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 = "238"
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 238 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 238, 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% - - -0.332070 -0.302528 0.842186 0.316657 -0.509796 -0.797483 -1.483466 -1.575425 0.6070 0.6204 0.3932 nan nan
2459974 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.192555 -0.396606 0.925628 0.461533 -0.508906 -0.364853 -1.698698 -2.451495 0.6116 0.6246 0.3937 nan nan
2459973 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.484160 -0.565249 1.398472 0.786174 -0.231746 -0.626293 -1.467577 -1.815831 0.6173 0.6293 0.3936 nan nan
2459972 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.065083 -0.173552 1.596306 1.154111 -0.182376 -0.941954 -1.479906 -1.642773 0.6041 0.6170 0.3933 nan nan
2459971 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.003330 -0.277527 1.450091 0.953084 0.124901 -0.503451 -1.612377 -1.785079 0.6070 0.6207 0.3931 nan nan
2459970 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.169967 -0.248733 1.234269 0.629430 -0.629027 -0.171256 -1.697714 -1.776000 0.6121 0.6245 0.3944 nan nan
2459969 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.725679 -0.511141 1.576002 1.144074 0.093483 -0.700611 -1.816670 -1.897021 0.6195 0.6317 0.3951 nan nan
2459968 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.600168 -0.432202 1.370213 0.665597 -0.495476 -0.525954 0.622510 -0.265858 0.7233 0.7204 0.2770 nan nan
2459967 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.447393 -0.249373 1.354649 0.884691 -0.662267 -0.933112 -1.549132 -1.703387 0.6163 0.6300 0.3850 nan nan
2459966 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.439012 -0.021272 1.348528 0.680906 -0.087722 -0.964537 -1.458961 -1.710644 0.6131 0.6269 0.3872 nan nan
2459965 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.563377 -0.147786 1.118893 0.508067 -0.406936 -0.476138 -1.353226 -1.638030 0.6216 0.6347 0.3764 nan nan
2459964 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.931953 -0.108514 1.108312 0.508946 -0.790791 -0.501638 -0.673320 -1.364695 0.6668 0.6741 0.3333 nan nan
2459963 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.418022 0.332966 1.005671 0.629967 0.006163 -0.288648 0.091203 -0.052156 0.7009 0.6976 0.2579 nan nan
2459962 RF_ok 0.00% 0.00% 0.00% 0.00% - - -1.145059 -0.135097 0.910169 0.464006 -0.059418 -0.759323 -0.141562 -0.442289 0.6629 0.6699 0.3418 nan nan
2459961 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.550821 0.901431 1.111775 0.400426 -0.438153 -0.630962 0.223624 -0.543164 0.7364 0.7238 0.2516 nan nan
2459960 RF_ok 0.00% 0.00% 0.00% 0.00% - - -1.096869 -0.006425 1.161508 0.456042 -0.287191 -0.268639 -0.704755 -1.244318 0.6364 0.6389 0.3385 nan nan
2459959 RF_ok 0.00% 0.00% 0.00% 0.00% - - -1.117180 -0.638750 0.895326 0.042415 -0.644987 0.108304 -1.328957 -1.166282 0.6127 0.6271 0.3843 nan nan
2459958 RF_ok 0.00% 0.00% 0.00% 0.00% - - -1.088947 0.002926 1.108189 0.397616 -0.584790 0.056572 -1.106793 -1.240022 0.6163 0.6259 0.3916 nan nan
2459957 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.975691 0.041775 1.212658 0.623031 -0.571378 -0.935556 -1.190959 -1.556379 0.6187 0.6314 0.3946 nan nan
2459956 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.157065 1.355744 1.332981 0.599500 -0.118950 -0.716459 0.187991 -1.214281 0.6655 0.6654 0.3256 nan nan
2459955 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.245510 -0.414696 1.601190 1.070933 0.003601 -0.096103 -1.477849 -1.735028 0.6152 0.6302 0.3955 nan nan
2459954 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.250034 -0.404272 1.898656 1.301728 -0.068994 -0.067563 -2.131488 -2.138967 0.6152 0.6306 0.4038 nan nan
2459953 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.432190 -0.279378 1.349809 0.740320 -0.327123 0.409930 -1.311240 -1.458343 0.6204 0.6360 0.3976 nan nan
2459952 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.066741 -0.486245 1.511827 0.867261 -0.425343 0.341824 -2.028578 -2.031813 0.6265 0.6410 0.4026 nan nan
2459951 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan 0.0943 0.1134 0.0843 nan nan
2459950 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.575528 -0.782108 1.257999 1.049483 -0.230124 -0.311012 -1.200869 -1.760333 0.6337 0.6478 0.4103 nan nan
2459949 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.008677 -1.019748 0.989817 0.567600 -0.615432 -0.905392 -1.490351 -1.796658 0.6252 0.6368 0.4081 nan nan
2459948 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.122116 -0.735391 1.221648 0.496781 -0.754004 0.080443 -1.413993 -1.554057 0.6489 0.6640 0.3881 nan nan
2459947 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.677584 -0.534210 0.587365 0.130734 -0.969000 -0.798320 -1.215990 -1.082663 0.6626 0.6589 0.3708 nan nan
2459946 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.009182 -0.693382 1.270399 0.425960 -0.405659 0.122476 -1.884282 -2.192416 0.6316 0.6434 0.3980 nan nan
2459945 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.210060 -0.909914 0.924207 0.288426 0.000050 -0.518199 -2.053703 -2.216130 0.6382 0.6476 0.3994 nan nan
2459944 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.390432 -0.820824 0.623340 -0.000468 -0.519736 0.517862 -1.405764 -1.412893 0.6430 0.6530 0.3987 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.675476 -0.995905 1.170244 0.715410 -0.171547 -0.119549 -1.496377 -1.561854 0.6431 0.6574 0.4051 nan nan
2459942 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.608307 -0.965101 1.198020 0.694113 -0.097782 -0.258639 -1.488618 -1.691383 0.6463 0.6495 0.3937 nan nan
2459941 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.356099 -0.336562 0.806365 0.033546 -0.807921 0.031537 -1.608419 -1.442989 0.6298 0.6394 0.4138 nan nan
2459940 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.078185 -1.025959 0.930740 0.190673 -0.553249 0.318881 -1.733816 -1.663446 0.6352 0.6442 0.4096 nan nan
2459939 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.136635 -1.056945 0.983521 0.451786 -0.519697 -0.435289 -1.668332 -1.984176 0.6349 0.6452 0.4150 nan nan
2459938 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.045563 -0.807566 0.784016 0.319239 -0.960986 -0.429929 -1.737654 -1.764164 0.6423 0.6543 0.4047 nan nan
2459937 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.008076 -0.686336 1.046617 0.520048 -0.236924 -0.830642 -1.398865 -1.598409 0.6522 0.6642 0.3856 nan nan
2459936 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.795098 0.346615 0.793411 0.332681 -1.077821 -0.349136 -0.643988 -1.309292 0.7672 0.7597 0.2259 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 13.041433 12.569771 1.216834 0.404058 2.396583 3.020977 -1.411165 -1.648038 0.5578 0.5602 0.3459 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 19.486827 19.037371 1.092190 0.526651 -0.010052 0.111302 -1.004085 -1.497558 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.671310 15.370218 1.190027 0.633866 -0.178917 -0.216706 -1.184398 -1.730306 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.280193 17.779584 1.086656 0.468189 -0.028569 0.937374 -1.813200 -2.267070 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.831801 16.591140 1.078875 0.615246 -0.591425 -0.455049 -1.190787 -1.805495 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.272507 15.007111 1.483552 0.782507 0.046645 -0.262189 -1.031766 -1.687810 nan nan nan nan nan
2459929 RF_ok 0.00% 0.00% 0.00% 0.00% - - -1.009559 -0.077588 0.180441 -0.126401 -0.527320 -0.892718 -0.376936 -0.709963 0.7200 0.7128 0.1961 nan nan
2459928 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.487441 -0.688229 0.685782 0.029427 -0.649519 -0.101615 -1.364569 -1.641671 0.6404 0.6475 0.4022 nan nan
2459927 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.180530 -0.966705 0.615543 0.135688 -0.240930 -0.583183 -1.229615 -1.547987 0.5794 0.5868 0.3414 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.815221 0.407655 -0.500274 -0.825483 -1.230908 -1.402196 -1.217245 -1.904298 0.7635 0.7696 0.2357 nan nan
2459925 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.926288 0.021147 0.353532 -0.141569 -1.394189 -0.082986 -0.997947 -1.682679 0.7568 0.7453 0.2468 nan nan
2459924 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.017951 -0.910971 0.370182 0.121128 -1.234397 -2.077974 -0.908127 -0.090691 0.6568 0.6647 0.3959 nan nan
2459923 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.199092 -0.518557 1.077121 0.392191 -0.476603 -0.606771 -0.305771 -1.275843 0.6939 0.7028 0.3636 nan nan
2459922 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.555637 -0.244573 1.436641 0.789890 0.400729 -0.225932 -1.236161 0.827575 0.6393 0.6436 0.4143 nan nan
2459921 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.579398 -0.003701 1.161199 0.149401 -0.048460 -0.208217 -1.341062 2.297557 0.6380 0.6268 0.4313 nan nan
2459920 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.255995 -0.803788 0.642228 0.062578 -0.688673 -1.026339 -2.055198 -0.029550 0.6401 0.6473 0.4287 nan nan
2459919 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.718957 -0.782077 1.089960 0.619627 -0.031060 -0.792743 -2.131311 -1.815227 0.6431 0.6551 0.3948 nan nan
2459918 RF_ok 100.00% 100.00% 100.00% 0.00% - - 227.465303 228.144491 inf inf 3222.392525 3156.425097 6707.803792 6672.467920 nan nan nan nan nan
2459917 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.007388 -1.025880 0.982114 0.493969 -0.922329 -0.454306 -1.395142 -1.295511 0.6971 0.6975 0.4677 nan nan
2459916 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.277016 -0.119182 1.232772 0.975881 -0.085607 -0.495615 -2.413664 -2.530850 0.6545 0.6634 0.4107 nan nan
2459915 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.226651 -0.788579 1.239737 0.888844 -0.558156 0.186581 -1.542383 -1.689378 0.6939 0.6947 0.3771 nan nan
2459914 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.712608 -0.551297 1.995767 1.520022 -0.220736 -0.096853 0.361703 -0.462785 0.7062 0.7105 0.3378 nan nan
2459913 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.039498 -0.114447 1.678607 1.090199 0.500538 -0.320677 -1.055699 -1.801552 0.6773 0.6638 0.4142 nan nan
2459912 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.103762 -0.416810 0.896311 0.118314 -0.657995 -1.145831 -1.899250 -1.610461 0.6481 0.6552 0.4146 nan nan
2459911 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.256921 -0.681492 1.008273 0.463684 -0.500429 -1.167375 -0.870120 -1.216690 0.6462 0.6539 0.4207 nan nan
2459910 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.353949 -0.706673 0.947529 0.458451 -0.419216 -1.324649 -0.796733 -1.079272 0.6514 0.6580 0.4179 nan nan
2459909 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.484338 -0.594242 0.729065 0.205112 -0.405692 -1.255842 -1.359471 -0.685044 0.6493 0.6539 0.4164 nan nan
2459908 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.579158 -0.736688 0.787298 0.252684 -0.387170 -1.331724 -1.657478 -0.014854 0.6548 0.6624 0.4157 nan nan
2459907 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.596720 -0.638326 0.878553 0.297155 -0.397168 -0.827756 -1.572694 -1.582393 0.6506 0.6589 0.4137 nan nan
2459906 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.505277 -0.581038 1.392031 0.830645 -0.526045 -0.903004 -2.106018 -1.761728 0.6436 0.6544 0.4128 nan nan
2459905 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.447221 -0.562950 1.170832 0.702008 -0.805510 -0.597095 -1.381959 -1.537146 0.6314 0.6442 0.4198 nan nan
2459904 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.385273 -0.607178 1.551681 1.004536 -0.465727 -0.887143 -2.762846 -2.725546 0.6355 0.6454 0.4112 nan nan
2459903 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.613710 -0.547104 1.224355 0.798761 -0.606697 -0.608466 -2.593425 -2.759459 0.6381 0.6463 0.4167 nan nan
2459902 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.906638 -0.493358 1.448439 1.140973 -0.390573 -0.600415 -1.387771 -1.541071 0.6457 0.6482 0.4109 nan nan
2459901 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.427727 -0.906432 0.899344 0.427274 -0.870756 -0.677664 -1.934004 -1.818063 0.6482 0.6508 0.4188 nan nan
2459900 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.242456 -0.331814 1.315686 0.825096 -0.035303 -1.523837 -2.101789 -1.978400 0.5900 0.5856 0.3575 nan nan
2459898 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.335595 -0.868786 1.007983 0.499331 -0.900717 -0.781359 -2.101736 -2.186081 0.6497 0.6525 0.4136 nan nan
2459897 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.535542 -0.666173 1.378416 0.671264 0.130425 -0.799540 -1.969534 -2.027739 0.6468 0.6493 0.4149 nan nan
2459896 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.652351 -0.774209 1.215565 0.782044 -0.673514 -1.010946 -1.406021 -1.469220 0.6474 0.6524 0.4141 nan nan
2459895 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.067078 -0.413106 1.683965 1.367285 -0.074202 -1.084910 0.535549 -0.107155 0.7331 0.7135 0.2969 nan nan
2459894 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.071876 -0.806408 1.191387 0.492239 -0.757171 -1.068175 -1.548746 -1.810507 0.6567 0.6501 0.4017 nan nan
2459893 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.549307 -0.893747 1.024474 0.454296 -0.265262 -0.903450 -2.263831 -2.441993 0.6604 0.6565 0.4002 nan nan
2459892 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.488166 -1.009919 1.230570 0.739427 -0.671817 0.340032 -1.933536 -2.197509 0.6594 0.6608 0.4018 nan nan
2459891 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.392093 -0.808624 1.568923 0.855016 -0.684623 -0.272311 -1.972245 -1.883109 0.6557 0.6542 0.4055 nan nan
2459890 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.009374 -0.856198 1.662931 1.163785 -0.969976 -0.304062 -1.050260 -1.133132 0.6581 0.6525 0.4048 nan nan
2459889 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.184646 -0.656916 1.481099 0.718658 -0.776129 -0.815133 -2.094615 -2.171698 0.6646 0.6542 0.4024 nan nan
2459888 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.221475 -0.703360 1.592114 1.171487 -0.131447 -0.723836 -0.121377 -0.606445 0.6746 0.6687 0.3996 nan nan
2459887 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.105397 -0.862212 0.581871 0.441729 -1.912291 -1.121057 -0.676014 -0.964506 0.6640 0.6568 0.4041 nan nan
2459886 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.364095 -0.610860 1.161929 0.923016 -0.491505 -0.134436 -0.363263 -0.497376 0.7450 0.7314 0.3464 nan nan
2459885 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.606812 0.664057 28.477064 27.805579 3.573798 5.594060 8.352222 4.306204 0.7044 0.6924 0.3722 nan nan
2459884 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.095029 -1.026833 1.553711 1.183016 -0.231218 -0.711797 -0.897926 -1.625520 0.6714 0.6595 0.4032 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% - - 2.094339 1.505651 29.045358 27.756370 1.982166 4.074097 -0.857734 -0.934526 0.6661 0.6565 0.3974 nan nan
2459881 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.418153 0.583713 32.882664 31.844835 4.202679 7.083379 -2.045289 -0.093810 0.7120 0.7158 0.3338 nan nan
2459880 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.523695 0.645866 26.330867 26.225967 1.381568 3.268067 -0.767669 -1.427460 0.6663 0.6638 0.4034 nan nan
2459879 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.656984 -1.253362 -0.875650 -1.227974 -2.093194 -1.568432 -2.100465 -2.357726 0.6535 0.6593 0.4174 nan nan
2459878 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.756941 0.816255 32.369278 32.421715 2.635284 5.360153 -2.110097 -3.341329 0.6588 0.6653 0.4096 nan nan
2459876 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.571300 0.827792 22.982431 22.024119 7.315081 12.814282 -2.466572 -3.055578 0.6846 0.6586 0.4013 nan nan
2459875 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.129932 0.336113 30.976791 30.011009 2.991797 6.273735 -0.745748 1.711672 0.6868 0.6743 0.4053 nan nan
2459874 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.054991 1.439405 17.605474 16.949048 5.684939 9.553066 -2.267627 -3.086869 0.6821 0.6531 0.3961 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% - - 0.596022 0.318735 28.598615 26.782402 4.709814 7.641948 -1.521315 -2.255472 0.6786 0.6494 0.4105 nan nan
2459871 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.753739 0.225108 29.001718 28.127498 4.608457 6.254023 -0.678733 -1.414512 0.6880 0.6527 0.4024 nan nan
2459870 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.788108 0.760094 21.401003 20.981398 2.858233 7.976253 -1.783318 -2.687517 0.6941 0.6612 0.4005 nan nan
2459869 RF_ok 100.00% 0.00% 0.00% 0.00% - - 2.045262 0.446301 20.880062 20.856355 4.610630 8.174366 0.459601 -0.246713 0.6988 0.6775 0.3957 nan nan
2459868 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.610412 1.094598 32.777994 31.834923 2.587249 4.316445 -2.367460 -3.193721 0.6809 0.6520 0.4116 nan nan
2459867 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.870916 0.486007 26.271984 25.145121 1.289269 4.042856 -1.637017 -2.370570 0.6941 0.6585 0.4123 nan nan
2459866 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.170082 0.757192 24.456753 23.355780 1.901557 4.826864 -1.293446 -1.723449 0.6940 0.6601 0.4059 nan nan
2459865 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.135410 1.988997 31.695492 29.192023 3.670594 6.207988 6.074403 3.835485 0.7066 0.6719 0.3883 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% - - -0.452695 -0.613081 1.437668 0.782006 -0.291152 0.808027 -1.994613 -2.268122 0.6891 0.6472 0.4153 nan nan
2459862 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.610097 -0.235220 19.535073 17.774981 2.717445 4.669818 -1.388011 -1.673761 0.6560 0.6614 0.4484 nan nan
2459861 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.072452 -1.200905 0.763723 0.054698 -1.260830 -1.240192 -2.289298 -2.628972 0.6969 0.6536 0.4321 nan nan
2459860 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.762470 -0.563968 15.167671 14.326943 4.048510 7.268102 -1.338003 -2.020414 0.7063 0.6568 0.4248 nan nan
2459859 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.220368 -1.223990 0.455143 -0.134185 -1.151254 -1.738171 -1.571688 -1.740041 0.7120 0.6637 0.4189 nan nan
2459858 RF_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.569838 -1.550056 0.000856 -0.554361 -1.478313 -1.301295 -2.294443 -2.494133 0.7214 0.6686 0.4354 3.199567 2.750423
2459857 RF_ok 100.00% 100.00% 100.00% 0.00% - - 3.012339 3.318139 2.619012 2.096577 0.484416 4.557891 -0.853757 -1.005507 0.0292 0.0290 0.0006 nan nan
2459856 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.678512 0.057587 14.074090 13.624615 1.550514 4.842894 -2.256953 -2.600673 0.7121 0.6815 0.4176 2.715906 2.414311
2459855 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.466359 -0.242733 15.689943 15.096037 -0.125476 2.624229 -1.509379 -1.887304 0.6955 0.7004 0.4511 2.733926 2.493361
2459854 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.386123 -0.578671 13.326959 12.879301 -0.110148 1.213622 -0.942477 -1.258778 0.7109 0.7327 0.4576 3.152133 2.644854
2459853 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.156052 -0.122920 17.226802 16.413602 1.793556 4.600765 -2.037081 -2.623310 0.7390 0.6746 0.4412 3.159949 2.712515
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% 1.337256 0.963328 16.271830 15.221391 2.392063 7.254904 -0.929867 4.931012 0.7387 0.7385 0.3683 3.009231 2.646022
2459849 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.093992 0.527048 32.539834 31.673429 0.965543 5.094948 -2.302572 -2.388721 0.7370 0.7315 0.3708 3.944183 3.231384
2459848 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.748961 6.615151 23.433958 32.256846 3.537542 16.025262 -1.896098 -3.421437 0.7137 0.7234 0.3968 3.403027 2.831838
2459847 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.223058 5.690637 22.154786 30.302998 4.097057 17.382281 -1.287089 -3.297666 0.7235 0.6565 0.4521 6.773002 4.760554

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 238: 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
238 N18 RF_ok ee Power 0.842186 -0.332070 -0.302528 0.842186 0.316657 -0.509796 -0.797483 -1.483466 -1.575425

Antenna 238: 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
238 N18 RF_ok ee Power 0.925628 -0.192555 -0.396606 0.925628 0.461533 -0.508906 -0.364853 -1.698698 -2.451495

Antenna 238: 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
238 N18 RF_ok ee Power 1.398472 0.484160 -0.565249 1.398472 0.786174 -0.231746 -0.626293 -1.467577 -1.815831

Antenna 238: 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
238 N18 RF_ok ee Power 1.596306 0.065083 -0.173552 1.596306 1.154111 -0.182376 -0.941954 -1.479906 -1.642773

Antenna 238: 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
238 N18 RF_ok ee Power 1.450091 0.003330 -0.277527 1.450091 0.953084 0.124901 -0.503451 -1.612377 -1.785079

Antenna 238: 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
238 N18 RF_ok ee Power 1.234269 -0.248733 -0.169967 0.629430 1.234269 -0.171256 -0.629027 -1.776000 -1.697714

Antenna 238: 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
238 N18 RF_ok ee Power 1.576002 0.725679 -0.511141 1.576002 1.144074 0.093483 -0.700611 -1.816670 -1.897021

Antenna 238: 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
238 N18 RF_ok ee Power 1.370213 -0.600168 -0.432202 1.370213 0.665597 -0.495476 -0.525954 0.622510 -0.265858

Antenna 238: 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
238 N18 RF_ok ee Power 1.354649 -0.447393 -0.249373 1.354649 0.884691 -0.662267 -0.933112 -1.549132 -1.703387

Antenna 238: 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
238 N18 RF_ok ee Power 1.348528 -0.021272 -0.439012 0.680906 1.348528 -0.964537 -0.087722 -1.710644 -1.458961

Antenna 238: 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
238 N18 RF_ok ee Power 1.118893 -0.147786 -0.563377 0.508067 1.118893 -0.476138 -0.406936 -1.638030 -1.353226

Antenna 238: 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
238 N18 RF_ok ee Power 0.910169 -0.135097 -1.145059 0.464006 0.910169 -0.759323 -0.059418 -0.442289 -0.141562

Antenna 238: 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
238 N18 RF_ok ee Power 1.111775 0.901431 -0.550821 0.400426 1.111775 -0.630962 -0.438153 -0.543164 0.223624

Antenna 238: 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
238 N18 RF_ok ee Power 1.161508 -0.006425 -1.096869 0.456042 1.161508 -0.268639 -0.287191 -1.244318 -0.704755

Antenna 238: 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
238 N18 RF_ok ee Power 0.895326 -1.117180 -0.638750 0.895326 0.042415 -0.644987 0.108304 -1.328957 -1.166282

Antenna 238: 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
238 N18 RF_ok ee Power 1.108189 0.002926 -1.088947 0.397616 1.108189 0.056572 -0.584790 -1.240022 -1.106793

Antenna 238: 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
238 N18 RF_ok ee Power 1.212658 0.041775 -0.975691 0.623031 1.212658 -0.935556 -0.571378 -1.556379 -1.190959

Antenna 238: 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
238 N18 RF_ok nn Shape 1.355744 1.355744 -0.157065 0.599500 1.332981 -0.716459 -0.118950 -1.214281 0.187991

Antenna 238: 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
238 N18 RF_ok ee Power 1.601190 -0.245510 -0.414696 1.601190 1.070933 0.003601 -0.096103 -1.477849 -1.735028

Antenna 238: 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
238 N18 RF_ok ee Power 1.898656 -0.404272 0.250034 1.301728 1.898656 -0.067563 -0.068994 -2.138967 -2.131488

Antenna 238: 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
238 N18 RF_ok ee Power 1.349809 -0.279378 -0.432190 0.740320 1.349809 0.409930 -0.327123 -1.458343 -1.311240

Antenna 238: 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
238 N18 RF_ok ee Power 1.511827 -0.486245 -0.066741 0.867261 1.511827 0.341824 -0.425343 -2.031813 -2.028578

Antenna 238: 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
238 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 238: 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
238 N18 RF_ok ee Power 1.257999 -0.782108 0.575528 1.049483 1.257999 -0.311012 -0.230124 -1.760333 -1.200869

Antenna 238: 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
238 N18 RF_ok ee Power 0.989817 -0.008677 -1.019748 0.989817 0.567600 -0.615432 -0.905392 -1.490351 -1.796658

Antenna 238: 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
238 N18 RF_ok ee Power 1.221648 -0.122116 -0.735391 1.221648 0.496781 -0.754004 0.080443 -1.413993 -1.554057

Antenna 238: 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
238 N18 RF_ok ee Power 0.587365 -0.534210 -0.677584 0.130734 0.587365 -0.798320 -0.969000 -1.082663 -1.215990

Antenna 238: 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
238 N18 RF_ok ee Power 1.270399 -0.693382 -0.009182 0.425960 1.270399 0.122476 -0.405659 -2.192416 -1.884282

Antenna 238: 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
238 N18 RF_ok ee Power 0.924207 -0.909914 0.210060 0.288426 0.924207 -0.518199 0.000050 -2.216130 -2.053703

Antenna 238: 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
238 N18 RF_ok ee Power 0.623340 -0.390432 -0.820824 0.623340 -0.000468 -0.519736 0.517862 -1.405764 -1.412893

Antenna 238: 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
238 N18 RF_ok ee Power 1.170244 -0.995905 0.675476 0.715410 1.170244 -0.119549 -0.171547 -1.561854 -1.496377

Antenna 238: 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
238 N18 RF_ok ee Power 1.198020 -0.965101 0.608307 0.694113 1.198020 -0.258639 -0.097782 -1.691383 -1.488618

Antenna 238: 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
238 N18 RF_ok ee Power 0.806365 -0.336562 -0.356099 0.033546 0.806365 0.031537 -0.807921 -1.442989 -1.608419

Antenna 238: 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
238 N18 RF_ok ee Power 0.930740 -1.025959 -0.078185 0.190673 0.930740 0.318881 -0.553249 -1.663446 -1.733816

Antenna 238: 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
238 N18 RF_ok ee Power 0.983521 -1.056945 0.136635 0.451786 0.983521 -0.435289 -0.519697 -1.984176 -1.668332

Antenna 238: 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
238 N18 RF_ok ee Power 0.784016 -0.807566 -0.045563 0.319239 0.784016 -0.429929 -0.960986 -1.764164 -1.737654

Antenna 238: 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
238 N18 RF_ok ee Power 1.046617 0.008076 -0.686336 1.046617 0.520048 -0.236924 -0.830642 -1.398865 -1.598409

Antenna 238: 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
238 N18 RF_ok ee Power 0.793411 -0.795098 0.346615 0.793411 0.332681 -1.077821 -0.349136 -0.643988 -1.309292

Antenna 238: 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
238 N18 RF_ok ee Shape 13.041433 12.569771 13.041433 0.404058 1.216834 3.020977 2.396583 -1.648038 -1.411165

Antenna 238: 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
238 N18 RF_ok ee Shape 19.486827 19.486827 19.037371 1.092190 0.526651 -0.010052 0.111302 -1.004085 -1.497558

Antenna 238: 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
238 N18 RF_ok ee Shape 15.671310 15.370218 15.671310 0.633866 1.190027 -0.216706 -0.178917 -1.730306 -1.184398

Antenna 238: 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
238 N18 RF_ok ee Shape 18.280193 17.779584 18.280193 0.468189 1.086656 0.937374 -0.028569 -2.267070 -1.813200

Antenna 238: 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
238 N18 RF_ok ee Shape 16.831801 16.831801 16.591140 1.078875 0.615246 -0.591425 -0.455049 -1.190787 -1.805495

Antenna 238: 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
238 N18 RF_ok ee Shape 15.272507 15.272507 15.007111 1.483552 0.782507 0.046645 -0.262189 -1.031766 -1.687810

Antenna 238: 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
238 N18 RF_ok ee Power 0.180441 -0.077588 -1.009559 -0.126401 0.180441 -0.892718 -0.527320 -0.709963 -0.376936

Antenna 238: 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
238 N18 RF_ok ee Power 0.685782 -0.688229 -0.487441 0.029427 0.685782 -0.101615 -0.649519 -1.641671 -1.364569

Antenna 238: 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
238 N18 RF_ok ee Power 0.615543 -0.966705 0.180530 0.135688 0.615543 -0.583183 -0.240930 -1.547987 -1.229615

Antenna 238: 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
238 N18 RF_ok nn Shape 0.407655 0.407655 -0.815221 -0.825483 -0.500274 -1.402196 -1.230908 -1.904298 -1.217245

Antenna 238: 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
238 N18 RF_ok ee Shape 0.926288 0.926288 0.021147 0.353532 -0.141569 -1.394189 -0.082986 -0.997947 -1.682679

Antenna 238: 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
238 N18 RF_ok ee Power 0.370182 -0.017951 -0.910971 0.370182 0.121128 -1.234397 -2.077974 -0.908127 -0.090691

Antenna 238: 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
238 N18 RF_ok ee Power 1.077121 -0.518557 0.199092 0.392191 1.077121 -0.606771 -0.476603 -1.275843 -0.305771

Antenna 238: 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
238 N18 RF_ok ee Power 1.436641 -0.244573 0.555637 0.789890 1.436641 -0.225932 0.400729 0.827575 -1.236161

Antenna 238: 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
238 N18 RF_ok nn Temporal Discontinuties 2.297557 0.579398 -0.003701 1.161199 0.149401 -0.048460 -0.208217 -1.341062 2.297557

Antenna 238: 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
238 N18 RF_ok ee Power 0.642228 -0.803788 0.255995 0.062578 0.642228 -1.026339 -0.688673 -0.029550 -2.055198

Antenna 238: 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
238 N18 RF_ok ee Power 1.089960 0.718957 -0.782077 1.089960 0.619627 -0.031060 -0.792743 -2.131311 -1.815227

Antenna 238: 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
238 N18 RF_ok nn Power inf 228.144491 227.465303 inf inf 3156.425097 3222.392525 6672.467920 6707.803792

Antenna 238: 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
238 N18 RF_ok ee Power 0.982114 -1.025880 -0.007388 0.493969 0.982114 -0.454306 -0.922329 -1.295511 -1.395142

Antenna 238: 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
238 N18 RF_ok ee Shape 1.277016 1.277016 -0.119182 1.232772 0.975881 -0.085607 -0.495615 -2.413664 -2.530850

Antenna 238: 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
238 N18 RF_ok ee Power 1.239737 0.226651 -0.788579 1.239737 0.888844 -0.558156 0.186581 -1.542383 -1.689378

Antenna 238: 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
238 N18 RF_ok ee Power 1.995767 0.712608 -0.551297 1.995767 1.520022 -0.220736 -0.096853 0.361703 -0.462785

Antenna 238: 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
238 N18 RF_ok ee Power 1.678607 -0.114447 1.039498 1.090199 1.678607 -0.320677 0.500538 -1.801552 -1.055699

Antenna 238: 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
238 N18 RF_ok ee Power 0.896311 -0.416810 0.103762 0.118314 0.896311 -1.145831 -0.657995 -1.610461 -1.899250

Antenna 238: 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
238 N18 RF_ok ee Power 1.008273 -0.681492 0.256921 0.463684 1.008273 -1.167375 -0.500429 -1.216690 -0.870120

Antenna 238: 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
238 N18 RF_ok ee Power 0.947529 -0.706673 0.353949 0.458451 0.947529 -1.324649 -0.419216 -1.079272 -0.796733

Antenna 238: 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
238 N18 RF_ok ee Power 0.729065 -0.594242 0.484338 0.205112 0.729065 -1.255842 -0.405692 -0.685044 -1.359471

Antenna 238: 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
238 N18 RF_ok ee Power 0.787298 0.579158 -0.736688 0.787298 0.252684 -0.387170 -1.331724 -1.657478 -0.014854

Antenna 238: 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
238 N18 RF_ok ee Power 0.878553 -0.638326 0.596720 0.297155 0.878553 -0.827756 -0.397168 -1.582393 -1.572694

Antenna 238: 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
238 N18 RF_ok ee Power 1.392031 -0.581038 0.505277 0.830645 1.392031 -0.903004 -0.526045 -1.761728 -2.106018

Antenna 238: 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
238 N18 RF_ok ee Power 1.170832 -0.562950 0.447221 0.702008 1.170832 -0.597095 -0.805510 -1.537146 -1.381959

Antenna 238: 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
238 N18 RF_ok ee Power 1.551681 -0.607178 0.385273 1.004536 1.551681 -0.887143 -0.465727 -2.725546 -2.762846

Antenna 238: 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
238 N18 RF_ok ee Power 1.224355 -0.547104 0.613710 0.798761 1.224355 -0.608466 -0.606697 -2.759459 -2.593425

Antenna 238: 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
238 N18 RF_ok ee Power 1.448439 0.906638 -0.493358 1.448439 1.140973 -0.390573 -0.600415 -1.387771 -1.541071

Antenna 238: 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
238 N18 RF_ok ee Power 0.899344 0.427727 -0.906432 0.899344 0.427274 -0.870756 -0.677664 -1.934004 -1.818063

Antenna 238: 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
238 N18 RF_ok ee Power 1.315686 1.242456 -0.331814 1.315686 0.825096 -0.035303 -1.523837 -2.101789 -1.978400

Antenna 238: 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
238 N18 RF_ok ee Power 1.007983 -0.868786 0.335595 0.499331 1.007983 -0.781359 -0.900717 -2.186081 -2.101736

Antenna 238: 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
238 N18 RF_ok ee Power 1.378416 -0.666173 0.535542 0.671264 1.378416 -0.799540 0.130425 -2.027739 -1.969534

Antenna 238: 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
238 N18 RF_ok ee Power 1.215565 -0.774209 0.652351 0.782044 1.215565 -1.010946 -0.673514 -1.469220 -1.406021

Antenna 238: 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
238 N18 RF_ok ee Power 1.683965 -0.067078 -0.413106 1.683965 1.367285 -0.074202 -1.084910 0.535549 -0.107155

Antenna 238: 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
238 N18 RF_ok ee Power 1.191387 -0.806408 0.071876 0.492239 1.191387 -1.068175 -0.757171 -1.810507 -1.548746

Antenna 238: 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
238 N18 RF_ok ee Power 1.024474 0.549307 -0.893747 1.024474 0.454296 -0.265262 -0.903450 -2.263831 -2.441993

Antenna 238: 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
238 N18 RF_ok ee Power 1.230570 -1.009919 0.488166 0.739427 1.230570 0.340032 -0.671817 -2.197509 -1.933536

Antenna 238: 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
238 N18 RF_ok ee Power 1.568923 0.392093 -0.808624 1.568923 0.855016 -0.684623 -0.272311 -1.972245 -1.883109

Antenna 238: 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
238 N18 RF_ok ee Power 1.662931 -0.856198 -0.009374 1.163785 1.662931 -0.304062 -0.969976 -1.133132 -1.050260

Antenna 238: 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
238 N18 RF_ok ee Power 1.481099 0.184646 -0.656916 1.481099 0.718658 -0.776129 -0.815133 -2.094615 -2.171698

Antenna 238: 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
238 N18 RF_ok ee Power 1.592114 -0.703360 0.221475 1.171487 1.592114 -0.723836 -0.131447 -0.606445 -0.121377

Antenna 238: 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
238 N18 RF_ok ee Power 0.581871 -0.862212 -0.105397 0.441729 0.581871 -1.121057 -1.912291 -0.964506 -0.676014

Antenna 238: 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
238 N18 RF_ok ee Power 1.161929 -0.364095 -0.610860 1.161929 0.923016 -0.491505 -0.134436 -0.363263 -0.497376

Antenna 238: 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
238 N18 RF_ok ee Power 28.477064 0.664057 1.606812 27.805579 28.477064 5.594060 3.573798 4.306204 8.352222

Antenna 238: 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
238 N18 RF_ok ee Power 1.553711 -1.026833 0.095029 1.183016 1.553711 -0.711797 -0.231218 -1.625520 -0.897926

Antenna 238: 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
238 N18 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 238: 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
238 N18 RF_ok ee Power 29.045358 1.505651 2.094339 27.756370 29.045358 4.074097 1.982166 -0.934526 -0.857734

Antenna 238: 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
238 N18 RF_ok ee Power 32.882664 0.583713 1.418153 31.844835 32.882664 7.083379 4.202679 -0.093810 -2.045289

Antenna 238: 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
238 N18 RF_ok ee Power 26.330867 0.645866 1.523695 26.225967 26.330867 3.268067 1.381568 -1.427460 -0.767669

Antenna 238: 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
238 N18 RF_ok ee Shape -0.656984 -1.253362 -0.656984 -1.227974 -0.875650 -1.568432 -2.093194 -2.357726 -2.100465

Antenna 238: 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
238 N18 RF_ok nn Power 32.421715 0.816255 1.756941 32.421715 32.369278 5.360153 2.635284 -3.341329 -2.110097

Antenna 238: 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
238 N18 RF_ok ee Power 22.982431 1.571300 0.827792 22.982431 22.024119 7.315081 12.814282 -2.466572 -3.055578

Antenna 238: 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
238 N18 RF_ok ee Power 30.976791 1.129932 0.336113 30.976791 30.011009 2.991797 6.273735 -0.745748 1.711672

Antenna 238: 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
238 N18 RF_ok ee Power 17.605474 3.054991 1.439405 17.605474 16.949048 5.684939 9.553066 -2.267627 -3.086869

Antenna 238: 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
238 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 238: 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
238 N18 RF_ok ee Power 28.598615 0.318735 0.596022 26.782402 28.598615 7.641948 4.709814 -2.255472 -1.521315
In [ ]: