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 = "229"
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 229 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 229, 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% - - 0.861136 0.011789 1.429960 1.307778 0.384728 1.373190 6.999891 -1.531740 0.5920 0.6095 0.3968 nan nan
2459974 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.007670 0.038149 1.601999 1.376532 0.375621 1.268344 0.027940 -2.188837 0.5973 0.6128 0.3947 nan nan
2459973 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.062152 0.049725 1.532960 1.147366 -0.353077 0.614615 4.351856 -1.538078 0.6045 0.6184 0.3928 nan nan
2459972 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.508593 0.053762 1.665485 1.769217 0.025849 1.953240 7.262791 -1.412320 0.5929 0.6100 0.3962 nan nan
2459971 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.717580 -0.043648 1.659634 1.533104 0.334462 1.378514 0.015539 -1.479954 0.5943 0.6113 0.3935 nan nan
2459970 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.933394 0.125010 1.836896 1.654622 0.319907 1.543160 7.378126 -1.950388 0.5990 0.6140 0.3949 nan nan
2459969 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.272633 0.153637 1.690997 1.421476 0.487492 0.938602 4.930243 -1.814286 0.6054 0.6210 0.3976 nan nan
2459968 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.023868 0.109476 2.038240 1.818337 0.433282 2.516854 1.129687 1.078932 0.7389 0.7454 0.2589 nan nan
2459967 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.747220 0.070189 1.775658 2.041418 0.375752 2.007613 9.865635 -1.440066 0.6019 0.6215 0.3880 nan nan
2459966 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.804189 0.082246 1.686055 1.855255 0.251178 1.815106 11.396287 -1.826859 0.5986 0.6190 0.3890 nan nan
2459965 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.910431 0.132447 1.829531 1.559364 0.213776 0.706049 -0.545484 -1.279027 0.6065 0.6263 0.3786 nan nan
2459964 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.245475 -0.591682 1.915173 1.728445 0.077673 0.797611 -0.180544 -0.463723 0.6642 0.6760 0.3291 nan nan
2459963 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.284809 -0.616653 1.774091 1.586682 0.464909 0.243878 0.599780 0.705928 0.6840 0.6847 0.2689 nan nan
2459962 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.026899 -0.641013 1.452221 1.771533 0.952089 0.788131 1.117448 0.231162 0.6486 0.6652 0.3524 nan nan
2459961 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.477956 -0.011481 1.757602 1.620961 0.630942 1.223155 0.722682 0.817615 0.7513 0.7460 0.2324 nan nan
2459960 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.482958 -0.171076 1.877011 1.755837 0.008128 0.102444 0.052131 -0.405212 0.6259 0.6341 0.3416 nan nan
2459959 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.344969 -0.025667 1.680545 1.518732 -0.243831 0.815739 1.208692 -1.227948 0.6142 0.6298 0.3753 nan nan
2459958 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.495219 -0.093174 1.824852 1.702473 0.177163 0.649140 1.569414 -1.291264 0.6114 0.6254 0.3873 nan nan
2459957 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.638161 -0.063439 1.909790 1.798204 0.283917 1.696613 0.547665 -2.124204 0.6081 0.6269 0.3956 nan nan
2459956 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.153410 0.072831 1.913098 1.848436 0.026236 1.270824 1.166586 0.537631 0.6502 0.6564 0.3328 nan nan
2459955 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.262763 -0.052004 1.505773 1.703104 -0.296789 1.274367 7.370134 -1.374944 0.6033 0.6242 0.3959 nan nan
2459954 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.635943 0.310486 1.830923 1.848105 -0.401491 1.412422 8.056626 -2.207176 0.6035 0.6240 0.4032 nan nan
2459953 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.501103 0.236470 1.743011 1.833916 0.046010 1.293400 4.782424 -1.508940 0.6096 0.6316 0.3998 nan nan
2459952 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.866357 0.412873 1.937626 1.825103 0.074833 1.051920 6.973736 -2.447012 0.6139 0.6341 0.4061 nan nan
2459951 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.875530 0.210934 1.642526 1.409252 -0.174124 0.753023 -0.427183 -2.738392 0.6222 0.6436 0.4038 nan nan
2459950 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.336290 0.558370 1.844655 1.606605 0.281415 1.210960 -0.855581 -1.361142 0.6221 0.6414 0.4109 nan nan
2459949 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.053504 0.333327 1.618148 1.364130 0.307405 0.913857 -0.151043 -1.752204 0.6086 0.6250 0.4065 nan nan
2459948 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.982121 0.087033 2.066176 1.548820 -0.260644 0.671443 -0.645549 -1.209850 0.6329 0.6570 0.3892 nan nan
2459947 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.731801 -0.174465 1.235016 0.931414 -0.453181 0.208102 -0.679814 -0.824425 0.6407 0.6467 0.3805 nan nan
2459946 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.194823 -0.023061 1.082987 0.977962 -0.061588 0.590335 36.094606 -2.308662 0.6119 0.6345 0.4060 nan nan
2459945 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.288303 0.074693 0.783684 0.693937 -0.715569 0.315605 10.403734 -0.939112 0.6196 0.6374 0.4051 nan nan
2459944 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.222454 0.166833 0.887809 0.863518 -0.695141 0.042265 10.250884 -1.502711 0.6226 0.6429 0.4063 nan nan
2459943 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.695188 0.218110 1.144476 0.907506 -0.356629 0.140373 3.808476 -1.360568 0.6254 0.6485 0.4113 nan nan
2459942 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.758568 0.244091 1.134115 1.020363 -0.152314 0.508347 5.065823 -1.490412 0.6313 0.6457 0.3945 nan nan
2459941 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.576524 0.069453 1.194369 0.915606 -0.597179 0.739653 11.493420 -1.531641 0.6096 0.6330 0.4203 nan nan
2459940 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.342932 -0.169744 0.917567 0.581128 -0.722613 0.189850 15.654639 -1.780333 0.6116 0.6342 0.4188 nan nan
2459939 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.424617 -0.125408 0.940584 0.731025 -0.430273 0.034216 9.747985 -1.770331 0.6234 0.6437 0.4141 nan nan
2459938 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.638616 0.164422 1.122019 0.961366 -0.423757 -0.126635 10.805304 -1.604104 0.6236 0.6465 0.4106 nan nan
2459937 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.526101 -0.105082 0.996005 0.938037 -0.430200 0.121602 1.988960 -1.633076 0.6467 0.6711 0.3769 nan nan
2459936 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.145736 -0.906665 1.397740 1.593055 -0.665595 0.141575 0.128026 -0.178700 0.7804 0.7907 0.2002 nan nan
2459935 RF_maintenance 100.00% 87.61% 87.61% 0.00% - - 13.310721 13.235575 1.228904 0.860256 2.019721 1.922174 15.459815 -1.815588 0.5422 0.5472 0.3547 nan nan
2459934 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 19.940107 19.834435 1.496047 1.294060 0.078229 0.304122 7.811810 -1.782828 nan nan nan nan nan
2459933 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 16.023308 16.011556 1.503818 1.484110 -0.100369 0.034871 8.618801 -1.899507 nan nan nan nan nan
2459932 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.752925 18.530758 1.604372 1.090984 4.673790 -0.745658 0.302231 -2.809728 nan nan nan nan nan
2459931 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.280806 17.231584 1.666913 1.419225 0.404376 0.523887 1.460785 -1.768518 nan nan nan nan nan
2459930 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 15.531684 15.411248 1.621391 1.052945 0.244393 0.163789 -0.121557 -1.430959 nan nan nan nan nan
2459929 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.701717 -0.530667 0.797198 0.646048 0.110415 -0.258592 0.006719 -0.237145 0.7085 0.7163 0.2185 nan nan
2459928 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.849875 5.342410 4.068883 4.045669 3.942788 5.093845 2.491826 -2.856455 0.6129 0.6321 0.4053 nan nan
2459927 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.909348 5.460171 3.133790 2.801532 2.677584 0.136798 -1.269481 -1.969827 0.5412 0.5536 0.3368 nan nan
2459926 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.162614 2.328734 1.956440 1.848352 0.203683 0.279464 0.019634 0.115730 0.7541 0.7755 0.2255 nan nan
2459925 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.613222 2.317337 3.363618 3.296311 2.667744 2.402572 1.555397 0.768013 0.7196 0.7172 0.2663 nan nan
2459924 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.296842 4.510756 3.384671 3.358104 4.057787 3.583637 -0.844933 -0.889003 0.6215 0.6504 0.3940 nan nan
2459923 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.467181 4.730162 3.642427 3.385330 2.218086 2.818630 1.229889 0.630214 0.6750 0.6939 0.3604 nan nan
2459922 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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% - - nan nan inf inf nan nan nan nan 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459910 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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% - - 225.128111 225.071803 inf inf 3769.991988 3785.684699 8524.163859 8603.849557 nan nan nan nan nan
2459905 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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% - - 248.945175 248.409864 inf inf 5940.774119 6296.852973 850.441672 925.667954 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459890 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459889 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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% - - 185.485433 185.325639 inf inf 3403.583564 3433.791592 10194.494794 10427.674145 nan nan nan nan nan
2459878 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 317.693527 317.550046 inf inf 7742.412048 7776.734697 25598.566901 25618.351368 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 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 6.999891 0.861136 0.011789 1.429960 1.307778 0.384728 1.373190 6.999891 -1.531740

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.601999 1.007670 0.038149 1.601999 1.376532 0.375621 1.268344 0.027940 -2.188837

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 4.351856 1.062152 0.049725 1.532960 1.147366 -0.353077 0.614615 4.351856 -1.538078

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 7.262791 0.508593 0.053762 1.665485 1.769217 0.025849 1.953240 7.262791 -1.412320

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.659634 0.717580 -0.043648 1.659634 1.533104 0.334462 1.378514 0.015539 -1.479954

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 7.378126 0.125010 0.933394 1.654622 1.836896 1.543160 0.319907 -1.950388 7.378126

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 4.930243 1.272633 0.153637 1.690997 1.421476 0.487492 0.938602 4.930243 -1.814286

Antenna 229: 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
229 N20 RF_maintenance nn Temporal Variability 2.516854 -0.023868 0.109476 2.038240 1.818337 0.433282 2.516854 1.129687 1.078932

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 9.865635 0.747220 0.070189 1.775658 2.041418 0.375752 2.007613 9.865635 -1.440066

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 11.396287 0.082246 0.804189 1.855255 1.686055 1.815106 0.251178 -1.826859 11.396287

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.829531 0.132447 0.910431 1.559364 1.829531 0.706049 0.213776 -1.279027 -0.545484

Antenna 229: 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
229 N20 RF_maintenance nn Power 1.771533 -0.641013 -0.026899 1.771533 1.452221 0.788131 0.952089 0.231162 1.117448

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.757602 -0.011481 -0.477956 1.620961 1.757602 1.223155 0.630942 0.817615 0.722682

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.877011 -0.171076 0.482958 1.755837 1.877011 0.102444 0.008128 -0.405212 0.052131

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.680545 0.344969 -0.025667 1.680545 1.518732 -0.243831 0.815739 1.208692 -1.227948

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.824852 -0.093174 0.495219 1.702473 1.824852 0.649140 0.177163 -1.291264 1.569414

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.909790 -0.063439 0.638161 1.798204 1.909790 1.696613 0.283917 -2.124204 0.547665

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.913098 0.072831 0.153410 1.848436 1.913098 1.270824 0.026236 0.537631 1.166586

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 7.370134 0.262763 -0.052004 1.505773 1.703104 -0.296789 1.274367 7.370134 -1.374944

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 8.056626 0.310486 0.635943 1.848105 1.830923 1.412422 -0.401491 -2.207176 8.056626

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 4.782424 0.236470 0.501103 1.833916 1.743011 1.293400 0.046010 -1.508940 4.782424

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 6.973736 0.412873 0.866357 1.825103 1.937626 1.051920 0.074833 -2.447012 6.973736

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.642526 0.210934 0.875530 1.409252 1.642526 0.753023 -0.174124 -2.738392 -0.427183

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.844655 0.558370 1.336290 1.606605 1.844655 1.210960 0.281415 -1.361142 -0.855581

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.618148 1.053504 0.333327 1.618148 1.364130 0.307405 0.913857 -0.151043 -1.752204

Antenna 229: 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
229 N20 RF_maintenance ee Power 2.066176 0.982121 0.087033 2.066176 1.548820 -0.260644 0.671443 -0.645549 -1.209850

Antenna 229: 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
229 N20 RF_maintenance ee Power 1.235016 -0.174465 0.731801 0.931414 1.235016 0.208102 -0.453181 -0.824425 -0.679814

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 36.094606 -0.023061 0.194823 0.977962 1.082987 0.590335 -0.061588 -2.308662 36.094606

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 10.403734 0.074693 0.288303 0.693937 0.783684 0.315605 -0.715569 -0.939112 10.403734

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 10.250884 0.222454 0.166833 0.887809 0.863518 -0.695141 0.042265 10.250884 -1.502711

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 3.808476 0.218110 0.695188 0.907506 1.144476 0.140373 -0.356629 -1.360568 3.808476

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 5.065823 0.244091 0.758568 1.020363 1.134115 0.508347 -0.152314 -1.490412 5.065823

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 11.493420 0.069453 0.576524 0.915606 1.194369 0.739653 -0.597179 -1.531641 11.493420

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 15.654639 -0.169744 0.342932 0.581128 0.917567 0.189850 -0.722613 -1.780333 15.654639

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 9.747985 -0.125408 0.424617 0.731025 0.940584 0.034216 -0.430273 -1.770331 9.747985

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 10.805304 0.164422 0.638616 0.961366 1.122019 -0.126635 -0.423757 -1.604104 10.805304

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 1.988960 0.526101 -0.105082 0.996005 0.938037 -0.430200 0.121602 1.988960 -1.633076

Antenna 229: 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
229 N20 RF_maintenance nn Power 1.593055 -0.145736 -0.906665 1.397740 1.593055 -0.665595 0.141575 0.128026 -0.178700

Antenna 229: 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
229 N20 RF_maintenance ee Temporal Discontinuties 15.459815 13.235575 13.310721 0.860256 1.228904 1.922174 2.019721 -1.815588 15.459815

Antenna 229: 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
229 N20 RF_maintenance ee Shape 19.940107 19.940107 19.834435 1.496047 1.294060 0.078229 0.304122 7.811810 -1.782828

Antenna 229: 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
229 N20 RF_maintenance ee Shape 16.023308 16.011556 16.023308 1.484110 1.503818 0.034871 -0.100369 -1.899507 8.618801

Antenna 229: 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
229 N20 RF_maintenance ee Shape 18.752925 18.530758 18.752925 1.090984 1.604372 -0.745658 4.673790 -2.809728 0.302231

Antenna 229: 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
229 N20 RF_maintenance ee Shape 17.280806 17.280806 17.231584 1.666913 1.419225 0.404376 0.523887 1.460785 -1.768518

Antenna 229: 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
229 N20 RF_maintenance ee Shape 15.531684 15.531684 15.411248 1.621391 1.052945 0.244393 0.163789 -0.121557 -1.430959

Antenna 229: 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
229 N20 RF_maintenance ee Power 0.797198 -0.530667 0.701717 0.646048 0.797198 -0.258592 0.110415 -0.237145 0.006719

Antenna 229: 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
229 N20 RF_maintenance nn Shape 5.342410 5.342410 4.849875 4.045669 4.068883 5.093845 3.942788 -2.856455 2.491826

Antenna 229: 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
229 N20 RF_maintenance ee Shape 5.909348 5.460171 5.909348 2.801532 3.133790 0.136798 2.677584 -1.969827 -1.269481

Antenna 229: 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
229 N20 RF_maintenance nn Shape 2.328734 2.328734 2.162614 1.848352 1.956440 0.279464 0.203683 0.115730 0.019634

Antenna 229: 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
229 N20 RF_maintenance ee Shape 3.613222 3.613222 2.317337 3.363618 3.296311 2.667744 2.402572 1.555397 0.768013

Antenna 229: 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
229 N20 RF_maintenance nn Shape 4.510756 4.296842 4.510756 3.384671 3.358104 4.057787 3.583637 -0.844933 -0.889003

Antenna 229: 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
229 N20 RF_maintenance nn Shape 4.730162 4.730162 4.467181 3.385330 3.642427 2.818630 2.218086 0.630214 1.229889

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Power inf 225.071803 225.128111 inf inf 3785.684699 3769.991988 8603.849557 8524.163859

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Power inf 248.945175 248.409864 inf inf 5940.774119 6296.852973 850.441672 925.667954

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 229: 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
229 N20 RF_maintenance nn Power inf 185.325639 185.485433 inf inf 3433.791592 3403.583564 10427.674145 10194.494794

Antenna 229: 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
229 N20 RF_maintenance nn Power inf 317.550046 317.693527 inf inf 7776.734697 7742.412048 25618.351368 25598.566901
In [ ]: