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 = "139"
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 139 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 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 156 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 139, Node N13:

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)
2459976 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.909939 -0.058542 1.467250 -1.012742 0.912279 -1.028725 -0.712418 -0.094504 0.6159 0.6227 0.3715 nan nan
2459975 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.948239 -0.133374 1.425190 -1.007388 1.200337 -1.124369 -0.833615 -0.280837 0.6195 0.6284 0.3790 nan nan
2459974 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.985410 -0.133717 1.490633 -1.050543 1.044974 -1.051525 -1.046736 -0.275039 0.6241 0.6322 0.3787 nan nan
2459973 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.046531 -0.235037 1.464634 -1.192534 0.770636 -0.878571 -0.655997 0.441927 0.6324 0.6398 0.3780 nan nan
2459972 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.806252 -0.191396 1.769757 -0.670489 0.998346 -0.713788 -1.017669 -0.234579 0.6167 0.6229 0.3772 nan nan
2459971 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.739262 -0.206119 1.616355 -0.775517 1.106804 -0.865844 -0.336032 -0.044347 0.6200 0.6275 0.3779 nan nan
2459970 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.153176 -0.120620 1.838022 -0.714445 1.247626 -0.489997 -1.812092 -0.677983 0.6242 0.6306 0.3780 nan nan
2459969 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.319164 -0.218572 1.610660 -0.764198 1.191791 -1.160461 0.179264 0.328511 0.6318 0.6390 0.3796 nan nan
2459968 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.175580 1.434534 2.079232 -0.617440 1.405133 -0.897381 1.636139 -0.958770 0.7293 0.7402 0.2618 nan nan
2459967 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.674543 -0.314056 2.035785 -0.542276 1.150360 -0.411583 -1.167391 -0.552731 0.6280 0.6317 0.3734 nan nan
2459966 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.771161 -0.147713 2.025005 -0.673470 1.083169 -0.335418 0.056485 0.321500 0.6272 0.6313 0.3736 nan nan
2459965 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.668652 -0.289365 1.731607 -0.751563 0.800365 -1.207947 -0.318573 -0.347918 0.6344 0.6384 0.3627 nan nan
2459964 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.073616 -0.219416 1.791441 -0.894840 0.831853 -1.382586 0.718918 -0.745709 0.6759 0.6785 0.3170 nan nan
2459963 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.268845 -0.460182 1.600326 -0.695377 0.163418 -0.592178 0.673814 -0.638940 0.7029 0.7018 0.2506 nan nan
2459962 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.225493 -0.271118 1.648476 -0.977350 0.601612 5.234397 0.370327 -0.560167 0.6696 0.6769 0.3305 nan nan
2459961 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.449785 0.672259 1.792800 -0.822875 0.044497 -2.650218 1.209434 -1.278290 0.7418 0.7371 0.2298 nan nan
2459960 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.029821 -0.592841 1.887448 -0.753554 0.191434 -1.138145 -0.265795 -1.204187 0.6558 0.6527 0.3150 nan nan
2459959 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.022441 -1.106143 1.702925 -1.226896 0.623584 -0.835721 -1.146913 -0.099222 0.6248 0.6259 0.3634 nan nan
2459958 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.100067 -0.682948 1.819078 -0.743277 0.720417 -1.117890 -1.474362 -0.736245 0.6320 0.6321 0.3693 nan nan
2459957 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.361196 -0.306479 1.886327 -0.635766 0.911854 -0.992318 -1.855295 -1.084970 0.6291 0.6336 0.3780 nan nan
2459956 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.554097 0.665497 2.069287 -0.559040 1.414224 -0.861828 1.278107 -1.533504 0.6655 0.6649 0.3143 nan nan
2459955 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.192703 -0.525171 1.751493 -0.574580 0.880381 -0.784459 -1.141217 -0.265249 0.6261 0.6331 0.3790 nan nan
2459954 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.734289 -0.383632 2.017265 -0.415125 0.667005 -0.346633 -2.109288 -0.798298 0.6252 0.6332 0.3871 nan nan
2459953 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.724442 -0.392803 1.962735 -0.596174 0.949025 -0.390165 -0.776955 -0.209141 0.6226 0.6308 0.3901 nan nan
2459952 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.076186 -0.453844 2.065518 -0.541329 0.615662 -0.744709 -2.237088 -1.059143 0.6323 0.6415 0.3888 nan nan
2459951 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.862505 -0.441504 1.506794 -0.932465 0.487039 -1.077546 -1.855029 0.318565 0.6412 0.6527 0.3882 nan nan
2459950 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.568266 -0.260993 1.662445 -0.821263 0.801415 -0.831132 -1.035193 0.835571 0.6408 0.6504 0.3931 nan nan
2459949 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.953447 -0.605069 1.492654 -1.157240 0.312687 -0.392038 0.350450 0.544282 0.6315 0.6353 0.3917 nan nan
2459948 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.936661 -0.356305 1.891671 -1.569350 0.493368 5.004344 -0.652847 2.291031 0.6585 0.6691 0.3694 nan nan
2459947 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.435337 -0.663805 1.088659 -1.136356 -0.288537 -1.200005 -0.061103 -0.310985 0.6627 0.6590 0.3630 nan nan
2459946 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.726721 -0.504690 1.418774 -1.245395 0.478848 -0.905400 -2.033950 -1.324261 0.6297 0.6442 0.3813 nan nan
2459945 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.754980 -0.372416 1.021891 -1.427899 1.084871 -0.935035 -1.620015 -0.821458 0.6362 0.6495 0.3828 nan nan
2459944 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.604700 -0.564501 1.148745 -1.323772 0.434118 -1.095434 -1.270609 -0.241754 0.6403 0.6547 0.3820 nan nan
2459943 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.717413 -0.687526 1.178660 -1.184548 0.623471 -0.877999 -0.994239 0.058573 0.6394 0.6593 0.3891 nan nan
2459942 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.054204 -0.606242 1.255463 -1.194261 0.892689 -0.912850 0.701592 0.681546 0.6413 0.6511 0.3762 nan nan
2459941 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.668691 -0.189325 1.328725 -1.207099 0.290384 -0.740017 -1.440592 -0.064878 0.6366 0.6405 0.3961 nan nan
2459940 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.499394 -0.363703 1.009881 -1.530538 -0.372790 -0.991450 -1.924408 -0.600046 0.6466 0.6488 0.3914 nan nan
2459939 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.630804 -0.544857 1.031948 -1.273362 -0.186856 -1.101105 -1.252692 -0.304775 0.6488 0.6521 0.3930 nan nan
2459938 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.926542 -0.258336 1.214637 -1.190030 -0.181433 -1.049792 0.217097 0.954422 0.6494 0.6564 0.3876 nan nan
2459937 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.576073 -0.365864 1.136421 -1.300959 0.369727 -1.332213 -0.812266 -1.286329 0.6666 0.6783 0.3641 nan nan
2459936 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.069385 -0.314228 1.505052 -1.167118 -0.107498 -1.127831 0.714804 -1.869255 0.7711 0.7791 0.2093 nan nan
2459935 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.725693 0.009560 1.582402 -1.025798 0.170023 -1.272115 -1.791100 -1.129982 0.6578 0.6587 0.3825 nan nan
2459934 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.416625 0.040310 1.930189 -0.587954 0.892400 -0.724141 -1.021503 0.001220 0.6654 0.6705 0.3869 nan nan
2459933 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.108727 -0.105683 2.070028 -0.535861 1.000602 -0.858846 -0.573814 0.111794 0.6654 0.6743 0.3890 nan nan
2459932 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.084447 -0.366368 1.869378 -0.703780 0.433230 -0.955247 -2.438004 -0.727847 0.5976 0.6066 0.3331 nan nan
2459931 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.129779 -0.194319 1.961796 -0.700366 0.094074 -1.455264 -1.633701 -0.230404 0.6739 0.6799 0.3753 nan nan
2459930 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.918038 -0.132932 1.827053 -0.760683 0.067272 12.675868 -0.808087 6.957672 0.6690 0.6690 0.3839 nan nan
2459929 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.179573 1.395430 0.672897 -1.327764 -0.297084 -1.398180 -0.108478 -1.179654 0.7622 0.7626 0.2300 nan nan
2459928 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.518208 -0.458579 1.305343 -1.429654 -0.154541 -1.702642 -1.292697 -0.274209 0.6460 0.6515 0.3848 nan nan
2459927 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.561300 -0.640972 1.004880 -1.263420 -0.683538 -0.112067 -0.967603 -0.849932 0.5958 0.5979 0.3319 nan nan
2459926 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.398554 0.007545 -0.183679 -1.919365 -1.207054 -1.624818 -0.902586 -1.964150 0.7776 0.7996 0.2121 nan nan
2459925 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.676691 0.194197 0.767240 -1.876426 -1.617490 -2.097507 -0.574512 -1.694660 0.7476 0.7322 0.2483 nan nan
2459924 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.590251 -0.604862 0.687181 -1.716714 -0.675784 -2.117746 -0.626582 -1.461885 0.6664 0.6778 0.3719 nan nan
2459923 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.040913 -0.200283 1.020555 -1.757764 -0.412572 -2.147570 -0.117623 -2.146739 0.7046 0.7123 0.3401 nan nan
2459922 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.536530 -0.272545 1.421871 -0.854364 0.470238 -1.800684 -1.343350 -0.827369 0.6603 0.6668 0.3885 nan nan
2459921 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.725320 -0.546379 0.881786 -1.240546 -0.217883 -1.092660 -1.607671 0.448419 0.6632 0.6642 0.4014 nan nan
2459919 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.234920 -0.451122 1.346275 -0.834141 -0.187940 -1.449928 -1.356334 0.797500 0.6548 0.6609 0.3824 nan nan
2459918 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.474193 -0.295296 1.463699 -0.753760 0.398535 -1.512222 -0.356285 1.158511 0.6693 0.6749 0.3853 nan nan
2459917 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.519669 -0.528212 1.330777 -1.098310 -0.711444 -0.940119 -0.609171 1.244493 0.7048 0.7085 0.4404 nan nan
2459916 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.142399 -0.415912 1.094318 -1.049521 0.337163 -1.608099 -1.564191 0.338901 0.6687 0.6783 0.3890 nan nan
2459915 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.768968 -0.615347 1.620266 -0.908040 0.469968 -1.262703 -0.879172 -0.563970 0.7018 0.7021 0.3556 nan nan
2459914 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.696075 -0.466682 1.919672 -1.101722 0.045254 14.393061 0.955744 4.202137 0.7192 0.7245 0.3124 nan nan
2459913 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.879478 -0.087937 1.601212 -0.964191 0.695956 -1.323277 -1.172795 -0.997519 0.6839 0.6756 0.3923 nan nan
2459912 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.601974 -0.168411 1.232105 -1.349118 -0.136283 -1.868302 -1.976346 -0.738307 0.6608 0.6709 0.3934 nan nan
2459911 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.688016 -0.448417 1.308061 -1.121475 0.610491 -1.426869 -1.100981 0.097453 0.6617 0.6738 0.3974 nan nan
2459910 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.816683 -0.439587 1.227277 -1.143887 0.391249 -1.616808 -1.242933 0.054773 0.6657 0.6771 0.3946 nan nan
2459909 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.851021 -0.426252 1.007887 -1.352571 0.433009 -1.510099 -0.969887 0.359552 0.6629 0.6739 0.3946 nan nan
2459908 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.956028 -0.392821 1.035498 -1.256695 0.143918 -1.945770 -0.952505 0.671221 0.6684 0.6837 0.3895 nan nan
2459907 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.867183 -0.382973 1.150057 -1.329743 0.198318 -1.966986 -1.081995 0.373867 0.6642 0.6799 0.3901 nan nan
2459906 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.923073 -0.478132 1.698502 -0.837639 0.050776 -1.397337 -1.919264 -0.060807 0.6573 0.6742 0.3897 nan nan
2459905 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.785346 -0.418440 1.473310 -0.911140 0.001070 -2.687740 -1.064044 0.946392 0.6391 0.6585 0.4003 nan nan
2459904 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.664505 -0.397670 1.839685 -0.805999 0.111966 -1.749606 -2.507286 -0.903639 0.6419 0.6576 0.3920 nan nan
2459903 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.899942 -0.507525 1.481040 -1.012120 0.005468 -1.571111 -2.479072 -0.491568 0.6434 0.6593 0.3985 nan nan
2459902 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.102141 -0.426472 1.735414 -0.723126 0.119337 -1.642205 -1.136445 0.391488 0.6503 0.6611 0.3900 nan nan
2459901 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.820260 -0.653885 1.179851 -1.239413 0.128667 -1.840902 -1.374137 0.702573 0.6708 0.6775 0.3834 nan nan
2459900 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.881492 -0.915273 1.204730 -1.187417 0.407789 -1.372643 -1.502759 -0.159593 0.6128 0.6351 0.3257 nan nan
2459898 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.635892 -0.530180 1.294457 -1.210803 -0.374417 -1.978358 -2.224105 -0.421961 0.6633 0.6748 0.3850 nan nan
2459897 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.847484 -0.603145 1.648034 -1.021667 0.110690 -2.277754 -1.921893 -0.058459 0.6599 0.6638 0.3918 nan nan
2459896 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.913316 -0.760747 1.466443 -0.983651 -0.479917 -2.414884 -0.842424 0.808513 0.6590 0.6651 0.3907 nan nan
2459895 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.077937 -0.682103 2.099340 -0.678765 1.146267 -2.594475 1.344470 -1.950469 0.7370 0.7318 0.2835 nan nan
2459894 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.498590 -0.896900 1.510893 -0.963211 0.327504 -2.261655 -1.342787 -0.535471 0.6643 0.6599 0.3803 nan nan
2459893 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.933461 -0.663312 1.266810 -1.233859 -0.350564 -1.329583 -1.979634 -0.573008 0.6708 0.6741 0.3763 nan nan
2459892 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.882578 -0.840083 1.531562 -1.253907 0.021124 -2.021384 -1.611158 -0.009045 0.6721 0.6806 0.3754 nan nan
2459891 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.774138 -0.562657 1.877524 -1.083378 -0.167069 -2.257663 -1.744864 -0.270532 0.6669 0.6756 0.3789 nan nan
2459890 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.456446 -0.930828 2.142213 -0.993604 -0.216066 -1.825561 -0.340291 0.357154 0.6687 0.6726 0.3794 nan nan
2459889 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.666827 -0.832117 1.818127 -1.111595 -0.301857 -0.115792 -2.386127 0.705434 0.6760 0.6771 0.3758 nan nan
2459888 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.655561 -0.969339 1.984685 -0.704224 0.387599 -2.573014 -0.159264 -0.693278 0.6883 0.6971 0.3714 nan nan
2459887 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.387007 -0.948639 0.960569 -1.480626 -1.466439 -2.534384 -1.366795 0.164562 0.6750 0.6806 0.3799 nan nan
2459886 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.048954 -1.018577 1.484413 -0.715798 -0.014636 -1.653905 0.065628 -1.318320 0.7433 0.7351 0.3250 nan nan
2459885 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.452148 0.011983 30.563004 17.133711 4.054054 2.747433 9.691072 3.600817 0.7059 0.7027 0.3535 nan nan
2459884 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.441880 1.674202 4.918153 3.414487 4.279715 2.331525 -3.155565 -2.022963 0.6723 0.6850 0.3882 nan nan
2459883 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.764173 4.072724 40.963812 35.699041 5.155861 5.244433 -5.801580 -2.669634 0.6656 0.6861 0.3891 nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.603717 6.462622 48.706503 41.679123 7.465988 7.432229 -2.407451 -0.488427 0.6665 0.6801 0.3827 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.002903 4.055062 54.537059 47.129606 14.796149 14.298215 -5.027361 1.281351 0.7142 0.7366 0.3272 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.570058 4.330927 43.768277 38.030318 4.476612 4.461798 -3.322607 -2.126402 0.6656 0.6874 0.3928 nan nan
2459879 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.172394 0.795421 2.108286 0.759708 -0.431426 -1.563879 -4.344997 -3.254741 0.6504 0.6766 0.4106 nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.292762 4.719113 53.277870 46.488681 7.796675 8.108885 -6.382245 -4.151321 0.6616 0.6882 0.3973 nan nan
2459876 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.651025 3.569726 51.430332 44.034541 9.123131 11.017697 -1.678565 2.793812 0.6960 0.7076 0.3875 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.743167 5.427929 26.537374 22.434743 12.316945 13.265743 -4.909194 -4.143512 0.6885 0.6789 0.3739 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.836192 3.746421 36.046747 30.543727 4.428622 5.636161 -3.344711 -2.668343 0.6915 0.6801 0.3763 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 139: 2459976

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
139 N13 RF_maintenance ee Power 1.467250 -0.058542 0.909939 -1.012742 1.467250 -1.028725 0.912279 -0.094504 -0.712418

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.425190 0.948239 -0.133374 1.425190 -1.007388 1.200337 -1.124369 -0.833615 -0.280837

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.490633 0.985410 -0.133717 1.490633 -1.050543 1.044974 -1.051525 -1.046736 -0.275039

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.464634 1.046531 -0.235037 1.464634 -1.192534 0.770636 -0.878571 -0.655997 0.441927

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.769757 0.806252 -0.191396 1.769757 -0.670489 0.998346 -0.713788 -1.017669 -0.234579

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.616355 0.739262 -0.206119 1.616355 -0.775517 1.106804 -0.865844 -0.336032 -0.044347

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.838022 -0.120620 1.153176 -0.714445 1.838022 -0.489997 1.247626 -0.677983 -1.812092

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.610660 1.319164 -0.218572 1.610660 -0.764198 1.191791 -1.160461 0.179264 0.328511

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.079232 1.175580 1.434534 2.079232 -0.617440 1.405133 -0.897381 1.636139 -0.958770

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.035785 0.674543 -0.314056 2.035785 -0.542276 1.150360 -0.411583 -1.167391 -0.552731

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.025005 -0.147713 0.771161 -0.673470 2.025005 -0.335418 1.083169 0.321500 0.056485

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.731607 -0.289365 0.668652 -0.751563 1.731607 -1.207947 0.800365 -0.347918 -0.318573

Antenna 139: 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
139 N13 RF_maintenance nn Temporal Variability 5.234397 -0.271118 0.225493 -0.977350 1.648476 5.234397 0.601612 -0.560167 0.370327

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.792800 0.672259 0.449785 -0.822875 1.792800 -2.650218 0.044497 -1.278290 1.209434

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.887448 -0.592841 -0.029821 -0.753554 1.887448 -1.138145 0.191434 -1.204187 -0.265795

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.702925 -0.022441 -1.106143 1.702925 -1.226896 0.623584 -0.835721 -1.146913 -0.099222

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.819078 -0.682948 -0.100067 -0.743277 1.819078 -1.117890 0.720417 -0.736245 -1.474362

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.886327 -0.306479 0.361196 -0.635766 1.886327 -0.992318 0.911854 -1.084970 -1.855295

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.069287 0.665497 1.554097 -0.559040 2.069287 -0.861828 1.414224 -1.533504 1.278107

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.751493 0.192703 -0.525171 1.751493 -0.574580 0.880381 -0.784459 -1.141217 -0.265249

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.017265 -0.383632 0.734289 -0.415125 2.017265 -0.346633 0.667005 -0.798298 -2.109288

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.962735 -0.392803 0.724442 -0.596174 1.962735 -0.390165 0.949025 -0.209141 -0.776955

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.065518 -0.453844 1.076186 -0.541329 2.065518 -0.744709 0.615662 -1.059143 -2.237088

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.506794 -0.441504 0.862505 -0.932465 1.506794 -1.077546 0.487039 0.318565 -1.855029

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.662445 -0.260993 1.568266 -0.821263 1.662445 -0.831132 0.801415 0.835571 -1.035193

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.492654 0.953447 -0.605069 1.492654 -1.157240 0.312687 -0.392038 0.350450 0.544282

Antenna 139: 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
139 N13 RF_maintenance nn Temporal Variability 5.004344 0.936661 -0.356305 1.891671 -1.569350 0.493368 5.004344 -0.652847 2.291031

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.088659 -0.663805 0.435337 -1.136356 1.088659 -1.200005 -0.288537 -0.310985 -0.061103

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.418774 -0.504690 0.726721 -1.245395 1.418774 -0.905400 0.478848 -1.324261 -2.033950

Antenna 139: 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
139 N13 RF_maintenance ee Temporal Variability 1.084871 -0.372416 0.754980 -1.427899 1.021891 -0.935035 1.084871 -0.821458 -1.620015

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.148745 0.604700 -0.564501 1.148745 -1.323772 0.434118 -1.095434 -1.270609 -0.241754

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.178660 -0.687526 0.717413 -1.184548 1.178660 -0.877999 0.623471 0.058573 -0.994239

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.255463 -0.606242 1.054204 -1.194261 1.255463 -0.912850 0.892689 0.681546 0.701592

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.328725 -0.189325 0.668691 -1.207099 1.328725 -0.740017 0.290384 -0.064878 -1.440592

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.009881 -0.363703 0.499394 -1.530538 1.009881 -0.991450 -0.372790 -0.600046 -1.924408

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.031948 -0.544857 0.630804 -1.273362 1.031948 -1.101105 -0.186856 -0.304775 -1.252692

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.214637 -0.258336 0.926542 -1.190030 1.214637 -1.049792 -0.181433 0.954422 0.217097

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.136421 0.576073 -0.365864 1.136421 -1.300959 0.369727 -1.332213 -0.812266 -1.286329

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.505052 -0.069385 -0.314228 1.505052 -1.167118 -0.107498 -1.127831 0.714804 -1.869255

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.582402 0.009560 0.725693 -1.025798 1.582402 -1.272115 0.170023 -1.129982 -1.791100

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.930189 1.416625 0.040310 1.930189 -0.587954 0.892400 -0.724141 -1.021503 0.001220

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.070028 -0.105683 1.108727 -0.535861 2.070028 -0.858846 1.000602 0.111794 -0.573814

Antenna 139: 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
139 N13 RF_maintenance ee Shape 2.084447 -0.366368 2.084447 -0.703780 1.869378 -0.955247 0.433230 -0.727847 -2.438004

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.961796 1.129779 -0.194319 1.961796 -0.700366 0.094074 -1.455264 -1.633701 -0.230404

Antenna 139: 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
139 N13 RF_maintenance nn Temporal Variability 12.675868 0.918038 -0.132932 1.827053 -0.760683 0.067272 12.675868 -0.808087 6.957672

Antenna 139: 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
139 N13 RF_maintenance nn Shape 1.395430 1.395430 -0.179573 -1.327764 0.672897 -1.398180 -0.297084 -1.179654 -0.108478

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.305343 -0.458579 0.518208 -1.429654 1.305343 -1.702642 -0.154541 -0.274209 -1.292697

Antenna 139: 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
139 N13 RF_maintenance ee Shape 1.561300 -0.640972 1.561300 -1.263420 1.004880 -0.112067 -0.683538 -0.849932 -0.967603

Antenna 139: 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
139 N13 RF_maintenance nn Shape 0.007545 0.007545 -0.398554 -1.919365 -0.183679 -1.624818 -1.207054 -1.964150 -0.902586

Antenna 139: 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
139 N13 RF_maintenance ee Shape 1.676691 1.676691 0.194197 0.767240 -1.876426 -1.617490 -2.097507 -0.574512 -1.694660

Antenna 139: 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
139 N13 RF_maintenance ee Power 0.687181 0.590251 -0.604862 0.687181 -1.716714 -0.675784 -2.117746 -0.626582 -1.461885

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.020555 -0.200283 0.040913 -1.757764 1.020555 -2.147570 -0.412572 -2.146739 -0.117623

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.421871 -0.272545 0.536530 -0.854364 1.421871 -1.800684 0.470238 -0.827369 -1.343350

Antenna 139: 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
139 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 139: 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
139 N13 RF_maintenance ee Power 0.881786 -0.546379 0.725320 -1.240546 0.881786 -1.092660 -0.217883 0.448419 -1.607671

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.346275 1.234920 -0.451122 1.346275 -0.834141 -0.187940 -1.449928 -1.356334 0.797500

Antenna 139: 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
139 N13 RF_maintenance ee Shape 1.474193 -0.295296 1.474193 -0.753760 1.463699 -1.512222 0.398535 1.158511 -0.356285

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.330777 -0.528212 0.519669 -1.098310 1.330777 -0.940119 -0.711444 1.244493 -0.609171

Antenna 139: 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
139 N13 RF_maintenance ee Shape 1.142399 1.142399 -0.415912 1.094318 -1.049521 0.337163 -1.608099 -1.564191 0.338901

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.620266 0.768968 -0.615347 1.620266 -0.908040 0.469968 -1.262703 -0.879172 -0.563970

Antenna 139: 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
139 N13 RF_maintenance nn Temporal Variability 14.393061 0.696075 -0.466682 1.919672 -1.101722 0.045254 14.393061 0.955744 4.202137

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.601212 -0.087937 0.879478 -0.964191 1.601212 -1.323277 0.695956 -0.997519 -1.172795

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.232105 -0.168411 0.601974 -1.349118 1.232105 -1.868302 -0.136283 -0.738307 -1.976346

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.308061 -0.448417 0.688016 -1.121475 1.308061 -1.426869 0.610491 0.097453 -1.100981

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.227277 -0.439587 0.816683 -1.143887 1.227277 -1.616808 0.391249 0.054773 -1.242933

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.007887 -0.426252 0.851021 -1.352571 1.007887 -1.510099 0.433009 0.359552 -0.969887

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.035498 0.956028 -0.392821 1.035498 -1.256695 0.143918 -1.945770 -0.952505 0.671221

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.150057 -0.382973 0.867183 -1.329743 1.150057 -1.966986 0.198318 0.373867 -1.081995

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.698502 -0.478132 0.923073 -0.837639 1.698502 -1.397337 0.050776 -0.060807 -1.919264

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.473310 -0.418440 0.785346 -0.911140 1.473310 -2.687740 0.001070 0.946392 -1.064044

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.839685 -0.397670 0.664505 -0.805999 1.839685 -1.749606 0.111966 -0.903639 -2.507286

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.481040 -0.507525 0.899942 -1.012120 1.481040 -1.571111 0.005468 -0.491568 -2.479072

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.735414 1.102141 -0.426472 1.735414 -0.723126 0.119337 -1.642205 -1.136445 0.391488

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.179851 0.820260 -0.653885 1.179851 -1.239413 0.128667 -1.840902 -1.374137 0.702573

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.204730 0.881492 -0.915273 1.204730 -1.187417 0.407789 -1.372643 -1.502759 -0.159593

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.294457 -0.530180 0.635892 -1.210803 1.294457 -1.978358 -0.374417 -0.421961 -2.224105

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.648034 -0.603145 0.847484 -1.021667 1.648034 -2.277754 0.110690 -0.058459 -1.921893

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.466443 -0.760747 0.913316 -0.983651 1.466443 -2.414884 -0.479917 0.808513 -0.842424

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.099340 0.077937 -0.682103 2.099340 -0.678765 1.146267 -2.594475 1.344470 -1.950469

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.510893 -0.896900 0.498590 -0.963211 1.510893 -2.261655 0.327504 -0.535471 -1.342787

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.266810 0.933461 -0.663312 1.266810 -1.233859 -0.350564 -1.329583 -1.979634 -0.573008

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.531562 -0.840083 0.882578 -1.253907 1.531562 -2.021384 0.021124 -0.009045 -1.611158

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.877524 0.774138 -0.562657 1.877524 -1.083378 -0.167069 -2.257663 -1.744864 -0.270532

Antenna 139: 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
139 N13 RF_maintenance ee Power 2.142213 -0.930828 0.456446 -0.993604 2.142213 -1.825561 -0.216066 0.357154 -0.340291

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.818127 0.666827 -0.832117 1.818127 -1.111595 -0.301857 -0.115792 -2.386127 0.705434

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.984685 -0.969339 0.655561 -0.704224 1.984685 -2.573014 0.387599 -0.693278 -0.159264

Antenna 139: 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
139 N13 RF_maintenance ee Power 0.960569 -0.948639 0.387007 -1.480626 0.960569 -2.534384 -1.466439 0.164562 -1.366795

Antenna 139: 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
139 N13 RF_maintenance ee Power 1.484413 -0.048954 -1.018577 1.484413 -0.715798 -0.014636 -1.653905 0.065628 -1.318320

Antenna 139: 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
139 N13 RF_maintenance ee Power 30.563004 0.011983 1.452148 17.133711 30.563004 2.747433 4.054054 3.600817 9.691072

Antenna 139: 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
139 N13 RF_maintenance ee Power 4.918153 1.674202 4.441880 3.414487 4.918153 2.331525 4.279715 -2.022963 -3.155565

Antenna 139: 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
139 N13 RF_maintenance ee Power 40.963812 4.072724 6.764173 35.699041 40.963812 5.244433 5.155861 -2.669634 -5.801580

Antenna 139: 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
139 N13 RF_maintenance ee Power 48.706503 6.462622 10.603717 41.679123 48.706503 7.432229 7.465988 -0.488427 -2.407451

Antenna 139: 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
139 N13 RF_maintenance ee Power 54.537059 4.055062 7.002903 47.129606 54.537059 14.298215 14.796149 1.281351 -5.027361

Antenna 139: 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
139 N13 RF_maintenance ee Power 43.768277 4.330927 7.570058 38.030318 43.768277 4.461798 4.476612 -2.126402 -3.322607

Antenna 139: 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
139 N13 RF_maintenance ee Shape 3.172394 0.795421 3.172394 0.759708 2.108286 -1.563879 -0.431426 -3.254741 -4.344997

Antenna 139: 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
139 N13 RF_maintenance ee Power 53.277870 4.719113 7.292762 46.488681 53.277870 8.108885 7.796675 -4.151321 -6.382245

Antenna 139: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
139 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 139: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
139 N13 RF_maintenance ee Power 51.430332 7.651025 3.569726 51.430332 44.034541 9.123131 11.017697 -1.678565 2.793812

Antenna 139: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
139 N13 RF_maintenance ee Power 26.537374 10.743167 5.427929 26.537374 22.434743 12.316945 13.265743 -4.909194 -4.143512

Antenna 139: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
139 N13 RF_maintenance ee Power 36.046747 7.836192 3.746421 36.046747 30.543727 4.428622 5.636161 -3.344711 -2.668343
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