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 = "138"
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 138 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 131 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 129 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 138, Node N07:

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)
2459948 RF_maintenance 100.00% 99.30% 99.30% 0.00% - - 227.839928 227.411805 inf inf 2639.091072 2569.307341 5408.527564 5518.449869 0.4996 0.5002 0.3574 nan nan
2459947 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459946 RF_maintenance 100.00% 99.62% 99.57% 0.00% - - 261.421421 261.150075 inf inf 4798.860211 4787.115712 8114.770531 7951.280129 0.3953 0.5253 0.3557 nan nan
2459945 RF_maintenance 100.00% 99.08% 99.03% 0.00% - - nan nan inf inf nan nan nan nan 0.6722 0.6332 0.3221 nan nan
2459944 RF_maintenance 100.00% 99.41% 99.46% 0.00% - - 230.396902 229.889827 inf inf 3732.377099 3716.259028 4733.957241 4653.722820 0.5145 0.4816 0.1936 nan nan
2459943 RF_maintenance 100.00% 99.41% 99.51% 0.00% - - 203.011404 202.676871 inf inf 3785.556631 3785.746069 5448.923923 5455.973071 0.6337 0.5100 0.4549 nan nan
2459942 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 279.303942 279.488726 inf inf 3494.935488 3484.944261 4538.003052 4534.307474 nan nan nan nan nan
2459941 RF_maintenance 100.00% 99.24% 99.30% 0.00% - - nan nan inf inf nan nan nan nan 0.3327 0.3165 0.2966 nan nan
2459940 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 243.260554 243.477674 inf inf 3842.364069 3826.710162 7684.820188 7641.702625 nan nan nan nan nan
2459939 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 217.283858 216.988809 inf inf 2877.042827 2855.295561 5651.603298 5649.037000 nan nan nan nan nan
2459938 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 191.495610 191.731840 inf inf 3491.645262 3428.246841 6402.956326 6108.485593 nan nan nan nan nan
2459937 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 228.944451 229.111666 inf inf 3461.110428 3503.598318 6050.566374 6221.479692 nan nan nan nan nan
2459936 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 193.847903 193.605796 inf inf 4118.388558 4179.802715 892.783790 911.150566 nan nan nan nan nan
2459935 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 243.255371 243.216979 inf inf 4646.494413 4583.039043 7595.615982 7403.193093 nan nan nan nan nan
2459934 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459933 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459932 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459931 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459930 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459929 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459928 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459927 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459926 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 172.657495 182.532709 inf inf 1787.130236 1838.986580 368.591977 383.759626 nan nan nan nan nan
2459925 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 120.537560 115.473460 inf inf 3195.597897 3392.333729 261.812911 311.123040 nan nan nan nan nan
2459924 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 207.807861 209.485245 inf inf 3756.180654 4027.177975 2468.742151 2621.391199 nan nan nan nan nan
2459923 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459922 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 263.418417 263.297581 inf inf 6351.544580 6351.578270 8081.151008 8082.594903 nan nan nan 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 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459919 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 247.904793 248.084967 inf inf 4288.815066 4227.068968 9309.393890 8925.092829 nan nan nan nan nan
2459918 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.453011 -0.090492 0.321947 1.219617 -0.350865 -0.052759 3.269191 0.375367 0.6665 0.6810 0.3962 nan nan
2459917 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.429580 0.038522 -0.105287 0.840366 0.208291 0.176765 5.509817 0.545616 0.7014 0.7180 0.4564 nan nan
2459916 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.382453 -0.044742 0.406087 1.261515 0.508621 0.608788 3.163830 -0.078930 0.6650 0.6846 0.4031 nan nan
2459915 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.987748 -0.425773 0.557701 1.440071 -0.153507 -0.200494 2.799781 0.424304 0.7012 0.7104 0.3615 nan nan
2459914 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.682462 -0.626978 -0.543542 0.682304 22.909864 0.202602 1.295714 0.214484 0.7207 0.7369 0.3112 nan nan
2459913 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.049397 -0.364931 -0.001874 0.661848 -0.185187 -0.261991 2.094535 -0.247091 0.6813 0.6835 0.4024 nan nan
2459912 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.550598 -0.516659 0.495410 1.344113 -0.415394 -0.129329 2.201227 0.386462 0.6516 0.6758 0.4074 nan nan
2459911 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.633469 -0.385064 0.550372 1.314762 -0.085199 0.466126 1.304300 -0.014907 0.6556 0.6794 0.4112 nan nan
2459910 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.672382 -0.378091 -0.094343 0.667977 0.438194 0.161680 0.780846 -0.072828 0.6606 0.6836 0.4090 nan nan
2459909 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.916878 -0.128076 -0.096313 0.695981 0.398786 0.242425 2.068561 0.118003 0.6583 0.6816 0.4091 nan nan
2459908 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.038498 0.062690 -0.082755 0.750391 0.100231 0.651726 1.959561 0.153895 0.6634 0.6900 0.4051 nan nan
2459907 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.018959 -0.122033 -0.134567 0.752286 0.218509 0.449143 1.093739 -0.117225 0.6597 0.6867 0.4052 nan nan
2459906 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.863075 -0.437325 0.497288 1.291556 0.410436 -0.075144 1.683322 -0.123420 0.6522 0.6805 0.4036 nan nan
2459905 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.977298 -0.215269 -0.044266 0.632834 -0.275634 0.037981 1.835891 -0.014645 0.0670 0.0703 0.0131 nan nan
2459904 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.567947 -0.586935 0.611630 1.424435 0.372855 0.094090 3.244727 -0.358506 0.0692 0.0683 0.0133 nan nan
2459903 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.805224 -0.477725 0.591596 1.394970 0.148313 0.057367 2.548571 -0.252189 0.0649 0.0647 0.0118 nan nan
2459902 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.136854 -0.076536 -0.039312 0.592847 0.306409 -0.028405 1.329158 -0.215556 0.0718 0.0705 0.0127 nan nan
2459901 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.247339 -0.151744 -0.060740 0.680038 0.264005 -0.039571 1.346824 -0.003866 0.6667 0.6854 0.3988 nan nan
2459900 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.861225 -0.247514 0.607616 1.295266 0.264935 -0.342546 1.275138 -0.148753 0.6051 0.6390 0.3411 nan nan
2459898 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.742029 -0.462433 -0.186575 0.613861 0.025489 0.367256 1.357423 -0.257153 0.6591 0.6811 0.3998 nan nan
2459897 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.775743 -0.411767 -0.268187 0.739042 0.415377 0.336349 1.734327 -0.148354 0.0692 0.0769 0.0130 nan nan
2459896 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.130069 -0.273687 -0.208510 0.673974 1.690726 0.554694 0.776993 -0.005891 0.0683 0.0703 0.0128 nan nan
2459895 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.930202 -0.377257 0.854264 1.396035 0.393837 0.293794 1.926951 2.111953 0.0728 0.0743 0.0060 nan nan
2459894 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.761196 -0.592976 -0.241245 0.595655 -0.588356 -0.004631 2.316612 -0.280618 0.0740 0.0729 0.0132 nan nan
2459893 RF_maintenance 0.00% 38.49% 38.49% 0.00% - - 1.262444 -0.246614 -0.215282 0.674961 0.007198 0.575064 1.676607 -0.323555 0.4601 0.4669 0.2530 nan nan
2459892 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.200465 -0.317373 0.510176 1.425002 0.079129 0.028424 1.308494 -0.168013 0.6685 0.6874 0.3884 nan nan
2459891 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.980771 -0.321276 0.521292 1.468402 0.084269 0.577499 4.395105 -0.320099 0.6616 0.6818 0.3918 nan nan
2459890 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.121193 -0.362256 0.951243 1.610968 -0.636311 -0.097120 4.466241 -0.045549 0.6628 0.6796 0.3916 nan nan
2459889 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.874470 -0.694539 0.378181 1.312428 -0.278963 0.328679 8.994763 0.759859 0.6698 0.6830 0.3876 nan nan
2459888 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.726808 -0.500213 0.007792 0.718923 0.655061 0.115072 1.729056 0.024852 0.6861 0.7036 0.3811 nan nan
2459887 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.853855 -0.605000 0.153177 0.615491 0.372710 -0.003681 3.218716 0.141405 0.6708 0.6856 0.3928 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.159955 -0.463920 -1.687867 0.545946 9.141125 15.038773 -0.404294 1.374661 0.7460 0.7403 0.3341 nan nan
2459885 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.072396 -1.081565 3.904590 6.128044 -0.279589 -1.241331 3.450851 0.765681 0.0751 0.0702 0.0099 nan nan
2459884 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.857034 -0.392509 0.628919 1.428692 0.090684 0.409503 4.517856 0.029628 0.6784 0.6834 0.3922 nan nan
2459883 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.059148 -0.586639 3.531269 5.524539 -0.196739 -0.880047 14.034042 1.392130 0.6706 0.6845 0.3941 nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.509251 -0.040901 -0.302278 2.111694 -0.659685 -0.279526 9.634224 1.323862 0.6687 0.6767 0.3932 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.341289 -0.501805 4.432558 6.646815 -1.427577 -0.650384 17.934403 -0.448913 0.7189 0.7337 0.3316 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.457101 -0.567573 0.256174 2.089030 -0.906526 -0.589410 7.492797 0.339005 0.6717 0.6858 0.3980 nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.052055 -0.200677 0.075658 0.801524 -0.097836 0.432165 4.734027 -0.358145 0.0728 0.0739 0.0134 nan nan
2459878 RF_maintenance 100.00% 51.31% 51.25% 0.00% - - 1.747220 -0.078617 4.650416 7.294295 0.230167 -0.563957 17.204208 0.595646 0.3726 0.3770 0.1863 nan nan
2459876 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.757811 -0.391060 -0.424208 2.322873 44.068470 -1.737516 12.741232 0.081394 0.6942 0.6804 0.3864 nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.646257 -1.176282 6.152514 7.130462 -1.218169 -0.341818 5.697161 -0.173643 0.7067 0.7140 0.3901 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.898882 -0.587539 0.159185 1.052628 -0.849509 -1.315706 10.238677 -0.434883 0.6951 0.6802 0.3789 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.003592 -0.730817 0.744019 1.495809 -1.286436 -0.221428 6.103577 -0.243307 0.6947 0.6776 0.3828 nan nan
2459872 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.144065 -0.759111 4.747503 5.820744 -1.272168 -0.268058 11.600287 -0.541535 0.6871 0.6707 0.3912 nan nan
2459871 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.403523 -0.887259 1.104420 1.868307 -0.816363 -1.068654 5.819804 -0.478549 0.7006 0.6780 0.3825 nan nan
2459870 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.884585 -0.273421 3.534406 4.713137 -1.481100 -0.518443 11.402591 -0.573521 0.6978 0.6847 0.3950 nan nan
2459869 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.598703 -0.271716 0.619853 1.511812 7.587927 -1.400601 3.497521 -0.465183 0.7029 0.7022 0.3893 nan nan
2459868 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.662161 -0.860335 1.093386 2.415694 -1.253480 -0.587034 14.242851 -0.421198 0.6831 0.6706 0.4117 nan nan
2459867 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.709346 -0.148480 -0.002758 1.746713 -1.033879 -1.029667 9.607988 -0.685390 0.7001 0.6828 0.4046 nan nan
2459866 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.845206 -0.427061 3.847836 5.829987 -1.209945 -0.543290 4.602978 -0.518893 0.7003 0.6820 0.3961 nan nan
2459865 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.361544 0.066121 0.318819 2.079863 -0.914480 0.098395 6.711490 -0.042875 0.7213 0.7012 0.3640 nan nan
2459864 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.120758 -1.323172 3.057337 2.227798 -1.070590 -0.937726 14.725589 0.308492 0.6899 0.6738 0.4159 nan nan
2459863 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.143243 -0.216740 0.525722 0.422419 -0.438595 1.149178 6.837727 -0.402800 0.6864 0.6660 0.4042 nan nan
2459862 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.130624 0.058720 0.643211 0.064817 -0.718277 -1.072621 4.340631 -0.400721 0.6723 0.6906 0.4150 nan nan
2459861 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.132676 -0.111123 0.346755 0.061303 -1.053881 -0.869904 4.347106 -0.721646 0.7054 0.6734 0.4172 nan nan
2459859 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.176135 -0.143857 0.517031 0.735426 0.155192 0.857435 2.504227 -0.137927 0.7125 0.6828 0.4103 nan nan
2459858 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.361633 0.099512 1.189668 1.313844 -0.032876 1.454798 5.483074 -0.419751 0.7200 0.6860 0.4233 2.937621 2.626855
2459857 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.137878 -0.183953 -0.542131 -0.679010 -0.949906 -0.346552 -0.044816 -0.716988 0.0253 0.0253 0.0003 nan nan
2459856 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.549700 0.137049 2.164794 1.876584 -1.261350 -0.303317 2.529934 -0.756741 0.7120 0.7011 0.4082 3.494616 2.776697
2459855 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.277799 0.074848 0.100029 -0.214892 -1.096745 -0.451399 2.071141 -0.831979 0.6962 0.7215 0.4374 3.899303 2.954073
2459854 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.170586 0.062828 1.248176 1.000537 -1.161701 -0.354817 2.713617 -0.705234 0.7125 0.7421 0.4457 3.365830 2.738469
2459853 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.274340 0.445834 -0.484529 -0.621581 -1.049872 -0.443618 5.307876 -0.747477 0.7374 0.6940 0.4319 3.371363 2.773665
2459852 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.229178 0.673269 -0.298632 -0.613349 -1.570399 -0.388866 -0.052671 -0.269324 0.8200 0.8314 0.2533 5.714066 5.569837
2459850 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.449190 -0.300371 1.398647 1.420355 -0.480258 0.559259 5.735296 0.807283 0.7352 0.7549 0.3634 3.778305 2.763885
2459849 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.776430 0.676235 -0.401895 -0.431281 -1.017611 0.457712 2.699823 -0.902909 0.7357 0.7461 0.3662 4.511725 3.461256
2459848 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.270550 0.856619 -0.787081 -0.943554 -0.695391 -0.924531 3.520121 -0.883742 0.7148 0.7516 0.3870 3.795305 3.148140
2459847 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.276993 0.947304 -0.586038 -0.677592 -0.792209 -0.861488 3.763229 -0.954780 0.7233 0.6876 0.4362 10.011796 7.427369
2459846 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.783086 0.719264 -0.770470 -0.363511 -0.686454 0.743720 1.812772 -0.979451 0.8347 0.6577 0.5040 3.211723 2.479178
2459845 RF_maintenance 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
2459844 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 RF_maintenance 0.00% 1.20% 0.66% 0.00% 100.00% 0.00% 0.817217 0.239082 -0.870835 1.895760 -1.186089 1.416564 1.034579 -0.676374 0.7388 0.7375 0.3987 3.305617 2.469378
2459840 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.772016 -0.121039 -2.830810 -3.077273 -0.824078 -1.423991 -1.024337 -2.089515 0.0238 0.0238 0.0006 nan nan
2459839 RF_maintenance 0.00% - - - - - -0.402066 -0.456006 2.528974 2.865776 0.650353 -0.239435 3.562828 1.686452 nan nan nan nan nan
2459838 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.844283 0.057394 -0.752635 2.381766 -1.315617 -0.196722 1.410383 -0.935351 0.7531 0.7175 0.4141 4.785383 3.450703
2459836 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0318 0.0327 0.0008 nan nan
2459835 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.523138 -1.381900 1.271631 0.050595 -1.238888 -0.720539 0.008995 -1.125071 0.0329 0.0328 0.0005 nan nan
2459833 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.673905 1.281688 -0.833620 -0.462792 -0.800794 -0.796616 2.231326 -1.340636 0.0282 0.0274 0.0006 nan nan
2459832 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.055082 -0.757047 1.881272 0.333327 -1.586033 0.294947 1.709772 -1.031858 0.8139 0.5485 0.5774 4.088773 3.281312
2459831 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.700390 -0.708992 -0.839358 -0.798532 3.263841 2.606010 -0.036936 -0.742624 0.0651 0.0673 0.0059 nan nan
2459830 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.792266 0.030077 2.958545 0.786471 -0.627024 -1.177949 3.200038 -1.051820 0.8157 0.5693 0.5538 7.463666 5.636934
2459829 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.615762 0.930731 3.188505 0.864952 37.055277 3.664983 3.092266 -0.586977 0.7648 0.6806 0.4164 0.000000 0.000000
2459828 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.727552 0.873150 12.429921 0.973279 16.785367 -0.551278 -2.878288 -0.122672 0.8091 0.5745 0.5367 3.943731 2.923006
2459827 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.993870 1.893618 26.254453 -0.343813 24.829431 -0.207815 -0.188174 -0.476424 0.7585 0.6706 0.4276 6.973083 4.987131
2459826 RF_maintenance 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
2459825 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.206078 0.389185 17.711132 -0.905882 20.141949 -1.245892 -0.927277 -0.264778 0.7913 0.5827 0.5168 4.211425 3.561608
2459824 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.374105 0.527486 24.783336 -0.741925 6.553615 -0.586944 -1.856817 -0.584333 0.7247 0.7316 0.3885 5.698628 5.001158
2459823 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.368590 0.792545 19.036542 -0.352842 24.468788 -0.786779 11.562021 -0.259351 0.7639 0.6401 0.4796 3.126501 3.177069
2459822 RF_maintenance 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
2459821 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.669345 1.709154 21.576130 -0.534402 20.589476 -1.532943 -1.887477 -0.804438 0.7858 0.6094 0.5166 3.501223 3.291127
2459820 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.441093 1.707480 24.653429 0.714655 48.232261 -0.178141 -2.380638 -0.177876 0.7657 0.6728 0.4364 4.524444 4.078605
2459817 RF_maintenance 100.00% 100.00% 65.05% 0.00% 100.00% 0.00% 25.959663 28.864485 34.763635 1.720314 36.683787 35.317914 1.543214 0.945494 0.0489 0.4163 0.2274 1.281499 2.737314
2459816 RF_maintenance 100.00% 100.00% 37.74% 0.00% 100.00% 0.00% 20.614992 21.307393 33.734515 2.233440 47.082540 40.869758 8.320377 5.493717 0.0480 0.4231 0.2650 1.268455 3.873091
2459815 RF_maintenance 100.00% 100.00% 51.61% 0.00% 100.00% 0.00% 24.055695 16.854924 37.957484 0.835555 48.043612 48.654400 11.602949 11.565582 0.0477 0.4568 0.2791 1.287841 3.657963
2459814 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 35.870985 3.568868 24.219904 0.659871 84.597274 -0.715107 9.184213 0.045012 0.0508 0.6839 0.3637 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 138: 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
138 N07 RF_maintenance ee Power inf 227.839928 227.411805 inf inf 2639.091072 2569.307341 5408.527564 5518.449869

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 261.150075 261.421421 inf inf 4787.115712 4798.860211 7951.280129 8114.770531

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance ee Power inf 230.396902 229.889827 inf inf 3732.377099 3716.259028 4733.957241 4653.722820

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 202.676871 203.011404 inf inf 3785.746069 3785.556631 5455.973071 5448.923923

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 279.488726 279.303942 inf inf 3484.944261 3494.935488 4534.307474 4538.003052

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 243.477674 243.260554 inf inf 3826.710162 3842.364069 7641.702625 7684.820188

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 216.988809 217.283858 inf inf 2855.295561 2877.042827 5649.037000 5651.603298

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 191.731840 191.495610 inf inf 3428.246841 3491.645262 6108.485593 6402.956326

Antenna 138: 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
138 N07 RF_maintenance ee Power inf 228.944451 229.111666 inf inf 3461.110428 3503.598318 6050.566374 6221.479692

Antenna 138: 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
138 N07 RF_maintenance ee Power inf 193.847903 193.605796 inf inf 4118.388558 4179.802715 892.783790 911.150566

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 243.216979 243.255371 inf inf 4583.039043 4646.494413 7403.193093 7595.615982

Antenna 138: 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
138 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 182.532709 172.657495 inf inf 1838.986580 1787.130236 383.759626 368.591977

Antenna 138: 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
138 N07 RF_maintenance ee Power inf 120.537560 115.473460 inf inf 3195.597897 3392.333729 261.812911 311.123040

Antenna 138: 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
138 N07 RF_maintenance ee Power inf 207.807861 209.485245 inf inf 3756.180654 4027.177975 2468.742151 2621.391199

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Power inf 263.297581 263.418417 inf inf 6351.578270 6351.544580 8082.594903 8081.151008

Antenna 138: 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
138 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 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
138 N07 RF_maintenance ee Power inf 247.904793 248.084967 inf inf 4288.815066 4227.068968 9309.393890 8925.092829

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 3.269191 -0.090492 1.453011 1.219617 0.321947 -0.052759 -0.350865 0.375367 3.269191

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 5.509817 0.038522 1.429580 0.840366 -0.105287 0.176765 0.208291 0.545616 5.509817

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 3.163830 1.382453 -0.044742 0.406087 1.261515 0.508621 0.608788 3.163830 -0.078930

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 2.799781 0.987748 -0.425773 0.557701 1.440071 -0.153507 -0.200494 2.799781 0.424304

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Variability 22.909864 0.682462 -0.626978 -0.543542 0.682304 22.909864 0.202602 1.295714 0.214484

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 2.094535 -0.364931 1.049397 0.661848 -0.001874 -0.261991 -0.185187 -0.247091 2.094535

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 2.201227 -0.516659 0.550598 1.344113 0.495410 -0.129329 -0.415394 0.386462 2.201227

Antenna 138: 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
138 N07 RF_maintenance nn Power 1.314762 -0.385064 0.633469 1.314762 0.550372 0.466126 -0.085199 -0.014907 1.304300

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 0.780846 -0.378091 0.672382 0.667977 -0.094343 0.161680 0.438194 -0.072828 0.780846

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 2.068561 -0.128076 0.916878 0.695981 -0.096313 0.242425 0.398786 0.118003 2.068561

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.959561 1.038498 0.062690 -0.082755 0.750391 0.100231 0.651726 1.959561 0.153895

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.093739 -0.122033 1.018959 0.752286 -0.134567 0.449143 0.218509 -0.117225 1.093739

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.683322 -0.437325 0.863075 1.291556 0.497288 -0.075144 0.410436 -0.123420 1.683322

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.835891 -0.215269 0.977298 0.632834 -0.044266 0.037981 -0.275634 -0.014645 1.835891

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 3.244727 -0.586935 0.567947 1.424435 0.611630 0.094090 0.372855 -0.358506 3.244727

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 2.548571 -0.477725 0.805224 1.394970 0.591596 0.057367 0.148313 -0.252189 2.548571

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.329158 1.136854 -0.076536 -0.039312 0.592847 0.306409 -0.028405 1.329158 -0.215556

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.346824 1.247339 -0.151744 -0.060740 0.680038 0.264005 -0.039571 1.346824 -0.003866

Antenna 138: 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
138 N07 RF_maintenance nn Power 1.295266 0.861225 -0.247514 0.607616 1.295266 0.264935 -0.342546 1.275138 -0.148753

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.357423 -0.462433 0.742029 0.613861 -0.186575 0.367256 0.025489 -0.257153 1.357423

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.734327 -0.411767 0.775743 0.739042 -0.268187 0.336349 0.415377 -0.148354 1.734327

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Variability 1.690726 -0.273687 1.130069 0.673974 -0.208510 0.554694 1.690726 -0.005891 0.776993

Antenna 138: 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
138 N07 RF_maintenance nn Temporal Discontinuties 2.111953 0.930202 -0.377257 0.854264 1.396035 0.393837 0.293794 1.926951 2.111953

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 2.316612 -0.592976 0.761196 0.595655 -0.241245 -0.004631 -0.588356 -0.280618 2.316612

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.676607 1.262444 -0.246614 -0.215282 0.674961 0.007198 0.575064 1.676607 -0.323555

Antenna 138: 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
138 N07 RF_maintenance nn Power 1.425002 -0.317373 1.200465 1.425002 0.510176 0.028424 0.079129 -0.168013 1.308494

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 4.395105 0.980771 -0.321276 0.521292 1.468402 0.084269 0.577499 4.395105 -0.320099

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 4.466241 -0.362256 1.121193 1.610968 0.951243 -0.097120 -0.636311 -0.045549 4.466241

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 8.994763 0.874470 -0.694539 0.378181 1.312428 -0.278963 0.328679 8.994763 0.759859

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 1.729056 -0.500213 0.726808 0.718923 0.007792 0.115072 0.655061 0.024852 1.729056

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 3.218716 -0.605000 0.853855 0.615491 0.153177 -0.003681 0.372710 0.141405 3.218716

Antenna 138: 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
138 N07 RF_maintenance nn Temporal Variability 15.038773 1.159955 -0.463920 -1.687867 0.545946 9.141125 15.038773 -0.404294 1.374661

Antenna 138: 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
138 N07 RF_maintenance nn Power 6.128044 -1.081565 1.072396 6.128044 3.904590 -1.241331 -0.279589 0.765681 3.450851

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 4.517856 -0.392509 0.857034 1.428692 0.628919 0.409503 0.090684 0.029628 4.517856

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 14.034042 -0.586639 1.059148 5.524539 3.531269 -0.880047 -0.196739 1.392130 14.034042

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 9.634224 -0.040901 2.509251 2.111694 -0.302278 -0.279526 -0.659685 1.323862 9.634224

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 17.934403 -0.501805 1.341289 6.646815 4.432558 -0.650384 -1.427577 -0.448913 17.934403

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 7.492797 -0.567573 1.457101 2.089030 0.256174 -0.589410 -0.906526 0.339005 7.492797

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 4.734027 -0.200677 1.052055 0.801524 0.075658 0.432165 -0.097836 -0.358145 4.734027

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 17.204208 -0.078617 1.747220 7.294295 4.650416 -0.563957 0.230167 0.595646 17.204208

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Variability 44.068470 1.757811 -0.391060 -0.424208 2.322873 44.068470 -1.737516 12.741232 0.081394

Antenna 138: 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
138 N07 RF_maintenance nn Power 7.130462 0.646257 -1.176282 6.152514 7.130462 -1.218169 -0.341818 5.697161 -0.173643

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 10.238677 1.898882 -0.587539 0.159185 1.052628 -0.849509 -1.315706 10.238677 -0.434883

Antenna 138: 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
138 N07 RF_maintenance ee Temporal Discontinuties 6.103577 1.003592 -0.730817 0.744019 1.495809 -1.286436 -0.221428 6.103577 -0.243307

Antenna 138: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 11.600287 -0.759111 1.144065 5.820744 4.747503 -0.268058 -1.272168 -0.541535 11.600287

Antenna 138: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 5.819804 -0.887259 0.403523 1.868307 1.104420 -1.068654 -0.816363 -0.478549 5.819804

Antenna 138: 2459870

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
138 N07 RF_maintenance ee Temporal Discontinuties 11.402591 1.884585 -0.273421 3.534406 4.713137 -1.481100 -0.518443 11.402591 -0.573521

Antenna 138: 2459869

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
138 N07 RF_maintenance ee Temporal Variability 7.587927 1.598703 -0.271716 0.619853 1.511812 7.587927 -1.400601 3.497521 -0.465183

Antenna 138: 2459868

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
138 N07 RF_maintenance ee Temporal Discontinuties 14.242851 1.662161 -0.860335 1.093386 2.415694 -1.253480 -0.587034 14.242851 -0.421198

Antenna 138: 2459867

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
138 N07 RF_maintenance ee Temporal Discontinuties 9.607988 0.709346 -0.148480 -0.002758 1.746713 -1.033879 -1.029667 9.607988 -0.685390

Antenna 138: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance nn Power 5.829987 -0.427061 0.845206 5.829987 3.847836 -0.543290 -1.209945 -0.518893 4.602978

Antenna 138: 2459865

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
138 N07 RF_maintenance ee Temporal Discontinuties 6.711490 1.361544 0.066121 0.318819 2.079863 -0.914480 0.098395 6.711490 -0.042875

Antenna 138: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 14.725589 -1.323172 -0.120758 2.227798 3.057337 -0.937726 -1.070590 0.308492 14.725589

Antenna 138: 2459863

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
138 N07 RF_maintenance ee Temporal Discontinuties 6.837727 0.143243 -0.216740 0.525722 0.422419 -0.438595 1.149178 6.837727 -0.402800

Antenna 138: 2459862

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
138 N07 RF_maintenance ee Temporal Discontinuties 4.340631 0.130624 0.058720 0.643211 0.064817 -0.718277 -1.072621 4.340631 -0.400721

Antenna 138: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459860

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
138 N07 RF_maintenance ee Temporal Discontinuties 4.347106 0.132676 -0.111123 0.346755 0.061303 -1.053881 -0.869904 4.347106 -0.721646

Antenna 138: 2459859

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
138 N07 RF_maintenance ee Temporal Discontinuties 2.504227 0.176135 -0.143857 0.517031 0.735426 0.155192 0.857435 2.504227 -0.137927

Antenna 138: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 5.483074 0.099512 0.361633 1.313844 1.189668 1.454798 -0.032876 -0.419751 5.483074

Antenna 138: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties -0.044816 -0.183953 -0.137878 -0.679010 -0.542131 -0.346552 -0.949906 -0.716988 -0.044816

Antenna 138: 2459856

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
138 N07 RF_maintenance ee Temporal Discontinuties 2.529934 0.549700 0.137049 2.164794 1.876584 -1.261350 -0.303317 2.529934 -0.756741

Antenna 138: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 2.071141 0.074848 0.277799 -0.214892 0.100029 -0.451399 -1.096745 -0.831979 2.071141

Antenna 138: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 2.713617 0.062828 0.170586 1.000537 1.248176 -0.354817 -1.161701 -0.705234 2.713617

Antenna 138: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 5.307876 0.445834 0.274340 -0.621581 -0.484529 -0.443618 -1.049872 -0.747477 5.307876

Antenna 138: 2459852

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
138 N07 RF_maintenance nn Shape 0.673269 0.229178 0.673269 -0.298632 -0.613349 -1.570399 -0.388866 -0.052671 -0.269324

Antenna 138: 2459850

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
138 N07 RF_maintenance ee Temporal Discontinuties 5.735296 0.449190 -0.300371 1.398647 1.420355 -0.480258 0.559259 5.735296 0.807283

Antenna 138: 2459849

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
138 N07 RF_maintenance ee Temporal Discontinuties 2.699823 0.776430 0.676235 -0.401895 -0.431281 -1.017611 0.457712 2.699823 -0.902909

Antenna 138: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 3.520121 0.856619 1.270550 -0.943554 -0.787081 -0.924531 -0.695391 -0.883742 3.520121

Antenna 138: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 RF_maintenance ee Temporal Discontinuties 3.763229 0.947304 1.276993 -0.677592 -0.586038 -0.861488 -0.792209 -0.954780 3.763229

Antenna 138: 2459846

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
138 N07 RF_maintenance ee Temporal Discontinuties 1.812772 0.783086 0.719264 -0.770470 -0.363511 -0.686454 0.743720 1.812772 -0.979451
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