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 = "211"
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 211 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 211, 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_ok 0.00% 0.00% 0.00% 0.00% - - 0.916466 2.318775 -1.342831 -0.036587 -0.612753 -0.022039 2.703873 -0.325157 0.5722 0.5888 0.3792 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.865662 2.105039 -1.336728 0.001374 -0.617342 -0.165212 5.699770 -0.542754 0.5796 0.5932 0.3778 nan nan
2459973 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.703324 1.967678 -1.189450 -0.164554 0.467349 -0.514592 3.665794 -0.508895 0.5870 0.5997 0.3770 nan nan
2459972 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.082624 2.240130 -1.240059 0.311395 -0.665382 0.282977 2.325333 0.070827 0.5692 0.5868 0.3777 nan nan
2459971 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.868881 2.255865 -1.223219 0.169237 -0.336788 0.038978 2.794425 -0.112100 0.5716 0.5897 0.3757 nan nan
2459970 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.788560 2.593641 -0.913152 0.297498 -0.982850 0.268033 1.179558 -0.804130 0.5786 0.5919 0.3766 nan nan
2459969 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.624868 2.329127 -0.897358 0.214119 0.312974 -0.089853 1.736733 -1.027514 0.5870 0.6001 0.3809 nan nan
2459968 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.510597 1.046928 -0.940450 0.270257 -0.716411 -0.118336 -1.358435 -0.684546 0.7293 0.7341 0.2486 nan nan
2459967 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.989865 1.297600 -1.012688 0.548072 0.603322 0.212774 2.912435 -0.227198 0.5824 0.6021 0.3736 nan nan
2459966 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.147589 1.596544 -0.998892 0.386144 -0.319195 0.144385 2.364149 -0.474278 0.5778 0.5990 0.3746 nan nan
2459965 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.924364 1.430100 -1.102248 0.222652 -0.728156 -0.473638 0.735902 -0.433413 0.5862 0.6066 0.3644 nan nan
2459964 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.526335 2.147298 -1.457172 0.234502 -1.032026 -0.033997 -0.368528 -0.900022 0.6515 0.6590 0.3181 nan nan
2459963 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.059259 1.488985 -1.016251 0.190255 -1.560790 -0.648738 -1.176608 -0.189009 0.6760 0.6756 0.2564 nan nan
2459962 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.351576 1.201860 -1.633456 0.143463 0.991691 -0.311217 -1.245381 -0.520598 0.6306 0.6501 0.3379 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.375742 -0.166090 -1.230416 0.187646 -1.392006 -0.884998 -1.214100 -0.659841 0.7429 0.7447 0.2254 nan nan
2459960 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.984591 -1.156537 -1.192160 0.246322 -1.162117 -0.955983 -0.647442 -0.460514 0.6048 0.6249 0.3294 nan nan
2459959 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.578286 -1.517514 -1.696746 -0.172967 -0.952129 -0.839054 1.913185 0.937226 0.5884 0.6199 0.3662 nan nan
2459958 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.206362 -1.075587 -1.204500 0.199972 -0.846990 -0.959922 1.395522 0.476067 0.5816 0.6127 0.3796 nan nan
2459957 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.209300 -0.679158 -1.084037 0.355045 -0.920001 -0.604988 1.255052 -0.003840 0.5790 0.6141 0.3899 nan nan
2459956 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.066496 0.045077 -0.791638 0.424384 0.377594 -0.685571 -0.956033 -0.632203 0.6332 0.6487 0.3226 nan nan
2459955 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.903181 -0.889323 -0.928106 0.332222 -0.557746 -0.779459 3.293322 0.925714 0.5777 0.6145 0.3910 nan nan
2459954 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.914867 -0.748030 -0.590810 0.513392 -0.956503 -0.528608 3.988808 0.109010 0.5796 0.6157 0.3988 nan nan
2459953 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.834043 -0.794611 -0.838089 0.410515 -0.533838 -0.261262 2.600149 -0.111943 0.5863 0.6221 0.3945 nan nan
2459952 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.804497 -0.597085 -0.622173 0.476775 -0.401425 -0.354816 3.462867 -0.667340 0.5916 0.6244 0.3991 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.430542 -0.478358 -1.016179 0.144096 -0.638134 -0.641791 10.999303 -0.559873 0.6042 0.6357 0.3986 nan nan
2459950 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.543809 -0.117774 -0.846027 0.331224 -0.165399 -0.345628 2.911481 -0.797905 0.6047 0.6342 0.4059 nan nan
2459949 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.549204 -0.794758 -1.262030 -0.012340 0.062867 -0.578825 0.911326 -1.098512 0.5895 0.6201 0.4047 nan nan
2459948 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.383354 -0.847568 -1.490066 -0.134514 0.252985 -0.893404 0.588739 -0.943627 0.6106 0.6483 0.3872 nan nan
2459947 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.627866 -0.995059 -1.284482 -0.288819 -1.186797 -0.961897 -0.872397 -1.045516 0.6233 0.6376 0.3745 nan nan
2459946 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.577492 -1.080715 -1.086436 -0.311988 -0.839582 -1.145086 0.341449 -0.092461 0.5872 0.6217 0.4002 nan nan
2459945 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.565893 -0.932708 -1.292839 -0.496998 -0.700201 -1.151870 6.087591 -0.540364 0.5964 0.6264 0.4006 nan nan
2459944 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.304776 -1.041737 -1.196890 -0.370718 -0.816298 -1.258781 2.060139 -0.607873 0.5996 0.6294 0.4001 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.217632 -0.885477 -1.028393 -0.218903 -0.398082 -1.099605 1.629468 -0.636207 0.6042 0.6369 0.4056 nan nan
2459942 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.358376 -1.038215 -1.207778 -0.220625 -1.046276 -1.104863 1.210571 -0.876718 0.6087 0.6324 0.3879 nan nan
2459941 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.686762 -0.831159 -1.053721 -0.302143 -0.707200 -0.834425 0.778372 -0.318835 0.5848 0.6172 0.4117 nan nan
2459940 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.292404 -1.142144 -1.296602 -0.584245 -0.970838 -1.171276 0.995473 -0.634478 0.5904 0.6203 0.4090 nan nan
2459939 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.259829 -1.090723 -1.143128 -0.354184 -0.868869 -1.242537 0.970512 -1.130580 0.6019 0.6293 0.4065 nan nan
2459938 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.389144 -0.737730 -1.152848 -0.213181 -1.143146 -1.141758 2.584126 -0.669876 0.6028 0.6327 0.4030 nan nan
2459937 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.719655 -0.939819 -1.431158 -0.337890 -0.731396 -0.921569 -0.568190 -1.725837 0.6253 0.6597 0.3717 nan nan
2459936 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.180905 -0.542607 -1.618482 0.009842 -0.847907 -1.081277 -1.599945 -1.726878 0.7719 0.7891 0.2000 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 12.205723 12.848455 -0.796229 -0.242823 1.564908 1.028652 2.535230 -0.458183 0.5333 0.5456 0.3537 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.976508 19.433592 -0.457274 0.228496 -0.665194 -0.870174 1.784080 -0.625898 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.322180 15.653404 -0.483337 0.318815 -0.878335 -1.008424 0.808599 -1.091896 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.825847 18.235682 -0.312458 0.173148 1.290537 -1.106781 -0.465782 -1.718369 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.451161 16.885605 -0.610883 0.278266 -0.076388 -0.570412 0.729271 -1.118119 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 14.795322 15.087861 -0.357120 0.136075 -0.397838 -0.822082 -0.118340 -1.141371 nan nan nan nan nan
2459929 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.929455 -0.514494 -1.536226 0.089638 1.019677 -0.081931 -1.179619 -0.505468 0.7022 0.7108 0.2152 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.686061 4.100803 2.102058 3.354643 0.584099 3.732216 2.053653 -2.261719 0.6146 0.6268 0.4031 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.378819 4.847053 1.722555 2.327003 2.740570 0.278730 -1.376425 -1.808490 0.5690 0.5663 0.3479 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.405924 1.804461 0.528256 1.360831 -0.553064 -0.050844 -0.757083 -0.213477 0.7661 0.7799 0.2239 nan nan
2459925 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.461256 1.988057 1.549992 2.658841 1.633371 1.501137 0.077313 0.417467 0.7271 0.7138 0.2646 nan nan
2459924 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.669372 3.730833 1.648746 2.772091 0.730918 2.603782 0.009084 -0.997208 0.6323 0.6494 0.3928 nan nan
2459923 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.468716 3.601642 1.816411 2.740672 -0.072513 1.797477 0.018438 0.266360 0.6825 0.6932 0.3579 nan nan
2459922 RF_ok 100.00% 100.00% 100.00% 0.00% - - 239.882265 240.145324 inf inf 4715.192446 4738.914464 4869.097572 4951.686593 nan nan nan 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% - - 214.549801 214.472595 inf inf 3626.714163 3631.445828 9512.170018 9572.157019 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
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% - - 229.516748 229.694550 inf inf 4428.246825 4421.815481 4592.433497 4590.222350 nan nan nan nan nan
2459910 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459909 RF_ok 100.00% 100.00% 100.00% 0.00% - - 226.821566 226.652695 inf inf 3699.881939 3668.637809 5970.229387 5886.106132 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459905 RF_ok 100.00% 100.00% 100.00% 0.00% - - 247.595074 247.428766 inf inf 10062.931609 10060.150786 9227.955681 9361.397647 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% - - 266.695898 266.595288 inf inf 5878.016023 5863.336356 896.078736 890.980008 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% - - 230.157367 230.283854 inf inf 6340.640165 6318.878743 6739.320332 6627.347725 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% - - 204.854544 196.085848 inf inf 6311.139740 6599.435460 10267.361574 10228.559204 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 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459885 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459884 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459882 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459879 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459878 RF_ok 100.00% 100.00% 100.00% 0.00% - - 333.510317 333.798611 inf inf 9081.828415 9080.723421 32693.269897 32679.861772 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 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.703873 0.916466 2.318775 -1.342831 -0.036587 -0.612753 -0.022039 2.703873 -0.325157

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 5.699770 0.865662 2.105039 -1.336728 0.001374 -0.617342 -0.165212 5.699770 -0.542754

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 3.665794 0.703324 1.967678 -1.189450 -0.164554 0.467349 -0.514592 3.665794 -0.508895

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.325333 1.082624 2.240130 -1.240059 0.311395 -0.665382 0.282977 2.325333 0.070827

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.794425 0.868881 2.255865 -1.223219 0.169237 -0.336788 0.038978 2.794425 -0.112100

Antenna 211: 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
211 N20 RF_ok nn Shape 2.593641 2.593641 0.788560 0.297498 -0.913152 0.268033 -0.982850 -0.804130 1.179558

Antenna 211: 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
211 N20 RF_ok nn Shape 2.329127 0.624868 2.329127 -0.897358 0.214119 0.312974 -0.089853 1.736733 -1.027514

Antenna 211: 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
211 N20 RF_ok ee Shape 1.510597 1.510597 1.046928 -0.940450 0.270257 -0.716411 -0.118336 -1.358435 -0.684546

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.912435 0.989865 1.297600 -1.012688 0.548072 0.603322 0.212774 2.912435 -0.227198

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.364149 1.596544 1.147589 0.386144 -0.998892 0.144385 -0.319195 -0.474278 2.364149

Antenna 211: 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
211 N20 RF_ok nn Shape 1.430100 1.430100 0.924364 0.222652 -1.102248 -0.473638 -0.728156 -0.433413 0.735902

Antenna 211: 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
211 N20 RF_ok ee Shape 1.351576 1.201860 1.351576 0.143463 -1.633456 -0.311217 0.991691 -0.520598 -1.245381

Antenna 211: 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
211 N20 RF_ok ee Shape 1.375742 -0.166090 1.375742 0.187646 -1.230416 -0.884998 -1.392006 -0.659841 -1.214100

Antenna 211: 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
211 N20 RF_ok ee Shape 0.984591 -1.156537 0.984591 0.246322 -1.192160 -0.955983 -1.162117 -0.460514 -0.647442

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 1.913185 0.578286 -1.517514 -1.696746 -0.172967 -0.952129 -0.839054 1.913185 0.937226

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 1.395522 -1.075587 1.206362 0.199972 -1.204500 -0.959922 -0.846990 0.476067 1.395522

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 1.255052 -0.679158 1.209300 0.355045 -1.084037 -0.604988 -0.920001 -0.003840 1.255052

Antenna 211: 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
211 N20 RF_ok ee Shape 1.066496 0.045077 1.066496 0.424384 -0.791638 -0.685571 0.377594 -0.632203 -0.956033

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 3.293322 0.903181 -0.889323 -0.928106 0.332222 -0.557746 -0.779459 3.293322 0.925714

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 3.988808 -0.748030 0.914867 0.513392 -0.590810 -0.528608 -0.956503 0.109010 3.988808

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.600149 -0.794611 0.834043 0.410515 -0.838089 -0.261262 -0.533838 -0.111943 2.600149

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 3.462867 -0.597085 0.804497 0.476775 -0.622173 -0.354816 -0.401425 -0.667340 3.462867

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 10.999303 -0.478358 0.430542 0.144096 -1.016179 -0.641791 -0.638134 -0.559873 10.999303

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.911481 -0.117774 0.543809 0.331224 -0.846027 -0.345628 -0.165399 -0.797905 2.911481

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 0.911326 0.549204 -0.794758 -1.262030 -0.012340 0.062867 -0.578825 0.911326 -1.098512

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 0.588739 0.383354 -0.847568 -1.490066 -0.134514 0.252985 -0.893404 0.588739 -0.943627

Antenna 211: 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
211 N20 RF_ok ee Shape 0.627866 -0.995059 0.627866 -0.288819 -1.284482 -0.961897 -1.186797 -1.045516 -0.872397

Antenna 211: 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
211 N20 RF_ok ee Shape 0.577492 -1.080715 0.577492 -0.311988 -1.086436 -1.145086 -0.839582 -0.092461 0.341449

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 6.087591 -0.932708 0.565893 -0.496998 -1.292839 -1.151870 -0.700201 -0.540364 6.087591

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.060139 0.304776 -1.041737 -1.196890 -0.370718 -0.816298 -1.258781 2.060139 -0.607873

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 1.629468 -0.885477 -0.217632 -0.218903 -1.028393 -1.099605 -0.398082 -0.636207 1.629468

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 1.210571 -1.038215 0.358376 -0.220625 -1.207778 -1.104863 -1.046276 -0.876718 1.210571

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 0.778372 -0.831159 0.686762 -0.302143 -1.053721 -0.834425 -0.707200 -0.318835 0.778372

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 0.995473 -1.142144 0.292404 -0.584245 -1.296602 -1.171276 -0.970838 -0.634478 0.995473

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 0.970512 -1.090723 0.259829 -0.354184 -1.143128 -1.242537 -0.868869 -1.130580 0.970512

Antenna 211: 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
211 N20 RF_ok ee Temporal Discontinuties 2.584126 -0.737730 0.389144 -0.213181 -1.152848 -1.141758 -1.143146 -0.669876 2.584126

Antenna 211: 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
211 N20 RF_ok ee Shape 0.719655 0.719655 -0.939819 -1.431158 -0.337890 -0.731396 -0.921569 -0.568190 -1.725837

Antenna 211: 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
211 N20 RF_ok ee Shape 1.180905 1.180905 -0.542607 -1.618482 0.009842 -0.847907 -1.081277 -1.599945 -1.726878

Antenna 211: 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
211 N20 RF_ok nn Shape 12.848455 12.848455 12.205723 -0.242823 -0.796229 1.028652 1.564908 -0.458183 2.535230

Antenna 211: 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
211 N20 RF_ok nn Shape 19.433592 18.976508 19.433592 -0.457274 0.228496 -0.665194 -0.870174 1.784080 -0.625898

Antenna 211: 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
211 N20 RF_ok nn Shape 15.653404 15.653404 15.322180 0.318815 -0.483337 -1.008424 -0.878335 -1.091896 0.808599

Antenna 211: 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
211 N20 RF_ok nn Shape 18.235682 18.235682 17.825847 0.173148 -0.312458 -1.106781 1.290537 -1.718369 -0.465782

Antenna 211: 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
211 N20 RF_ok nn Shape 16.885605 16.451161 16.885605 -0.610883 0.278266 -0.076388 -0.570412 0.729271 -1.118119

Antenna 211: 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
211 N20 RF_ok nn Shape 15.087861 14.795322 15.087861 -0.357120 0.136075 -0.397838 -0.822082 -0.118340 -1.141371

Antenna 211: 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
211 N20 RF_ok ee Temporal Variability 1.019677 -0.514494 0.929455 0.089638 -1.536226 -0.081931 1.019677 -0.505468 -1.179619

Antenna 211: 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
211 N20 RF_ok nn Shape 4.100803 4.100803 0.686061 3.354643 2.102058 3.732216 0.584099 -2.261719 2.053653

Antenna 211: 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
211 N20 RF_ok nn Shape 4.847053 4.847053 2.378819 2.327003 1.722555 0.278730 2.740570 -1.808490 -1.376425

Antenna 211: 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
211 N20 RF_ok nn Shape 1.804461 1.804461 -0.405924 1.360831 0.528256 -0.050844 -0.553064 -0.213477 -0.757083

Antenna 211: 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
211 N20 RF_ok nn Power 2.658841 1.461256 1.988057 1.549992 2.658841 1.633371 1.501137 0.077313 0.417467

Antenna 211: 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
211 N20 RF_ok nn Shape 3.730833 0.669372 3.730833 1.648746 2.772091 0.730918 2.603782 0.009084 -0.997208

Antenna 211: 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
211 N20 RF_ok nn Shape 3.601642 3.601642 0.468716 2.740672 1.816411 1.797477 -0.072513 0.266360 0.018438

Antenna 211: 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
211 N20 RF_ok nn Power inf 240.145324 239.882265 inf inf 4738.914464 4715.192446 4951.686593 4869.097572

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Power inf 214.472595 214.549801 inf inf 3631.445828 3626.714163 9572.157019 9512.170018

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Power inf 229.694550 229.516748 inf inf 4421.815481 4428.246825 4590.222350 4592.433497

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Power inf 226.652695 226.821566 inf inf 3668.637809 3699.881939 5886.106132 5970.229387

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Power inf 247.428766 247.595074 inf inf 10060.150786 10062.931609 9361.397647 9227.955681

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Power inf 266.695898 266.595288 inf inf 5878.016023 5863.336356 896.078736 890.980008

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Power inf 230.157367 230.283854 inf inf 6340.640165 6318.878743 6739.320332 6627.347725

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Power inf 204.854544 196.085848 inf inf 6311.139740 6599.435460 10267.361574 10228.559204

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 211: 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
211 N20 RF_ok nn Power inf 333.798611 333.510317 inf inf 9080.723421 9081.828415 32679.861772 32693.269897
In [ ]: