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 = "241"
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 241 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 241, Node N19:

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_ok 0.00% 0.00% 0.00% 0.00% - - 0.828623 1.370357 -0.389044 0.791628 1.377579 0.159670 1.454895 -0.461557 0.4842 0.5104 0.2593 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.835364 3.242255 -0.898414 0.593607 -0.740884 0.495427 5.819474 22.706715 0.6017 0.5787 0.3865 nan nan
2459973 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.937025 3.328912 -0.822016 0.707102 -0.697290 -0.039216 3.373957 13.197850 0.6031 0.5814 0.3894 nan nan
2459972 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.932930 3.839550 -0.778914 0.393971 -0.155475 1.298524 5.365917 12.834662 0.5910 0.5689 0.3849 nan nan
2459971 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.827902 3.528889 -0.770569 0.450482 -0.772673 0.827501 4.430933 12.426372 0.5939 0.5745 0.3823 nan nan
2459970 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.154287 3.801008 -0.536634 0.561922 -1.101770 0.852996 4.513179 14.568018 0.5986 0.5777 0.3844 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.111679 3.449357 -0.485411 0.647509 -1.127547 0.237590 3.791802 14.857232 0.6083 0.5878 0.3859 nan nan
2459968 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.098098 5.353162 -0.344765 0.789334 -0.577431 1.562072 -0.313080 0.948788 0.7314 0.7075 0.2555 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.978972 3.788226 -0.603511 0.393998 -0.803584 1.266436 5.259654 13.421458 0.6059 0.5824 0.3781 nan nan
2459966 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.182764 4.364102 -0.573819 0.381283 -0.696506 1.253914 7.150972 19.044712 0.6031 0.5788 0.3809 nan nan
2459965 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.910295 3.914675 -0.637492 0.491598 -0.528693 0.390717 3.559518 13.073830 0.6114 0.5875 0.3681 nan nan
2459964 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.958509 4.912166 -0.842775 0.478060 -0.764902 0.646719 1.612847 8.067582 0.6695 0.6434 0.3192 nan nan
2459963 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.368243 2.144060 -0.718234 0.727486 -1.104556 0.519544 -0.675131 0.824949 0.6909 0.6620 0.2580 nan nan
2459962 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.822622 4.739129 -1.223757 0.584778 -1.315795 0.750359 -0.722320 2.201701 0.6532 0.6292 0.3355 nan nan
2459961 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.495473 6.920074 -0.675228 0.573443 -0.422920 0.363789 -0.458964 1.001741 0.7448 0.7083 0.2353 nan nan
2459960 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.908990 4.333669 -0.762820 0.419976 -0.362751 1.285663 0.850236 6.761517 0.6222 0.5962 0.3286 nan nan
2459959 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.130578 4.555583 -1.271426 0.605573 -0.445469 0.882848 3.778174 11.717799 0.6042 0.5830 0.3686 nan nan
2459958 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.038209 4.420168 -0.792956 0.283793 -0.505246 0.812388 4.040955 12.658280 0.6038 0.5793 0.3804 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.014396 3.943225 -0.653577 0.229906 -0.601476 0.801280 5.886077 19.057096 0.6061 0.5838 0.3882 nan nan
2459956 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.555758 6.502955 -0.412593 0.445643 -0.397217 0.994123 0.651882 5.085458 0.6561 0.6246 0.3216 nan nan
2459955 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.657959 3.536675 -0.627289 0.223664 -0.626354 0.774633 6.334552 16.992773 0.6010 0.5820 0.3853 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.145482 4.039568 -0.262128 0.405654 -0.922770 0.784429 7.497859 23.989132 0.6026 0.5842 0.3931 nan nan
2459953 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.962801 3.815375 -0.480739 0.429561 -0.743829 0.994686 5.159211 18.016170 0.6081 0.5901 0.3871 nan nan
2459952 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.247461 3.985700 -0.246177 0.656665 -0.939223 0.502930 7.020107 29.368716 0.6164 0.5969 0.3923 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.587312 2.752589 -0.676890 0.690436 -1.011215 0.044062 5.353723 26.244543 0.6247 0.6064 0.3939 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.140641 3.433021 -0.549894 0.708270 -1.062550 0.200207 2.927577 14.911546 0.6254 0.6060 0.4015 nan nan
2459949 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.042756 3.393973 -0.891140 0.737515 -0.947236 0.265012 3.813481 16.583120 0.6150 0.5929 0.3979 nan nan
2459948 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.786935 3.533172 -1.031322 0.691475 -0.377308 -0.049586 2.916908 8.375489 0.6384 0.6224 0.3749 nan nan
2459947 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.607034 3.422292 -1.026065 0.442082 -0.533373 -0.532653 1.401214 6.558305 0.6523 0.6178 0.3668 nan nan
2459946 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.676846 3.922877 -0.866719 0.343494 -0.552815 0.363130 10.680269 27.433660 0.6192 0.5968 0.3906 nan nan
2459945 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.793421 3.200345 -1.080777 0.359252 -0.991725 -0.161644 5.312920 20.176622 0.6278 0.6036 0.3930 nan nan
2459944 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.702486 3.268679 -0.995258 0.425655 -0.853157 -0.350068 3.791348 14.843103 0.6304 0.6086 0.3923 nan nan
2459943 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.508310 2.569988 -0.782418 0.494895 -0.864605 -0.363123 2.585487 10.355276 0.6337 0.6160 0.3962 nan nan
2459942 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.017970 3.651415 -0.912193 0.373392 -0.653914 -0.166112 4.153331 13.466045 0.6379 0.6083 0.3869 nan nan
2459941 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.068039 4.129402 -0.789893 0.370376 -0.337597 0.183526 7.374685 19.871463 0.6159 0.5918 0.4072 nan nan
2459940 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.568399 3.530081 -1.016244 0.434011 -0.466678 -0.222924 7.119805 24.844039 0.6234 0.5987 0.4046 nan nan
2459939 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.648982 3.208759 -0.870013 0.418948 -0.806238 -0.458301 4.660531 18.522882 0.6287 0.6053 0.4023 nan nan
2459938 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.785562 3.216586 -0.831350 0.404948 -1.020575 -0.549066 6.337068 20.009525 0.6324 0.6108 0.3976 nan nan
2459937 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.824306 3.672808 -1.103387 0.315440 -0.695406 -0.423375 2.750026 9.940391 0.6449 0.6279 0.3686 nan nan
2459936 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.072464 3.798846 -1.331947 0.102492 -0.531198 0.693429 -0.661072 0.218238 0.7734 0.7494 0.2092 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 13.225617 13.758695 -0.550263 0.497998 1.596118 1.853246 8.603994 22.231298 0.5481 0.5156 0.3517 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 19.849485 19.930678 -0.209255 0.505240 -0.576593 -0.243763 4.741048 16.301404 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.017201 16.169975 -0.210616 0.480503 -0.798054 -0.386048 5.545692 15.699798 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.442454 18.820056 -0.109481 0.778148 -0.112393 0.864930 7.887924 28.720860 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.154654 17.482087 -0.311593 0.614487 -0.426033 -0.297412 5.022904 18.260315 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.433759 15.308184 -0.096938 0.786880 -0.240948 -0.552050 6.297163 17.664225 nan nan nan nan nan
2459929 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.208415 5.023923 -1.354212 0.995606 -0.905755 0.405177 -1.091806 0.733458 0.7216 0.6921 0.1862 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.824025 4.782325 -1.319456 0.140144 -1.059658 -0.343851 6.587755 18.353376 0.6287 0.5929 0.3961 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.691038 4.669053 -0.889708 0.506280 -0.343640 4.005519 2.415838 16.243837 0.5667 0.5358 0.3363 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.202717 3.597892 -1.916030 0.358679 -1.040319 -0.563345 -1.059422 0.030873 0.7651 0.7492 0.2127 nan nan
2459925 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.292859 4.463661 -1.537044 0.622205 -0.362256 -1.186713 -1.869738 -0.359736 0.7583 0.7180 0.2313 nan nan
2459924 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.668281 3.659266 -1.563788 0.360070 -1.221125 -1.986361 0.192140 2.616031 0.6499 0.6243 0.3841 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.525703 3.690259 -1.401499 0.488858 -1.405577 -1.589322 -0.689917 1.501583 0.6913 0.6730 0.3459 nan nan
2459922 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.830979 3.879318 -0.595357 0.075002 -0.501038 -0.380898 7.285694 15.208597 0.6213 0.5975 0.4043 nan nan
2459921 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459919 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459918 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459917 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459916 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459915 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459914 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459913 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459911 RF_ok 100.00% 100.00% 100.00% 0.00% - - 239.198702 239.244135 inf inf 5963.561078 5962.313651 7285.058651 7283.681931 nan nan nan nan nan
2459910 RF_ok 100.00% 100.00% 100.00% 0.00% - - 212.280594 212.502925 inf inf 4467.555510 4484.124029 4329.846280 4362.153161 nan nan nan nan nan
2459909 RF_ok 100.00% 100.00% 100.00% 0.00% - - 254.712748 254.441741 inf inf 4934.001198 4932.951987 9291.468012 9290.709715 nan nan nan nan nan
2459908 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459907 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459906 RF_ok 100.00% 100.00% 100.00% 0.00% - - 245.816253 245.877191 inf inf 4170.499039 3961.711065 9922.335755 9044.004299 nan nan nan nan nan
2459905 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459904 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459903 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459902 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459901 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459898 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459897 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_ok 100.00% 100.00% 100.00% 0.00% - - 227.711489 228.181289 inf inf 6304.068054 6660.689224 667.716662 651.938887 nan nan nan nan nan
2459894 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459893 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459890 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459889 RF_ok 100.00% 100.00% 100.00% 0.00% - - 270.357679 270.053980 inf inf 9649.137601 9772.013245 16287.208635 16598.253636 nan nan nan nan nan
2459888 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459887 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459886 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.951281 1.892168 -0.608823 0.398899 -1.780875 -1.136676 -0.918408 1.332168 0.7467 0.7008 0.3391 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.690995 7.125497 16.274561 -0.054925 2.009793 3.998623 8.073022 8.179268 0.7043 0.6578 0.3674 nan nan
2459884 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.004016 3.068810 -0.705773 0.059059 -1.552037 -1.379799 5.774355 19.464731 0.6561 0.6048 0.4111 nan nan
2459883 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.024370 5.875678 14.376286 -0.049862 0.396255 1.854430 16.519673 53.671385 0.6563 0.6088 0.3989 nan nan
2459882 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.346970 10.174646 16.282219 0.056470 1.249884 3.453848 9.779482 25.689357 0.6572 0.6048 0.3991 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.900095 5.619179 18.324501 0.016503 1.772651 6.561416 21.578603 64.834467 0.6992 0.6696 0.3419 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.352704 6.751781 14.779073 0.046435 0.400563 1.710809 9.130565 30.228088 0.6535 0.6096 0.4090 nan nan
2459879 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.471931 3.072554 -2.791874 0.309214 -1.045123 -1.598572 6.988166 30.227383 0.6434 0.6091 0.4147 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.437071 6.072047 18.454192 0.179340 0.768783 3.315567 18.862210 59.668322 0.6466 0.6153 0.4075 nan nan
2459839 RF_ok 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459830 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459829 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459828 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459827 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459826 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459825 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459824 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459823 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459822 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459821 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459820 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459817 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459816 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459815 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459814 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

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 241: 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
241 N19 RF_ok ee Temporal Discontinuties 1.454895 0.828623 1.370357 -0.389044 0.791628 1.377579 0.159670 1.454895 -0.461557

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 22.706715 1.835364 3.242255 -0.898414 0.593607 -0.740884 0.495427 5.819474 22.706715

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 13.197850 1.937025 3.328912 -0.822016 0.707102 -0.697290 -0.039216 3.373957 13.197850

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 12.834662 1.932930 3.839550 -0.778914 0.393971 -0.155475 1.298524 5.365917 12.834662

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 12.426372 1.827902 3.528889 -0.770569 0.450482 -0.772673 0.827501 4.430933 12.426372

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 14.568018 3.801008 2.154287 0.561922 -0.536634 0.852996 -1.101770 14.568018 4.513179

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 14.857232 2.111679 3.449357 -0.485411 0.647509 -1.127547 0.237590 3.791802 14.857232

Antenna 241: 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
241 N19 RF_ok nn Shape 5.353162 4.098098 5.353162 -0.344765 0.789334 -0.577431 1.562072 -0.313080 0.948788

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 13.421458 1.978972 3.788226 -0.603511 0.393998 -0.803584 1.266436 5.259654 13.421458

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 19.044712 4.364102 2.182764 0.381283 -0.573819 1.253914 -0.696506 19.044712 7.150972

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 13.073830 3.914675 1.910295 0.491598 -0.637492 0.390717 -0.528693 13.073830 3.559518

Antenna 241: 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
241 N19 RF_ok nn Shape 4.739129 4.739129 1.822622 0.584778 -1.223757 0.750359 -1.315795 2.201701 -0.722320

Antenna 241: 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
241 N19 RF_ok nn Shape 6.920074 6.920074 3.495473 0.573443 -0.675228 0.363789 -0.422920 1.001741 -0.458964

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 6.761517 4.333669 1.908990 0.419976 -0.762820 1.285663 -0.362751 6.761517 0.850236

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 11.717799 2.130578 4.555583 -1.271426 0.605573 -0.445469 0.882848 3.778174 11.717799

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 12.658280 4.420168 2.038209 0.283793 -0.792956 0.812388 -0.505246 12.658280 4.040955

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 19.057096 3.943225 2.014396 0.229906 -0.653577 0.801280 -0.601476 19.057096 5.886077

Antenna 241: 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
241 N19 RF_ok nn Shape 6.502955 6.502955 3.555758 0.445643 -0.412593 0.994123 -0.397217 5.085458 0.651882

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 16.992773 1.657959 3.536675 -0.627289 0.223664 -0.626354 0.774633 6.334552 16.992773

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 23.989132 4.039568 2.145482 0.405654 -0.262128 0.784429 -0.922770 23.989132 7.497859

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 18.016170 3.815375 1.962801 0.429561 -0.480739 0.994686 -0.743829 18.016170 5.159211

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 29.368716 3.985700 2.247461 0.656665 -0.246177 0.502930 -0.939223 29.368716 7.020107

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 26.244543 2.752589 1.587312 0.690436 -0.676890 0.044062 -1.011215 26.244543 5.353723

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 14.911546 3.433021 2.140641 0.708270 -0.549894 0.200207 -1.062550 14.911546 2.927577

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 16.583120 2.042756 3.393973 -0.891140 0.737515 -0.947236 0.265012 3.813481 16.583120

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 8.375489 1.786935 3.533172 -1.031322 0.691475 -0.377308 -0.049586 2.916908 8.375489

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 6.558305 3.422292 1.607034 0.442082 -1.026065 -0.532653 -0.533373 6.558305 1.401214

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 27.433660 3.922877 1.676846 0.343494 -0.866719 0.363130 -0.552815 27.433660 10.680269

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 20.176622 3.200345 1.793421 0.359252 -1.080777 -0.161644 -0.991725 20.176622 5.312920

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 14.843103 1.702486 3.268679 -0.995258 0.425655 -0.853157 -0.350068 3.791348 14.843103

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 10.355276 2.569988 1.508310 0.494895 -0.782418 -0.363123 -0.864605 10.355276 2.585487

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 13.466045 3.651415 2.017970 0.373392 -0.912193 -0.166112 -0.653914 13.466045 4.153331

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 19.871463 4.129402 2.068039 0.370376 -0.789893 0.183526 -0.337597 19.871463 7.374685

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 24.844039 3.530081 1.568399 0.434011 -1.016244 -0.222924 -0.466678 24.844039 7.119805

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 18.522882 3.208759 1.648982 0.418948 -0.870013 -0.458301 -0.806238 18.522882 4.660531

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 20.009525 3.216586 1.785562 0.404948 -0.831350 -0.549066 -1.020575 20.009525 6.337068

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 9.940391 1.824306 3.672808 -1.103387 0.315440 -0.695406 -0.423375 2.750026 9.940391

Antenna 241: 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
241 N19 RF_ok nn Shape 3.798846 2.072464 3.798846 -1.331947 0.102492 -0.531198 0.693429 -0.661072 0.218238

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 22.231298 13.758695 13.225617 0.497998 -0.550263 1.853246 1.596118 22.231298 8.603994

Antenna 241: 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
241 N19 RF_ok nn Shape 19.930678 19.849485 19.930678 -0.209255 0.505240 -0.576593 -0.243763 4.741048 16.301404

Antenna 241: 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
241 N19 RF_ok nn Shape 16.169975 16.169975 16.017201 0.480503 -0.210616 -0.386048 -0.798054 15.699798 5.545692

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 28.720860 18.820056 18.442454 0.778148 -0.109481 0.864930 -0.112393 28.720860 7.887924

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 18.260315 17.154654 17.482087 -0.311593 0.614487 -0.426033 -0.297412 5.022904 18.260315

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 17.664225 15.433759 15.308184 -0.096938 0.786880 -0.240948 -0.552050 6.297163 17.664225

Antenna 241: 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
241 N19 RF_ok nn Shape 5.023923 5.023923 3.208415 0.995606 -1.354212 0.405177 -0.905755 0.733458 -1.091806

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 18.353376 4.782325 1.824025 0.140144 -1.319456 -0.343851 -1.059658 18.353376 6.587755

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 16.243837 4.669053 1.691038 0.506280 -0.889708 4.005519 -0.343640 16.243837 2.415838

Antenna 241: 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
241 N19 RF_ok nn Shape 3.597892 3.597892 1.202717 0.358679 -1.916030 -0.563345 -1.040319 0.030873 -1.059422

Antenna 241: 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
241 N19 RF_ok nn Shape 4.463661 3.292859 4.463661 -1.537044 0.622205 -0.362256 -1.186713 -1.869738 -0.359736

Antenna 241: 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
241 N19 RF_ok nn Shape 3.659266 1.668281 3.659266 -1.563788 0.360070 -1.221125 -1.986361 0.192140 2.616031

Antenna 241: 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
241 N19 RF_ok nn Shape 3.690259 3.690259 1.525703 0.488858 -1.401499 -1.589322 -1.405577 1.501583 -0.689917

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 15.208597 3.879318 1.830979 0.075002 -0.595357 -0.380898 -0.501038 15.208597 7.285694

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Power inf 239.244135 239.198702 inf inf 5962.313651 5963.561078 7283.681931 7285.058651

Antenna 241: 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
241 N19 RF_ok nn Power inf 212.502925 212.280594 inf inf 4484.124029 4467.555510 4362.153161 4329.846280

Antenna 241: 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
241 N19 RF_ok nn Power inf 254.441741 254.712748 inf inf 4932.951987 4934.001198 9290.709715 9291.468012

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Power inf 245.877191 245.816253 inf inf 3961.711065 4170.499039 9044.004299 9922.335755

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Power inf 227.711489 228.181289 inf inf 6304.068054 6660.689224 667.716662 651.938887

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok ee Power inf 270.357679 270.053980 inf inf 9649.137601 9772.013245 16287.208635 16598.253636

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 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
241 N19 RF_ok nn Shape 1.892168 0.951281 1.892168 -0.608823 0.398899 -1.780875 -1.136676 -0.918408 1.332168

Antenna 241: 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
241 N19 RF_ok ee Power 16.274561 7.125497 3.690995 -0.054925 16.274561 3.998623 2.009793 8.179268 8.073022

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 19.464731 3.068810 1.004016 0.059059 -0.705773 -1.379799 -1.552037 19.464731 5.774355

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 53.671385 5.875678 3.024370 -0.049862 14.376286 1.854430 0.396255 53.671385 16.519673

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 25.689357 10.174646 5.346970 0.056470 16.282219 3.453848 1.249884 25.689357 9.779482

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 64.834467 5.619179 2.900095 0.016503 18.324501 6.561416 1.772651 64.834467 21.578603

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 30.228088 6.751781 3.352704 0.046435 14.779073 1.710809 0.400563 30.228088 9.130565

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 30.227383 3.072554 0.471931 0.309214 -2.791874 -1.598572 -1.045123 30.227383 6.988166

Antenna 241: 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
241 N19 RF_ok nn Temporal Discontinuties 59.668322 6.072047 3.437071 0.179340 18.454192 3.315567 0.768783 59.668322 18.862210

Antenna 241: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459830

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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
241 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 241: 2459827

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
241 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: