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 = "225"
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 225 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 225, 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% 91.62% 0.00% - - -0.310111 13.077315 0.653340 4.537481 -0.389752 11.813009 -0.977463 0.564990 0.5991 0.1350 0.4971 nan nan
2459974 RF_ok 100.00% 0.00% 90.92% 0.00% - - 1.381637 12.187499 0.904297 4.993368 -0.751009 11.892831 -1.435242 1.161913 0.6223 0.1406 0.5172 nan nan
2459973 RF_ok 100.00% 0.00% 90.87% 0.00% - - 1.520246 12.305767 0.910569 4.943103 -0.723105 8.203090 -0.986975 0.432790 0.6248 0.1459 0.5133 nan nan
2459972 RF_ok 100.00% 0.00% 91.24% 0.00% - - 1.372367 11.839363 0.984782 4.462139 -0.750028 14.291877 -0.939890 0.392181 0.6156 0.1333 0.5157 nan nan
2459971 RF_ok 100.00% 0.00% 90.64% 0.00% - - 1.257629 11.650124 0.893418 4.300127 -0.809611 12.982375 -1.104904 0.674271 0.6192 0.1371 0.5179 nan nan
2459970 RF_ok 100.00% 0.00% 89.74% 0.00% - - 1.624574 12.779377 1.185255 4.619026 -1.025721 12.091286 -1.411959 0.522795 0.6230 0.1416 0.5173 nan nan
2459969 RF_ok 100.00% 0.00% 88.43% 0.00% - - 1.627679 13.024139 1.122145 4.632226 -0.941675 11.066135 -1.338849 0.211457 0.6311 0.1524 0.5198 nan nan
2459968 RF_ok 100.00% 0.00% 37.05% 0.00% - - 2.586813 6.598194 1.407785 5.307106 -0.770350 16.822051 0.710166 5.325686 0.7506 0.3133 0.5125 nan nan
2459967 RF_ok 100.00% 0.00% 87.89% 0.00% - - 1.429395 12.556593 1.272989 4.651185 -1.039954 13.837907 -0.863293 0.474134 0.6296 0.1481 0.5154 nan nan
2459966 RF_ok 100.00% 0.00% 87.02% 0.00% - - 1.517330 13.677422 1.245147 4.418870 -0.886935 13.804210 -1.075695 1.104463 0.6258 0.1428 0.5158 nan nan
2459965 RF_ok 100.00% 0.00% 86.86% 0.00% - - 1.304136 12.749041 1.047091 4.273731 -0.775149 9.463842 -1.056382 2.727143 0.6334 0.1695 0.4931 nan nan
2459964 RF_ok 100.00% 0.00% 72.09% 0.00% - - 0.861728 11.926782 1.036670 4.607006 -0.888387 11.352719 -0.339747 5.879099 0.6883 0.2071 0.5209 nan nan
2459963 RF_ok 100.00% 0.00% 57.65% 0.00% - - 0.930195 11.414683 1.051349 5.472256 -0.112946 2.667754 0.287348 2.425254 0.7035 0.3185 0.4357 nan nan
2459962 RF_ok 100.00% 0.00% 70.96% 0.00% - - 0.852830 12.510914 0.835061 5.085289 -0.924246 9.856606 -0.034482 1.346739 0.6709 0.2139 0.5022 nan nan
2459961 RF_ok 100.00% 0.00% 38.38% 0.00% - - 2.005514 11.698483 1.046333 4.817115 -0.200070 13.239214 0.450446 5.605667 0.7625 0.3127 0.5086 nan nan
2459960 RF_ok 100.00% 0.00% 76.74% 0.00% - - 1.156262 13.503040 1.025018 4.338896 -0.552377 11.797710 -0.582835 2.263945 0.6425 0.2079 0.4583 nan nan
2459959 RF_ok 100.00% 0.00% 87.62% 0.00% - - 1.372293 13.389803 0.702710 4.736372 -0.581835 10.480437 -1.062890 1.125884 0.6325 0.1563 0.4850 nan nan
2459958 RF_ok 100.00% 0.00% 87.62% 0.00% - - 1.263696 12.863638 0.944619 3.954595 -0.799793 10.722688 -1.133507 0.488505 0.6295 0.1458 0.5054 nan nan
2459957 RF_ok 100.00% 0.00% 87.41% 0.00% - - 1.347279 11.812438 1.098091 4.065566 -0.748197 12.953214 -1.036444 0.992663 0.6300 0.1390 0.5246 nan nan
2459956 RF_ok 100.00% 0.00% 65.73% 0.00% - - 1.848121 12.558851 1.273763 4.278013 -0.793843 10.692624 0.571564 6.167652 0.6749 0.1876 0.5294 nan nan
2459955 RF_ok 100.00% 0.00% 87.95% 0.00% - - 1.056293 10.563032 0.989013 3.762639 -0.777628 11.499238 -0.948986 0.591716 0.6270 0.1342 0.5255 nan nan
2459954 RF_ok 100.00% 0.00% 87.36% 0.00% - - 1.522112 11.957446 1.340678 4.046751 -1.037275 11.628252 -1.493454 1.238622 0.6270 0.1339 0.5297 nan nan
2459953 RF_ok 100.00% 0.00% 88.76% 0.00% - - 1.468936 11.576893 1.235235 4.313184 -0.824210 12.571893 -0.965904 0.539014 0.6328 0.1319 0.5298 nan nan
2459952 RF_ok 100.00% 0.00% 90.27% 0.00% - - 1.761948 13.116442 1.488472 4.648261 -0.709996 9.653443 -1.162238 1.482363 0.6380 0.1145 0.5371 nan nan
2459951 RF_ok 100.00% 0.00% 89.45% 0.00% - - 1.274366 10.697313 1.092444 4.949131 -0.806341 8.598283 -1.909600 1.193010 0.6447 0.1240 0.5364 nan nan
2459950 RF_ok 100.00% 0.00% 89.95% 0.00% - - 1.806550 12.690120 1.283352 5.164192 -0.643869 11.625355 -0.601429 -0.335408 0.6437 0.1181 0.5452 nan nan
2459949 RF_ok 100.00% 0.00% 92.00% 0.00% - - 1.509479 12.835417 0.980081 5.111144 -0.925271 9.635300 -1.116475 0.263617 0.6352 0.1163 0.5330 nan nan
2459948 RF_ok 100.00% 0.00% 87.89% 0.00% - - 1.355019 12.429487 1.220725 5.983529 -0.907585 8.387045 -1.175881 3.788799 0.6590 0.1391 0.5387 nan nan
2459947 RF_ok 100.00% 0.00% 86.97% 0.00% - - 1.260356 12.275506 0.598267 4.262373 -1.041934 8.745564 -0.539431 3.110833 0.6705 0.1374 0.5542 nan nan
2459946 RF_ok 100.00% 0.00% 90.33% 0.00% - - 1.262391 11.600194 0.740560 3.854568 -1.014071 11.740940 -1.138260 1.532279 0.6410 0.1168 0.5339 nan nan
2459945 RF_ok 100.00% 0.00% 89.68% 0.00% - - 1.352473 11.114808 0.464723 3.865846 -1.028050 9.053887 -1.176305 0.893196 0.6484 0.1259 0.5339 nan nan
2459944 RF_ok 100.00% 0.00% 89.63% 0.00% - - 1.201447 10.901987 0.576694 4.048353 -0.846908 8.298264 -1.222704 0.634047 0.6497 0.1309 0.5326 nan nan
2459943 RF_ok 100.00% 0.00% 88.98% 0.00% - - 1.185984 9.886174 0.761140 4.212035 -0.904107 6.981427 -0.967245 -0.011900 0.6522 0.1302 0.5374 nan nan
2459942 RF_ok 100.00% 0.00% 91.09% 0.00% - - 1.506535 12.512665 0.709420 4.202966 -0.869176 9.317208 -0.980453 1.122915 0.6580 0.1202 0.5485 nan nan
2459941 RF_ok 100.00% 0.00% 92.92% 0.00% - - 1.458983 12.036166 0.727890 3.845475 -0.709402 9.370772 -1.197297 0.535667 0.6395 0.1050 0.5447 nan nan
2459940 RF_ok 100.00% 0.00% 92.11% 0.00% - - 1.081761 11.582128 0.474951 3.926656 -0.819709 8.777353 -1.319998 1.215607 0.6445 0.1126 0.5444 nan nan
2459939 RF_ok 100.00% 0.00% 90.10% 0.00% - - 1.132900 11.437102 0.589023 3.877426 -1.062813 7.756424 -1.134507 0.355484 0.6512 0.1184 0.5462 nan nan
2459938 RF_ok 100.00% 0.00% 89.45% 0.00% - - 1.332856 10.834125 0.758319 4.242111 -1.152502 7.128142 -1.187023 0.635734 0.6521 0.1254 0.5399 nan nan
2459937 RF_ok 100.00% 0.00% 83.35% 0.00% - - 1.282573 11.928975 0.536551 4.087485 -0.952214 7.818544 -1.147095 4.023098 0.6674 0.1414 0.5442 nan nan
2459936 RF_ok 100.00% 0.00% 37.16% 0.00% - - 0.735017 11.257863 0.675529 4.696825 -0.414533 9.378413 -0.379415 6.007658 0.7902 0.3173 0.5312 nan nan
2459935 RF_ok 100.00% 87.61% 100.00% 0.00% - - 13.425214 19.726064 0.757554 3.965484 1.624941 10.374178 -0.853684 1.780010 0.5683 0.0939 0.4701 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 20.050733 26.380440 1.072769 4.299322 -0.494207 8.560657 -1.014878 0.375540 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.155640 21.576359 1.170585 4.440895 -0.528257 8.202652 -0.912234 0.056974 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.753574 26.091948 1.139009 4.977197 -0.369361 2.529486 -1.756250 2.001240 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.363625 23.914364 1.096665 4.790162 -0.761193 7.306049 -1.050836 1.032419 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.598649 20.748884 1.085500 4.332586 -0.675484 6.917030 -0.676681 0.578020 nan nan nan nan nan
2459929 RF_ok 100.00% 0.00% 29.78% 0.00% - - 1.953722 10.441200 0.237399 5.536702 0.227951 1.292688 -0.202473 0.934534 0.7305 0.3305 0.4649 nan nan
2459928 RF_ok 100.00% 0.00% 98.43% 0.00% - - 4.879579 11.006162 3.885161 4.326760 3.547629 9.047106 -2.400226 0.749704 0.6456 0.0839 0.5490 nan nan
2459927 RF_ok 100.00% 0.00% 100.00% 0.00% - - 5.873753 12.880502 2.985162 4.779611 0.976594 1.211739 -1.705359 1.176616 0.5675 0.0966 0.4576 nan nan
2459926 RF_ok 100.00% 0.00% 44.30% 0.00% - - 2.053791 12.760766 1.743249 4.025112 -0.033594 1.276120 -0.000172 0.865879 0.7678 0.2600 0.5520 nan nan
2459925 RF_ok 100.00% 0.00% 49.35% 0.00% - - 4.031424 8.514574 3.156498 5.358318 1.681827 5.763976 1.515497 1.828055 0.7539 0.1925 0.5599 nan nan
2459924 RF_ok 100.00% 0.00% 95.68% 0.00% - - 4.271286 12.062490 3.144472 4.652565 3.167201 7.180051 -0.877637 0.549501 0.6568 0.0939 0.5514 nan nan
2459923 RF_ok 100.00% 0.00% 76.59% 0.00% - - 4.521800 13.462931 3.436648 4.653663 2.339998 5.797652 1.111936 1.558453 0.7037 0.1517 0.5538 nan nan
2459922 RF_ok 100.00% 100.00% 100.00% 0.00% - - 265.545785 265.728994 inf inf 3944.244591 4041.692571 6144.327947 6232.014456 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% - - 207.057765 207.134825 inf inf 3663.040106 3656.077233 9715.260254 9558.827589 nan nan nan nan nan
2459919 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459918 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459917 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459916 RF_ok 100.00% 100.00% 100.00% 0.00% - - 206.126298 206.680104 inf inf 3802.449483 3843.040047 8129.486557 7813.723242 nan nan nan nan nan
2459915 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459914 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459913 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459911 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459910 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459909 RF_ok 100.00% 100.00% 100.00% 0.00% - - 204.362822 203.201188 inf inf 3717.937723 3747.902318 6593.720432 6710.199148 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459904 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459903 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459902 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459901 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459898 RF_ok 100.00% 100.00% 100.00% 0.00% - - 250.762215 250.856351 inf inf 5341.678916 5285.064138 9062.049574 8901.648946 nan nan nan nan nan
2459897 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_ok 100.00% 100.00% 100.00% 0.00% - - 265.531879 265.728773 inf inf 7349.365209 7349.003785 593.971275 593.526137 nan nan nan nan nan
2459894 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459893 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459890 RF_ok 100.00% 100.00% 100.00% 0.00% - - 271.386013 271.287976 inf inf 7077.128396 7074.383628 7549.682284 7542.271495 nan nan nan nan nan
2459889 RF_ok 100.00% 100.00% 100.00% 0.00% - - 289.873396 289.542981 inf inf 7307.756500 7722.157578 15342.434846 15874.663116 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% - - 233.886019 232.709016 inf inf 5091.225528 5151.845269 16313.589108 16950.259701 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% - - 298.697731 298.614353 inf inf 11789.361704 11374.238473 18286.504575 16559.142790 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% - - 218.857991 219.168801 inf inf 3463.668488 3392.917703 8458.278372 7952.439502 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
2459839 RF_ok 100.00% - - - - - 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 225: 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
225 N19 RF_ok nn Shape 13.077315 -0.310111 13.077315 0.653340 4.537481 -0.389752 11.813009 -0.977463 0.564990

Antenna 225: 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
225 N19 RF_ok nn Shape 12.187499 1.381637 12.187499 0.904297 4.993368 -0.751009 11.892831 -1.435242 1.161913

Antenna 225: 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
225 N19 RF_ok nn Shape 12.305767 1.520246 12.305767 0.910569 4.943103 -0.723105 8.203090 -0.986975 0.432790

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 14.291877 1.372367 11.839363 0.984782 4.462139 -0.750028 14.291877 -0.939890 0.392181

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 12.982375 1.257629 11.650124 0.893418 4.300127 -0.809611 12.982375 -1.104904 0.674271

Antenna 225: 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
225 N19 RF_ok nn Shape 12.779377 12.779377 1.624574 4.619026 1.185255 12.091286 -1.025721 0.522795 -1.411959

Antenna 225: 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
225 N19 RF_ok nn Shape 13.024139 1.627679 13.024139 1.122145 4.632226 -0.941675 11.066135 -1.338849 0.211457

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 16.822051 2.586813 6.598194 1.407785 5.307106 -0.770350 16.822051 0.710166 5.325686

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 13.837907 1.429395 12.556593 1.272989 4.651185 -1.039954 13.837907 -0.863293 0.474134

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 13.804210 13.677422 1.517330 4.418870 1.245147 13.804210 -0.886935 1.104463 -1.075695

Antenna 225: 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
225 N19 RF_ok nn Shape 12.749041 12.749041 1.304136 4.273731 1.047091 9.463842 -0.775149 2.727143 -1.056382

Antenna 225: 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
225 N19 RF_ok nn Shape 12.510914 12.510914 0.852830 5.085289 0.835061 9.856606 -0.924246 1.346739 -0.034482

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 13.239214 11.698483 2.005514 4.817115 1.046333 13.239214 -0.200070 5.605667 0.450446

Antenna 225: 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
225 N19 RF_ok nn Shape 13.503040 13.503040 1.156262 4.338896 1.025018 11.797710 -0.552377 2.263945 -0.582835

Antenna 225: 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
225 N19 RF_ok nn Shape 13.389803 1.372293 13.389803 0.702710 4.736372 -0.581835 10.480437 -1.062890 1.125884

Antenna 225: 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
225 N19 RF_ok nn Shape 12.863638 12.863638 1.263696 3.954595 0.944619 10.722688 -0.799793 0.488505 -1.133507

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 12.953214 11.812438 1.347279 4.065566 1.098091 12.953214 -0.748197 0.992663 -1.036444

Antenna 225: 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
225 N19 RF_ok nn Shape 12.558851 12.558851 1.848121 4.278013 1.273763 10.692624 -0.793843 6.167652 0.571564

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 11.499238 1.056293 10.563032 0.989013 3.762639 -0.777628 11.499238 -0.948986 0.591716

Antenna 225: 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
225 N19 RF_ok nn Shape 11.957446 11.957446 1.522112 4.046751 1.340678 11.628252 -1.037275 1.238622 -1.493454

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 12.571893 11.576893 1.468936 4.313184 1.235235 12.571893 -0.824210 0.539014 -0.965904

Antenna 225: 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
225 N19 RF_ok nn Shape 13.116442 13.116442 1.761948 4.648261 1.488472 9.653443 -0.709996 1.482363 -1.162238

Antenna 225: 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
225 N19 RF_ok nn Shape 10.697313 10.697313 1.274366 4.949131 1.092444 8.598283 -0.806341 1.193010 -1.909600

Antenna 225: 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
225 N19 RF_ok nn Shape 12.690120 12.690120 1.806550 5.164192 1.283352 11.625355 -0.643869 -0.335408 -0.601429

Antenna 225: 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
225 N19 RF_ok nn Shape 12.835417 1.509479 12.835417 0.980081 5.111144 -0.925271 9.635300 -1.116475 0.263617

Antenna 225: 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
225 N19 RF_ok nn Shape 12.429487 1.355019 12.429487 1.220725 5.983529 -0.907585 8.387045 -1.175881 3.788799

Antenna 225: 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
225 N19 RF_ok nn Shape 12.275506 12.275506 1.260356 4.262373 0.598267 8.745564 -1.041934 3.110833 -0.539431

Antenna 225: 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
225 N19 RF_ok nn Temporal Variability 11.740940 11.600194 1.262391 3.854568 0.740560 11.740940 -1.014071 1.532279 -1.138260

Antenna 225: 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
225 N19 RF_ok nn Shape 11.114808 11.114808 1.352473 3.865846 0.464723 9.053887 -1.028050 0.893196 -1.176305

Antenna 225: 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
225 N19 RF_ok nn Shape 10.901987 1.201447 10.901987 0.576694 4.048353 -0.846908 8.298264 -1.222704 0.634047

Antenna 225: 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
225 N19 RF_ok nn Shape 9.886174 9.886174 1.185984 4.212035 0.761140 6.981427 -0.904107 -0.011900 -0.967245

Antenna 225: 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
225 N19 RF_ok nn Shape 12.512665 12.512665 1.506535 4.202966 0.709420 9.317208 -0.869176 1.122915 -0.980453

Antenna 225: 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
225 N19 RF_ok nn Shape 12.036166 12.036166 1.458983 3.845475 0.727890 9.370772 -0.709402 0.535667 -1.197297

Antenna 225: 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
225 N19 RF_ok nn Shape 11.582128 11.582128 1.081761 3.926656 0.474951 8.777353 -0.819709 1.215607 -1.319998

Antenna 225: 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
225 N19 RF_ok nn Shape 11.437102 11.437102 1.132900 3.877426 0.589023 7.756424 -1.062813 0.355484 -1.134507

Antenna 225: 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
225 N19 RF_ok nn Shape 10.834125 10.834125 1.332856 4.242111 0.758319 7.128142 -1.152502 0.635734 -1.187023

Antenna 225: 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
225 N19 RF_ok nn Shape 11.928975 1.282573 11.928975 0.536551 4.087485 -0.952214 7.818544 -1.147095 4.023098

Antenna 225: 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
225 N19 RF_ok nn Shape 11.257863 0.735017 11.257863 0.675529 4.696825 -0.414533 9.378413 -0.379415 6.007658

Antenna 225: 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
225 N19 RF_ok nn Shape 19.726064 19.726064 13.425214 3.965484 0.757554 10.374178 1.624941 1.780010 -0.853684

Antenna 225: 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
225 N19 RF_ok nn Shape 26.380440 20.050733 26.380440 1.072769 4.299322 -0.494207 8.560657 -1.014878 0.375540

Antenna 225: 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
225 N19 RF_ok nn Shape 21.576359 21.576359 16.155640 4.440895 1.170585 8.202652 -0.528257 0.056974 -0.912234

Antenna 225: 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
225 N19 RF_ok nn Shape 26.091948 26.091948 18.753574 4.977197 1.139009 2.529486 -0.369361 2.001240 -1.756250

Antenna 225: 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
225 N19 RF_ok nn Shape 23.914364 17.363625 23.914364 1.096665 4.790162 -0.761193 7.306049 -1.050836 1.032419

Antenna 225: 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
225 N19 RF_ok nn Shape 20.748884 15.598649 20.748884 1.085500 4.332586 -0.675484 6.917030 -0.676681 0.578020

Antenna 225: 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
225 N19 RF_ok nn Shape 10.441200 10.441200 1.953722 5.536702 0.237399 1.292688 0.227951 0.934534 -0.202473

Antenna 225: 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
225 N19 RF_ok nn Shape 11.006162 11.006162 4.879579 4.326760 3.885161 9.047106 3.547629 0.749704 -2.400226

Antenna 225: 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
225 N19 RF_ok nn Shape 12.880502 12.880502 5.873753 4.779611 2.985162 1.211739 0.976594 1.176616 -1.705359

Antenna 225: 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
225 N19 RF_ok nn Shape 12.760766 12.760766 2.053791 4.025112 1.743249 1.276120 -0.033594 0.865879 -0.000172

Antenna 225: 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
225 N19 RF_ok nn Shape 8.514574 4.031424 8.514574 3.156498 5.358318 1.681827 5.763976 1.515497 1.828055

Antenna 225: 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
225 N19 RF_ok nn Shape 12.062490 4.271286 12.062490 3.144472 4.652565 3.167201 7.180051 -0.877637 0.549501

Antenna 225: 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
225 N19 RF_ok nn Shape 13.462931 13.462931 4.521800 4.653663 3.436648 5.797652 2.339998 1.558453 1.111936

Antenna 225: 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
225 N19 RF_ok nn Power inf 265.728994 265.545785 inf inf 4041.692571 3944.244591 6232.014456 6144.327947

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 207.134825 207.057765 inf inf 3656.077233 3663.040106 9558.827589 9715.260254

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Power inf 206.126298 206.680104 inf inf 3802.449483 3843.040047 8129.486557 7813.723242

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 203.201188 204.362822 inf inf 3747.902318 3717.937723 6710.199148 6593.720432

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 250.856351 250.762215 inf inf 5285.064138 5341.678916 8901.648946 9062.049574

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Power inf 265.531879 265.728773 inf inf 7349.365209 7349.003785 593.971275 593.526137

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 271.287976 271.386013 inf inf 7074.383628 7077.128396 7542.271495 7549.682284

Antenna 225: 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
225 N19 RF_ok ee Power inf 289.873396 289.542981 inf inf 7307.756500 7722.157578 15342.434846 15874.663116

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 232.709016 233.886019 inf inf 5151.845269 5091.225528 16950.259701 16313.589108

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 298.614353 298.697731 inf inf 11374.238473 11789.361704 16559.142790 18286.504575

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Power inf 219.168801 218.857991 inf inf 3392.917703 3463.668488 7952.439502 8458.278372

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 225: 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
225 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: