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 = "224"
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 224 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 224, Node N19:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459975 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.576823 6.300064 5.212437 4.726195 8.574686 9.178470 -2.775382 -2.399303 0.5936 0.6126 0.3825 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.822410 6.068775 5.321758 5.041177 8.334987 9.506554 -4.590386 -4.920404 0.5936 0.6110 0.3777 nan nan
2459973 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459972 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.978208 6.286778 5.720269 5.565465 9.368268 11.491767 -3.082191 -3.067504 0.5918 0.6086 0.3801 nan nan
2459971 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.747941 6.025703 5.332502 5.096135 8.965285 10.479202 -3.105822 -3.285637 0.5937 0.6124 0.3798 nan nan
2459970 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.472093 6.760214 5.650674 5.302127 8.292610 9.813106 -3.898025 -3.651923 0.5972 0.6138 0.3799 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.555962 6.878438 5.039093 4.704247 7.544443 9.042526 -3.392688 -3.493572 0.6028 0.6186 0.3802 nan nan
2459968 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.234552 2.027194 5.829579 5.401216 11.554351 13.355290 5.398461 5.254540 0.7077 0.7078 0.2790 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.240675 6.668882 6.192016 6.019596 8.757046 11.246174 -2.639268 -2.837225 0.6048 0.6202 0.3728 nan nan
2459966 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.863925 7.270919 6.037856 5.712874 9.346148 11.255832 -2.699577 -3.296277 0.6032 0.6176 0.3748 nan nan
2459965 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.179911 6.937659 5.419174 5.094638 6.603451 7.454583 -1.638509 -0.682631 0.6102 0.6246 0.3639 nan nan
2459964 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.680282 4.643126 5.971330 5.738242 7.629192 9.132224 4.120338 4.343883 0.6512 0.6607 0.3296 nan nan
2459963 RF_ok 100.00% 100.00% 100.00% 0.00% - - 219.194323 219.092904 inf inf 2832.210074 2779.877727 377.263948 367.110554 nan nan nan nan nan
2459962 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.675964 5.505249 6.306227 6.142595 7.983650 8.379621 2.264708 2.141342 0.6372 0.6550 0.3439 nan nan
2459961 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.520628 3.740300 5.729231 5.309684 10.031264 10.745713 4.994224 5.351420 0.7170 0.7139 0.2552 nan nan
2459960 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.486055 7.027574 5.961221 5.613768 7.914732 8.999142 0.997741 1.174219 0.6144 0.6267 0.3395 nan nan
2459959 RF_ok 100.00% 100.00% 100.00% 0.00% - - 275.934610 275.618566 inf inf 3261.090656 3265.550194 3548.959923 3652.490684 nan nan nan nan nan
2459958 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.869378 7.459909 5.914785 5.590088 7.678378 8.400898 -2.430203 -2.298069 0.6056 0.6210 0.3768 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.600319 6.276558 5.877328 5.606151 9.157560 10.460574 -2.882613 -3.152844 0.6057 0.6248 0.3805 nan nan
2459956 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.213349 4.160554 5.990393 5.577547 8.078192 8.532739 6.212509 5.344809 0.6405 0.6488 0.3310 nan nan
2459955 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.467689 6.156983 5.507262 5.278033 8.152126 9.232410 -3.412369 -3.268480 0.6030 0.6245 0.3817 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.633039 7.280025 5.676719 5.328901 8.113617 9.392357 -4.699802 -4.398013 0.6016 0.6227 0.3889 nan nan
2459953 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.292973 6.956864 5.898464 5.586975 9.257301 10.244687 -3.162055 -3.083032 0.6064 0.6291 0.3833 nan nan
2459952 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.129827 7.860241 5.859479 5.442615 6.948429 7.820666 -5.387940 -5.061337 0.6116 0.6303 0.3867 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.287526 6.102652 5.168279 4.899155 6.015337 7.009394 -5.407781 -5.313833 0.6114 0.6347 0.3866 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.633022 7.362336 5.416936 5.162320 7.734816 9.717922 -3.198801 -3.456264 0.6097 0.6328 0.3933 nan nan
2459949 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.559860 7.358458 5.388379 5.087282 6.734863 7.815958 -3.171260 -3.345690 0.6037 0.6230 0.3918 nan nan
2459948 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.425950 6.973608 6.708024 6.124975 5.839208 6.558117 -0.586101 1.440211 0.6268 0.6494 0.3750 nan nan
2459947 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.974844 6.520310 4.640576 4.272462 6.381160 7.121606 4.383363 0.915514 0.6319 0.6430 0.3680 nan nan
2459946 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.252214 6.913042 4.993318 4.417153 8.611822 9.324341 -4.716959 -4.645519 0.6072 0.6354 0.3855 nan nan
2459945 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.729163 6.485331 4.360001 3.899654 6.856575 7.098476 -4.137607 -4.209426 0.6111 0.6374 0.3850 nan nan
2459944 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.692245 6.425206 4.585870 4.169435 6.461649 6.466808 -2.781025 -2.517868 0.6155 0.6419 0.3859 nan nan
2459943 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.288720 5.911872 4.414896 4.006972 5.107534 5.465013 -2.523861 -2.404446 0.6132 0.6454 0.3893 nan nan
2459942 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.683457 7.384972 4.732654 4.370692 7.056991 7.270974 -1.028362 -1.617145 0.6200 0.6396 0.3787 nan nan
2459941 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.359226 7.071520 4.738720 4.186644 6.682209 7.276143 -3.303716 -3.344320 0.6082 0.6311 0.3979 nan nan
2459940 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.153231 6.766970 4.322613 3.757744 6.293533 6.825558 -3.993367 -4.058751 0.6133 0.6352 0.3960 nan nan
2459939 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.728556 6.398136 4.133208 3.716228 5.697448 6.103580 -3.153467 -3.525090 0.6162 0.6371 0.3922 nan nan
2459938 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.437039 6.149895 4.563073 4.190348 5.143486 5.681194 -3.705485 -3.566954 0.6176 0.6408 0.3872 nan nan
2459937 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.816572 6.534785 4.713165 4.377438 5.947632 6.133556 0.341342 1.460622 0.6276 0.6514 0.3761 nan nan
2459936 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 16.658931 16.545705 4.711070 4.108753 8.300993 8.515824 -3.993684 -3.898861 0.5286 0.5413 0.3306 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 23.126635 22.943793 5.068150 4.634927 6.737504 6.815427 -2.777736 -3.108787 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.746329 18.628943 5.449143 5.069747 6.504444 6.564555 -3.037983 -3.314154 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 22.645147 22.336711 4.687459 4.050425 3.263957 2.107723 -5.752757 -5.995897 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 20.409620 20.330422 5.443123 5.067559 5.160885 5.960398 -3.536581 -3.424829 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.003320 17.951498 4.826196 4.166805 5.508519 5.643620 -2.268298 -2.826174 nan nan nan nan nan
2459929 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.493833 2.186801 3.938141 3.691166 1.372401 1.351395 1.608457 1.139896 0.6902 0.6914 0.2139 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.374346 7.156159 5.483856 5.115180 6.896300 6.989520 -2.979704 -3.378631 0.6249 0.6380 0.3859 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.215571 7.285190 4.093709 3.592252 3.104113 0.771618 -2.025041 -2.164375 0.5433 0.5582 0.3227 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.885727 3.754045 2.943541 2.629642 0.820246 0.977394 0.580887 0.687962 0.7389 0.7552 0.2413 nan nan
2459925 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.119189 3.357681 4.603159 4.278052 3.924342 4.207094 2.602541 1.461171 0.7314 0.7263 0.2549 nan nan
2459924 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.674390 6.278652 4.596563 4.369875 5.829441 5.702921 -0.583063 -0.481514 0.6328 0.6504 0.3816 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.016510 6.646891 4.910204 4.389647 4.216530 4.425463 1.790547 1.052765 0.6813 0.6900 0.3540 nan nan
2459922 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.719423 7.052352 4.561001 4.101916 7.838784 7.842701 -2.539946 -2.490504 0.6200 0.6317 0.3981 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% 0.00% 0.00% 0.00% - - 7.217672 6.764019 3.691775 3.219837 5.792845 5.653363 -5.030359 -4.983905 0.6105 0.6273 0.4184 nan nan
2459919 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.558585 7.428005 4.318226 3.945742 7.597910 8.398982 -4.759632 -4.614518 0.6111 0.6279 0.3843 nan nan
2459918 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.382477 7.943793 4.598797 4.244435 5.340687 5.307974 -1.892539 -3.308799 0.6268 0.6376 0.3938 nan nan
2459917 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.361128 6.898187 4.913944 4.570493 4.068221 6.552002 -4.431790 -4.523409 0.6799 0.6867 0.4563 nan nan
2459916 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.153597 6.945374 4.154572 3.907352 5.934330 6.206000 -4.781856 -4.780035 0.6283 0.6427 0.3971 nan nan
2459915 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.446816 7.240147 5.447141 5.249613 5.987726 5.837808 0.721169 -0.465531 0.6640 0.6717 0.3729 nan nan
2459914 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.713348 7.368979 6.227207 5.953098 6.780922 7.229272 5.488724 4.970887 0.6810 0.6893 0.3353 nan nan
2459913 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.328058 7.924708 5.366614 4.947349 7.239172 7.226064 1.870611 -2.277714 0.6469 0.6449 0.4043 nan nan
2459912 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.281224 6.645352 4.555421 3.926738 7.148381 6.183287 -3.751740 -3.950530 0.6249 0.6386 0.4017 nan nan
2459911 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.574066 6.092422 4.651396 4.187273 6.961393 5.556219 -3.146737 -3.355305 0.6205 0.6353 0.4055 nan nan
2459910 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.869720 6.363263 4.493072 4.050824 7.072013 5.881158 -3.001947 -3.198520 0.6238 0.6374 0.4045 nan nan
2459909 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.198318 6.605548 4.190856 3.710596 5.993855 4.761644 -3.602056 -3.708794 0.6230 0.6362 0.4040 nan nan
2459908 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.500923 6.760911 4.024496 3.504502 5.209480 4.398222 -3.919584 -4.020978 0.6297 0.6457 0.4010 nan nan
2459907 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.325888 6.735689 4.359908 3.786396 5.426504 4.783164 -3.654054 -3.587561 0.6253 0.6399 0.3991 nan nan
2459906 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.640432 7.075473 5.200455 4.706585 6.542782 6.741184 -4.758909 -4.447374 0.6197 0.6355 0.4005 nan nan
2459905 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.193059 6.730307 4.940120 4.555929 10.224395 10.932901 -3.966912 -4.003814 0.6078 0.6272 0.4074 nan nan
2459904 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.324449 6.751257 5.651249 5.166944 7.481685 8.335345 -6.437710 -6.392588 0.6111 0.6283 0.4016 nan nan
2459903 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.368362 6.868239 5.013000 4.577947 5.991031 6.362285 -6.394068 -6.299136 0.6130 0.6283 0.4062 nan nan
2459902 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.371570 7.884752 5.489764 5.197584 6.177749 6.685956 -3.572990 -3.711530 0.6213 0.6309 0.4001 nan nan
2459901 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.346343 7.720296 4.556222 4.113159 5.839953 5.627879 -4.320702 -4.209685 0.6175 0.6307 0.4068 nan nan
2459900 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.488978 7.290325 4.547420 4.050526 7.402512 5.851105 -4.021615 -3.880696 0.5629 0.5728 0.3384 nan nan
2459898 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.881955 6.131185 4.727598 4.247888 6.860707 7.688422 -4.989627 -4.817818 0.6244 0.6339 0.4029 nan nan
2459897 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.784703 6.023536 5.126011 4.443062 7.875296 8.225146 -5.120429 -4.912419 0.6219 0.6304 0.4018 nan nan
2459896 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.699822 6.038815 4.841924 4.338596 8.400240 8.994828 -3.578513 -3.546385 0.6209 0.6321 0.4020 nan nan
2459895 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.561803 6.045855 6.652280 6.460643 8.779053 9.162643 5.646305 5.094908 0.7092 0.6958 0.3047 nan nan
2459894 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.942637 7.022834 4.884256 4.276654 8.051088 8.457179 -4.232641 -4.384593 0.6367 0.6350 0.3919 nan nan
2459893 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.984182 6.908059 4.614127 4.032708 6.642408 7.682709 -5.063655 -5.227775 0.6385 0.6410 0.3913 nan nan
2459892 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.602711 6.866985 5.371448 4.857334 5.451905 5.781409 -4.504880 -4.645402 0.6350 0.6420 0.3943 nan nan
2459891 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.136336 6.091013 5.833548 5.141387 7.411585 8.738493 -4.147094 -4.088426 0.6307 0.6364 0.3982 nan nan
2459890 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.236436 6.479274 7.134519 6.796437 6.490917 7.426654 -2.737471 -3.269650 0.6370 0.6375 0.3965 nan nan
2459889 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.080230 6.992784 5.762159 5.060470 8.943822 10.718584 -5.695774 -5.868950 0.6425 0.6392 0.3914 nan nan
2459888 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.624347 5.699209 6.448671 6.009250 8.746639 9.995256 -0.095066 0.007288 0.6496 0.6489 0.3898 nan nan
2459887 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.964776 6.645131 5.436368 5.211898 6.261228 8.674990 -3.536675 -3.240777 0.6364 0.6270 0.3855 nan nan
2459886 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.113738 7.010011 5.119128 4.812620 5.865490 7.042279 2.116029 1.537752 0.7196 0.7014 0.3318 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 11.420473 10.795532 54.391740 54.002656 13.134234 17.657586 14.731405 9.372972 0.6899 0.6790 0.3626 nan nan
2459884 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.614148 5.792990 6.259407 5.911830 6.826253 8.407424 -3.815625 -4.012045 0.6498 0.6414 0.3904 nan nan
2459883 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.454586 8.859262 47.400847 47.310634 6.931961 9.863290 -7.677049 -7.509810 0.6521 0.6473 0.3817 nan nan
2459882 RF_ok 100.00% 0.00% 0.00% 0.00% - - 15.155830 14.512723 56.254670 55.666851 9.930461 13.607432 -3.344229 -3.714294 0.6588 0.6477 0.3761 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.853249 9.365257 63.020151 62.678487 19.314913 26.763001 -4.729434 2.132647 0.6972 0.7043 0.3246 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 10.713082 10.145152 50.624877 50.741850 5.937598 8.377627 -4.019065 -4.569759 0.6508 0.6497 0.3878 nan nan
2459879 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.053012 4.448541 3.292181 2.968534 0.720542 1.198338 -4.829063 -5.201270 0.6404 0.6493 0.3966 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.946904 9.830615 61.426052 61.732422 10.138846 14.231191 -8.504643 -9.393874 0.6434 0.6542 0.3906 nan nan
2459839 RF_ok 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459830 RF_ok 100.00% 59.68% 59.68% 0.00% 100.00% 0.00% 34.875550 35.102424 26.089008 25.361091 38.517287 34.178073 -4.622855 -5.841322 0.3097 0.2090 0.2097 0.898884 0.917566
2459829 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 36.316951 35.272176 26.683517 25.960524 27.321841 29.123855 -9.297019 -10.125019 0.6883 0.5887 0.4347 0.000000 0.000000
2459828 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 29.338128 29.630599 19.771700 19.211054 34.559393 30.185356 -2.789833 -5.461316 0.7408 0.4508 0.5537 0.000000 0.000000
2459827 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 28.291701 27.196138 33.442183 32.379539 24.011079 23.822610 -3.520582 -3.919995 0.7033 0.6020 0.4240 0.000000 0.000000
2459826 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 27.598732 27.767804 26.367360 26.005600 45.522129 40.716339 -1.399063 -1.169303 0.7341 0.4709 0.5271 15.201537 8.445186
2459825 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.341455 30.110734 20.413671 20.033604 25.559865 23.069909 -1.065310 -1.139767 0.7310 0.4816 0.5227 3.210815 2.479832
2459824 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.113511 22.181181 29.661710 28.899860 9.767507 17.137599 -3.994357 -4.316920 0.6656 0.6714 0.3779 0.000000 0.000000
2459823 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.309040 29.741259 21.832031 21.589928 30.915896 31.615699 17.362579 18.028482 0.7052 0.5545 0.4739 8.906316 6.358276
2459822 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.544625 30.325371 24.517020 24.089162 28.604662 26.714691 -0.674297 -0.827856 0.7278 0.5026 0.5090 2.745647 2.364894
2459821 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.008721 35.380132 24.286033 24.133100 24.589424 23.277788 -2.018706 -1.740933 0.7127 0.5030 0.5107 2.685336 2.477383
2459820 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 29.860824 28.840455 30.099136 29.210088 63.244555 63.016738 -6.228163 -6.553623 0.7125 0.6009 0.4381 4.582914 3.948537
2459817 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459816 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 25.574182 26.453720 29.675229 28.884131 43.564067 41.429927 -5.639492 -6.367809 0.7927 0.5029 0.6111 3.191507 2.737207
2459815 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.745597 30.808636 22.603195 22.235513 43.437906 42.925476 2.433762 1.261764 0.7059 0.5510 0.5110 2.792786 2.621117
2459814 RF_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.178470 7.576823 6.300064 5.212437 4.726195 8.574686 9.178470 -2.775382 -2.399303

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.506554 6.822410 6.068775 5.321758 5.041177 8.334987 9.506554 -4.590386 -4.920404

Antenna 224: 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
224 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 11.491767 6.978208 6.286778 5.720269 5.565465 9.368268 11.491767 -3.082191 -3.067504

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 10.479202 6.747941 6.025703 5.332502 5.096135 8.965285 10.479202 -3.105822 -3.285637

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.813106 6.760214 7.472093 5.302127 5.650674 9.813106 8.292610 -3.651923 -3.898025

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.042526 7.555962 6.878438 5.039093 4.704247 7.544443 9.042526 -3.392688 -3.493572

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 13.355290 2.234552 2.027194 5.829579 5.401216 11.554351 13.355290 5.398461 5.254540

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 11.246174 7.240675 6.668882 6.192016 6.019596 8.757046 11.246174 -2.639268 -2.837225

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 11.255832 7.270919 7.863925 5.712874 6.037856 11.255832 9.346148 -3.296277 -2.699577

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.454583 6.937659 7.179911 5.094638 5.419174 7.454583 6.603451 -0.682631 -1.638509

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.379621 5.505249 5.675964 6.142595 6.306227 8.379621 7.983650 2.141342 2.264708

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 10.745713 3.740300 3.520628 5.309684 5.729231 10.745713 10.031264 5.351420 4.994224

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.999142 7.027574 7.486055 5.613768 5.961221 8.999142 7.914732 1.174219 0.997741

Antenna 224: 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
224 N19 RF_ok ee Power inf 275.934610 275.618566 inf inf 3261.090656 3265.550194 3548.959923 3652.490684

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.400898 7.459909 7.869378 5.590088 5.914785 8.400898 7.678378 -2.298069 -2.430203

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 10.460574 6.276558 6.600319 5.606151 5.877328 10.460574 9.157560 -3.152844 -2.882613

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.532739 4.160554 4.213349 5.577547 5.990393 8.532739 8.078192 5.344809 6.212509

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.232410 6.467689 6.156983 5.507262 5.278033 8.152126 9.232410 -3.412369 -3.268480

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.392357 7.280025 7.633039 5.328901 5.676719 9.392357 8.113617 -4.398013 -4.699802

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 10.244687 6.956864 7.292973 5.586975 5.898464 10.244687 9.257301 -3.083032 -3.162055

Antenna 224: 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
224 N19 RF_ok ee Shape 8.129827 7.860241 8.129827 5.442615 5.859479 7.820666 6.948429 -5.061337 -5.387940

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.009394 6.102652 6.287526 4.899155 5.168279 7.009394 6.015337 -5.313833 -5.407781

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.717922 7.362336 7.633022 5.162320 5.416936 9.717922 7.734816 -3.456264 -3.198801

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.815958 7.559860 7.358458 5.388379 5.087282 6.734863 7.815958 -3.171260 -3.345690

Antenna 224: 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
224 N19 RF_ok ee Shape 7.425950 7.425950 6.973608 6.708024 6.124975 5.839208 6.558117 -0.586101 1.440211

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.121606 6.520310 6.974844 4.272462 4.640576 7.121606 6.381160 0.915514 4.383363

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.324341 6.913042 7.252214 4.417153 4.993318 9.324341 8.611822 -4.645519 -4.716959

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.098476 6.485331 6.729163 3.899654 4.360001 7.098476 6.856575 -4.209426 -4.137607

Antenna 224: 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
224 N19 RF_ok ee Shape 6.692245 6.692245 6.425206 4.585870 4.169435 6.461649 6.466808 -2.781025 -2.517868

Antenna 224: 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
224 N19 RF_ok ee Shape 6.288720 5.911872 6.288720 4.006972 4.414896 5.465013 5.107534 -2.404446 -2.523861

Antenna 224: 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
224 N19 RF_ok ee Shape 7.683457 7.384972 7.683457 4.370692 4.732654 7.270974 7.056991 -1.617145 -1.028362

Antenna 224: 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
224 N19 RF_ok ee Shape 7.359226 7.071520 7.359226 4.186644 4.738720 7.276143 6.682209 -3.344320 -3.303716

Antenna 224: 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
224 N19 RF_ok ee Shape 7.153231 6.766970 7.153231 3.757744 4.322613 6.825558 6.293533 -4.058751 -3.993367

Antenna 224: 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
224 N19 RF_ok ee Shape 6.728556 6.398136 6.728556 3.716228 4.133208 6.103580 5.697448 -3.525090 -3.153467

Antenna 224: 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
224 N19 RF_ok ee Shape 6.437039 6.149895 6.437039 4.190348 4.563073 5.681194 5.143486 -3.566954 -3.705485

Antenna 224: 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
224 N19 RF_ok ee Shape 6.816572 6.816572 6.534785 4.713165 4.377438 5.947632 6.133556 0.341342 1.460622

Antenna 224: 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
224 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 224: 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
224 N19 RF_ok ee Shape 16.658931 16.545705 16.658931 4.108753 4.711070 8.515824 8.300993 -3.898861 -3.993684

Antenna 224: 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
224 N19 RF_ok ee Shape 23.126635 23.126635 22.943793 5.068150 4.634927 6.737504 6.815427 -2.777736 -3.108787

Antenna 224: 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
224 N19 RF_ok ee Shape 18.746329 18.628943 18.746329 5.069747 5.449143 6.564555 6.504444 -3.314154 -3.037983

Antenna 224: 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
224 N19 RF_ok ee Shape 22.645147 22.336711 22.645147 4.050425 4.687459 2.107723 3.263957 -5.995897 -5.752757

Antenna 224: 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
224 N19 RF_ok ee Shape 20.409620 20.409620 20.330422 5.443123 5.067559 5.160885 5.960398 -3.536581 -3.424829

Antenna 224: 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
224 N19 RF_ok ee Shape 18.003320 18.003320 17.951498 4.826196 4.166805 5.508519 5.643620 -2.268298 -2.826174

Antenna 224: 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
224 N19 RF_ok ee Shape 4.493833 2.186801 4.493833 3.691166 3.938141 1.351395 1.372401 1.139896 1.608457

Antenna 224: 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
224 N19 RF_ok ee Shape 7.374346 7.156159 7.374346 5.115180 5.483856 6.989520 6.896300 -3.378631 -2.979704

Antenna 224: 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
224 N19 RF_ok ee Shape 8.215571 7.285190 8.215571 3.592252 4.093709 0.771618 3.104113 -2.164375 -2.025041

Antenna 224: 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
224 N19 RF_ok ee Shape 3.885727 3.754045 3.885727 2.629642 2.943541 0.977394 0.820246 0.687962 0.580887

Antenna 224: 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
224 N19 RF_ok ee Shape 5.119189 5.119189 3.357681 4.603159 4.278052 3.924342 4.207094 2.602541 1.461171

Antenna 224: 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
224 N19 RF_ok ee Shape 6.674390 6.674390 6.278652 4.596563 4.369875 5.829441 5.702921 -0.583063 -0.481514

Antenna 224: 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
224 N19 RF_ok ee Shape 7.016510 6.646891 7.016510 4.389647 4.910204 4.425463 4.216530 1.052765 1.790547

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.842701 7.052352 7.719423 4.101916 4.561001 7.842701 7.838784 -2.490504 -2.539946

Antenna 224: 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
224 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 224: 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
224 N19 RF_ok ee Shape 7.217672 6.764019 7.217672 3.219837 3.691775 5.653363 5.792845 -4.983905 -5.030359

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.398982 7.558585 7.428005 4.318226 3.945742 7.597910 8.398982 -4.759632 -4.614518

Antenna 224: 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
224 N19 RF_ok ee Shape 8.382477 7.943793 8.382477 4.244435 4.598797 5.307974 5.340687 -3.308799 -1.892539

Antenna 224: 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
224 N19 RF_ok ee Shape 7.361128 6.898187 7.361128 4.570493 4.913944 6.552002 4.068221 -4.523409 -4.431790

Antenna 224: 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
224 N19 RF_ok ee Shape 7.153597 7.153597 6.945374 4.154572 3.907352 5.934330 6.206000 -4.781856 -4.780035

Antenna 224: 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
224 N19 RF_ok ee Shape 7.446816 7.446816 7.240147 5.447141 5.249613 5.987726 5.837808 0.721169 -0.465531

Antenna 224: 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
224 N19 RF_ok ee Shape 7.713348 7.713348 7.368979 6.227207 5.953098 6.780922 7.229272 5.488724 4.970887

Antenna 224: 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
224 N19 RF_ok ee Shape 8.328058 7.924708 8.328058 4.947349 5.366614 7.226064 7.239172 -2.277714 1.870611

Antenna 224: 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
224 N19 RF_ok ee Shape 7.281224 6.645352 7.281224 3.926738 4.555421 6.183287 7.148381 -3.950530 -3.751740

Antenna 224: 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
224 N19 RF_ok ee Temporal Variability 6.961393 6.092422 6.574066 4.187273 4.651396 5.556219 6.961393 -3.355305 -3.146737

Antenna 224: 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
224 N19 RF_ok ee Temporal Variability 7.072013 6.363263 6.869720 4.050824 4.493072 5.881158 7.072013 -3.198520 -3.001947

Antenna 224: 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
224 N19 RF_ok ee Shape 7.198318 6.605548 7.198318 3.710596 4.190856 4.761644 5.993855 -3.708794 -3.602056

Antenna 224: 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
224 N19 RF_ok ee Shape 7.500923 7.500923 6.760911 4.024496 3.504502 5.209480 4.398222 -3.919584 -4.020978

Antenna 224: 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
224 N19 RF_ok ee Shape 7.325888 6.735689 7.325888 3.786396 4.359908 4.783164 5.426504 -3.587561 -3.654054

Antenna 224: 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
224 N19 RF_ok ee Shape 7.640432 7.075473 7.640432 4.706585 5.200455 6.741184 6.542782 -4.447374 -4.758909

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 10.932901 6.730307 7.193059 4.555929 4.940120 10.932901 10.224395 -4.003814 -3.966912

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.335345 6.751257 7.324449 5.166944 5.651249 8.335345 7.481685 -6.392588 -6.437710

Antenna 224: 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
224 N19 RF_ok ee Shape 7.368362 6.868239 7.368362 4.577947 5.013000 6.362285 5.991031 -6.299136 -6.394068

Antenna 224: 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
224 N19 RF_ok ee Shape 8.371570 8.371570 7.884752 5.489764 5.197584 6.177749 6.685956 -3.572990 -3.711530

Antenna 224: 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
224 N19 RF_ok ee Shape 8.346343 8.346343 7.720296 4.556222 4.113159 5.839953 5.627879 -4.320702 -4.209685

Antenna 224: 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
224 N19 RF_ok ee Shape 8.488978 8.488978 7.290325 4.547420 4.050526 7.402512 5.851105 -4.021615 -3.880696

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.688422 6.131185 6.881955 4.247888 4.727598 7.688422 6.860707 -4.817818 -4.989627

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.225146 6.023536 6.784703 4.443062 5.126011 8.225146 7.875296 -4.912419 -5.120429

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.994828 6.038815 6.699822 4.338596 4.841924 8.994828 8.400240 -3.546385 -3.578513

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.162643 6.561803 6.045855 6.652280 6.460643 8.779053 9.162643 5.646305 5.094908

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.457179 7.022834 7.942637 4.276654 4.884256 8.457179 8.051088 -4.384593 -4.232641

Antenna 224: 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
224 N19 RF_ok ee Shape 7.984182 7.984182 6.908059 4.614127 4.032708 6.642408 7.682709 -5.063655 -5.227775

Antenna 224: 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
224 N19 RF_ok ee Shape 7.602711 6.866985 7.602711 4.857334 5.371448 5.781409 5.451905 -4.645402 -4.504880

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.738493 7.136336 6.091013 5.833548 5.141387 7.411585 8.738493 -4.147094 -4.088426

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 7.426654 6.479274 7.236436 6.796437 7.134519 7.426654 6.490917 -3.269650 -2.737471

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 10.718584 8.080230 6.992784 5.762159 5.060470 8.943822 10.718584 -5.695774 -5.868950

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 9.995256 5.699209 6.624347 6.009250 6.448671 9.995256 8.746639 0.007288 -0.095066

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.674990 6.645131 6.964776 5.211898 5.436368 8.674990 6.261228 -3.240777 -3.536675

Antenna 224: 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
224 N19 RF_ok ee Shape 7.113738 7.113738 7.010011 5.119128 4.812620 5.865490 7.042279 2.116029 1.537752

Antenna 224: 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
224 N19 RF_ok ee Power 54.391740 10.795532 11.420473 54.002656 54.391740 17.657586 13.134234 9.372972 14.731405

Antenna 224: 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
224 N19 RF_ok nn Temporal Variability 8.407424 5.792990 6.614148 5.911830 6.259407 8.407424 6.826253 -4.012045 -3.815625

Antenna 224: 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
224 N19 RF_ok ee Power 47.400847 8.859262 9.454586 47.310634 47.400847 9.863290 6.931961 -7.509810 -7.677049

Antenna 224: 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
224 N19 RF_ok ee Power 56.254670 14.512723 15.155830 55.666851 56.254670 13.607432 9.930461 -3.714294 -3.344229

Antenna 224: 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
224 N19 RF_ok ee Power 63.020151 9.365257 9.853249 62.678487 63.020151 26.763001 19.314913 2.132647 -4.729434

Antenna 224: 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
224 N19 RF_ok nn Power 50.741850 10.145152 10.713082 50.741850 50.624877 8.377627 5.937598 -4.569759 -4.019065

Antenna 224: 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
224 N19 RF_ok ee Shape 5.053012 4.448541 5.053012 2.968534 3.292181 1.198338 0.720542 -5.201270 -4.829063

Antenna 224: 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
224 N19 RF_ok nn Power 61.732422 9.830615 9.946904 61.732422 61.426052 14.231191 10.138846 -9.393874 -8.504643

Antenna 224: 2459839

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

Antenna 224: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
224 N19 RF_ok ee Temporal Variability 38.517287 34.875550 35.102424 26.089008 25.361091 38.517287 34.178073 -4.622855 -5.841322

Antenna 224: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
224 N19 RF_ok ee Shape 36.316951 35.272176 36.316951 25.960524 26.683517 29.123855 27.321841 -10.125019 -9.297019

Antenna 224: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
224 N19 RF_ok ee Temporal Variability 34.559393 29.630599 29.338128 19.211054 19.771700 30.185356 34.559393 -5.461316 -2.789833

Antenna 224: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
224 N19 RF_ok ee Power 33.442183 28.291701 27.196138 33.442183 32.379539 24.011079 23.822610 -3.520582 -3.919995
In [ ]: