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 = "244"
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 244 Report

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

Found 158 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 155 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

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

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

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

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

df = pd.DataFrame(to_show)

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

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

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

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

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

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

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

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

Antenna 244, Node N20:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459975 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.763646 2.061835 1.365761 -0.844243 2.791404 1.591567 2.298536 5.988930 0.4771 0.5723 0.3834 nan nan
2459974 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.559679 1.824128 1.556483 -0.757392 2.410232 1.397844 3.225680 9.215952 0.4881 0.5763 0.3814 nan nan
2459973 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.560274 1.908030 1.461518 -0.543924 1.587326 1.191995 3.318569 6.859262 0.4936 0.5839 0.3831 nan nan
2459972 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.750419 1.888718 1.458721 -0.980490 3.085010 2.307543 1.857367 4.504289 0.4731 0.5712 0.3837 nan nan
2459971 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.537921 1.902543 1.352231 -0.887064 3.218887 1.158603 2.590844 6.243847 0.4758 0.5770 0.3858 nan nan
2459970 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.713169 2.141325 1.376350 -0.756748 3.027840 1.028393 1.494592 5.628123 0.4858 0.5783 0.3838 nan nan
2459969 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.746152 2.203499 1.438647 -0.453177 3.320736 1.563619 1.898218 5.263436 0.5008 0.5875 0.3847 nan nan
2459968 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.728892 2.927143 1.547390 -0.572354 5.018033 2.484785 0.164868 -0.647034 0.6841 0.7293 0.2492 nan nan
2459967 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.934616 2.076983 1.490475 -1.062670 3.362330 1.658766 2.523140 5.167325 0.4922 0.5865 0.3768 nan nan
2459966 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.457557 2.512457 1.227582 -1.033148 3.299450 1.794466 1.723399 6.224282 0.4849 0.5837 0.3794 nan nan
2459965 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.701344 2.159265 1.261357 -0.754484 2.159526 2.175193 1.544636 5.103691 0.4993 0.5897 0.3652 nan nan
2459964 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.961674 2.541419 1.456733 -0.889876 3.013714 2.688541 0.679762 2.345448 0.5858 0.6518 0.3116 nan nan
2459963 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.150736 1.315380 1.918929 -0.645791 2.896464 0.200528 0.932575 -0.420240 0.6149 0.6682 0.2530 nan nan
2459962 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.861004 2.761267 1.758472 -0.871895 3.028082 0.090577 1.649185 -0.085396 0.5546 0.6372 0.3371 nan nan
2459961 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.978404 2.734474 1.538864 -0.797980 4.742301 -1.260478 -0.020009 -0.821492 0.6942 0.7320 0.2320 nan nan
2459960 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.338650 2.176573 1.330004 -0.973772 4.366560 1.086376 1.083473 1.511722 0.5162 0.6019 0.3273 nan nan
2459959 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.168833 1.843139 1.533208 -0.967034 3.343340 0.187134 2.358852 5.852458 0.4921 0.5932 0.3702 nan nan
2459958 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.652038 2.150521 1.154077 -1.053535 3.771175 1.280719 2.661525 4.816755 0.4841 0.5854 0.3787 nan nan
2459957 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.197931 2.213918 1.181701 -1.120781 4.949869 1.917925 3.335013 7.295604 0.4832 0.5885 0.3883 nan nan
2459956 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.535236 2.686790 1.320632 -0.859424 4.547257 0.754415 0.687162 -0.037132 0.5584 0.6318 0.3181 nan nan
2459955 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.641320 1.845974 1.130396 -1.048528 4.098113 1.659994 2.590340 6.792205 0.4782 0.5877 0.3904 nan nan
2459954 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.887040 2.151909 1.153981 -0.812291 3.314490 2.619317 3.359893 9.536256 0.4840 0.5884 0.3969 nan nan
2459953 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.815916 2.043426 1.298473 -0.943099 4.675009 0.948775 1.994267 5.761584 0.4918 0.5960 0.3926 nan nan
2459952 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.024896 2.039983 1.392963 -0.613829 2.959512 1.296684 3.279326 13.803190 0.5033 0.5968 0.3945 nan nan
2459951 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.014292 1.558317 1.621924 -0.523257 2.428076 1.022391 4.467847 11.767350 0.5201 0.6061 0.3907 nan nan
2459950 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.794406 1.852219 1.692980 -0.525655 3.184860 0.893267 2.574097 5.571030 0.5211 0.6067 0.3997 nan nan
2459949 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.798960 1.824103 1.643924 -0.607196 1.777172 1.815240 1.209953 6.163633 0.5063 0.5940 0.3969 nan nan
2459948 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.379987 1.766366 1.658969 -1.046962 2.298812 0.854808 1.577608 3.389242 0.5358 0.6285 0.3826 nan nan
2459947 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.564769 1.640850 1.255807 -0.738312 1.847755 0.060532 0.601385 1.435034 0.5594 0.6220 0.3577 nan nan
2459946 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.598423 1.784534 0.803495 -0.892694 3.488866 1.323373 3.281443 10.512064 0.5025 0.6018 0.3945 nan nan
2459945 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.355563 1.527446 0.943216 -0.824842 1.588538 0.884707 3.337226 7.600010 0.5140 0.6074 0.3949 nan nan
2459944 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.211186 1.524220 1.070882 -0.779014 1.650466 0.591207 1.874878 7.108977 0.5170 0.6085 0.3914 nan nan
2459943 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.514019 1.082255 1.165037 -0.710061 1.559221 0.574075 2.093973 3.967309 0.5256 0.6184 0.3987 nan nan
2459942 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.887734 1.834445 1.128114 -0.871957 2.749405 0.790872 1.760519 4.976616 0.5318 0.6139 0.3828 nan nan
2459941 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.730101 2.345898 0.831902 -0.799307 2.437121 1.605691 2.870791 8.271321 0.4998 0.5970 0.4054 nan nan
2459940 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.362346 1.907105 0.835604 -0.636722 0.576872 1.283625 4.238919 9.682511 0.5073 0.5994 0.4012 nan nan
2459939 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.241586 1.750100 0.996595 -0.647620 1.731337 0.568828 2.670979 5.936623 0.5212 0.6097 0.4001 nan nan
2459938 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.064611 1.840256 1.084794 -0.738038 1.774603 0.634141 3.091315 7.814078 0.5263 0.6129 0.3941 nan nan
2459937 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.570304 1.847275 1.050537 -0.960868 1.707139 0.479527 1.438740 3.293049 0.5506 0.6376 0.3727 nan nan
2459936 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.770598 1.607634 1.342875 -1.569408 4.689307 1.360192 -0.281824 -1.016625 0.7415 0.7784 0.2026 nan nan
2459935 RF_maintenance 100.00% 87.61% 87.61% 0.00% - - 13.848828 12.689887 0.862909 -0.662036 3.418608 2.190567 3.122144 9.141732 0.4435 0.5208 0.3349 nan nan
2459934 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 19.998995 19.048060 1.145976 -0.785874 1.915804 0.454807 3.645853 7.037634 nan nan nan nan nan
2459933 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 16.270454 15.432693 1.224997 -0.835293 2.270652 0.571513 1.805853 5.794044 nan nan nan nan nan
2459932 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.335402 17.744927 1.322288 -0.342973 0.969278 0.854746 4.111212 10.789816 nan nan nan nan nan
2459931 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.463606 16.632070 1.414515 -0.670844 1.446344 0.847816 2.413610 6.709558 nan nan nan nan nan
2459930 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 15.644080 14.852654 1.165730 -0.348858 1.398960 -0.051019 1.498325 4.655957 nan nan nan nan nan
2459929 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.241309 1.579864 1.693595 -0.506154 1.884655 1.169970 1.261722 -0.156994 0.6835 0.7125 0.1931 nan nan
2459928 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.254714 0.028012 2.202091 -0.146793 4.254360 0.310951 1.558002 7.527685 0.4322 0.6323 0.4441 nan nan
2459927 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.809350 0.121995 2.404948 -0.603082 0.823903 0.907779 0.844067 2.877227 0.4033 0.5729 0.3757 nan nan
2459926 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.009784 0.719676 2.155081 -1.202230 -0.367222 -1.787298 -0.285078 -1.784235 0.6790 0.7838 0.2616 nan nan
2459925 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.008419 0.656409 2.861840 -0.650770 2.395010 -1.237470 -0.470600 -1.579271 0.6485 0.7421 0.2594 nan nan
2459924 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.566471 -0.001770 2.599958 -0.640953 3.074108 -1.695460 0.569492 0.442339 0.4792 0.6532 0.4287 nan nan
2459923 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.675471 0.084651 2.357918 -0.533886 2.574970 -1.517490 -0.262069 -0.815906 0.5420 0.6984 0.3925 nan nan
2459922 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 208.609531 208.553338 inf inf 4777.567044 4776.436201 4701.402585 4715.368482 nan nan nan nan nan
2459921 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 223.262790 222.975060 inf inf 3872.982470 3853.703498 10542.442292 10452.247927 nan nan nan nan nan
2459919 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459911 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 221.288206 221.139670 inf inf 4741.290695 4755.316333 5005.168556 5053.164163 nan nan nan nan nan
2459910 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 230.195573 230.190272 inf inf 6042.329721 6040.560747 6951.040715 6946.774637 nan nan nan nan nan
2459909 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459908 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459907 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459906 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 262.829243 262.564971 inf inf 3534.626793 3493.849019 4256.374672 3927.643634 nan nan nan nan nan
2459905 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 240.069445 240.211485 inf inf 7912.437572 7863.856653 6394.331531 6139.817249 nan nan nan nan nan
2459904 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459903 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459902 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459901 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459898 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459897 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459894 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459893 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 269.251815 269.133451 inf inf 8731.608112 8729.935384 11393.106168 11388.551336 nan nan nan nan nan
2459890 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 264.485800 264.776792 inf inf 5042.964986 5160.817565 4082.801252 4531.196121 nan nan nan nan nan
2459889 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 208.028596 205.553878 inf inf 7392.550011 7209.755920 10740.779886 10121.951465 nan nan nan nan nan
2459888 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459887 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459886 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459885 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459884 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459882 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 194.074528 194.059532 inf inf 2825.477712 2836.312887 9405.291157 9373.398944 nan nan nan nan nan
2459878 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 333.718458 333.872431 inf inf 6834.819389 7098.100312 15678.921386 17425.879317 nan nan nan nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

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

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

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

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

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.988930 4.763646 2.061835 1.365761 -0.844243 2.791404 1.591567 2.298536 5.988930

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 9.215952 4.559679 1.824128 1.556483 -0.757392 2.410232 1.397844 3.225680 9.215952

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 6.859262 4.560274 1.908030 1.461518 -0.543924 1.587326 1.191995 3.318569 6.859262

Antenna 244: 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
244 N20 RF_maintenance ee Shape 4.750419 4.750419 1.888718 1.458721 -0.980490 3.085010 2.307543 1.857367 4.504289

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 6.243847 4.537921 1.902543 1.352231 -0.887064 3.218887 1.158603 2.590844 6.243847

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.628123 2.141325 4.713169 -0.756748 1.376350 1.028393 3.027840 5.628123 1.494592

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.263436 4.746152 2.203499 1.438647 -0.453177 3.320736 1.563619 1.898218 5.263436

Antenna 244: 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
244 N20 RF_maintenance ee Temporal Variability 5.018033 3.728892 2.927143 1.547390 -0.572354 5.018033 2.484785 0.164868 -0.647034

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.167325 4.934616 2.076983 1.490475 -1.062670 3.362330 1.658766 2.523140 5.167325

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 6.224282 2.512457 5.457557 -1.033148 1.227582 1.794466 3.299450 6.224282 1.723399

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.103691 2.159265 4.701344 -0.754484 1.261357 2.175193 2.159526 5.103691 1.544636

Antenna 244: 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
244 N20 RF_maintenance ee Shape 4.861004 2.761267 4.861004 -0.871895 1.758472 0.090577 3.028082 -0.085396 1.649185

Antenna 244: 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
244 N20 RF_maintenance ee Shape 4.978404 2.734474 4.978404 -0.797980 1.538864 -1.260478 4.742301 -0.821492 -0.020009

Antenna 244: 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
244 N20 RF_maintenance ee Shape 5.338650 2.176573 5.338650 -0.973772 1.330004 1.086376 4.366560 1.511722 1.083473

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.852458 5.168833 1.843139 1.533208 -0.967034 3.343340 0.187134 2.358852 5.852458

Antenna 244: 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
244 N20 RF_maintenance ee Shape 5.652038 2.150521 5.652038 -1.053535 1.154077 1.280719 3.771175 4.816755 2.661525

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 7.295604 2.213918 5.197931 -1.120781 1.181701 1.917925 4.949869 7.295604 3.335013

Antenna 244: 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
244 N20 RF_maintenance ee Shape 5.535236 2.686790 5.535236 -0.859424 1.320632 0.754415 4.547257 -0.037132 0.687162

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 6.792205 4.641320 1.845974 1.130396 -1.048528 4.098113 1.659994 2.590340 6.792205

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 9.536256 2.151909 4.887040 -0.812291 1.153981 2.619317 3.314490 9.536256 3.359893

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.761584 2.043426 4.815916 -0.943099 1.298473 0.948775 4.675009 5.761584 1.994267

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 13.803190 2.039983 5.024896 -0.613829 1.392963 1.296684 2.959512 13.803190 3.279326

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 11.767350 1.558317 4.014292 -0.523257 1.621924 1.022391 2.428076 11.767350 4.467847

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.571030 1.852219 4.794406 -0.525655 1.692980 0.893267 3.184860 5.571030 2.574097

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 6.163633 4.798960 1.824103 1.643924 -0.607196 1.777172 1.815240 1.209953 6.163633

Antenna 244: 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
244 N20 RF_maintenance ee Shape 4.379987 4.379987 1.766366 1.658969 -1.046962 2.298812 0.854808 1.577608 3.389242

Antenna 244: 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
244 N20 RF_maintenance ee Shape 4.564769 1.640850 4.564769 -0.738312 1.255807 0.060532 1.847755 1.435034 0.601385

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 10.512064 1.784534 4.598423 -0.892694 0.803495 1.323373 3.488866 10.512064 3.281443

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 7.600010 1.527446 4.355563 -0.824842 0.943216 0.884707 1.588538 7.600010 3.337226

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 7.108977 4.211186 1.524220 1.070882 -0.779014 1.650466 0.591207 1.874878 7.108977

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 3.967309 1.082255 3.514019 -0.710061 1.165037 0.574075 1.559221 3.967309 2.093973

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 4.976616 1.834445 4.887734 -0.871957 1.128114 0.790872 2.749405 4.976616 1.760519

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 8.271321 2.345898 4.730101 -0.799307 0.831902 1.605691 2.437121 8.271321 2.870791

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 9.682511 1.907105 4.362346 -0.636722 0.835604 1.283625 0.576872 9.682511 4.238919

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 5.936623 1.750100 4.241586 -0.647620 0.996595 0.568828 1.731337 5.936623 2.670979

Antenna 244: 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
244 N20 RF_maintenance nn Temporal Discontinuties 7.814078 1.840256 4.064611 -0.738038 1.084794 0.634141 1.774603 7.814078 3.091315

Antenna 244: 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
244 N20 RF_maintenance ee Shape 4.570304 4.570304 1.847275 1.050537 -0.960868 1.707139 0.479527 1.438740 3.293049

Antenna 244: 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
244 N20 RF_maintenance ee Temporal Variability 4.689307 3.770598 1.607634 1.342875 -1.569408 4.689307 1.360192 -0.281824 -1.016625

Antenna 244: 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
244 N20 RF_maintenance ee Shape 13.848828 12.689887 13.848828 -0.662036 0.862909 2.190567 3.418608 9.141732 3.122144

Antenna 244: 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
244 N20 RF_maintenance ee Shape 19.998995 19.998995 19.048060 1.145976 -0.785874 1.915804 0.454807 3.645853 7.037634

Antenna 244: 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
244 N20 RF_maintenance ee Shape 16.270454 15.432693 16.270454 -0.835293 1.224997 0.571513 2.270652 5.794044 1.805853

Antenna 244: 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
244 N20 RF_maintenance ee Shape 18.335402 17.744927 18.335402 -0.342973 1.322288 0.854746 0.969278 10.789816 4.111212

Antenna 244: 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
244 N20 RF_maintenance ee Shape 17.463606 17.463606 16.632070 1.414515 -0.670844 1.446344 0.847816 2.413610 6.709558

Antenna 244: 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
244 N20 RF_maintenance ee Shape 15.644080 15.644080 14.852654 1.165730 -0.348858 1.398960 -0.051019 1.498325 4.655957

Antenna 244: 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
244 N20 RF_maintenance ee Shape 2.241309 1.579864 2.241309 -0.506154 1.693595 1.169970 1.884655 -0.156994 1.261722

Antenna 244: 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
244 N20 RF_maintenance ee Shape 8.254714 0.028012 8.254714 -0.146793 2.202091 0.310951 4.254360 7.527685 1.558002

Antenna 244: 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
244 N20 RF_maintenance ee Shape 7.809350 0.121995 7.809350 -0.603082 2.404948 0.907779 0.823903 2.877227 0.844067

Antenna 244: 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
244 N20 RF_maintenance ee Shape 6.009784 0.719676 6.009784 -1.202230 2.155081 -1.787298 -0.367222 -1.784235 -0.285078

Antenna 244: 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
244 N20 RF_maintenance ee Shape 5.008419 5.008419 0.656409 2.861840 -0.650770 2.395010 -1.237470 -0.470600 -1.579271

Antenna 244: 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
244 N20 RF_maintenance ee Shape 7.566471 7.566471 -0.001770 2.599958 -0.640953 3.074108 -1.695460 0.569492 0.442339

Antenna 244: 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
244 N20 RF_maintenance ee Shape 7.675471 0.084651 7.675471 -0.533886 2.357918 -1.517490 2.574970 -0.815906 -0.262069

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 208.553338 208.609531 inf inf 4776.436201 4777.567044 4715.368482 4701.402585

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 222.975060 223.262790 inf inf 3853.703498 3872.982470 10452.247927 10542.442292

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 221.139670 221.288206 inf inf 4755.316333 4741.290695 5053.164163 5005.168556

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 230.190272 230.195573 inf inf 6040.560747 6042.329721 6946.774637 6951.040715

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 262.564971 262.829243 inf inf 3493.849019 3534.626793 3927.643634 4256.374672

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 240.211485 240.069445 inf inf 7863.856653 7912.437572 6139.817249 6394.331531

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Power inf 269.251815 269.133451 inf inf 8731.608112 8729.935384 11393.106168 11388.551336

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 264.776792 264.485800 inf inf 5160.817565 5042.964986 4531.196121 4082.801252

Antenna 244: 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
244 N20 RF_maintenance ee Power inf 208.028596 205.553878 inf inf 7392.550011 7209.755920 10740.779886 10121.951465

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 194.059532 194.074528 inf inf 2836.312887 2825.477712 9373.398944 9405.291157

Antenna 244: 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
244 N20 RF_maintenance nn Power inf 333.872431 333.718458 inf inf 7098.100312 6834.819389 17425.879317 15678.921386
In [ ]: