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 = "243"
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 243 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 243, 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% 26.50% 0.00% 0.00% - - 61.739991 2.301881 0.793907 -1.532178 7.624674 -0.910207 -1.198349 -0.455370 0.2471 0.5989 0.4813 nan nan
2459974 RF_ok 100.00% 19.24% 0.00% 0.00% - - 57.495798 2.192340 0.855617 -1.542931 7.283924 -0.714751 -1.479892 -0.611412 0.2539 0.6037 0.4831 nan nan
2459973 RF_ok 100.00% 4.75% 0.00% 0.00% - - 58.010773 2.131839 0.842424 -1.578309 4.625996 -0.546802 -0.562662 -0.222470 0.2664 0.6073 0.4802 nan nan
2459972 RF_ok 100.00% 17.41% 0.00% 0.00% - - 58.223342 2.315017 1.037628 -1.297369 8.235456 -0.219792 0.613006 1.315166 0.2622 0.5950 0.4739 nan nan
2459971 RF_ok 100.00% 24.28% 0.00% 0.00% - - 56.486614 2.196902 0.933218 -1.355351 8.970589 -0.853780 -1.199312 -0.282749 0.2509 0.5991 0.4802 nan nan
2459970 RF_ok 100.00% 16.32% 0.00% 0.00% - - 60.827590 2.522837 1.100285 -1.265157 7.448109 -0.985682 -1.756360 -0.549092 0.2571 0.6034 0.4779 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 60.955015 2.279447 0.993125 -1.180453 8.350817 -0.893585 -1.180397 -0.712885 0.2884 0.6125 0.4781 nan nan
2459968 RF_ok 100.00% 0.00% 0.00% 0.00% - - 33.432880 4.246768 0.544713 -1.155652 9.302067 -0.366453 3.512025 -0.981421 0.4729 0.7310 0.4038 nan nan
2459967 RF_ok 100.00% 15.90% 0.00% 0.00% - - 60.421772 2.393213 1.198733 -1.165961 10.768211 -1.258341 0.333885 -0.423418 0.2704 0.6086 0.4681 nan nan
2459966 RF_ok 100.00% 29.64% 0.00% 0.00% - - 66.051394 2.720102 1.131144 -1.283349 8.701002 -0.818279 -0.458376 0.137180 0.2572 0.6046 0.4796 nan nan
2459965 RF_ok 100.00% 17.84% 0.00% 0.00% - - 61.051196 2.422177 0.988926 -1.291309 5.921638 -0.345155 -0.279653 -0.169997 0.2807 0.6130 0.4578 nan nan
2459964 RF_ok 100.00% 3.35% 0.00% 0.00% - - 62.130555 2.826043 1.161175 -1.452293 6.758837 -0.660685 2.447516 -0.644622 0.3616 0.6694 0.4398 nan nan
2459963 RF_ok 100.00% 6.17% 0.00% 0.00% - - 55.682681 1.669368 1.063180 -1.443332 1.887322 -1.283535 1.699907 -0.954611 0.4279 0.6787 0.3634 nan nan
2459962 RF_ok 100.00% 19.63% 0.00% 0.00% - - 69.291291 2.716011 1.129576 -1.689345 6.403097 -1.273517 0.808341 -1.336267 0.3281 0.6544 0.4483 nan nan
2459961 RF_ok 100.00% 5.08% 0.00% 0.00% - - 67.268836 4.662106 0.561833 -1.298008 9.311932 -0.305787 3.317615 -1.129286 0.4775 0.7328 0.3920 nan nan
2459960 RF_ok 100.00% 23.74% 0.00% 0.00% - - 66.604098 2.570957 1.098695 -1.420153 7.329006 -0.764963 0.541308 -0.857910 0.3112 0.6205 0.4238 nan nan
2459959 RF_ok 100.00% 0.00% 0.00% 0.00% - - 60.604824 2.630928 1.173549 -1.770525 5.482773 -0.924078 -1.216529 0.856933 0.3572 0.6127 0.4113 nan nan
2459958 RF_ok 100.00% 0.00% 0.00% 0.00% - - 56.782394 2.660483 1.219750 -1.457299 5.982808 -0.910749 -1.356129 0.327593 0.3499 0.6076 0.4218 nan nan
2459957 RF_ok 100.00% 24.32% 0.00% 0.00% - - 58.886212 2.574931 1.127304 -1.295116 8.131795 -0.780919 -1.421683 0.228290 0.2555 0.6117 0.4858 nan nan
2459956 RF_ok 100.00% 9.41% 0.00% 0.00% - - 63.047265 4.396858 0.782510 -1.135023 8.694293 -0.753643 4.397977 -1.006486 0.3642 0.6474 0.4163 nan nan
2459955 RF_ok 100.00% 22.04% 0.00% 0.00% - - 54.799857 2.155971 1.031593 -1.204635 6.912785 -0.740191 -1.505164 0.208704 0.2622 0.6103 0.4887 nan nan
2459954 RF_ok 100.00% 26.47% 0.00% 0.00% - - 60.781888 2.619823 1.229250 -0.958988 7.062235 -0.708495 -1.886927 0.307704 0.2601 0.6118 0.4971 nan nan
2459953 RF_ok 100.00% 22.69% 0.00% 0.00% - - 59.306585 2.480215 1.207912 -1.185203 9.453950 -0.923845 -1.225606 -0.003238 0.2731 0.6175 0.4853 nan nan
2459952 RF_ok 100.00% 1.46% 0.00% 0.00% - - 63.710065 2.672812 1.315874 -1.038488 5.016933 -0.609034 -1.706070 0.002841 0.2827 0.6230 0.4911 nan nan
2459951 RF_ok 100.00% 0.00% 0.00% 0.00% - - 49.282867 1.919436 1.006736 -1.284258 8.025914 -0.562098 -1.123381 -0.602261 0.3244 0.6337 0.4641 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 51.893177 2.471372 1.186103 -1.114015 8.084833 -0.708445 0.544471 -0.539976 0.3395 0.6326 0.4579 nan nan
2459949 RF_ok 100.00% 0.00% 0.00% 0.00% - - 64.439264 2.329834 0.923696 -1.537424 6.036416 -0.678210 -1.477002 -0.615040 0.2750 0.6202 0.4908 nan nan
2459948 RF_ok 100.00% 0.00% 0.00% 0.00% - - 61.774841 2.197752 1.016794 -2.009536 5.632108 -0.228270 -0.059994 -0.532671 0.3062 0.6478 0.4847 nan nan
2459947 RF_ok 100.00% 3.84% 0.00% 0.00% - - 61.897503 2.273975 0.560010 -1.655491 6.194771 -0.555749 3.000388 -0.430742 0.3212 0.6432 0.4791 nan nan
2459946 RF_ok 100.00% 15.94% 0.00% 0.00% - - 60.379700 2.260668 0.676743 -1.660410 7.689215 -0.408591 -1.104247 0.605328 0.2716 0.6240 0.4881 nan nan
2459945 RF_ok 100.00% 0.97% 0.00% 0.00% - - 57.586299 2.208606 0.453123 -1.666262 5.957151 -0.127467 -1.243141 -0.188644 0.2787 0.6300 0.4926 nan nan
2459944 RF_ok 100.00% 10.97% 0.00% 0.00% - - 57.305689 2.111991 0.559371 -1.632624 4.914433 -0.216276 -1.151068 -0.291280 0.2836 0.6343 0.4905 nan nan
2459943 RF_ok 100.00% 5.46% 0.00% 0.00% - - 52.592987 1.672595 0.594444 -1.478930 4.725181 0.151746 -0.877506 -0.592393 0.2796 0.6417 0.5011 nan nan
2459942 RF_ok 100.00% 0.11% 0.00% 0.00% - - 61.044216 2.342144 0.680784 -1.604344 4.325577 -0.028899 4.162947 -0.436276 0.3125 0.6347 0.4796 nan nan
2459941 RF_ok 100.00% 11.19% 0.00% 0.00% - - 56.939823 2.679607 0.753196 -1.570030 7.826212 0.057167 0.545306 1.687844 0.3054 0.6188 0.4700 nan nan
2459940 RF_ok 100.00% 8.05% 0.00% 0.00% - - 60.428995 2.083364 0.463379 -1.644257 6.355719 0.165223 -0.995545 0.483650 0.2708 0.6251 0.5037 nan nan
2459939 RF_ok 100.00% 1.62% 0.00% 0.00% - - 57.854999 1.938698 0.521012 -1.524194 5.240875 0.035046 -0.902489 -0.564015 0.2885 0.6338 0.4981 nan nan
2459938 RF_ok 100.00% 0.00% 0.00% 0.00% - - 50.263780 2.031742 0.691400 -1.536889 4.827031 -0.420312 -0.966915 0.181489 0.3664 0.6367 0.4607 nan nan
2459937 RF_ok 100.00% 0.27% 0.00% 0.00% - - 58.708178 2.362354 0.581607 -1.725253 5.725195 -0.289343 1.498384 -0.418635 0.3166 0.6530 0.4846 nan nan
2459936 RF_ok 100.00% 0.00% 0.00% 0.00% - - 49.551941 2.501075 1.231730 -1.872487 12.964618 -0.198197 4.846979 -1.292421 0.5586 0.7730 0.3278 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 60.769247 13.410694 0.565890 -1.239744 7.983730 2.064088 -0.461545 0.652480 0.2388 0.5395 0.4138 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 78.251563 19.781531 0.689220 -0.802757 6.515175 -0.081106 -0.664309 -0.561183 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 63.590844 15.966472 0.783519 -0.795378 8.662171 -0.660425 0.488189 -0.400254 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 69.969748 18.338894 0.635936 -0.769775 3.521618 -0.132725 -1.212419 0.228724 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 66.344710 17.259430 0.807224 -0.857647 5.075931 -0.378714 -1.208583 -0.446570 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 58.795113 15.349478 0.725455 -0.815013 5.195988 -0.464551 -0.625534 -0.337945 nan nan nan nan nan
2459929 RF_ok 100.00% 0.11% 0.00% 0.00% - - 72.516887 1.933612 0.320302 -1.592689 0.897934 -1.177310 0.488720 -0.854706 0.5305 0.7160 0.2948 nan nan
2459928 RF_ok 100.00% 5.51% 0.00% 0.00% - - 54.770087 2.387655 0.648660 -2.000648 6.038644 -0.604273 -0.533993 0.154240 0.2914 0.6286 0.4812 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 58.393630 2.114957 0.400998 -1.571173 1.703763 -0.456624 -1.032613 -0.619390 0.2398 0.5661 0.4258 nan nan
2459926 RF_ok 100.00% 0.00% 0.00% 0.00% - - 51.570240 1.858973 -0.048854 -1.544455 0.657624 -1.235939 -0.038572 -1.426742 0.5246 0.7749 0.3793 nan nan
2459925 RF_ok 100.00% 5.68% 0.00% 0.00% - - 45.206616 2.922119 0.128548 -1.991612 4.058255 0.192931 1.485927 -1.331549 0.5065 0.7427 0.3644 nan nan
2459924 RF_ok 100.00% 18.49% 0.00% 0.00% - - 66.440941 2.483253 0.377936 -2.031041 5.453701 -1.650516 -0.143864 -1.571127 0.2791 0.6524 0.5050 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 62.914979 2.313190 0.439214 -1.856371 6.047961 -1.228451 1.685419 -1.591220 0.3931 0.6968 0.4507 nan nan
2459922 RF_ok 100.00% 18.48% 0.00% 0.00% - - 60.243061 2.490456 0.703310 -1.343740 10.046618 -0.574601 4.154401 -0.019229 0.2681 0.6217 0.5128 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% - - 218.820671 219.132932 inf inf 3727.353883 3683.107990 10007.927092 9764.993133 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% - - 207.150534 206.922816 inf inf 3608.966622 3769.025435 8624.701981 8615.198097 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% - - 235.347199 234.837861 inf inf 4027.577061 3998.954243 8002.040273 7842.181000 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% - - 225.155041 225.267820 inf inf 4502.214875 4506.092986 4593.657439 4545.481343 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% - - 203.238182 203.069080 inf inf 3188.389435 3192.294975 5616.551515 5692.331367 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% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459897 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_ok 100.00% 100.00% 100.00% 0.00% - - 189.530444 189.527622 inf inf 4708.814867 4788.750703 762.230173 784.379026 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% - - 270.337151 270.677656 inf inf 5682.265256 5684.679884 11534.047515 11364.268281 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% - - 212.594527 212.414785 inf inf 6446.519418 6422.996096 7076.903623 6994.323730 nan nan nan nan nan
2459890 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459889 RF_ok 100.00% 100.00% 100.00% 0.00% - - 225.078230 225.684463 inf inf 7664.772609 7630.195952 11146.099394 11005.915161 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% - - 263.900116 262.948964 inf inf 7090.357174 6585.263795 7640.194530 6757.739134 nan nan nan nan nan
2459886 RF_ok 100.00% 0.00% 0.00% 0.00% - - 67.139166 2.193400 0.966401 -1.266533 4.499697 -1.922764 0.706760 -1.329397 0.5085 0.7262 0.3839 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 87.631171 4.607163 21.100987 14.076697 17.839307 3.632187 10.233127 2.668044 0.4197 0.6857 0.4546 nan nan
2459884 RF_ok 100.00% 12.32% 0.00% 0.00% - - 59.300874 1.661238 1.044944 -1.410797 6.742223 -1.843504 -1.640932 -0.539303 0.2989 0.6359 0.5114 nan nan
2459883 RF_ok 100.00% 0.00% 0.00% 0.00% - - 74.812579 3.949004 17.904035 12.675332 7.329061 1.588619 -2.950310 -0.063335 0.3127 0.6424 0.5033 nan nan
2459882 RF_ok 100.00% 1.19% 0.00% 0.00% - - 123.983422 6.716626 21.030133 13.787316 10.119913 2.315532 -0.779697 0.098488 0.3125 0.6405 0.4957 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 72.645495 3.758335 23.366319 16.332532 20.363668 3.700787 -0.141172 2.956833 0.3852 0.6976 0.4441 nan nan
2459880 RF_ok 100.00% 2.49% 0.00% 0.00% - - 86.427920 4.460188 18.875874 13.135513 6.289404 1.887982 -1.323183 -0.340150 0.2998 0.6436 0.5150 nan nan
2459879 RF_ok 100.00% 16.00% 0.00% 0.00% - - 52.302463 1.169392 -0.422166 -2.302923 1.144437 -1.374656 -1.577414 -0.152431 0.2881 0.6418 0.5277 nan nan
2459878 RF_ok 100.00% 4.24% 0.00% 0.00% - - 77.108175 4.331406 23.116697 16.634475 10.612386 2.829804 -2.158089 2.229761 0.3007 0.6463 0.5159 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% 100.00% 100.00% 0.00% 100.00% 0.00% 55.788236 55.590183 inf inf 7670.741133 7670.650241 21905.104229 21904.300286 nan nan nan 0.000000 0.000000
2459829 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.466071 60.389495 inf inf 3871.898934 3872.438703 31973.710255 31976.720790 nan nan nan 0.000000 0.000000
2459828 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.595445 45.542052 inf inf 6293.529991 6293.485571 38429.016588 38433.183645 nan nan nan 0.000000 0.000000
2459827 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.023261 45.991754 inf inf 3068.091353 3268.481292 8735.725257 8761.637481 nan nan nan 0.000000 0.000000
2459826 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.510739 44.295447 inf inf 7631.258157 7631.056814 23697.287746 23696.697636 nan nan nan 0.000000 0.000000
2459825 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.549257 43.288469 inf inf 4152.077441 4151.844675 3494.666335 3494.408459 nan nan nan 0.000000 0.000000
2459824 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.680304 38.779115 inf inf 4373.263182 4463.904193 12469.328058 12468.554783 nan nan nan 0.000000 0.000000
2459823 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
2459822 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 42.270303 42.069562 inf inf 3894.591245 3894.222900 5114.303393 5112.708796 nan nan nan 0.000000 0.000000
2459821 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.220001 47.235467 inf inf 3412.023252 3411.982985 2628.970678 2629.161475 nan nan nan 0.000000 0.000000
2459820 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.077693 45.993064 inf inf 6647.938033 6656.182941 20986.186691 20983.913969 nan nan nan 0.000000 0.000000
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% 100.00% 100.00% 0.00% 100.00% 0.00% 36.786712 37.327959 inf inf 5972.858057 5972.602973 27177.202987 27176.083367 nan nan nan 0.000000 0.000000
2459815 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 39.006964 39.242074 inf inf 4554.766296 4554.500720 25177.921936 25179.314191 nan nan nan 0.000000 0.000000
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 243: 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
243 N19 RF_ok ee Shape 61.739991 61.739991 2.301881 0.793907 -1.532178 7.624674 -0.910207 -1.198349 -0.455370

Antenna 243: 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
243 N19 RF_ok ee Shape 57.495798 57.495798 2.192340 0.855617 -1.542931 7.283924 -0.714751 -1.479892 -0.611412

Antenna 243: 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
243 N19 RF_ok ee Shape 58.010773 58.010773 2.131839 0.842424 -1.578309 4.625996 -0.546802 -0.562662 -0.222470

Antenna 243: 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
243 N19 RF_ok ee Shape 58.223342 58.223342 2.315017 1.037628 -1.297369 8.235456 -0.219792 0.613006 1.315166

Antenna 243: 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
243 N19 RF_ok ee Shape 56.486614 56.486614 2.196902 0.933218 -1.355351 8.970589 -0.853780 -1.199312 -0.282749

Antenna 243: 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
243 N19 RF_ok ee Shape 60.827590 2.522837 60.827590 -1.265157 1.100285 -0.985682 7.448109 -0.549092 -1.756360

Antenna 243: 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
243 N19 RF_ok ee Shape 60.955015 60.955015 2.279447 0.993125 -1.180453 8.350817 -0.893585 -1.180397 -0.712885

Antenna 243: 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
243 N19 RF_ok ee Shape 33.432880 33.432880 4.246768 0.544713 -1.155652 9.302067 -0.366453 3.512025 -0.981421

Antenna 243: 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
243 N19 RF_ok ee Shape 60.421772 60.421772 2.393213 1.198733 -1.165961 10.768211 -1.258341 0.333885 -0.423418

Antenna 243: 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
243 N19 RF_ok ee Shape 66.051394 2.720102 66.051394 -1.283349 1.131144 -0.818279 8.701002 0.137180 -0.458376

Antenna 243: 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
243 N19 RF_ok ee Shape 61.051196 2.422177 61.051196 -1.291309 0.988926 -0.345155 5.921638 -0.169997 -0.279653

Antenna 243: 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
243 N19 RF_ok ee Shape 69.291291 2.716011 69.291291 -1.689345 1.129576 -1.273517 6.403097 -1.336267 0.808341

Antenna 243: 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
243 N19 RF_ok ee Shape 67.268836 4.662106 67.268836 -1.298008 0.561833 -0.305787 9.311932 -1.129286 3.317615

Antenna 243: 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
243 N19 RF_ok ee Shape 66.604098 2.570957 66.604098 -1.420153 1.098695 -0.764963 7.329006 -0.857910 0.541308

Antenna 243: 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
243 N19 RF_ok ee Shape 60.604824 60.604824 2.630928 1.173549 -1.770525 5.482773 -0.924078 -1.216529 0.856933

Antenna 243: 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
243 N19 RF_ok ee Shape 56.782394 2.660483 56.782394 -1.457299 1.219750 -0.910749 5.982808 0.327593 -1.356129

Antenna 243: 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
243 N19 RF_ok ee Shape 58.886212 2.574931 58.886212 -1.295116 1.127304 -0.780919 8.131795 0.228290 -1.421683

Antenna 243: 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
243 N19 RF_ok ee Shape 63.047265 4.396858 63.047265 -1.135023 0.782510 -0.753643 8.694293 -1.006486 4.397977

Antenna 243: 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
243 N19 RF_ok ee Shape 54.799857 54.799857 2.155971 1.031593 -1.204635 6.912785 -0.740191 -1.505164 0.208704

Antenna 243: 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
243 N19 RF_ok ee Shape 60.781888 2.619823 60.781888 -0.958988 1.229250 -0.708495 7.062235 0.307704 -1.886927

Antenna 243: 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
243 N19 RF_ok ee Shape 59.306585 2.480215 59.306585 -1.185203 1.207912 -0.923845 9.453950 -0.003238 -1.225606

Antenna 243: 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
243 N19 RF_ok ee Shape 63.710065 2.672812 63.710065 -1.038488 1.315874 -0.609034 5.016933 0.002841 -1.706070

Antenna 243: 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
243 N19 RF_ok ee Shape 49.282867 1.919436 49.282867 -1.284258 1.006736 -0.562098 8.025914 -0.602261 -1.123381

Antenna 243: 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
243 N19 RF_ok ee Shape 51.893177 2.471372 51.893177 -1.114015 1.186103 -0.708445 8.084833 -0.539976 0.544471

Antenna 243: 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
243 N19 RF_ok ee Shape 64.439264 64.439264 2.329834 0.923696 -1.537424 6.036416 -0.678210 -1.477002 -0.615040

Antenna 243: 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
243 N19 RF_ok ee Shape 61.774841 61.774841 2.197752 1.016794 -2.009536 5.632108 -0.228270 -0.059994 -0.532671

Antenna 243: 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
243 N19 RF_ok ee Shape 61.897503 2.273975 61.897503 -1.655491 0.560010 -0.555749 6.194771 -0.430742 3.000388

Antenna 243: 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
243 N19 RF_ok ee Shape 60.379700 2.260668 60.379700 -1.660410 0.676743 -0.408591 7.689215 0.605328 -1.104247

Antenna 243: 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
243 N19 RF_ok ee Shape 57.586299 2.208606 57.586299 -1.666262 0.453123 -0.127467 5.957151 -0.188644 -1.243141

Antenna 243: 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
243 N19 RF_ok ee Shape 57.305689 57.305689 2.111991 0.559371 -1.632624 4.914433 -0.216276 -1.151068 -0.291280

Antenna 243: 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
243 N19 RF_ok ee Shape 52.592987 1.672595 52.592987 -1.478930 0.594444 0.151746 4.725181 -0.592393 -0.877506

Antenna 243: 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
243 N19 RF_ok ee Shape 61.044216 2.342144 61.044216 -1.604344 0.680784 -0.028899 4.325577 -0.436276 4.162947

Antenna 243: 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
243 N19 RF_ok ee Shape 56.939823 2.679607 56.939823 -1.570030 0.753196 0.057167 7.826212 1.687844 0.545306

Antenna 243: 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
243 N19 RF_ok ee Shape 60.428995 2.083364 60.428995 -1.644257 0.463379 0.165223 6.355719 0.483650 -0.995545

Antenna 243: 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
243 N19 RF_ok ee Shape 57.854999 1.938698 57.854999 -1.524194 0.521012 0.035046 5.240875 -0.564015 -0.902489

Antenna 243: 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
243 N19 RF_ok ee Shape 50.263780 2.031742 50.263780 -1.536889 0.691400 -0.420312 4.827031 0.181489 -0.966915

Antenna 243: 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
243 N19 RF_ok ee Shape 58.708178 58.708178 2.362354 0.581607 -1.725253 5.725195 -0.289343 1.498384 -0.418635

Antenna 243: 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
243 N19 RF_ok ee Shape 49.551941 49.551941 2.501075 1.231730 -1.872487 12.964618 -0.198197 4.846979 -1.292421

Antenna 243: 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
243 N19 RF_ok ee Shape 60.769247 13.410694 60.769247 -1.239744 0.565890 2.064088 7.983730 0.652480 -0.461545

Antenna 243: 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
243 N19 RF_ok ee Shape 78.251563 78.251563 19.781531 0.689220 -0.802757 6.515175 -0.081106 -0.664309 -0.561183

Antenna 243: 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
243 N19 RF_ok ee Shape 63.590844 15.966472 63.590844 -0.795378 0.783519 -0.660425 8.662171 -0.400254 0.488189

Antenna 243: 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
243 N19 RF_ok ee Shape 69.969748 18.338894 69.969748 -0.769775 0.635936 -0.132725 3.521618 0.228724 -1.212419

Antenna 243: 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
243 N19 RF_ok ee Shape 66.344710 66.344710 17.259430 0.807224 -0.857647 5.075931 -0.378714 -1.208583 -0.446570

Antenna 243: 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
243 N19 RF_ok ee Shape 58.795113 58.795113 15.349478 0.725455 -0.815013 5.195988 -0.464551 -0.625534 -0.337945

Antenna 243: 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
243 N19 RF_ok ee Shape 72.516887 1.933612 72.516887 -1.592689 0.320302 -1.177310 0.897934 -0.854706 0.488720

Antenna 243: 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
243 N19 RF_ok ee Shape 54.770087 2.387655 54.770087 -2.000648 0.648660 -0.604273 6.038644 0.154240 -0.533993

Antenna 243: 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
243 N19 RF_ok ee Shape 58.393630 2.114957 58.393630 -1.571173 0.400998 -0.456624 1.703763 -0.619390 -1.032613

Antenna 243: 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
243 N19 RF_ok ee Shape 51.570240 1.858973 51.570240 -1.544455 -0.048854 -1.235939 0.657624 -1.426742 -0.038572

Antenna 243: 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
243 N19 RF_ok ee Shape 45.206616 45.206616 2.922119 0.128548 -1.991612 4.058255 0.192931 1.485927 -1.331549

Antenna 243: 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
243 N19 RF_ok ee Shape 66.440941 66.440941 2.483253 0.377936 -2.031041 5.453701 -1.650516 -0.143864 -1.571127

Antenna 243: 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
243 N19 RF_ok ee Shape 62.914979 2.313190 62.914979 -1.856371 0.439214 -1.228451 6.047961 -1.591220 1.685419

Antenna 243: 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
243 N19 RF_ok ee Shape 60.243061 2.490456 60.243061 -1.343740 0.703310 -0.574601 10.046618 -0.019229 4.154401

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Power inf 219.132932 218.820671 inf inf 3683.107990 3727.353883 9764.993133 10007.927092

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Power inf 207.150534 206.922816 inf inf 3608.966622 3769.025435 8624.701981 8615.198097

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Power inf 234.837861 235.347199 inf inf 3998.954243 4027.577061 7842.181000 8002.040273

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Power inf 225.267820 225.155041 inf inf 4506.092986 4502.214875 4545.481343 4593.657439

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Power inf 203.069080 203.238182 inf inf 3192.294975 3188.389435 5692.331367 5616.551515

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Power inf 189.530444 189.527622 inf inf 4708.814867 4788.750703 762.230173 784.379026

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Power inf 270.337151 270.677656 inf inf 5682.265256 5684.679884 11534.047515 11364.268281

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Power inf 212.594527 212.414785 inf inf 6446.519418 6422.996096 7076.903623 6994.323730

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Power inf 225.078230 225.684463 inf inf 7664.772609 7630.195952 11146.099394 11005.915161

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok nn Power inf 262.948964 263.900116 inf inf 6585.263795 7090.357174 6757.739134 7640.194530

Antenna 243: 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
243 N19 RF_ok ee Shape 67.139166 67.139166 2.193400 0.966401 -1.266533 4.499697 -1.922764 0.706760 -1.329397

Antenna 243: 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
243 N19 RF_ok ee Shape 87.631171 4.607163 87.631171 14.076697 21.100987 3.632187 17.839307 2.668044 10.233127

Antenna 243: 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
243 N19 RF_ok ee Shape 59.300874 1.661238 59.300874 -1.410797 1.044944 -1.843504 6.742223 -0.539303 -1.640932

Antenna 243: 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
243 N19 RF_ok ee Shape 74.812579 3.949004 74.812579 12.675332 17.904035 1.588619 7.329061 -0.063335 -2.950310

Antenna 243: 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
243 N19 RF_ok ee Shape 123.983422 6.716626 123.983422 13.787316 21.030133 2.315532 10.119913 0.098488 -0.779697

Antenna 243: 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
243 N19 RF_ok ee Shape 72.645495 3.758335 72.645495 16.332532 23.366319 3.700787 20.363668 2.956833 -0.141172

Antenna 243: 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
243 N19 RF_ok ee Shape 86.427920 4.460188 86.427920 13.135513 18.875874 1.887982 6.289404 -0.340150 -1.323183

Antenna 243: 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
243 N19 RF_ok ee Shape 52.302463 1.169392 52.302463 -2.302923 -0.422166 -1.374656 1.144437 -0.152431 -1.577414

Antenna 243: 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
243 N19 RF_ok ee Shape 77.108175 4.331406 77.108175 16.634475 23.116697 2.829804 10.612386 2.229761 -2.158089

Antenna 243: 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
243 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 243: 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
243 N19 RF_ok ee Power inf 55.788236 55.590183 inf inf 7670.741133 7670.650241 21905.104229 21904.300286

Antenna 243: 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
243 N19 RF_ok nn Power inf 60.389495 60.466071 inf inf 3872.438703 3871.898934 31976.720790 31973.710255

Antenna 243: 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
243 N19 RF_ok nn Power inf 45.542052 45.595445 inf inf 6293.485571 6293.529991 38433.183645 38429.016588

Antenna 243: 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
243 N19 RF_ok ee Power inf 46.023261 45.991754 inf inf 3068.091353 3268.481292 8735.725257 8761.637481
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