302 -5.000329 -5.004907 nan nan nan nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.893724 0.498331 -1.288250 0.002499 -0.234294 -1.534853 1.112366 -1.231622 0.5365 0.5865 0.3354 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.817242 0.169771 -1.154649 0.067373 -1.494832 -1.749742 -0.440390 -1.660289 0.5987 0.6371 0.4032 nan nan
2459897 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.953097 0.302822 -0.824120 0.220674 -1.260189 -1.546291 0.472346 -1.435736 0.6043 0.6379 0.3968 nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.721285 0.356298 -0.943276 0.256234 -1.950940 -2.626841 -0.329098 -1.009887 0.6109 0.6462 0.3968 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.184034 0.061436 -1.126160 0.930193 -1.444932 -1.665608 -0.934041 -1.244398 0.7053 0.7208 0.2959 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.109213 0.103409 -0.892866 0.177642 -1.377819 -1.818187 0.050998 -1.322202 0.6164 0.6467 0.3857 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.814286 0.148725 -1.094326 0.000448 -1.322776 -1.942022 -0.326558 -1.777915 0.6167 0.6477 0.3886 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.868128 0.212229 -1.232469 0.170400 -1.440339 -1.810506 -0.298612 -1.593775 0.6100 0.6496 0.3935 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.766700 0.037611 -0.912626 0.371188 -1.525902 -2.081635 -0.303221 -1.307339 0.5986 0.6362 0.3964 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.135821 0.109914 -1.410239 0.727714 -1.538411 -1.793239 0.122381 -1.120636 0.6009 0.6330 0.3934 nan nan
2459889 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.058492 0.183865 -0.975758 0.308693 -1.821170 -2.232666 -0.323678 -1.870821 0.6090 0.6374 0.3878 nan nan
2459888 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.818629 0.124445 -1.192557 0.653043 -1.218126 -1.529246 -0.444309 -1.295454 0.6256 0.6558 0.3833 nan nan
2459887 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.833592 -0.120187 -2.167447 -0.113852 -1.995089 -2.131048 0.074936 -0.945887 0.6069 0.6349 0.3926 nan nan
2459886 not_connected 100.00% 1.06% 1.06% 0.00% - - 0.751460 -0.400650 -1.196309 0.358136 5.526066 5.756938 -0.837790 -0.781671 0.6799 0.6849 0.3559 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.877360 2.337852 13.691799 25.217280 1.960207 4.562011 5.859834 4.531967 0.6576 0.6724 0.3641 nan nan
2459884 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.671974 -0.010777 -1.202525 0.641741 -1.488867 -2.020770 0.514347 -1.455229 0.6129 0.6321 0.3946 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.822089 2.185585 12.052752 22.372634 0.849005 2.153188 4.719613 -0.490274 0.6198 0.6466 0.3908 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.274175 3.353008 13.850427 25.599172 1.229473 2.810013 1.332448 -1.001822 0.6189 0.6447 0.3864 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.613260 2.095229 15.701148 29.419856 1.604507 4.722056 1.953704 2.233846 0.6680 0.6976 0.3307 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.170418 2.122294 12.394753 23.704844 0.618385 1.740699 2.440894 -0.906579 0.6117 0.6405 0.3955 nan nan
2459879 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.147760 -0.704950 -2.494341 -1.730653 -1.211824 -2.402414 -0.366146 -1.765688 0.6002 0.6338 0.4150 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.895307 2.419069 15.522097 29.141105 1.043680 3.363539 1.240898 -1.939047 0.6128 0.6509 0.4015 nan nan
2459876 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.322846 1.877911 14.884225 27.465408 1.315610 4.298489 0.497960 0.347475 0.6375 0.6594 0.4149 nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 14.198058 15.044884 28.914651 30.167485 15.090112 24.928325 -5.246306 -6.404143 0.6226 0.6069 0.3900 nan nan
2459873 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.244775 1.592003 14.004069 24.973224 2.662522 5.943211 0.692625 -1.637516 0.6268 0.6366 0.4075 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 2.321783 1.339679 13.881600 25.777342 2.990818 6.087421 0.368512 -1.252904 0.6337 0.6328 0.4014 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.307504 2.669989 10.141631 18.707985 1.800405 4.136542 1.020708 -1.843507 0.6355 0.6392 0.4087 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.619261 2.601231 9.901452 18.380288 3.092845 5.260303 0.982665 -0.057618 0.6470 0.6596 0.4005 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.417820 2.668104 15.045796 29.078433 3.020114 3.368893 3.188595 -2.309898 0.6253 0.6337 0.4205 nan nan
2459867 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.462096 1.906072 10.832309 21.084326 1.757357 1.839506 8.994982 -1.383462 0.6377 0.6389 0.4130 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.426291 3.233104 14.067047 27.580121 2.793868 4.494744 12.071213 3.920985 0.6609 0.6612 0.3852 nan nan
2459864 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.456734 2.412444 8.113095 13.538763 1.300031 3.036235 29.062498 -1.681636 0.6429 0.6397 0.4354 nan nan
2459863 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.679169 0.066359 -1.038542 0.500930 -0.302284 -1.246728 10.280982 -1.495878 0.6297 0.6238 0.4213 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.943140 1.061154 10.639287 16.383451 1.346357 3.361750 0.759181 -1.301870 0.6145 0.6601 0.4349 nan nan
2459861 not_connected 100.00% 0.00% 0.00% 0.00% - - 0.727338 -0.255224 -2.010120 -0.771108 -1.441047 -2.220423 4.605614 -1.660065 0.6468 0.6400 0.4367 nan nan
2459860 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459859 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.304794 -0.309125 -1.898134 -0.675247 -1.234638 -2.145912 -0.316867 -1.403321 0.6615 0.6428 0.4281 nan nan
2459858 not_connected 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.350673 -0.432130 -2.507136 -1.071764 -1.521199 -2.411546 0.604692 -1.755261 0.6681 0.6473 0.4398 2.807593 2.560900
2459857 not_connected 100.00% 0.00% 0.00% 0.00% - - 16.774177 18.824861 12.377829 16.085849 88.611636 118.784034 29.923341 17.037903 0.6600 0.6637 0.4277 nan nan
2459856 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.904201 1.657829 7.794695 11.959414 0.744554 2.654880 -0.596101 -1.951415 0.6586 0.6614 0.4230 2.701208 2.568136
2459855 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.675317 1.789507 8.503320 13.456783 -0.498627 0.322453 0.372462 -1.518531 0.6244 0.6699 0.4635 3.050438 2.915113
2459854 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.440717 1.524322 7.680768 11.577793 -0.412267 -0.043206 1.605110 -0.767931 0.6650 0.7096 0.4555 2.696333 2.490494
2459853 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.656190 1.358440 9.978579 14.767341 0.392481 2.231898 2.370507 -2.016493 0.6829 0.6459 0.4494 3.169238 2.957750
2459852 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.805578 2.882369 9.754577 14.557554 4.229718 6.933955 6.811991 9.905146 0.7827 0.7984 0.2827 3.987499 4.114618
2459851 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.223527 4.909257 11.390641 15.568845 6.224316 14.939788 3.287602 12.207274 0.6996 0.7069 0.3679 2.726109 2.563837
2459850 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.550201 2.207758 9.489298 13.694601 0.959260 6.434910 4.026488 5.257387 0.6906 0.7232 0.3738 2.980327 2.941667
2459849 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.946251 2.238876 19.732951 28.064502 0.250815 2.293036 -0.281476 -1.597627 0.6888 0.7141 0.3801 2.800730 2.656569
2459848 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.027190 2.103022 14.379447 19.910079 1.633364 5.229478 -0.184127 -1.534046 0.6662 0.7186 0.3992 2.672926 2.734142
2459847 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.395412 1.814033 13.440400 18.735011 1.856655 5.014116 2.799411 -1.465690 0.6663 0.6433 0.4529 2.678218 2.520196
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.902269 8.374706 10.417240 15.403964 4.605181 8.784586 0.845489 -0.841843 0.8019 0.6273 0.5255 4.083223 3.226841
2459845 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.870934 2.934540 18.145875 26.208122 2.136500 3.459146 0.583282 -2.241951 0.6898 0.7231 0.3980 0.000000 0.000000
2459844 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.043577 46.582712 134.947653 155.560479 189.232269 134.719197 56.862574 9.727327 0.8652 0.6005 0.5846 nan nan
2459843 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.668228 8.349445 16.432380 18.014517 68.432464 74.462024 -2.692527 -3.442105 0.6977 0.7078 0.4137 3.824204 3.612527
2459842 not_connected 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.904865 0.706105 -0.919237 -0.849620 -1.908965 -2.361190 -1.717681 -1.960487 0.7059 0.6074 0.2842 2.955854 2.619616
2459841 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.967808 44.607810 108.274618 116.050788 119.574361 128.797626 6.813511 2.276928 0.7253 0.7136 0.3357 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 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.941751 0.275375 0.102095 -1.012455 -0.878119 -1.011153 -0.563159 -0.304742 1.941751

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 3.170903 0.064019 0.123531 -0.926346 -1.090085 -0.760342 -0.900197 3.170903 0.485292

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 5.030271 0.090879 -0.027971 -0.995321 -1.110222 0.685322 -0.945424 5.030271 0.447959

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.752563 -0.013241 -0.053271 -0.834081 -0.926208 -0.953806 -1.186865 1.752563 -0.409714

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 4.766811 0.031314 0.282864 -0.817317 -1.212639 -0.480353 -0.415502 4.766811 0.331192

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.301076 0.109836 0.246632 -0.815743 -1.067236 -0.562824 -0.907177 1.301076 -0.394559

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 2.467644 0.348348 0.196112 -1.013223 -0.689454 -0.850204 0.491968 0.920121 2.467644

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 2.408742 0.029993 0.014003 -0.561946 -0.864588 -1.213648 -0.870614 2.408742 0.208965

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 0.775899 -0.827993 0.156643 -0.364604 -0.792940 -0.457730 -0.310740 -0.445371 0.775899

Antenna 64: 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
64 N06 not_connected ee Temporal Variability 3.654717 0.122793 0.306795 -0.796958 -1.146704 3.654717 0.229957 2.783892 -0.144759

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 4.594551 0.746910 0.565684 -0.994494 -1.074547 -0.280888 -0.029742 -0.190912 4.594551

Antenna 64: 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
64 N06 not_connected ee Temporal Variability 2.994603 0.445358 0.240240 -0.804294 -1.146536 -0.803011 2.994603 -0.158867 1.856424

Antenna 64: 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
64 N06 not_connected nn Shape 0.514440 0.514440 0.463786 -1.300329 -1.081298 -0.998030 -1.449698 -0.385177 -0.927798

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 0.987564 -0.202561 -0.721633 -0.945605 -0.832213 0.139822 -0.633428 0.987564 0.083501

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.747530 0.270984 0.136281 -1.113188 -0.834937 -0.739809 -1.215606 0.231628 0.747530

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 5.759480 -0.207754 0.170180 -1.419187 -1.051575 -0.572234 -0.604821 5.759480 1.565206

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 6.816390 0.768320 0.562729 -1.168765 -0.996223 -0.641337 -0.229349 0.999640 6.816390

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 6.464815 0.588148 0.405212 -1.270167 -0.880263 -0.538750 -0.809977 1.960244 6.464815

Antenna 64: 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
64 N06 not_connected nn Shape 0.469773 0.469773 -0.029074 -0.962369 -0.418065 -0.784068 -0.569588 -0.343204 -0.238694

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 5.360631 0.348145 0.403703 -0.601391 -1.123475 -0.696900 -0.514554 4.941531 5.360631

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 5.758175 0.446880 0.366613 -0.973501 -0.278150 -0.632027 -0.683457 5.758175 5.747564

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 3.360266 0.377173 0.200389 -1.060893 -0.506819 -0.638713 -0.506537 3.360266 3.081170

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.727519 0.300576 0.271536 -0.894481 -0.249515 -0.848443 -1.132195 -0.237815 0.727519

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 3.115016 0.013398 -0.013398 -0.979387 -0.708719 -1.211792 -0.916725 0.250797 3.115016

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 1.829173 0.559942 0.244818 -1.064316 -0.589021 -1.355152 -1.473493 1.829173 1.367940

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 3.055730 0.015323 -0.163022 -0.975183 -1.006795 0.259806 -1.151892 3.055730 -0.449334

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 2.237625 -0.016651 -0.154096 -1.161412 -1.430354 0.342987 -1.258276 2.237625 0.755192

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 0.897566 0.048169 -0.011510 -1.088514 -1.024867 -1.180397 -1.382368 0.897566 -0.567246

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 8.783133 0.322141 0.241716 -1.060529 -0.894794 -1.161608 -0.703789 0.698884 8.783133

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.364916 0.028331 -0.122460 -0.980067 -1.118737 -0.861799 0.519454 -0.172999 1.364916

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.164894 -0.130241 0.053665 -1.013662 -0.974550 -1.206294 -1.406270 1.164894 -0.259836

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.227797 -0.204194 -0.146767 -0.942287 -0.785042 -0.886045 -1.111835 -0.103257 0.227797

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.375006 -0.050911 0.050218 -1.080687 -0.886155 -1.182489 -0.967479 0.042074 0.375006

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.687016 0.436391 0.191548 -0.959382 -0.772123 -1.059019 -1.182416 0.164071 1.687016

Antenna 64: 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
64 N06 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 64: 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
64 N06 not_connected nn Shape 0.064894 0.064894 -0.121697 -0.906406 -0.871424 -1.154960 -1.230821 -0.181196 -0.084280

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.295777 -0.076723 -0.020418 -1.062866 -0.834969 -1.354589 -1.271465 -0.077936 0.295777

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 1.318347 0.041154 0.121649 -1.038109 -1.151197 -1.084947 -1.295678 -0.202118 1.318347

Antenna 64: 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
64 N06 not_connected ee Shape 0.975095 0.975095 0.719333 -1.118417 -1.688221 -0.239629 0.597768 -0.406145 0.902224

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 1.665645 0.533341 0.254804 -1.108535 -0.479776 -1.569787 -1.306729 1.665645 0.535290

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.480056 0.576365 0.488006 -0.217906 -1.307546 -0.768756 -1.350954 1.480056 -0.196838

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.445826 0.524991 0.603648 -1.435494 -0.195300 -1.348246 -0.565396 -0.094051 1.445826

Antenna 64: 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
64 N06 not_connected ee Shape 0.379197 0.215788 0.379197 -1.096785 -0.114568 -1.568139 -0.615070 -0.363656 -0.788288

Antenna 64: 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
64 N06 not_connected nn Shape 0.549869 0.486852 0.549869 -0.339207 -1.427969 -0.877947 -1.094441 0.135783 -0.527777

Antenna 64: 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
64 N06 not_connected ee Shape 0.446218 0.446218 0.311269 -0.153349 -0.968489 -0.894149 -1.354513 0.154727 -0.191016

Antenna 64: 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
64 N06 not_connected nn Shape 0.758085 0.758085 -1.142133 -0.812136 -1.409462 -0.707208 -1.032153 -0.241758 -1.152714

Antenna 64: 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
64 N06 not_connected ee Temporal Variability 2.713779 0.511295 0.221419 -0.985292 -1.383659 -1.629199 2.713779 -0.212657 1.535722

Antenna 64: 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
64 N06 not_connected ee Temporal Variability 4.256679 -0.068969 0.060589 -0.622192 -0.942551 -0.191549 4.256679 0.144419 -0.167553

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 1.206549 -0.446959 -0.121035 -0.677700 -1.903966 0.339765 -0.757962 1.206549 -0.211329

Antenna 64: 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
64 N06 not_connected nn Shape 0.229657 -0.531503 0.229657 -1.633534 -0.578699 -1.634309 -1.142125 -1.536331 -0.772177

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 2.191931 -0.035575 0.662571 -1.631714 -0.845227 -1.130884 -1.703601 0.673034 2.191931

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 0.850456 0.183803 -0.164968 -0.597094 -1.392334 -1.512487 0.009063 0.850456 -0.948836

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 4.449646 0.876757 0.060961 -0.707818 -0.686455 -0.959053 4.035745 -0.267943 4.449646

Antenna 64: 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
64 N06 not_connected ee Power inf 194.338117 194.089060 inf inf 6364.226069 6346.872421 6385.700343 6354.179622

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 4.426586 -0.022193 -0.199903 -0.428893 -1.034020 -1.247315 -0.120889 -0.088857 4.426586

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.527901 -0.111421 0.080694 -0.520984 -0.470767 -1.015373 -1.130968 0.527901 0.197837

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.836096 0.007827 0.107258 -0.706846 -0.482678 -1.121589 -0.788114 -0.098123 0.836096

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 2.370018 0.268860 -0.155592 -0.621763 -0.920299 -0.667266 -0.745978 -0.155154 2.370018

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 0.838794 -0.040835 0.019125 -0.798039 -0.667308 -0.959651 -1.066097 0.838794 0.548828

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 0.423638 -0.064135 0.204850 -0.761583 -0.861580 -1.056575 -1.034303 0.420371 0.423638

Antenna 64: 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
64 N06 not_connected nn Temporal Discontinuties 2.262599 0.224035 0.588211 -0.768547 -1.047026 -1.190817 -0.864215 -0.110296 2.262599

Antenna 64: 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
64 N06 not_connected nn Power inf 261.404461 261.585006 inf inf 4228.318656 4110.973668 9113.925725 8787.911074

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 6.220796 0.742557 0.484851 -0.489796 -1.429021 -1.751988 4.395881 0.927985 6.220796

Antenna 64: 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
64 N06 not_connected ee Temporal Variability 3.658380 0.540983 0.273744 -0.612145 -1.170517 -1.701314 3.658380 0.380845 2.564407

Antenna 64: 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
64 N06 not_connected ee Temporal Variability 4.698559 0.443629 0.160614 -0.640234 -1.211297 -1.840960 4.698559 -0.474322 2.341474

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 5.688098 0.414485 0.304662 -0.560283 -1.495575 -1.384834 3.892912 -0.267637 5.688098

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 2.098825 0.263092 0.331573 -1.363714 -0.436603 0.769095 -1.369397 2.098825 -0.208430

Antenna 64: 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
64 N06 not_connected ee Shape 1.118797 0.425092 1.118797 -0.147196 -1.163190 -1.922330 -1.228540 -1.009208 -0.339519

Antenna 64: 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
64 N06 not_connected ee Shape 1.178132 0.526224 1.178132 0.410795 -0.812948 -1.122490 -1.065756 -1.096171 -0.065820

Antenna 64: 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
64 N06 not_connected ee Shape 1.246988 0.422374 1.246988 0.316408 -1.016503 -2.226408 -1.766718 -1.304313 0.453626

Antenna 64: 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
64 N06 not_connected ee Shape 1.033554 0.371303 1.033554 0.550203 -0.835111 -1.402007 -1.313693 -1.833214 0.537006

Antenna 64: 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
64 N06 not_connected ee Shape 0.998999 0.469145 0.998999 0.272733 -1.033371 -1.240300 -1.114449 -1.746196 -0.304187

Antenna 64: 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
64 N06 not_connected ee Shape 1.456412 1.456412 0.780987 -0.939906 0.636101 -0.961214 -1.370330 0.473648 -0.911033

Antenna 64: 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
64 N06 not_connected ee Power inf 255.389815 254.794230 inf inf 7.630211 7.598302 -5.000329 -5.004907

Antenna 64: 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
64 N06 not_connected ee Temporal Discontinuties 1.112366 0.893724 0.498331 -1.288250 0.002499 -0.234294 -1.534853 1.112366 -1.231622

Antenna 64: 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
64 N06 not_connected ee Shape 0.817242 0.169771 0.817242 0.067373 -1.154649 -1.749742 -1.494832 -1.660289 -0.440390

Antenna 64: 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
64 N06 not_connected ee Shape 0.953097 0.302822 0.953097 0.220674 -0.824120 -1.546291 -1.260189 -1.435736 0.472346

Antenna 64: 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
64 N06 not_connected ee Shape 0.721285 0.356298 0.721285 0.256234 -0.943276 -2.626841 -1.950940 -1.009887 -0.329098

Antenna 64: 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
64 N06 not_connected ee Shape 1.184034 1.184034 0.061436 -1.126160 0.930193 -1.444932 -1.665608 -0.934041 -1.244398

Antenna 64: 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
64 N06 not_connected ee Shape 1.109213 0.103409 1.109213 0.177642 -0.892866 -1.818187 -1.377819 -1.322202 0.050998

Antenna 64: 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
64 N06 not_connected ee Shape 0.814286 0.814286 0.148725 -1.094326 0.000448 -1.322776 -1.942022 -0.326558 -1.777915

Antenna 64: 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
64 N06 not_connected ee Shape 0.868128 0.212229 0.868128 0.170400 -1.232469 -1.810506 -1.440339 -1.593775 -0.298612

Antenna 64: 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
64 N06 not_connected ee Shape 0.766700 0.766700 0.037611 -0.912626 0.371188 -1.525902 -2.081635 -0.303221 -1.307339

Antenna 64: 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
64 N06 not_connected ee Shape 1.135821 0.109914 1.135821 0.727714 -1.410239 -1.793239 -1.538411 -1.120636 0.122381

Antenna 64: 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
64 N06 not_connected ee Shape 1.058492 1.058492 0.183865 -0.975758 0.308693 -1.821170 -2.232666 -0.323678 -1.870821

Antenna 64: 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
64 N06 not_connected ee Shape 0.818629 0.124445 0.818629 0.653043 -1.192557 -1.529246 -1.218126 -1.295454 -0.444309

Antenna 64: 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
64 N06 not_connected ee Shape 0.833592 -0.120187 0.833592 -0.113852 -2.167447 -2.131048 -1.995089 -0.945887 0.074936

Antenna 64: 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
64 N06 not_connected nn Temporal Variability 5.756938 0.751460 -0.400650 -1.196309 0.358136 5.526066 5.756938 -0.837790 -0.781671

Antenna 64: 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
64 N06 not_connected nn Power 25.217280 2.337852 3.877360 25.217280 13.691799 4.562011 1.960207 4.531967 5.859834

Antenna 64: 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
64 N06 not_connected ee Shape 0.671974 -0.010777 0.671974 0.641741 -1.202525 -2.020770 -1.488867 -1.455229 0.514347

Antenna 64: 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
64 N06 not_connected nn Power 22.372634 2.185585 2.822089 22.372634 12.052752 2.153188 0.849005 -0.490274 4.719613

Antenna 64: 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
64 N06 not_connected nn Power 25.599172 3.353008 5.274175 25.599172 13.850427 2.810013 1.229473 -1.001822 1.332448

Antenna 64: 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
64 N06 not_connected nn Power 29.419856 2.095229 2.613260 29.419856 15.701148 4.722056 1.604507 2.233846 1.953704

Antenna 64: 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
64 N06 not_connected nn Power 23.704844 2.122294 3.170418 23.704844 12.394753 1.740699 0.618385 -0.906579 2.440894

Antenna 64: 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
64 N06 not_connected ee Shape 0.147760 -0.704950 0.147760 -1.730653 -2.494341 -2.402414 -1.211824 -1.765688 -0.366146

Antenna 64: 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
64 N06 not_connected nn Power 29.141105 2.419069 2.895307 29.141105 15.522097 3.363539 1.043680 -1.939047 1.240898

Antenna 64: 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
64 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 64: 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
64 N06 not_connected nn Power 27.465408 3.322846 1.877911 14.884225 27.465408 1.315610 4.298489 0.497960 0.347475

Antenna 64: 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
64 N06 not_connected nn Power 30.167485 14.198058 15.044884 28.914651 30.167485 15.090112 24.928325 -5.246306 -6.404143

Antenna 64: 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
64 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: