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 = "261"
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 261 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 261, 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% - - 1.530708 1.558539 0.599214 -0.538984 -0.625900 -1.200367 -0.456824 1.541918 0.5827 0.5872 0.3909 nan nan
2459974 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.477269 1.475485 0.709135 -0.476096 -0.301020 -1.241251 -0.499857 0.047202 0.5889 0.5922 0.3900 nan nan
2459973 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.552773 1.405003 0.714568 -0.600924 -0.429583 -1.094519 -0.544119 0.821879 0.5953 0.5982 0.3895 nan nan
2459972 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.353176 1.519909 0.810218 -0.204380 -0.594839 -1.015878 -0.761474 1.784186 0.5817 0.5850 0.3881 nan nan
2459971 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.291967 1.433232 0.725284 -0.316253 -0.722154 -0.911993 -0.680152 -0.247772 0.5849 0.5896 0.3874 nan nan
2459970 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.651030 1.669260 0.978755 -0.241228 -0.789130 -0.862859 -0.312310 0.507011 0.5890 0.5922 0.3890 nan nan
2459969 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.752116 1.615809 0.936608 -0.214381 -0.667418 -1.027696 -1.171518 0.364430 0.5976 0.6012 0.3920 nan nan
2459968 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.900136 3.017325 1.249898 -0.157027 -0.313387 -1.069704 0.513472 -0.542369 0.7341 0.7278 0.2534 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.427435 1.351030 1.070563 -0.240269 -0.753611 2.891897 -0.444347 8.129646 0.5960 0.5983 0.3801 nan nan
2459966 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.582222 1.620650 1.056931 -0.588709 -0.668459 -0.790092 -0.237980 12.038232 0.5916 0.5936 0.3806 nan nan
2459965 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.352727 1.371054 0.873056 -0.472438 -0.506713 -0.831134 -0.257700 5.215275 0.6012 0.6044 0.3709 nan nan
2459964 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.852877 1.460939 0.845227 -0.339863 -0.164120 -0.013172 -0.243056 0.265362 0.6642 0.6635 0.3215 nan nan
2459963 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.768197 0.974719 0.755278 -0.333286 -0.141790 -1.119523 0.183823 -0.474244 0.6827 0.6734 0.2618 nan nan
2459962 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.790875 1.412333 0.530767 -0.417010 -0.435661 -1.361812 0.254236 -0.776723 0.6425 0.6479 0.3435 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.866850 2.607564 0.910116 -0.295234 0.245898 -0.418546 0.280624 -0.166626 0.7452 0.7305 0.2316 nan nan
2459960 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.101507 1.403259 0.856760 -0.272172 0.128440 -0.763591 -0.625396 1.662033 0.6146 0.6125 0.3344 nan nan
2459959 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459958 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.131062 1.412620 0.762517 -0.325537 -0.098830 -1.148610 -0.564889 3.240517 0.5998 0.6020 0.3804 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.290595 1.504542 0.925662 -0.168350 -0.039657 -0.850582 0.003280 4.334160 0.5968 0.6043 0.3882 nan nan
2459956 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.133204 2.238766 1.078312 -0.077912 -0.570835 -0.552223 0.941121 0.949048 0.6448 0.6400 0.3237 nan nan
2459955 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.034522 1.189690 0.824607 -0.194384 -0.391755 -0.674964 -0.215608 14.041290 0.5933 0.6022 0.3883 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.523273 1.548562 1.191534 0.052650 -0.424227 -0.819880 -0.483654 15.418897 0.5943 0.6037 0.3970 nan nan
2459953 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.431051 1.419247 1.069900 -0.109357 -0.247641 -0.756559 -0.363315 9.804007 0.6002 0.6098 0.3912 nan nan
2459952 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.715528 1.616777 1.302418 -0.013325 -0.328269 -0.521312 -0.212227 13.207995 0.6059 0.6139 0.3977 nan nan
2459951 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.417898 1.259108 0.891271 -0.289692 -0.494374 -0.889946 -1.250532 1.296938 0.6151 0.6252 0.3968 nan nan
2459950 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.074911 1.769882 1.078323 -0.104404 0.003907 -0.673398 -0.622019 0.900866 0.6145 0.6233 0.4040 nan nan
2459949 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.625105 1.334181 0.785177 -0.475244 -0.286375 -0.982469 -0.693265 1.171284 0.6034 0.6100 0.4014 nan nan
2459948 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.447822 1.265962 0.976664 -0.685551 -0.441535 -0.913433 -0.088370 0.009482 0.6278 0.6402 0.3810 nan nan
2459947 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.254811 1.130614 0.373824 -0.712519 -0.644312 -1.388537 1.191097 -0.567509 0.6437 0.6368 0.3705 nan nan
2459946 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.233882 1.136136 0.578239 -0.797597 -0.578406 -0.958201 0.905190 4.854168 0.6089 0.6173 0.3953 nan nan
2459945 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.336401 1.149753 0.291503 -0.912853 -0.794862 -0.878053 -0.338774 3.217436 0.6173 0.6230 0.3968 nan nan
2459944 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.213492 1.066199 0.387963 -0.795699 -0.481985 -0.998576 3.267785 2.612909 0.6192 0.6267 0.3945 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.401788 0.912607 0.585956 -0.605162 -0.634828 -1.040565 -0.847446 -0.079840 0.6222 0.6338 0.4017 nan nan
2459942 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.598407 1.239942 0.538181 -0.646817 -0.531770 -1.118558 -0.864482 0.000767 0.6290 0.6297 0.3858 nan nan
2459941 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.439947 1.353028 0.572147 -0.723631 -0.620000 -0.906047 -0.713395 0.869745 0.6068 0.6150 0.4096 nan nan
2459940 RF_ok 100.00% 100.00% 100.00% 0.00% - - 245.107680 245.176548 inf inf 4605.809816 4652.490798 10433.451817 10619.387884 nan nan nan nan nan
2459939 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.224065 0.857378 0.446384 -0.739063 -0.688940 -1.152364 -0.684849 -0.139036 0.6211 0.6276 0.4052 nan nan
2459938 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.441008 1.109243 0.602001 -0.616100 -0.790890 -1.296290 -0.965685 0.044558 0.6224 0.6311 0.4011 nan nan
2459937 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.270960 1.151852 0.360435 -0.802870 -0.670327 -1.133098 -1.007642 -0.890556 0.6410 0.6505 0.3693 nan nan
2459936 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.930948 1.181100 0.444766 -0.599339 -0.706858 -0.781415 -0.535278 -1.047764 0.7811 0.7778 0.2001 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 13.565414 13.328847 0.577820 -0.554202 1.474903 1.381062 0.687457 8.313205 0.5417 0.5352 0.3536 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 20.211161 19.844246 0.860300 -0.069878 -0.164214 -0.845398 -0.339082 1.236106 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.254223 16.019097 0.939169 0.001830 -0.152762 -0.941958 -0.476760 0.452477 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.993944 18.410849 0.926428 -0.107563 -0.328817 -0.632166 0.146908 0.610667 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.454329 17.278464 0.865383 -0.086331 -0.283149 0.147958 0.270856 -0.061953 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.709683 15.419629 0.882681 -0.155489 -0.369410 -0.627314 -0.059470 -0.323089 nan nan nan nan nan
2459929 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.092304 1.746988 0.017108 -0.928516 0.351732 0.548888 -0.363933 -0.823627 0.7155 0.7114 0.2007 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.024572 4.162750 3.777739 2.875382 3.480733 2.252902 -1.808726 3.927600 0.6173 0.6309 0.3996 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.152020 5.104098 2.886170 2.156369 1.836114 -0.104534 -1.620286 -1.688849 0.5504 0.5625 0.3464 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.051137 2.070660 1.654230 1.152057 -0.039272 -0.238247 -0.039899 -0.305170 0.7518 0.7633 0.2274 nan nan
2459925 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.158265 2.532714 3.071190 2.428906 1.617177 1.051383 1.450320 0.252391 0.7358 0.7295 0.2483 nan nan
2459924 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.445006 3.987230 3.041293 2.542599 3.183091 2.145214 0.223235 -0.454568 0.6310 0.6453 0.3898 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.703979 4.052918 3.343816 2.488635 2.423692 1.240039 1.040339 0.237138 0.6794 0.6921 0.3597 nan nan
2459922 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459919 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
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% - - 218.442127 218.285836 inf inf 4667.829874 4902.744090 4920.130532 5473.760567 nan nan nan nan nan
2459910 RF_ok 100.00% 100.00% 100.00% 0.00% - - 240.696541 240.712407 inf inf 6034.351048 6033.107868 4542.888441 4516.729973 nan nan nan nan nan
2459909 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 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% - - 246.729290 246.796987 inf inf 10050.291539 10049.747018 9860.469581 9860.219849 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% - - 241.853137 241.887171 inf inf 6859.234279 6858.288328 13756.523833 13755.225828 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% - - nan nan inf inf nan nan nan nan 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% - - 253.319239 253.011744 inf inf 6450.212713 6557.810452 7044.263333 7397.994562 nan nan nan nan nan
2459890 RF_ok 100.00% 100.00% 100.00% 0.00% - - 241.112954 241.073881 inf inf 5265.116361 5321.360706 4758.874735 4890.100823 nan nan nan nan nan
2459889 RF_ok 100.00% 100.00% 100.00% 0.00% - - 275.516560 274.306176 inf inf 8798.340856 8242.192974 14113.602919 12679.680871 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% - - 317.651417 317.616998 inf inf 6720.143057 6719.912860 16728.768832 16760.504486 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% - - 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 261: 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
261 N20 RF_ok nn Shape 1.558539 1.530708 1.558539 0.599214 -0.538984 -0.625900 -1.200367 -0.456824 1.541918

Antenna 261: 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
261 N20 RF_ok ee Shape 1.477269 1.477269 1.475485 0.709135 -0.476096 -0.301020 -1.241251 -0.499857 0.047202

Antenna 261: 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
261 N20 RF_ok ee Shape 1.552773 1.552773 1.405003 0.714568 -0.600924 -0.429583 -1.094519 -0.544119 0.821879

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 1.784186 1.353176 1.519909 0.810218 -0.204380 -0.594839 -1.015878 -0.761474 1.784186

Antenna 261: 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
261 N20 RF_ok nn Shape 1.433232 1.291967 1.433232 0.725284 -0.316253 -0.722154 -0.911993 -0.680152 -0.247772

Antenna 261: 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
261 N20 RF_ok nn Shape 1.669260 1.669260 1.651030 -0.241228 0.978755 -0.862859 -0.789130 0.507011 -0.312310

Antenna 261: 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
261 N20 RF_ok ee Shape 1.752116 1.752116 1.615809 0.936608 -0.214381 -0.667418 -1.027696 -1.171518 0.364430

Antenna 261: 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
261 N20 RF_ok nn Shape 3.017325 2.900136 3.017325 1.249898 -0.157027 -0.313387 -1.069704 0.513472 -0.542369

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 8.129646 1.427435 1.351030 1.070563 -0.240269 -0.753611 2.891897 -0.444347 8.129646

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 12.038232 1.620650 1.582222 -0.588709 1.056931 -0.790092 -0.668459 12.038232 -0.237980

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 5.215275 1.371054 1.352727 -0.472438 0.873056 -0.831134 -0.506713 5.215275 -0.257700

Antenna 261: 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
261 N20 RF_ok nn Shape 1.412333 1.412333 0.790875 -0.417010 0.530767 -1.361812 -0.435661 -0.776723 0.254236

Antenna 261: 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
261 N20 RF_ok nn Shape 2.607564 2.607564 1.866850 -0.295234 0.910116 -0.418546 0.245898 -0.166626 0.280624

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 1.662033 1.403259 1.101507 -0.272172 0.856760 -0.763591 0.128440 1.662033 -0.625396

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 3.240517 1.412620 1.131062 -0.325537 0.762517 -1.148610 -0.098830 3.240517 -0.564889

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 4.334160 1.504542 1.290595 -0.168350 0.925662 -0.850582 -0.039657 4.334160 0.003280

Antenna 261: 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
261 N20 RF_ok nn Shape 2.238766 2.238766 2.133204 -0.077912 1.078312 -0.552223 -0.570835 0.949048 0.941121

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 14.041290 1.034522 1.189690 0.824607 -0.194384 -0.391755 -0.674964 -0.215608 14.041290

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 15.418897 1.548562 1.523273 0.052650 1.191534 -0.819880 -0.424227 15.418897 -0.483654

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 9.804007 1.419247 1.431051 -0.109357 1.069900 -0.756559 -0.247641 9.804007 -0.363315

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 13.207995 1.616777 1.715528 -0.013325 1.302418 -0.521312 -0.328269 13.207995 -0.212227

Antenna 261: 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
261 N20 RF_ok ee Shape 1.417898 1.259108 1.417898 -0.289692 0.891271 -0.889946 -0.494374 1.296938 -1.250532

Antenna 261: 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
261 N20 RF_ok ee Shape 2.074911 1.769882 2.074911 -0.104404 1.078323 -0.673398 0.003907 0.900866 -0.622019

Antenna 261: 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
261 N20 RF_ok ee Shape 1.625105 1.625105 1.334181 0.785177 -0.475244 -0.286375 -0.982469 -0.693265 1.171284

Antenna 261: 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
261 N20 RF_ok ee Shape 1.447822 1.447822 1.265962 0.976664 -0.685551 -0.441535 -0.913433 -0.088370 0.009482

Antenna 261: 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
261 N20 RF_ok ee Shape 1.254811 1.130614 1.254811 -0.712519 0.373824 -1.388537 -0.644312 -0.567509 1.191097

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 4.854168 1.136136 1.233882 -0.797597 0.578239 -0.958201 -0.578406 4.854168 0.905190

Antenna 261: 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
261 N20 RF_ok nn Temporal Discontinuties 3.217436 1.149753 1.336401 -0.912853 0.291503 -0.878053 -0.794862 3.217436 -0.338774

Antenna 261: 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
261 N20 RF_ok ee Temporal Discontinuties 3.267785 1.213492 1.066199 0.387963 -0.795699 -0.481985 -0.998576 3.267785 2.612909

Antenna 261: 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
261 N20 RF_ok ee Shape 1.401788 0.912607 1.401788 -0.605162 0.585956 -1.040565 -0.634828 -0.079840 -0.847446

Antenna 261: 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
261 N20 RF_ok ee Shape 1.598407 1.239942 1.598407 -0.646817 0.538181 -1.118558 -0.531770 0.000767 -0.864482

Antenna 261: 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
261 N20 RF_ok ee Shape 1.439947 1.353028 1.439947 -0.723631 0.572147 -0.906047 -0.620000 0.869745 -0.713395

Antenna 261: 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
261 N20 RF_ok nn Power inf 245.176548 245.107680 inf inf 4652.490798 4605.809816 10619.387884 10433.451817

Antenna 261: 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
261 N20 RF_ok ee Shape 1.224065 0.857378 1.224065 -0.739063 0.446384 -1.152364 -0.688940 -0.139036 -0.684849

Antenna 261: 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
261 N20 RF_ok ee Shape 1.441008 1.109243 1.441008 -0.616100 0.602001 -1.296290 -0.790890 0.044558 -0.965685

Antenna 261: 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
261 N20 RF_ok ee Shape 1.270960 1.270960 1.151852 0.360435 -0.802870 -0.670327 -1.133098 -1.007642 -0.890556

Antenna 261: 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
261 N20 RF_ok nn Shape 1.181100 0.930948 1.181100 0.444766 -0.599339 -0.706858 -0.781415 -0.535278 -1.047764

Antenna 261: 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
261 N20 RF_ok ee Shape 13.565414 13.328847 13.565414 -0.554202 0.577820 1.381062 1.474903 8.313205 0.687457

Antenna 261: 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
261 N20 RF_ok ee Shape 20.211161 20.211161 19.844246 0.860300 -0.069878 -0.164214 -0.845398 -0.339082 1.236106

Antenna 261: 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
261 N20 RF_ok ee Shape 16.254223 16.019097 16.254223 0.001830 0.939169 -0.941958 -0.152762 0.452477 -0.476760

Antenna 261: 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
261 N20 RF_ok ee Shape 18.993944 18.410849 18.993944 -0.107563 0.926428 -0.632166 -0.328817 0.610667 0.146908

Antenna 261: 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
261 N20 RF_ok ee Shape 17.454329 17.454329 17.278464 0.865383 -0.086331 -0.283149 0.147958 0.270856 -0.061953

Antenna 261: 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
261 N20 RF_ok ee Shape 15.709683 15.709683 15.419629 0.882681 -0.155489 -0.369410 -0.627314 -0.059470 -0.323089

Antenna 261: 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
261 N20 RF_ok ee Shape 2.092304 1.746988 2.092304 -0.928516 0.017108 0.548888 0.351732 -0.823627 -0.363933

Antenna 261: 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
261 N20 RF_ok ee Shape 5.024572 4.162750 5.024572 2.875382 3.777739 2.252902 3.480733 3.927600 -1.808726

Antenna 261: 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
261 N20 RF_ok ee Shape 6.152020 5.104098 6.152020 2.156369 2.886170 -0.104534 1.836114 -1.688849 -1.620286

Antenna 261: 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
261 N20 RF_ok nn Shape 2.070660 2.070660 2.051137 1.152057 1.654230 -0.238247 -0.039272 -0.305170 -0.039899

Antenna 261: 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
261 N20 RF_ok ee Shape 4.158265 4.158265 2.532714 3.071190 2.428906 1.617177 1.051383 1.450320 0.252391

Antenna 261: 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
261 N20 RF_ok ee Shape 4.445006 4.445006 3.987230 3.041293 2.542599 3.183091 2.145214 0.223235 -0.454568

Antenna 261: 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
261 N20 RF_ok ee Shape 4.703979 4.052918 4.703979 2.488635 3.343816 1.240039 2.423692 0.237138 1.040339

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Power inf 218.285836 218.442127 inf inf 4902.744090 4667.829874 5473.760567 4920.130532

Antenna 261: 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
261 N20 RF_ok nn Power inf 240.712407 240.696541 inf inf 6033.107868 6034.351048 4516.729973 4542.888441

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Power inf 246.796987 246.729290 inf inf 10049.747018 10050.291539 9860.219849 9860.469581

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Power inf 241.887171 241.853137 inf inf 6858.288328 6859.234279 13755.225828 13756.523833

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Power inf 253.319239 253.011744 inf inf 6450.212713 6557.810452 7044.263333 7397.994562

Antenna 261: 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
261 N20 RF_ok nn Power inf 241.073881 241.112954 inf inf 5321.360706 5265.116361 4890.100823 4758.874735

Antenna 261: 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
261 N20 RF_ok ee Power inf 275.516560 274.306176 inf inf 8798.340856 8242.192974 14113.602919 12679.680871

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Power inf 317.616998 317.651417 inf inf 6719.912860 6720.143057 16760.504486 16728.768832

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 261: 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
261 N20 RF_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: