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 = "237"
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 237 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 158 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 155 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 237, Node N18:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459975 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.751651 -0.060703 -0.169118 -1.595400 -0.444654 -0.943296 -0.716248 -1.044009 0.5479 0.6008 0.4011 nan nan
2459974 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.582539 -0.130876 -0.137559 -1.612239 -0.670952 -0.720844 -0.418549 -1.386872 0.5565 0.6058 0.4012 nan nan
2459973 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.412920 -0.352063 -0.219707 -1.633302 -0.656705 -0.447961 -0.364349 -0.921999 0.5651 0.6127 0.4003 nan nan
2459972 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.962697 0.100027 -0.059104 -1.366422 0.015422 -1.147020 -0.602892 -0.861273 0.5413 0.5960 0.4008 nan nan
2459971 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.690218 0.022695 -0.082095 -1.421761 0.071161 -0.896786 -0.375544 -0.980692 0.5455 0.6008 0.3997 nan nan
2459970 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.677469 0.018382 -0.108233 -1.329606 -0.398522 -0.287304 -0.484125 -0.815165 0.5522 0.6045 0.4018 nan nan
2459969 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.334534 -0.329848 -0.162501 -1.213130 -0.919594 -0.806288 -0.713632 -1.076819 0.5691 0.6146 0.4024 nan nan
2459968 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.324778 -0.835114 -0.010826 -1.248558 0.013693 -1.282815 -0.770269 -1.342505 0.6862 0.7059 0.2768 nan nan
2459967 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.837505 -0.072518 -0.105762 -1.200473 -0.220987 -0.942956 -0.403177 -0.844626 0.5583 0.6097 0.3916 nan nan
2459966 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.205681 0.267768 -0.283671 -1.330044 0.156478 -0.970074 -0.537732 -1.058222 0.5535 0.6062 0.3937 nan nan
2459965 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.783189 -0.033950 -0.146811 -1.358485 -0.079602 -0.844996 -0.718103 -1.301158 0.5650 0.6149 0.3825 nan nan
2459964 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.877893 0.114515 -0.099041 -1.531011 -0.103105 -1.026302 -1.200889 -1.601276 0.6205 0.6545 0.3343 nan nan
2459963 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.812523 0.011053 0.008965 -1.424436 -0.298249 -1.497639 -0.068536 -1.253463 0.6665 0.6862 0.2556 nan nan
2459962 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.051886 0.100069 0.117428 -1.768104 1.020712 -1.476925 0.019807 -1.607151 0.6103 0.6531 0.3453 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.793191 0.897489 0.069118 -1.441395 0.786983 -2.282205 -0.680979 -1.561171 0.6983 0.7073 0.2536 nan nan
2459960 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.227078 -0.024871 -0.087354 -1.460744 0.578859 -1.387620 -0.769100 -1.767865 0.5794 0.6221 0.3369 nan nan
2459959 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.336741 -0.327410 -0.009748 -1.832632 0.124228 -0.863080 -0.836934 -0.660834 0.5423 0.6040 0.3904 nan nan
2459958 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.958165 0.287161 -0.206943 -1.506015 0.217059 -0.791138 -0.906859 -0.974684 0.5467 0.6037 0.3964 nan nan
2459957 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.643309 0.217571 -0.285859 -1.337135 0.444766 -1.327294 -0.614102 -1.090475 0.5510 0.6096 0.4032 nan nan
2459956 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.297860 1.402111 -0.090916 -1.275002 0.597132 -0.936329 -1.099251 -1.717177 0.6111 0.6463 0.3271 nan nan
2459955 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.353608 0.149796 -0.234564 -1.251478 0.005036 -0.818513 -0.587479 -0.948473 0.5470 0.6079 0.4050 nan nan
2459954 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.458531 0.064728 -0.204888 -1.015199 0.134514 -0.657046 -1.060604 -1.132560 0.5502 0.6094 0.4139 nan nan
2459953 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.310702 0.013449 -0.178739 -1.214984 0.281488 -0.202105 -0.364977 -0.896288 0.5554 0.6147 0.4086 nan nan
2459952 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.271863 0.000799 -0.143854 -1.156384 -0.229898 -0.619927 -0.545621 -0.805100 0.5665 0.6205 0.4130 nan nan
2459951 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 0.0645 0.1004 -0.0265 nan nan
2459950 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.682987 -0.640577 -0.232998 -1.129250 -0.493029 -1.008273 0.200561 -1.410466 0.5850 0.6310 0.4202 nan nan
2459949 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.912040 -0.488470 -0.187270 -1.603162 -1.064551 -0.938876 0.067639 -1.097673 0.5716 0.6178 0.4157 nan nan
2459948 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.604178 -0.309672 -0.542811 -2.104810 -0.899863 -0.598123 -0.235137 -1.162042 0.5969 0.6478 0.3961 nan nan
2459947 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.434375 -0.128608 -0.284117 -1.716809 -0.934075 -1.254096 -1.144023 -0.799466 0.6174 0.6410 0.3710 nan nan
2459946 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.120969 0.157190 -0.447941 -1.696117 -0.128300 -0.633328 0.715078 -0.970705 0.5636 0.6228 0.4086 nan nan
2459945 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.820824 -0.216293 -0.363111 -1.697253 -0.226400 -0.451265 0.535287 -1.026895 0.5762 0.6287 0.4082 nan nan
2459944 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.630264 -0.228821 -0.255370 -1.657626 -0.231836 -0.389932 0.176356 -0.747348 0.5799 0.6334 0.4082 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.766701 -0.699962 -0.323448 -1.519700 -0.709546 -0.031929 0.605930 -1.002166 0.5877 0.6409 0.4151 nan nan
2459942 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.930571 -0.339549 -0.346138 -1.643984 -0.895130 -0.431905 0.441692 -0.858665 0.5868 0.6304 0.4007 nan nan
2459941 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.821382 0.200269 -0.401602 -1.614894 -0.600197 -0.709838 0.096656 -0.752359 0.5653 0.6174 0.4213 nan nan
2459940 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.398626 -0.016774 -0.387560 -1.581544 -0.415869 -0.126407 1.172037 -0.487595 0.5762 0.6239 0.4179 nan nan
2459939 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.249611 -0.155935 -0.328949 -1.557653 -0.710362 -0.548782 0.685223 -1.031349 0.5818 0.6266 0.4200 nan nan
2459938 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.175663 -0.292651 -0.404645 -1.591134 -0.704431 -0.678009 1.926928 -0.715445 0.5907 0.6355 0.4110 nan nan
2459937 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.684806 -0.008415 -0.295433 -1.770578 -0.590258 -0.388219 -0.359436 -1.640910 0.6005 0.6486 0.3924 nan nan
2459936 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.723426 0.503542 -0.312020 -1.929183 -0.120815 -1.022824 -1.300133 -2.226640 0.7356 0.7449 0.2261 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 12.167353 11.982209 -0.353130 -1.321145 2.369697 2.612209 1.209633 -0.551556 0.5011 0.5411 0.3509 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.644707 18.576486 -0.285878 -0.882037 -0.101946 -0.368496 1.255874 -1.032257 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.041887 15.008816 -0.277789 -0.853539 -0.072854 -0.398096 1.465231 -1.116377 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 17.295401 17.259669 -0.266377 -0.867338 -1.197281 0.448978 0.130980 -0.627425 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.083858 16.182802 -0.257550 -0.926225 -0.739935 -0.915468 0.067711 -0.934330 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 14.442798 14.451945 -0.276222 -0.876627 -0.568141 -0.845163 0.007247 -0.840512 nan nan nan nan nan
2459929 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.358249 -0.140571 -0.003079 -1.603724 0.147767 -1.145024 0.076220 -0.897581 0.6991 0.7027 0.1945 nan nan
2459928 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.660233 -0.158253 -0.510394 -2.058265 -0.113055 -0.616130 -0.516752 -0.810538 0.5795 0.6252 0.4047 nan nan
2459927 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.981505 -0.471917 -0.384054 -1.638037 1.228492 1.508037 -0.269894 -0.816196 0.5271 0.5680 0.3411 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.702042 1.493429 1.601833 -1.714001 -0.809813 -1.454949 -0.300277 -1.762639 0.6821 0.7551 0.2708 nan nan
2459925 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.911587 1.950922 1.614335 -2.032228 11.623499 -0.677042 -0.653083 -1.374875 0.6879 0.7263 0.2555 nan nan
2459924 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.793115 2.234072 1.566618 -1.920227 16.233103 -1.647796 3.140046 -1.482869 0.5442 0.6470 0.4268 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.362844 2.020812 1.615836 -1.938633 0.696857 -1.546192 -0.390765 -1.874895 0.5796 0.6859 0.3925 nan nan
2459922 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.402442 2.038950 0.907787 -1.127315 4.076782 -0.906158 1.086840 -0.703899 0.4983 0.6269 0.4493 nan nan
2459921 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.464790 1.883044 0.890247 -1.803430 3.735181 -0.829470 2.320234 0.949755 0.5083 0.6178 0.4587 nan nan
2459920 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.492109 1.556464 1.028875 -1.406892 1.592913 -0.356932 5.157528 0.665491 0.5154 0.6339 0.4584 nan nan
2459919 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.530014 1.710272 1.388821 -1.041203 2.359321 -1.114770 2.913287 -0.683956 0.5190 0.6363 0.4258 nan nan
2459918 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459917 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.228119 1.816527 1.259028 -1.355410 0.723216 0.102698 6.212858 1.775901 0.5671 0.6781 0.4971 nan nan
2459916 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.439563 1.465942 1.413746 -1.151471 0.292618 -0.861292 4.039655 -1.043125 0.5389 0.6469 0.4404 nan nan
2459915 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.937223 1.739242 1.600800 -1.148691 1.422025 -0.186414 2.023131 -0.320325 0.5815 0.6745 0.4059 nan nan
2459914 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.901344 2.026083 1.761266 -1.214028 4.836227 -0.868324 4.039675 -1.328186 0.5935 0.6939 0.3721 nan nan
2459913 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.643871 2.487882 1.191625 -1.243876 3.069236 -0.523317 2.638747 -0.604053 0.5608 0.6430 0.4317 nan nan
2459912 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.464449 1.976508 0.952448 -1.545034 3.829430 -1.470600 2.416359 -0.175274 0.5215 0.6335 0.4427 nan nan
2459911 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.093169 1.653075 1.136521 -1.297847 2.588487 -0.642054 1.981195 -0.452805 0.5253 0.6344 0.4492 nan nan
2459910 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.165878 1.577097 1.117079 -1.310865 1.872630 -1.064217 1.742641 -0.820947 0.5346 0.6396 0.4453 nan nan
2459909 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.714544 1.736399 1.061163 -1.519719 1.920313 -0.958410 4.597609 0.254403 0.5302 0.6361 0.4430 nan nan
2459908 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.794483 1.718569 1.078977 -1.401609 0.537810 -0.977220 3.696046 -0.591280 0.5376 0.6449 0.4434 nan nan
2459907 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.833572 1.728920 1.106244 -1.485738 0.769135 -1.069290 3.112054 -0.401694 0.5341 0.6398 0.4412 nan nan
2459906 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.777491 1.688434 1.058199 -1.038736 1.087443 -0.690572 5.411693 -0.288706 0.5245 0.6345 0.4396 nan nan
2459905 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.904446 1.708875 1.086490 -1.112411 2.231880 -1.109599 4.625051 1.057727 0.5077 0.6233 0.4470 nan nan
2459904 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.421445 1.612244 1.190653 -1.016729 1.455258 -0.979065 6.137335 -0.812039 0.5187 0.6254 0.4371 nan nan
2459903 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.496108 1.638446 1.234357 -1.182818 0.437843 -1.364363 9.180737 -0.994645 0.5248 0.6280 0.4426 nan nan
2459902 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.882685 1.973668 1.474738 -0.932155 0.476426 -1.139240 2.873890 0.016775 0.5227 0.6295 0.4367 nan nan
2459901 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.751579 2.017955 1.274680 -1.431124 0.652699 -0.980323 1.158906 -0.477250 0.5237 0.6319 0.4443 nan nan
2459900 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.675056 1.539774 1.471459 -1.464361 1.948433 -0.133594 1.733157 -0.337768 0.4572 0.5627 0.3729 nan nan
2459898 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.463420 1.394192 1.191310 -1.387045 1.257659 -1.592118 3.948979 -0.651947 0.5245 0.6325 0.4408 nan nan
2459897 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.345224 1.427366 1.156483 -1.237190 2.341768 -2.004814 1.770521 -0.766662 0.5224 0.6312 0.4417 nan nan
2459896 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.037456 1.071422 1.285477 -1.144321 0.711988 -2.530328 3.550837 -0.572815 0.5320 0.6351 0.4408 nan nan
2459895 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.390213 1.775203 1.873826 -0.994848 1.435549 -1.944398 -0.075685 -1.582985 0.6376 0.6939 0.3112 nan nan
2459894 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.823988 1.732541 1.028654 -1.241144 3.094850 -0.845418 2.266263 0.164384 0.5217 0.6295 0.4265 nan nan
2459893 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.380960 1.415613 1.222053 -1.394060 1.676529 -2.129390 3.625208 -1.025391 0.5373 0.6391 0.4293 nan nan
2459892 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.390828 1.393785 1.457316 -1.406435 0.533439 -1.387282 3.877564 -0.854778 0.5348 0.6413 0.4317 nan nan
2459891 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.927670 1.441663 1.420500 -1.271810 3.225064 -1.987803 2.026960 -0.769898 0.5216 0.6339 0.4370 nan nan
2459890 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.674527 1.463790 1.996539 -1.400491 2.035073 -1.476564 0.777785 -0.317886 0.5157 0.6307 0.4356 nan nan
2459889 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.138263 1.791399 1.192519 -1.337142 1.379049 -1.531079 1.040961 -0.879586 0.5298 0.6330 0.4309 nan nan
2459888 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.334914 1.339305 1.613418 -1.220482 22.241766 -2.136492 1.161680 -0.845002 0.5513 0.6508 0.4310 nan nan
2459887 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.772636 1.501399 1.136712 -1.972190 39.707110 -2.372716 1.594057 -0.413077 0.5464 0.6370 0.4303 nan nan
2459886 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.891586 1.670854 -0.707209 -0.953041 -1.965903 -1.666987 -0.847314 -1.289778 0.7080 0.7142 0.3486 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.666500 3.952750 1.501317 15.255060 2.373749 3.556701 2.022193 2.939063 0.6578 0.6716 0.3768 nan nan
2459884 RF_ok 0.00% 0.00% 0.00% 0.00% - - 2.129841 1.188413 -0.858274 -1.169965 -0.471071 -1.909989 -0.322622 -0.995111 0.6191 0.6383 0.4044 nan nan
2459883 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459882 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.506821 5.563490 1.231550 15.093073 2.434964 1.916445 1.104570 0.348796 0.6068 0.6334 0.4002 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.331745 3.141753 1.539422 17.730119 3.630795 3.879318 0.675476 0.701331 0.6619 0.6965 0.3394 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.165854 3.713378 0.966274 14.321800 1.411855 1.537775 0.272852 -0.557434 0.6111 0.6419 0.4056 nan nan
2459879 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.600785 0.896089 -0.522748 -2.483738 -0.791363 -1.674949 0.009328 -0.999408 0.5979 0.6375 0.4232 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.727136 3.275030 1.784901 17.886440 2.786007 3.266729 1.200421 -0.931850 0.6073 0.6457 0.4111 nan nan
2459876 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.286831 3.568200 0.962692 11.943125 6.916656 6.555810 0.846019 -1.110024 0.6343 0.6381 0.4025 nan nan
2459875 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.368542 3.698899 1.557855 16.660785 3.487152 3.848671 0.167694 1.525388 0.6353 0.6559 0.4115 nan nan
2459874 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.898943 5.256603 0.554631 8.191408 4.132207 5.349145 0.539234 -1.052071 0.6326 0.6344 0.3968 nan nan
2459873 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.386578 3.400451 1.804017 14.885738 5.134501 4.667869 -0.010244 -0.901469 0.6221 0.6280 0.4088 nan nan
2459871 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.796408 2.752685 1.187645 15.606753 4.602088 4.955164 -0.182428 -0.999017 0.6357 0.6329 0.4004 nan nan
2459870 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.736543 4.465137 0.973047 11.435460 3.544691 2.980558 1.639390 -0.476910 0.6431 0.6402 0.4025 nan nan
2459869 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.289273 3.263948 0.943607 11.398616 2.842305 2.565647 1.174745 0.156602 0.6521 0.6585 0.3990 nan nan
2459868 RF_ok 100.00% 0.00% 0.00% 0.00% - - 6.670616 4.671025 0.967685 17.610219 2.931206 3.096917 0.154475 -1.269698 0.6247 0.6290 0.4156 nan nan
2459867 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.279937 3.063574 1.083620 13.820125 2.054573 2.057572 0.145226 -1.213844 0.6392 0.6363 0.4156 nan nan
2459866 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.913495 3.399232 1.215652 12.762209 3.307453 2.049503 -0.193561 -0.916805 0.6428 0.6395 0.4082 nan nan
2459865 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.391073 5.542760 1.355147 16.213611 4.891083 2.883292 2.090433 2.706877 0.6546 0.6510 0.3851 nan nan
2459864 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459863 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.356348 2.140805 -1.648849 -1.053190 0.450922 -0.901545 -0.491040 -0.940352 0.6314 0.6245 0.4164 nan nan
2459862 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.616254 2.681207 3.872526 10.625960 2.684535 2.284920 -0.244498 -0.847027 0.6042 0.6431 0.4401 nan nan
2459861 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.956933 1.131304 -1.576989 -2.238615 -0.644411 -1.539360 -0.083993 -0.618875 0.6469 0.6324 0.4299 nan nan
2459860 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.162016 1.330334 3.117686 8.607397 3.042920 3.828282 1.105612 -0.761514 0.6596 0.6356 0.4258 nan nan
2459859 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.322867 0.870623 -1.671637 -2.098700 -0.909379 -1.447585 0.355979 -0.766354 0.6676 0.6424 0.4198 nan nan
2459858 RF_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.668388 0.789859 -1.750999 -2.615773 -0.621221 -1.738691 1.723462 -0.217009 0.6719 0.6460 0.4343 2.729064 2.593831
2459857 RF_ok 0.00% 100.00% 100.00% 0.00% - - 2.163038 -0.460607 1.469996 1.518458 -1.357776 -0.597547 -1.407024 -1.311896 0.0288 0.0289 0.0005 nan nan
2459856 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.865133 2.134213 3.107943 8.161401 1.193103 1.377603 -0.003448 -1.496432 0.6692 0.6614 0.4164 2.689488 2.582426
2459855 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.511279 3.058827 3.407170 9.060482 0.508962 0.685470 0.764252 -0.377673 0.6458 0.6827 0.4487 2.482551 2.486815
2459854 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.026828 2.507566 3.658221 8.046999 -0.117979 0.097675 1.306276 0.278340 0.6655 0.7171 0.4623 2.885786 2.645296
2459853 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.601765 1.919405 4.749562 10.394968 1.625084 1.676209 1.062679 -1.007863 0.6956 0.6542 0.4433 2.898507 2.709752
2459852 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459851 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.865844 2.768592 4.646030 9.535119 1.766854 3.739859 1.168086 3.479271 0.6966 0.7224 0.3685 2.626961 2.600104
2459849 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.927141 2.123867 10.532598 20.513865 0.564011 1.649285 1.061828 -1.296032 0.6987 0.7160 0.3742 3.469490 3.159442
2459848 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.345642 2.515883 7.785510 14.251567 1.918947 4.203937 0.153203 -1.193097 0.6703 0.7166 0.3947 2.884272 2.920087
2459847 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.780555 2.603812 7.185865 13.299118 1.721912 1.105892 0.209000 -0.853115 0.6735 0.6449 0.4517 5.429945 4.158871

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 237: 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
237 N18 RF_ok ee Shape 1.751651 1.751651 -0.060703 -0.169118 -1.595400 -0.444654 -0.943296 -0.716248 -1.044009

Antenna 237: 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
237 N18 RF_ok ee Shape 1.582539 1.582539 -0.130876 -0.137559 -1.612239 -0.670952 -0.720844 -0.418549 -1.386872

Antenna 237: 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
237 N18 RF_ok ee Shape 1.412920 1.412920 -0.352063 -0.219707 -1.633302 -0.656705 -0.447961 -0.364349 -0.921999

Antenna 237: 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
237 N18 RF_ok ee Shape 1.962697 1.962697 0.100027 -0.059104 -1.366422 0.015422 -1.147020 -0.602892 -0.861273

Antenna 237: 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
237 N18 RF_ok ee Shape 1.690218 1.690218 0.022695 -0.082095 -1.421761 0.071161 -0.896786 -0.375544 -0.980692

Antenna 237: 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
237 N18 RF_ok ee Shape 1.677469 0.018382 1.677469 -1.329606 -0.108233 -0.287304 -0.398522 -0.815165 -0.484125

Antenna 237: 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
237 N18 RF_ok ee Shape 1.334534 1.334534 -0.329848 -0.162501 -1.213130 -0.919594 -0.806288 -0.713632 -1.076819

Antenna 237: 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
237 N18 RF_ok ee Temporal Variability 0.013693 -0.324778 -0.835114 -0.010826 -1.248558 0.013693 -1.282815 -0.770269 -1.342505

Antenna 237: 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
237 N18 RF_ok ee Shape 1.837505 1.837505 -0.072518 -0.105762 -1.200473 -0.220987 -0.942956 -0.403177 -0.844626

Antenna 237: 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
237 N18 RF_ok ee Shape 2.205681 0.267768 2.205681 -1.330044 -0.283671 -0.970074 0.156478 -1.058222 -0.537732

Antenna 237: 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
237 N18 RF_ok ee Shape 1.783189 -0.033950 1.783189 -1.358485 -0.146811 -0.844996 -0.079602 -1.301158 -0.718103

Antenna 237: 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
237 N18 RF_ok ee Shape 2.051886 0.100069 2.051886 -1.768104 0.117428 -1.476925 1.020712 -1.607151 0.019807

Antenna 237: 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
237 N18 RF_ok ee Shape 1.793191 0.897489 1.793191 -1.441395 0.069118 -2.282205 0.786983 -1.561171 -0.680979

Antenna 237: 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
237 N18 RF_ok ee Shape 2.227078 -0.024871 2.227078 -1.460744 -0.087354 -1.387620 0.578859 -1.767865 -0.769100

Antenna 237: 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
237 N18 RF_ok ee Shape 2.336741 2.336741 -0.327410 -0.009748 -1.832632 0.124228 -0.863080 -0.836934 -0.660834

Antenna 237: 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
237 N18 RF_ok ee Shape 2.958165 0.287161 2.958165 -1.506015 -0.206943 -0.791138 0.217059 -0.974684 -0.906859

Antenna 237: 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
237 N18 RF_ok ee Shape 2.643309 0.217571 2.643309 -1.337135 -0.285859 -1.327294 0.444766 -1.090475 -0.614102

Antenna 237: 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
237 N18 RF_ok ee Shape 3.297860 1.402111 3.297860 -1.275002 -0.090916 -0.936329 0.597132 -1.717177 -1.099251

Antenna 237: 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
237 N18 RF_ok ee Shape 2.353608 2.353608 0.149796 -0.234564 -1.251478 0.005036 -0.818513 -0.587479 -0.948473

Antenna 237: 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
237 N18 RF_ok ee Shape 2.458531 0.064728 2.458531 -1.015199 -0.204888 -0.657046 0.134514 -1.132560 -1.060604

Antenna 237: 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
237 N18 RF_ok ee Shape 2.310702 0.013449 2.310702 -1.214984 -0.178739 -0.202105 0.281488 -0.896288 -0.364977

Antenna 237: 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
237 N18 RF_ok ee Shape 2.271863 0.000799 2.271863 -1.156384 -0.143854 -0.619927 -0.229898 -0.805100 -0.545621

Antenna 237: 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
237 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 237: 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
237 N18 RF_ok ee Shape 1.682987 -0.640577 1.682987 -1.129250 -0.232998 -1.008273 -0.493029 -1.410466 0.200561

Antenna 237: 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
237 N18 RF_ok ee Shape 1.912040 1.912040 -0.488470 -0.187270 -1.603162 -1.064551 -0.938876 0.067639 -1.097673

Antenna 237: 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
237 N18 RF_ok ee Shape 1.604178 1.604178 -0.309672 -0.542811 -2.104810 -0.899863 -0.598123 -0.235137 -1.162042

Antenna 237: 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
237 N18 RF_ok ee Shape 1.434375 -0.128608 1.434375 -1.716809 -0.284117 -1.254096 -0.934075 -0.799466 -1.144023

Antenna 237: 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
237 N18 RF_ok ee Shape 3.120969 0.157190 3.120969 -1.696117 -0.447941 -0.633328 -0.128300 -0.970705 0.715078

Antenna 237: 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
237 N18 RF_ok ee Shape 2.820824 -0.216293 2.820824 -1.697253 -0.363111 -0.451265 -0.226400 -1.026895 0.535287

Antenna 237: 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
237 N18 RF_ok ee Shape 2.630264 2.630264 -0.228821 -0.255370 -1.657626 -0.231836 -0.389932 0.176356 -0.747348

Antenna 237: 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
237 N18 RF_ok ee Shape 1.766701 -0.699962 1.766701 -1.519700 -0.323448 -0.031929 -0.709546 -1.002166 0.605930

Antenna 237: 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
237 N18 RF_ok ee Shape 2.930571 -0.339549 2.930571 -1.643984 -0.346138 -0.431905 -0.895130 -0.858665 0.441692

Antenna 237: 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
237 N18 RF_ok ee Shape 1.821382 0.200269 1.821382 -1.614894 -0.401602 -0.709838 -0.600197 -0.752359 0.096656

Antenna 237: 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
237 N18 RF_ok ee Shape 1.398626 -0.016774 1.398626 -1.581544 -0.387560 -0.126407 -0.415869 -0.487595 1.172037

Antenna 237: 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
237 N18 RF_ok ee Shape 1.249611 -0.155935 1.249611 -1.557653 -0.328949 -0.548782 -0.710362 -1.031349 0.685223

Antenna 237: 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
237 N18 RF_ok ee Temporal Discontinuties 1.926928 -0.292651 1.175663 -1.591134 -0.404645 -0.678009 -0.704431 -0.715445 1.926928

Antenna 237: 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
237 N18 RF_ok ee Shape 1.684806 1.684806 -0.008415 -0.295433 -1.770578 -0.590258 -0.388219 -0.359436 -1.640910

Antenna 237: 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
237 N18 RF_ok ee Shape 1.723426 1.723426 0.503542 -0.312020 -1.929183 -0.120815 -1.022824 -1.300133 -2.226640

Antenna 237: 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
237 N18 RF_ok ee Shape 12.167353 11.982209 12.167353 -1.321145 -0.353130 2.612209 2.369697 -0.551556 1.209633

Antenna 237: 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
237 N18 RF_ok ee Shape 18.644707 18.644707 18.576486 -0.285878 -0.882037 -0.101946 -0.368496 1.255874 -1.032257

Antenna 237: 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
237 N18 RF_ok ee Shape 15.041887 15.008816 15.041887 -0.853539 -0.277789 -0.398096 -0.072854 -1.116377 1.465231

Antenna 237: 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
237 N18 RF_ok ee Shape 17.295401 17.259669 17.295401 -0.867338 -0.266377 0.448978 -1.197281 -0.627425 0.130980

Antenna 237: 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
237 N18 RF_ok nn Shape 16.182802 16.083858 16.182802 -0.257550 -0.926225 -0.739935 -0.915468 0.067711 -0.934330

Antenna 237: 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
237 N18 RF_ok nn Shape 14.451945 14.442798 14.451945 -0.276222 -0.876627 -0.568141 -0.845163 0.007247 -0.840512

Antenna 237: 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
237 N18 RF_ok ee Shape 0.358249 -0.140571 0.358249 -1.603724 -0.003079 -1.145024 0.147767 -0.897581 0.076220

Antenna 237: 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
237 N18 RF_ok ee Shape 1.660233 -0.158253 1.660233 -2.058265 -0.510394 -0.616130 -0.113055 -0.810538 -0.516752

Antenna 237: 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
237 N18 RF_ok nn Temporal Variability 1.508037 -0.471917 0.981505 -1.638037 -0.384054 1.508037 1.228492 -0.816196 -0.269894

Antenna 237: 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
237 N18 RF_ok ee Shape 3.702042 1.493429 3.702042 -1.714001 1.601833 -1.454949 -0.809813 -1.762639 -0.300277

Antenna 237: 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
237 N18 RF_ok ee Temporal Variability 11.623499 3.911587 1.950922 1.614335 -2.032228 11.623499 -0.677042 -0.653083 -1.374875

Antenna 237: 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
237 N18 RF_ok ee Temporal Variability 16.233103 5.793115 2.234072 1.566618 -1.920227 16.233103 -1.647796 3.140046 -1.482869

Antenna 237: 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
237 N18 RF_ok ee Shape 6.362844 2.020812 6.362844 -1.938633 1.615836 -1.546192 0.696857 -1.874895 -0.390765

Antenna 237: 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
237 N18 RF_ok ee Shape 6.402442 2.038950 6.402442 -1.127315 0.907787 -0.906158 4.076782 -0.703899 1.086840

Antenna 237: 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
237 N18 RF_ok ee Shape 5.464790 5.464790 1.883044 0.890247 -1.803430 3.735181 -0.829470 2.320234 0.949755

Antenna 237: 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
237 N18 RF_ok ee Shape 5.492109 1.556464 5.492109 -1.406892 1.028875 -0.356932 1.592913 0.665491 5.157528

Antenna 237: 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
237 N18 RF_ok ee Shape 5.530014 5.530014 1.710272 1.388821 -1.041203 2.359321 -1.114770 2.913287 -0.683956

Antenna 237: 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
237 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 237: 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
237 N18 RF_ok ee Shape 6.228119 1.816527 6.228119 -1.355410 1.259028 0.102698 0.723216 1.775901 6.212858

Antenna 237: 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
237 N18 RF_ok ee Shape 5.439563 5.439563 1.465942 1.413746 -1.151471 0.292618 -0.861292 4.039655 -1.043125

Antenna 237: 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
237 N18 RF_ok ee Shape 5.937223 5.937223 1.739242 1.600800 -1.148691 1.422025 -0.186414 2.023131 -0.320325

Antenna 237: 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
237 N18 RF_ok ee Shape 6.901344 6.901344 2.026083 1.761266 -1.214028 4.836227 -0.868324 4.039675 -1.328186

Antenna 237: 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
237 N18 RF_ok ee Shape 6.643871 2.487882 6.643871 -1.243876 1.191625 -0.523317 3.069236 -0.604053 2.638747

Antenna 237: 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
237 N18 RF_ok ee Shape 5.464449 1.976508 5.464449 -1.545034 0.952448 -1.470600 3.829430 -0.175274 2.416359

Antenna 237: 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
237 N18 RF_ok ee Shape 5.093169 1.653075 5.093169 -1.297847 1.136521 -0.642054 2.588487 -0.452805 1.981195

Antenna 237: 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
237 N18 RF_ok ee Shape 5.165878 1.577097 5.165878 -1.310865 1.117079 -1.064217 1.872630 -0.820947 1.742641

Antenna 237: 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
237 N18 RF_ok ee Shape 5.714544 1.736399 5.714544 -1.519719 1.061163 -0.958410 1.920313 0.254403 4.597609

Antenna 237: 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
237 N18 RF_ok ee Shape 5.794483 5.794483 1.718569 1.078977 -1.401609 0.537810 -0.977220 3.696046 -0.591280

Antenna 237: 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
237 N18 RF_ok ee Shape 5.833572 1.728920 5.833572 -1.485738 1.106244 -1.069290 0.769135 -0.401694 3.112054

Antenna 237: 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
237 N18 RF_ok ee Shape 5.777491 1.688434 5.777491 -1.038736 1.058199 -0.690572 1.087443 -0.288706 5.411693

Antenna 237: 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
237 N18 RF_ok ee Shape 5.904446 1.708875 5.904446 -1.112411 1.086490 -1.109599 2.231880 1.057727 4.625051

Antenna 237: 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
237 N18 RF_ok ee Temporal Discontinuties 6.137335 1.612244 5.421445 -1.016729 1.190653 -0.979065 1.455258 -0.812039 6.137335

Antenna 237: 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
237 N18 RF_ok ee Temporal Discontinuties 9.180737 1.638446 5.496108 -1.182818 1.234357 -1.364363 0.437843 -0.994645 9.180737

Antenna 237: 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
237 N18 RF_ok ee Shape 6.882685 6.882685 1.973668 1.474738 -0.932155 0.476426 -1.139240 2.873890 0.016775

Antenna 237: 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
237 N18 RF_ok ee Shape 6.751579 6.751579 2.017955 1.274680 -1.431124 0.652699 -0.980323 1.158906 -0.477250

Antenna 237: 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
237 N18 RF_ok ee Shape 5.675056 5.675056 1.539774 1.471459 -1.464361 1.948433 -0.133594 1.733157 -0.337768

Antenna 237: 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
237 N18 RF_ok ee Shape 5.463420 1.394192 5.463420 -1.387045 1.191310 -1.592118 1.257659 -0.651947 3.948979

Antenna 237: 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
237 N18 RF_ok ee Shape 5.345224 1.427366 5.345224 -1.237190 1.156483 -2.004814 2.341768 -0.766662 1.770521

Antenna 237: 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
237 N18 RF_ok ee Shape 5.037456 1.071422 5.037456 -1.144321 1.285477 -2.530328 0.711988 -0.572815 3.550837

Antenna 237: 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
237 N18 RF_ok ee Shape 6.390213 6.390213 1.775203 1.873826 -0.994848 1.435549 -1.944398 -0.075685 -1.582985

Antenna 237: 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
237 N18 RF_ok ee Shape 6.823988 1.732541 6.823988 -1.241144 1.028654 -0.845418 3.094850 0.164384 2.266263

Antenna 237: 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
237 N18 RF_ok ee Shape 6.380960 6.380960 1.415613 1.222053 -1.394060 1.676529 -2.129390 3.625208 -1.025391

Antenna 237: 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
237 N18 RF_ok ee Shape 6.390828 1.393785 6.390828 -1.406435 1.457316 -1.387282 0.533439 -0.854778 3.877564

Antenna 237: 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
237 N18 RF_ok ee Shape 5.927670 5.927670 1.441663 1.420500 -1.271810 3.225064 -1.987803 2.026960 -0.769898

Antenna 237: 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
237 N18 RF_ok ee Shape 6.674527 1.463790 6.674527 -1.400491 1.996539 -1.476564 2.035073 -0.317886 0.777785

Antenna 237: 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
237 N18 RF_ok ee Shape 7.138263 7.138263 1.791399 1.192519 -1.337142 1.379049 -1.531079 1.040961 -0.879586

Antenna 237: 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
237 N18 RF_ok ee Temporal Variability 22.241766 1.339305 5.334914 -1.220482 1.613418 -2.136492 22.241766 -0.845002 1.161680

Antenna 237: 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
237 N18 RF_ok ee Temporal Variability 39.707110 1.501399 4.772636 -1.972190 1.136712 -2.372716 39.707110 -0.413077 1.594057

Antenna 237: 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
237 N18 RF_ok ee Shape 2.891586 2.891586 1.670854 -0.707209 -0.953041 -1.965903 -1.666987 -0.847314 -1.289778

Antenna 237: 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
237 N18 RF_ok nn Power 15.255060 3.952750 5.666500 15.255060 1.501317 3.556701 2.373749 2.939063 2.022193

Antenna 237: 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
237 N18 RF_ok ee Shape 2.129841 1.188413 2.129841 -1.169965 -0.858274 -1.909989 -0.471071 -0.995111 -0.322622

Antenna 237: 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
237 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 237: 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
237 N18 RF_ok nn Power 15.093073 5.563490 8.506821 15.093073 1.231550 1.916445 2.434964 0.348796 1.104570

Antenna 237: 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
237 N18 RF_ok nn Power 17.730119 3.141753 4.331745 17.730119 1.539422 3.879318 3.630795 0.701331 0.675476

Antenna 237: 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
237 N18 RF_ok nn Power 14.321800 3.713378 5.165854 14.321800 0.966274 1.537775 1.411855 -0.557434 0.272852

Antenna 237: 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
237 N18 RF_ok ee Shape 1.600785 0.896089 1.600785 -2.483738 -0.522748 -1.674949 -0.791363 -0.999408 0.009328

Antenna 237: 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
237 N18 RF_ok nn Power 17.886440 3.275030 4.727136 17.886440 1.784901 3.266729 2.786007 -0.931850 1.200421

Antenna 237: 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
237 N18 RF_ok nn Power 11.943125 5.286831 3.568200 0.962692 11.943125 6.916656 6.555810 0.846019 -1.110024

Antenna 237: 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
237 N18 RF_ok nn Power 16.660785 5.368542 3.698899 1.557855 16.660785 3.487152 3.848671 0.167694 1.525388

Antenna 237: 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
237 N18 RF_ok nn Power 8.191408 7.898943 5.256603 0.554631 8.191408 4.132207 5.349145 0.539234 -1.052071

Antenna 237: 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
237 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 237: 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
237 N18 RF_ok nn Power 14.885738 3.400451 5.386578 14.885738 1.804017 4.667869 5.134501 -0.901469 -0.010244
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