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 = "202"
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 202 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 202, Node N18:

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 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.641814 3.461198 1.551077 -1.335993 1.268198 -0.493480 -0.740741 20.152231 0.6255 0.6108 0.3799 nan nan
2459974 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.604542 2.799894 1.618782 -1.455276 1.179337 0.184014 -1.566192 29.764137 0.6304 0.6166 0.3785 nan nan
2459973 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.762179 2.624612 1.602230 -1.303522 0.774889 0.234876 -1.141290 18.202328 0.6371 0.6229 0.3784 nan nan
2459972 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.660221 3.325596 1.901542 -1.378673 1.187200 -0.567679 -0.533260 16.683450 0.6229 0.6046 0.3797 nan nan
2459971 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.613629 3.268717 1.732693 -1.257674 1.284206 0.071780 -0.332826 24.243236 0.6271 0.6098 0.3797 nan nan
2459970 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.670296 3.266126 1.968063 -1.256714 0.887728 0.279348 -0.836318 21.093773 0.6325 0.6144 0.3806 nan nan
2459969 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.724805 3.038138 1.732052 -1.273049 1.495646 0.146230 -0.425999 29.275066 0.6394 0.6256 0.3795 nan nan
2459968 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.140392 0.190028 2.088218 -1.056441 1.480287 -0.149185 1.553595 1.291108 0.7400 0.7314 0.2598 nan nan
2459967 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.646678 2.654577 2.170886 -1.459803 1.594131 -0.466520 -0.870248 16.610805 0.6368 0.6199 0.3730 nan nan
2459966 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.834208 3.153871 2.165339 -1.426758 1.844340 -0.540597 -0.284632 23.823459 0.6356 0.6170 0.3750 nan nan
2459965 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.688381 2.724930 1.858745 -1.225991 1.088166 -0.149154 -0.637927 18.239236 0.6422 0.6251 0.3621 nan nan
2459964 digital_ok 100.00% 98.43% 98.65% 0.00% - - nan nan inf inf nan nan nan nan 0.3478 0.3399 0.2443 nan nan
2459963 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.338310 1.042318 1.687833 -1.355737 0.443240 -1.234892 0.615242 -0.180137 0.7166 0.7024 0.2477 nan nan
2459962 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.195225 1.731967 1.785734 -1.451618 0.672348 -0.780917 0.393116 0.578708 0.6804 0.6686 0.3282 nan nan
2459961 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.296486 1.157171 1.879173 -1.030215 0.817025 -1.238978 1.147573 0.208682 0.7527 0.7328 0.2340 nan nan
2459960 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.279268 1.913795 2.020954 -1.182199 0.901365 -0.731270 -0.093552 7.479295 0.6552 0.6315 0.3312 nan nan
2459959 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459958 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.376117 2.091455 1.976236 -1.252901 0.626419 -0.107607 -0.477583 13.896287 0.6365 0.6127 0.3827 nan nan
2459957 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.545506 2.120391 2.060726 -1.440616 1.119892 -0.615445 -0.325140 22.911974 0.6380 0.6219 0.3806 nan nan
2459956 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.110869 1.812021 2.093013 -1.056982 1.418010 -0.457293 1.347717 5.072790 0.6812 0.6602 0.3148 nan nan
2459955 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.414715 1.683107 1.923239 -1.284733 0.666974 0.212827 -0.303267 20.505807 0.6364 0.6205 0.3818 nan nan
2459954 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.747438 2.007404 2.178720 -1.166626 0.988358 -0.000777 -1.094952 31.172500 0.6352 0.6220 0.3870 nan nan
2459953 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.613560 1.922981 2.131374 -1.285538 0.917288 0.793456 -0.215977 20.224490 0.6397 0.6275 0.3814 nan nan
2459952 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.605387 1.685075 2.201206 -1.184970 0.692040 0.397333 -1.659172 36.370279 0.6456 0.6340 0.3837 nan nan
2459951 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.266711 0.856154 1.625675 -1.468200 1.054813 0.792195 -2.108811 48.485638 0.6475 0.6440 0.3873 nan nan
2459950 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.693378 0.681157 1.792918 -1.421864 1.582721 -0.249481 -1.489297 12.846637 0.6509 0.6472 0.3909 nan nan
2459949 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.606337 1.174994 1.660988 -1.532086 1.173971 0.863832 -1.291150 27.247500 0.6413 0.6320 0.3898 nan nan
2459948 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.418873 0.576207 2.042754 -1.749287 0.858764 0.891347 -0.843777 18.520302 0.6648 0.6682 0.3688 nan nan
2459947 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.091593 0.786040 1.174218 -1.532144 -0.075680 -0.126756 -0.326827 11.742071 0.6763 0.6603 0.3580 nan nan
2459946 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.193723 1.083922 1.528808 -1.675636 0.624084 0.606513 -1.396437 37.384751 0.6512 0.6422 0.3831 nan nan
2459945 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.339722 0.689858 1.135008 -1.697364 0.842774 0.482631 -1.679015 28.572908 0.6575 0.6485 0.3842 nan nan
2459944 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.153764 0.483223 1.264055 -1.638030 0.539392 1.121697 -1.353407 17.899741 0.6613 0.6535 0.3821 nan nan
2459943 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.241130 -0.130673 1.302433 -1.274405 0.784557 1.113672 -1.334117 13.566245 0.6608 0.6610 0.3883 nan nan
2459942 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.586323 0.653287 1.399018 -1.447269 1.039000 0.761518 -0.760331 22.250938 0.6629 0.6516 0.3763 nan nan
2459941 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.587363 1.590900 1.463604 -1.565941 0.662394 0.417449 -0.992773 24.548487 0.6467 0.6384 0.3967 nan nan
2459940 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.018475 0.907946 1.107784 -1.702891 0.075003 1.673416 -1.327484 36.036962 0.6559 0.6464 0.3948 nan nan
2459939 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.031618 0.588470 1.134534 -1.454646 0.269795 1.019923 -1.244954 27.702552 0.6552 0.6476 0.3988 nan nan
2459938 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.538744 0.573857 1.364195 -1.296543 0.194978 0.622102 -1.178756 32.913623 0.6582 0.6561 0.3883 nan nan
2459937 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.552009 1.086566 1.279416 -1.659766 0.683002 0.432965 -0.903675 23.349314 0.6713 0.6711 0.3646 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.070397 1.728866 1.692535 -1.766751 0.169085 -0.094478 0.711261 0.650752 0.7815 0.7761 0.2103 nan nan
2459935 digital_ok 100.00% 87.61% 87.61% 0.00% - - 13.134317 12.206676 1.409443 -1.237922 2.265584 3.396119 -1.178548 38.134244 0.5838 0.5669 0.3442 nan nan
2459934 digital_ok 100.00% 100.00% 100.00% 0.00% - - 19.741321 18.871210 1.690234 -0.687592 1.302029 0.999077 -0.853413 27.746041 nan nan nan nan nan
2459933 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.896628 15.256944 1.846056 -0.665526 1.208208 0.481068 -1.013296 27.350501 nan nan nan nan nan
2459932 digital_ok 100.00% 100.00% 100.00% 0.00% - - 18.553034 17.604074 1.593019 -0.673394 -0.945058 2.760118 -2.245837 54.337508 nan nan nan nan nan
2459931 digital_ok 100.00% 100.00% 100.00% 0.00% - - 17.105994 16.448793 1.720249 -0.692427 0.149501 0.347891 -1.519291 32.345989 nan nan nan nan nan
2459930 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.378510 14.716085 1.623541 -0.673688 0.312367 0.423735 -0.008943 28.595465 nan nan nan nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.128527 -0.409095 0.676085 -1.704018 -0.255016 -1.141724 -0.043903 -0.664034 0.7307 0.7241 0.1880 nan nan
2459928 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.306988 0.499289 1.452494 -1.882427 0.366239 0.375549 -1.069535 23.737221 0.6582 0.6505 0.3815 nan nan
2459927 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.028614 -0.479860 1.064216 -1.407537 -1.100687 5.860335 -1.269774 22.189102 0.5966 0.5952 0.3256 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.261055 0.851903 -0.087944 -1.662583 -1.220705 -1.489091 -0.944509 -0.701908 0.7802 0.7902 0.2150 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.107889 1.485721 -0.152876 -0.064179 -1.774926 -0.571160 -1.260235 -0.894860 0.7640 0.7310 0.2349 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.659066 1.974857 -0.142547 -0.392133 -1.187733 -1.668808 0.263828 -0.374313 0.6702 0.6508 0.3705 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.553906 2.054357 0.176945 -0.005201 -1.286116 -1.553448 -0.577573 -0.404761 0.7071 0.6846 0.3393 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.739025 2.487106 0.723760 -0.219608 -0.683442 -0.645543 1.645604 1.554000 0.6513 0.6165 0.3992 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.565390 1.510911 0.325433 -0.091291 -0.604065 -0.896105 -0.288009 2.721615 0.6497 0.6226 0.4167 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.927987 1.715850 0.743133 -0.141280 -0.848967 -1.308858 -0.430680 2.161647 0.6556 0.6337 0.3819 nan nan
2459918 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.552552 2.015436 0.591211 -0.183289 -0.445602 0.566687 0.621631 1.808808 0.7031 0.6677 0.4492 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.961895 1.502803 0.507738 -0.368570 -0.437053 -0.572052 0.442218 2.353093 0.6641 0.6439 0.3911 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.856107 1.980488 0.816859 -0.365521 -0.675341 0.457650 -0.096147 0.842474 0.7028 0.6729 0.3631 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.995081 2.525909 0.932453 -0.439499 -0.449228 -0.322898 0.337126 -0.500160 0.7185 0.6966 0.3162 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.231907 2.821749 0.820375 -0.260144 -0.493642 -0.227380 1.642426 5.195668 0.6853 0.6350 0.4042 nan nan
2459912 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.823991 2.296446 0.520234 -0.079573 -0.394293 -0.908325 0.765382 5.686078 0.6601 0.6284 0.3996 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.843131 1.950109 0.619282 -0.259412 -0.308870 -0.610652 -0.250596 2.287706 0.6594 0.6329 0.4037 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.857652 1.810238 0.566447 -0.329683 -0.726157 -0.388409 0.121264 1.671381 0.6644 0.6393 0.3998 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.992570 1.856172 0.363449 -0.277367 -0.473294 -0.397864 0.077058 3.634071 0.6604 0.6345 0.3987 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.057735 1.923269 0.440305 -0.216068 -0.556648 -1.001431 -0.108993 3.619239 0.6657 0.6462 0.3960 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.278633 2.188334 0.510750 -0.292616 -0.381318 -0.114226 1.025217 3.885138 0.6603 0.6404 0.3928 nan nan
2459906 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.962232 2.160527 0.998851 -0.415209 -0.708868 -0.193948 -0.187355 5.440774 0.6548 0.6344 0.3957 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.039265 2.167296 0.795341 -0.359842 -0.632743 -0.605076 2.031517 4.794350 0.6439 0.6241 0.3990 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.880490 2.126198 1.132200 -0.347340 -0.740749 -0.705231 -0.142216 5.914346 0.6469 0.6244 0.3899 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.989458 2.051186 0.810725 -0.425486 -0.573265 -0.616669 -0.249290 8.205097 0.6505 0.6296 0.3943 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.320098 2.286473 1.022422 -0.623561 -0.778201 -0.317038 -0.417911 3.728246 0.6568 0.6302 0.3904 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.077689 2.179956 0.513706 -0.365699 -1.007091 0.343188 -0.566591 3.171490 0.6573 0.6309 0.3987 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.893656 1.835525 0.519231 -0.269022 -0.433002 -0.033562 -0.573957 4.452695 0.6094 0.5837 0.3418 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.553584 1.867862 0.600511 -0.436622 -1.253561 -0.693872 0.237475 6.236597 0.6593 0.6317 0.3948 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.722550 1.853372 0.951211 -0.365755 -0.290782 -0.905596 -0.549143 5.938743 0.6566 0.6282 0.4020 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.678627 1.415609 0.786252 -0.512224 -0.735624 -1.906291 -0.698471 3.491800 0.6559 0.6335 0.3974 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.805137 2.083544 1.158314 -0.651777 -0.035440 -0.801625 0.488788 -1.625033 0.7428 0.7089 0.2841 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.634401 2.372299 0.797599 -0.299490 -0.886019 -0.369438 0.348729 4.564998 0.6635 0.6223 0.3936 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.688424 1.878001 0.598692 -0.391832 -1.023023 -1.378248 -0.478975 6.307857 0.6667 0.6364 0.3883 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.618093 2.040587 0.729377 -0.593303 -0.715587 0.149878 -0.036909 5.137993 0.6646 0.6389 0.3889 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.543736 2.042951 1.058298 -0.490605 -1.154942 -0.710330 0.210769 5.600678 0.6651 0.6348 0.3931 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.529023 2.188660 1.082163 -0.633437 -0.999789 -0.008594 0.632565 2.110517 0.6651 0.6272 0.3944 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.701495 2.638759 0.977292 -0.549455 -1.386695 -0.731652 0.379901 6.705218 0.6733 0.6339 0.3930 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.534113 1.827429 1.015928 -0.670776 -0.698943 -1.286807 -0.042739 1.009350 0.6821 0.6531 0.3828 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.559346 1.998515 0.533240 -0.821682 -2.159940 -1.216723 -1.064669 3.224931 0.6727 0.6370 0.3932 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.653331 2.483081 1.079943 -0.603054 -0.530676 -1.943339 -0.205193 -0.736102 0.7511 0.7189 0.3310 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.948237 5.044939 25.382691 2.590964 3.060734 5.457879 8.612877 1.931348 0.7132 0.6777 0.3531 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.440818 1.724953 1.015590 -0.756645 -1.421510 -1.018239 -0.647728 2.571610 0.6791 0.6382 0.3907 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.433567 4.028905 22.553273 2.609670 0.738301 2.906413 0.404387 7.314382 0.6711 0.6411 0.3787 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.148112 7.340719 26.025201 1.778353 1.277629 3.683174 2.671727 3.575451 0.6727 0.6309 0.3879 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.339313 3.887509 29.298138 2.542931 2.874077 6.696105 6.713796 9.182679 0.7181 0.6940 0.3250 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.595438 4.653529 23.478140 2.362027 0.821397 3.034405 1.860698 3.214985 0.6714 0.6406 0.3896 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.296490 1.328064 -1.420521 -0.439292 -1.884859 -1.229173 -0.332487 3.742495 0.6630 0.6416 0.3993 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.670896 4.266276 28.888146 3.539730 2.289396 4.205322 1.460618 8.934627 0.6681 0.6472 0.3932 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.732952 4.631873 19.973902 1.698648 5.437161 8.865618 2.747783 5.645961 0.6893 0.6352 0.3893 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.345839 4.644842 27.694691 2.580522 1.062350 5.991236 1.248544 4.141918 0.6928 0.6596 0.3933 nan nan
2459874 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.026595 6.973323 14.205560 0.804627 2.770252 6.052008 2.258615 6.661194 0.6865 0.6289 0.3881 nan nan
2459873 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.756907 5.678482 19.041945 0.925218 0.436284 3.633705 1.591487 2.808102 0.6869 0.6157 0.3945 nan nan
2459872 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.247662 4.894672 25.535166 2.025448 2.037701 8.455494 4.144539 5.439813 0.6820 0.6162 0.4037 nan nan
2459871 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.719369 3.609739 25.845922 2.424411 2.521464 5.919777 0.710528 1.623286 0.6911 0.6266 0.3954 nan nan
2459870 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.428729 6.193034 19.092110 1.682652 1.442834 5.670721 1.789146 6.999184 0.6985 0.6379 0.3885 nan nan
2459869 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459868 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.181216 6.149819 29.369944 2.153864 -0.025493 4.729124 2.714894 8.242498 0.6874 0.6242 0.4025 nan nan
2459867 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.889680 4.256606 23.773410 1.421314 0.530081 3.845186 2.049053 5.902532 0.6993 0.6312 0.4050 nan nan
2459866 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.275584 4.894793 22.115013 1.340330 1.025273 4.119896 0.139991 1.656152 0.6983 0.6325 0.3988 nan nan
2459865 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.338863 8.300885 28.664946 0.132800 1.612036 8.013256 9.051371 3.926771 0.7112 0.6328 0.3877 nan nan
2459864 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.481912 9.815451 14.596239 -0.938582 0.830598 5.249242 5.822362 8.486719 0.6952 0.5950 0.4347 nan nan
2459863 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.335954 5.315337 1.017735 -0.193064 -0.877454 1.098480 2.817779 3.769252 0.6940 0.5892 0.4234 nan nan
2459862 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.046426 5.668984 17.915201 -0.934200 1.118182 6.153060 0.504463 1.735106 0.6635 0.6016 0.4479 nan nan
2459861 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.094983 3.059064 -0.092152 0.022234 -1.683138 -1.537604 1.398799 3.516335 0.7043 0.5966 0.4400 nan nan
2459860 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.773257 3.212274 13.786352 -0.644779 1.838469 6.269693 0.210562 2.531490 0.7118 0.6094 0.4293 nan nan
2459859 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.157743 2.416901 -0.012670 -0.082706 -1.194650 -2.018342 -0.958792 1.235192 0.7173 0.6199 0.4219 nan nan
2459858 RF_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.289751 2.628952 -0.476425 -0.162071 -1.386151 -1.706619 -0.594020 2.774215 0.7249 0.6173 0.4398 3.188876 2.315565
2459857 RF_ok 0.00% 100.00% 100.00% 0.00% - - 1.602377 3.829345 2.118936 0.994807 -0.702220 -0.972187 -1.468589 0.563497 0.0550 0.0729 0.0319 nan nan
2459856 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.731893 4.554758 12.731844 -0.086617 0.228390 4.075366 -1.110792 2.849848 0.7170 0.6368 0.4169 2.753766 2.113220
2459855 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.244650 5.586998 14.245567 -0.209822 -0.646162 2.163576 -0.596105 1.287259 0.7039 0.6521 0.4419 3.060249 2.223333
2459854 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.978161 5.834352 12.080987 -0.349467 -0.258225 1.104773 0.232669 3.467755 0.7180 0.6671 0.4552 3.253567 2.104910
2459853 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.760386 5.235682 15.713652 -0.463797 0.219037 4.281642 -0.277596 4.053221 0.7428 0.6145 0.4494 3.237151 2.262248
2459852 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.464513 6.503931 15.389183 -0.395203 6.245688 6.932660 10.836789 1.884219 0.8123 0.7741 0.2753 4.900761 3.525049
2459851 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
2459850 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.702104 6.299247 14.752203 -0.361309 1.223387 5.799795 0.773181 6.372439 0.7451 0.6868 0.3705 3.183152 2.198433
2459849 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.172374 5.421484 29.430758 0.556598 0.288192 4.523032 0.150675 3.742782 0.7426 0.6839 0.3737 4.128752 2.628653
2459848 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.379029 4.534911 21.431150 2.450968 1.943494 5.614629 -0.597324 3.359279 0.7227 0.6935 0.3873 3.506185 2.555141
2459847 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.377013 5.083803 20.348885 2.003994 2.766750 4.946734 0.091037 1.933531 0.7277 0.6145 0.4511 5.953536 3.553925
2459841 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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 202: 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
202 N18 digital_ok nn Temporal Discontinuties 20.152231 0.641814 3.461198 1.551077 -1.335993 1.268198 -0.493480 -0.740741 20.152231

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 29.764137 0.604542 2.799894 1.618782 -1.455276 1.179337 0.184014 -1.566192 29.764137

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 18.202328 0.762179 2.624612 1.602230 -1.303522 0.774889 0.234876 -1.141290 18.202328

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 16.683450 0.660221 3.325596 1.901542 -1.378673 1.187200 -0.567679 -0.533260 16.683450

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 24.243236 0.613629 3.268717 1.732693 -1.257674 1.284206 0.071780 -0.332826 24.243236

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 21.093773 3.266126 0.670296 -1.256714 1.968063 0.279348 0.887728 21.093773 -0.836318

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 29.275066 0.724805 3.038138 1.732052 -1.273049 1.495646 0.146230 -0.425999 29.275066

Antenna 202: 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
202 N18 digital_ok ee Power 2.088218 -0.140392 0.190028 2.088218 -1.056441 1.480287 -0.149185 1.553595 1.291108

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 16.610805 0.646678 2.654577 2.170886 -1.459803 1.594131 -0.466520 -0.870248 16.610805

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 23.823459 3.153871 0.834208 -1.426758 2.165339 -0.540597 1.844340 23.823459 -0.284632

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 18.239236 2.724930 0.688381 -1.225991 1.858745 -0.149154 1.088166 18.239236 -0.637927

Antenna 202: 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
202 N18 digital_ok ee Power 1.785734 1.731967 -0.195225 -1.451618 1.785734 -0.780917 0.672348 0.578708 0.393116

Antenna 202: 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
202 N18 digital_ok ee Power 1.879173 1.157171 -0.296486 -1.030215 1.879173 -1.238978 0.817025 0.208682 1.147573

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 7.479295 1.913795 0.279268 -1.182199 2.020954 -0.731270 0.901365 7.479295 -0.093552

Antenna 202: 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
202 N18 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 13.896287 2.091455 0.376117 -1.252901 1.976236 -0.107607 0.626419 13.896287 -0.477583

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 22.911974 2.120391 0.545506 -1.440616 2.060726 -0.615445 1.119892 22.911974 -0.325140

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.072790 1.812021 -0.110869 -1.056982 2.093013 -0.457293 1.418010 5.072790 1.347717

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 20.505807 0.414715 1.683107 1.923239 -1.284733 0.666974 0.212827 -0.303267 20.505807

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 31.172500 2.007404 0.747438 -1.166626 2.178720 -0.000777 0.988358 31.172500 -1.094952

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 20.224490 1.922981 0.613560 -1.285538 2.131374 0.793456 0.917288 20.224490 -0.215977

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 36.370279 1.685075 0.605387 -1.184970 2.201206 0.397333 0.692040 36.370279 -1.659172

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 48.485638 0.856154 0.266711 -1.468200 1.625675 0.792195 1.054813 48.485638 -2.108811

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 12.846637 0.681157 0.693378 -1.421864 1.792918 -0.249481 1.582721 12.846637 -1.489297

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 27.247500 0.606337 1.174994 1.660988 -1.532086 1.173971 0.863832 -1.291150 27.247500

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 18.520302 0.418873 0.576207 2.042754 -1.749287 0.858764 0.891347 -0.843777 18.520302

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 11.742071 0.786040 0.091593 -1.532144 1.174218 -0.126756 -0.075680 11.742071 -0.326827

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 37.384751 1.083922 0.193723 -1.675636 1.528808 0.606513 0.624084 37.384751 -1.396437

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 28.572908 0.689858 0.339722 -1.697364 1.135008 0.482631 0.842774 28.572908 -1.679015

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 17.899741 0.153764 0.483223 1.264055 -1.638030 0.539392 1.121697 -1.353407 17.899741

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 13.566245 -0.130673 0.241130 -1.274405 1.302433 1.113672 0.784557 13.566245 -1.334117

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 22.250938 0.653287 0.586323 -1.447269 1.399018 0.761518 1.039000 22.250938 -0.760331

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 24.548487 1.590900 0.587363 -1.565941 1.463604 0.417449 0.662394 24.548487 -0.992773

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 36.036962 0.907946 -0.018475 -1.702891 1.107784 1.673416 0.075003 36.036962 -1.327484

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 27.702552 0.588470 0.031618 -1.454646 1.134534 1.019923 0.269795 27.702552 -1.244954

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 32.913623 0.573857 0.538744 -1.296543 1.364195 0.622102 0.194978 32.913623 -1.178756

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 23.349314 0.552009 1.086566 1.279416 -1.659766 0.683002 0.432965 -0.903675 23.349314

Antenna 202: 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
202 N18 digital_ok nn Shape 1.728866 -0.070397 1.728866 1.692535 -1.766751 0.169085 -0.094478 0.711261 0.650752

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 38.134244 12.206676 13.134317 -1.237922 1.409443 3.396119 2.265584 38.134244 -1.178548

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 27.746041 19.741321 18.871210 1.690234 -0.687592 1.302029 0.999077 -0.853413 27.746041

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 27.350501 15.256944 15.896628 -0.665526 1.846056 0.481068 1.208208 27.350501 -1.013296

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 54.337508 17.604074 18.553034 -0.673394 1.593019 2.760118 -0.945058 54.337508 -2.245837

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 32.345989 17.105994 16.448793 1.720249 -0.692427 0.149501 0.347891 -1.519291 32.345989

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 28.595465 15.378510 14.716085 1.623541 -0.673688 0.312367 0.423735 -0.008943 28.595465

Antenna 202: 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
202 N18 digital_ok ee Power 0.676085 -0.409095 0.128527 -1.704018 0.676085 -1.141724 -0.255016 -0.664034 -0.043903

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 23.737221 0.499289 0.306988 -1.882427 1.452494 0.375549 0.366239 23.737221 -1.069535

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 22.189102 -0.479860 1.028614 -1.407537 1.064216 5.860335 -1.100687 22.189102 -1.269774

Antenna 202: 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
202 N18 digital_ok nn Shape 0.851903 0.851903 -0.261055 -1.662583 -0.087944 -1.489091 -1.220705 -0.701908 -0.944509

Antenna 202: 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
202 N18 digital_ok nn Shape 1.485721 1.107889 1.485721 -0.152876 -0.064179 -1.774926 -0.571160 -1.260235 -0.894860

Antenna 202: 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
202 N18 digital_ok nn Shape 1.974857 0.659066 1.974857 -0.142547 -0.392133 -1.187733 -1.668808 0.263828 -0.374313

Antenna 202: 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
202 N18 digital_ok nn Shape 2.054357 2.054357 0.553906 -0.005201 0.176945 -1.553448 -1.286116 -0.404761 -0.577573

Antenna 202: 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
202 N18 digital_ok nn Shape 2.487106 2.487106 0.739025 -0.219608 0.723760 -0.645543 -0.683442 1.554000 1.645604

Antenna 202: 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
202 N18 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 2.721615 1.510911 0.565390 -0.091291 0.325433 -0.896105 -0.604065 2.721615 -0.288009

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 2.161647 0.927987 1.715850 0.743133 -0.141280 -0.848967 -1.308858 -0.430680 2.161647

Antenna 202: 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
202 N18 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 202: 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
202 N18 digital_ok nn Shape 2.015436 2.015436 0.552552 -0.183289 0.591211 0.566687 -0.445602 1.808808 0.621631

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 2.353093 0.961895 1.502803 0.507738 -0.368570 -0.437053 -0.572052 0.442218 2.353093

Antenna 202: 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
202 N18 digital_ok nn Shape 1.980488 0.856107 1.980488 0.816859 -0.365521 -0.675341 0.457650 -0.096147 0.842474

Antenna 202: 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
202 N18 digital_ok nn Shape 2.525909 0.995081 2.525909 0.932453 -0.439499 -0.449228 -0.322898 0.337126 -0.500160

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.195668 2.821749 1.231907 -0.260144 0.820375 -0.227380 -0.493642 5.195668 1.642426

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.686078 2.296446 0.823991 -0.079573 0.520234 -0.908325 -0.394293 5.686078 0.765382

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 2.287706 1.950109 0.843131 -0.259412 0.619282 -0.610652 -0.308870 2.287706 -0.250596

Antenna 202: 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
202 N18 digital_ok nn Shape 1.810238 1.810238 0.857652 -0.329683 0.566447 -0.388409 -0.726157 1.671381 0.121264

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.634071 1.856172 0.992570 -0.277367 0.363449 -0.397864 -0.473294 3.634071 0.077058

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.619239 1.057735 1.923269 0.440305 -0.216068 -0.556648 -1.001431 -0.108993 3.619239

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.885138 2.188334 1.278633 -0.292616 0.510750 -0.114226 -0.381318 3.885138 1.025217

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.440774 2.160527 0.962232 -0.415209 0.998851 -0.193948 -0.708868 5.440774 -0.187355

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 4.794350 2.167296 1.039265 -0.359842 0.795341 -0.605076 -0.632743 4.794350 2.031517

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.914346 2.126198 0.880490 -0.347340 1.132200 -0.705231 -0.740749 5.914346 -0.142216

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 8.205097 2.051186 0.989458 -0.425486 0.810725 -0.616669 -0.573265 8.205097 -0.249290

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.728246 1.320098 2.286473 1.022422 -0.623561 -0.778201 -0.317038 -0.417911 3.728246

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.171490 1.077689 2.179956 0.513706 -0.365699 -1.007091 0.343188 -0.566591 3.171490

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 4.452695 0.893656 1.835525 0.519231 -0.269022 -0.433002 -0.033562 -0.573957 4.452695

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 6.236597 1.867862 0.553584 -0.436622 0.600511 -0.693872 -1.253561 6.236597 0.237475

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.938743 1.853372 0.722550 -0.365755 0.951211 -0.905596 -0.290782 5.938743 -0.549143

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.491800 1.415609 0.678627 -0.512224 0.786252 -1.906291 -0.735624 3.491800 -0.698471

Antenna 202: 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
202 N18 digital_ok nn Shape 2.083544 0.805137 2.083544 1.158314 -0.651777 -0.035440 -0.801625 0.488788 -1.625033

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 4.564998 2.372299 0.634401 -0.299490 0.797599 -0.369438 -0.886019 4.564998 0.348729

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 6.307857 0.688424 1.878001 0.598692 -0.391832 -1.023023 -1.378248 -0.478975 6.307857

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.137993 2.040587 0.618093 -0.593303 0.729377 0.149878 -0.715587 5.137993 -0.036909

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 5.600678 0.543736 2.042951 1.058298 -0.490605 -1.154942 -0.710330 0.210769 5.600678

Antenna 202: 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
202 N18 digital_ok nn Shape 2.188660 2.188660 0.529023 -0.633437 1.082163 -0.008594 -0.999789 2.110517 0.632565

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 6.705218 0.701495 2.638759 0.977292 -0.549455 -1.386695 -0.731652 0.379901 6.705218

Antenna 202: 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
202 N18 digital_ok nn Shape 1.827429 1.827429 0.534113 -0.670776 1.015928 -1.286807 -0.698943 1.009350 -0.042739

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.224931 1.998515 0.559346 -0.821682 0.533240 -1.216723 -2.159940 3.224931 -1.064669

Antenna 202: 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
202 N18 digital_ok nn Shape 2.483081 0.653331 2.483081 1.079943 -0.603054 -0.530676 -1.943339 -0.205193 -0.736102

Antenna 202: 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
202 N18 digital_ok ee Power 25.382691 5.044939 2.948237 2.590964 25.382691 5.457879 3.060734 1.931348 8.612877

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 2.571610 1.724953 0.440818 -0.756645 1.015590 -1.018239 -1.421510 2.571610 -0.647728

Antenna 202: 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
202 N18 digital_ok ee Power 22.553273 4.028905 2.433567 2.609670 22.553273 2.906413 0.738301 7.314382 0.404387

Antenna 202: 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
202 N18 digital_ok ee Power 26.025201 7.340719 4.148112 1.778353 26.025201 3.683174 1.277629 3.575451 2.671727

Antenna 202: 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
202 N18 digital_ok ee Power 29.298138 3.887509 2.339313 2.542931 29.298138 6.696105 2.874077 9.182679 6.713796

Antenna 202: 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
202 N18 digital_ok ee Power 23.478140 4.653529 2.595438 2.362027 23.478140 3.034405 0.821397 3.214985 1.860698

Antenna 202: 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
202 N18 digital_ok nn Temporal Discontinuties 3.742495 1.328064 -0.296490 -0.439292 -1.420521 -1.229173 -1.884859 3.742495 -0.332487

Antenna 202: 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
202 N18 digital_ok ee Power 28.888146 4.266276 2.670896 3.539730 28.888146 4.205322 2.289396 8.934627 1.460618

Antenna 202: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
202 N18 digital_ok ee Power 19.973902 2.732952 4.631873 19.973902 1.698648 5.437161 8.865618 2.747783 5.645961

Antenna 202: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
202 N18 digital_ok ee Power 27.694691 2.345839 4.644842 27.694691 2.580522 1.062350 5.991236 1.248544 4.141918

Antenna 202: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
202 N18 RF_ok ee Power 14.205560 4.026595 6.973323 14.205560 0.804627 2.770252 6.052008 2.258615 6.661194

Antenna 202: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
202 N18 RF_ok ee Power 19.041945 2.756907 5.678482 19.041945 0.925218 0.436284 3.633705 1.591487 2.808102

Antenna 202: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
202 N18 RF_ok ee Power 25.535166 4.894672 2.247662 2.025448 25.535166 8.455494 2.037701 5.439813 4.144539
In [ ]: