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 = "226"
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 226 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 226, Node N19:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459975 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.097268 6.793299 0.009140 1.307745 -0.676553 4.112773 -0.777119 -0.933806 0.6093 0.5967 0.3796 nan nan
2459974 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.294741 5.346497 0.028090 1.298569 -0.923121 5.216732 -0.841597 -0.447359 0.6163 0.6023 0.3786 nan nan
2459973 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.229206 2.449713 0.060425 1.092912 -0.797991 1.954017 -0.805792 -0.781050 0.6202 0.6208 0.3811 nan nan
2459972 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.338805 2.561611 0.206366 1.834798 -1.054245 5.453691 -1.206757 -1.343240 0.6091 0.6126 0.3861 nan nan
2459971 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.246253 3.221226 0.154098 1.576215 -0.790287 5.337468 -0.780966 -0.935151 0.6120 0.6127 0.3807 nan nan
2459970 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.301647 1.961636 0.380758 1.680934 -0.833002 4.169325 -1.192719 -1.384880 0.6159 0.6242 0.3863 nan nan
2459969 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.623571 7.965794 0.306126 1.353861 -0.893079 3.650787 -1.186305 -1.057590 0.6241 0.6029 0.3778 nan nan
2459968 RF_ok 100.00% 0.00% 0.00% 0.00% - - 1.167349 4.397584 0.626092 1.311454 -1.190305 5.131065 -0.105003 1.878580 0.7502 0.7256 0.2445 nan nan
2459967 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.162102 14.109083 0.440344 1.908421 -1.082057 6.994734 -0.806415 -0.284862 0.6218 0.5736 0.3668 nan nan
2459966 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.466290 4.957800 0.455882 1.873426 -0.932718 4.329250 -0.970969 -0.971123 0.6181 0.6137 0.3732 nan nan
2459965 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.212907 1.308505 0.292983 1.558658 -0.892660 1.785804 -1.075120 -0.724859 0.6259 0.6385 0.3709 nan nan
2459964 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.111983 16.681521 0.213315 1.646123 -1.415896 4.340448 -0.968350 1.484162 0.6836 0.6190 0.3232 nan nan
2459963 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.059740 17.177063 0.116785 1.242516 -0.752003 0.818405 -0.403479 1.077996 0.7009 0.6251 0.2607 nan nan
2459962 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.574542 20.270874 -0.127307 1.580840 -1.105266 3.905361 -0.693434 0.389146 0.6656 0.6004 0.3281 nan nan
2459961 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.348451 9.432887 0.315158 1.306567 -1.538469 5.758710 -0.393516 1.756073 0.7643 0.7038 0.2327 nan nan
2459960 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.096220 20.524143 0.320519 1.537645 -1.234051 4.519604 -0.802405 0.249907 0.6381 0.5728 0.3232 nan nan
2459959 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.183155 12.622393 -0.055375 1.682968 -1.220388 3.305209 -0.756850 -0.465252 0.6266 0.5964 0.3575 nan nan
2459958 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.318224 13.369946 0.245277 1.828802 -1.061274 3.716154 -0.785630 -0.930773 0.6241 0.5863 0.3718 nan nan
2459957 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.183856 20.590542 0.371768 1.577517 -1.171146 5.354718 -0.618647 -0.374088 0.6230 0.5459 0.3730 nan nan
2459956 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.298230 9.967168 0.550616 1.792497 -0.886887 3.637918 -0.365522 2.093690 0.6715 0.6232 0.3178 nan nan
2459955 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.012767 0.881651 0.327954 1.765692 -1.136261 1.963510 -0.445085 -0.289134 0.6193 0.6450 0.3942 nan nan
2459954 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.306273 8.283098 0.650427 1.868597 -1.284352 3.846813 -1.008847 10.762263 0.6198 0.5989 0.3815 nan nan
2459953 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.120429 1.251020 0.496153 1.866661 -0.723006 2.214780 -0.544023 -0.985271 0.6249 0.6510 0.3960 nan nan
2459952 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.074855 1.531724 0.668084 1.796996 -0.838428 1.844394 -1.580086 -1.745478 0.6299 0.6528 0.4003 nan nan
2459951 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.081295 0.913187 0.182180 1.276679 -0.900675 2.186703 -1.254097 -1.783533 0.6393 0.6586 0.3973 nan nan
2459950 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.651495 3.964901 0.301956 1.370851 -0.908428 4.254292 -0.213166 -0.132320 0.6382 0.6319 0.3932 nan nan
2459949 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.037912 1.097126 0.037636 1.249038 -0.989527 1.836887 -1.016747 -0.991107 0.6271 0.6454 0.4030 nan nan
2459948 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.033231 7.405181 0.104032 1.234912 -1.012977 2.507558 -0.462567 1.319652 0.6523 0.6387 0.3592 nan nan
2459947 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.336758 7.410075 -0.231467 0.821385 -1.234160 1.841942 -1.580363 -0.147728 0.6651 0.6322 0.3589 nan nan
2459946 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.298539 0.941799 0.047160 0.999088 -1.360967 1.174397 -1.219007 -1.552107 0.6322 0.6560 0.4001 nan nan
2459945 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.014542 0.980448 -0.240965 0.654937 -1.074461 1.952126 -1.072075 -1.370049 0.6395 0.6491 0.3910 nan nan
2459944 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.136779 0.781437 -0.165510 0.852417 -1.187215 0.936048 -0.812712 -0.769450 0.6405 0.6623 0.3989 nan nan
2459943 RF_ok 0.00% 0.00% 0.00% 0.00% - - 0.118618 0.673506 -0.027128 0.819712 -1.030921 2.312198 -0.779320 2.057890 0.6451 0.6582 0.3978 nan nan
2459942 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.439531 11.527453 -0.060939 0.892956 -1.104448 3.596528 -1.008760 3.489875 0.6515 0.6120 0.3727 nan nan
2459941 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.133117 5.149168 0.036426 0.935080 -1.288691 2.968110 -0.013436 -0.674487 0.6310 0.6239 0.3970 nan nan
2459940 RF_ok 0.00% 0.00% 0.00% 0.00% - - -0.495189 2.243739 -0.241724 0.568630 -1.563142 1.939563 -1.144601 -1.272907 0.6342 0.6378 0.3994 nan nan
2459939 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.086430 5.125726 -0.133276 0.669933 -1.453831 1.945458 -0.907408 -1.158093 0.6440 0.6295 0.3910 nan nan
2459938 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.312451 5.319835 -0.043668 0.837531 -1.343444 1.829235 -0.816387 3.446626 0.6443 0.6306 0.3838 nan nan
2459937 RF_ok 100.00% 0.00% 0.00% 0.00% - - 0.117410 8.872193 -0.205933 0.845234 -1.209161 2.422304 -1.058261 2.860145 0.6627 0.6381 0.3530 nan nan
2459936 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.385054 5.635932 -0.146012 1.690814 -1.165771 3.879622 -1.162135 1.349823 0.7931 0.7671 0.1984 nan nan
2459935 RF_ok 100.00% 87.61% 87.61% 0.00% - - 13.105875 13.586976 0.054338 0.842178 1.041687 2.865877 -0.877152 -1.167107 0.5625 0.5710 0.3507 nan nan
2459934 RF_ok 100.00% 100.00% 100.00% 0.00% - - 19.623680 20.127641 0.390162 1.234475 -0.946457 1.538797 -0.760090 -1.164260 nan nan nan nan nan
2459933 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.742350 16.160182 0.438198 1.417448 -0.977584 3.898065 -0.773565 -0.412784 nan nan nan nan nan
2459932 RF_ok 100.00% 100.00% 100.00% 0.00% - - 18.372942 18.682427 0.456671 0.977730 -0.956629 -0.254501 -1.292704 -1.852540 nan nan nan nan nan
2459931 RF_ok 100.00% 100.00% 100.00% 0.00% - - 16.883817 17.185265 0.342698 1.325119 -1.091112 1.755206 -0.786761 -0.684025 nan nan nan nan nan
2459930 RF_ok 100.00% 100.00% 100.00% 0.00% - - 15.213811 20.281516 0.419804 0.950359 -1.138795 2.213326 -0.410516 -0.175004 nan nan nan nan nan
2459929 RF_ok 100.00% 0.00% 0.00% 0.00% - - -0.015064 7.164175 -0.637344 0.002346 1.943983 0.048284 -0.742781 -0.164094 0.7304 0.6702 0.1943 nan nan
2459928 RF_ok 100.00% 0.00% 0.00% 0.00% - - 4.106452 5.046081 3.454555 4.060095 2.926778 5.789704 -2.152176 -2.834765 0.6448 0.6161 0.3882 nan nan
2459927 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.122442 5.721200 2.620696 2.714764 0.117342 0.944521 -1.577610 -1.807284 0.5744 0.5302 0.3327 nan nan
2459926 RF_ok 0.00% 0.00% 0.00% 0.00% - - 1.219064 3.613656 1.401284 1.838741 -0.318745 0.371277 -0.156046 0.220119 0.7742 0.7644 0.2178 nan nan
2459925 RF_ok 0.00% 0.00% 0.00% 0.00% - - 3.189402 3.132669 2.742299 3.109389 0.866255 2.638737 1.145213 0.938217 0.7551 0.6984 0.2524 nan nan
2459924 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.618145 5.487927 2.687243 3.211624 2.430682 4.629237 -0.505952 -0.216512 0.6590 0.5860 0.3700 nan nan
2459923 RF_ok 100.00% 0.00% 0.00% 0.00% - - 3.937608 7.373846 3.017749 3.215124 1.799260 3.674374 0.943541 0.679054 0.7059 0.6204 0.3378 nan nan
2459922 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459921 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_ok 100.00% 100.00% 100.00% 0.00% - - 245.514178 245.469218 inf inf 4219.339266 4156.281201 12163.131827 11801.122040 nan nan nan nan nan
2459919 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459918 RF_ok 100.00% 100.00% 100.00% 0.00% - - 264.260898 264.175270 inf inf 3533.923423 3506.653106 6084.228809 5841.092744 nan nan nan nan nan
2459917 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459916 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459915 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459914 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459913 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459911 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459910 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459909 RF_ok 100.00% 100.00% 100.00% 0.00% - - 176.500243 177.135529 inf inf 3623.630294 3712.077249 5840.583040 6334.195758 nan nan nan nan nan
2459908 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459907 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459906 RF_ok 100.00% 100.00% 100.00% 0.00% - - 252.943234 253.048109 inf inf 3940.477621 3851.806130 9379.191912 8935.103432 nan nan nan nan nan
2459905 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459904 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459903 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459902 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459901 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459898 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459897 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459896 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_ok 100.00% 100.00% 100.00% 0.00% - - 228.578312 228.320949 inf inf 5690.153685 5670.839219 757.188977 741.378197 nan nan nan nan nan
2459894 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459893 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459890 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459889 RF_ok 100.00% 100.00% 100.00% 0.00% - - 224.790006 225.707883 inf inf 8236.742166 8163.039317 12001.510178 11753.259900 nan nan nan nan nan
2459888 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459887 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459886 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459885 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459884 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_ok 100.00% 100.00% 100.00% 0.00% - - 323.657622 323.635075 inf inf 6689.795616 6690.087929 25628.847477 25632.861106 nan nan nan nan nan
2459882 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459879 RF_ok 100.00% 100.00% 100.00% 0.00% - - 211.481844 211.768400 inf inf 3494.343031 3469.207140 8594.403718 8510.727032 nan nan nan nan nan
2459878 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459839 RF_ok 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 226: 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
226 N19 RF_ok nn Shape 6.793299 0.097268 6.793299 0.009140 1.307745 -0.676553 4.112773 -0.777119 -0.933806

Antenna 226: 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
226 N19 RF_ok nn Shape 5.346497 0.294741 5.346497 0.028090 1.298569 -0.923121 5.216732 -0.841597 -0.447359

Antenna 226: 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
226 N19 RF_ok nn Shape 2.449713 0.229206 2.449713 0.060425 1.092912 -0.797991 1.954017 -0.805792 -0.781050

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 5.453691 0.338805 2.561611 0.206366 1.834798 -1.054245 5.453691 -1.206757 -1.343240

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 5.337468 0.246253 3.221226 0.154098 1.576215 -0.790287 5.337468 -0.780966 -0.935151

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 4.169325 1.961636 0.301647 1.680934 0.380758 4.169325 -0.833002 -1.384880 -1.192719

Antenna 226: 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
226 N19 RF_ok nn Shape 7.965794 0.623571 7.965794 0.306126 1.353861 -0.893079 3.650787 -1.186305 -1.057590

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 5.131065 1.167349 4.397584 0.626092 1.311454 -1.190305 5.131065 -0.105003 1.878580

Antenna 226: 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
226 N19 RF_ok nn Shape 14.109083 0.162102 14.109083 0.440344 1.908421 -1.082057 6.994734 -0.806415 -0.284862

Antenna 226: 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
226 N19 RF_ok nn Shape 4.957800 4.957800 0.466290 1.873426 0.455882 4.329250 -0.932718 -0.971123 -0.970969

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 1.785804 1.308505 0.212907 1.558658 0.292983 1.785804 -0.892660 -0.724859 -1.075120

Antenna 226: 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
226 N19 RF_ok nn Shape 20.270874 20.270874 -0.574542 1.580840 -0.127307 3.905361 -1.105266 0.389146 -0.693434

Antenna 226: 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
226 N19 RF_ok nn Shape 9.432887 9.432887 0.348451 1.306567 0.315158 5.758710 -1.538469 1.756073 -0.393516

Antenna 226: 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
226 N19 RF_ok nn Shape 20.524143 20.524143 -0.096220 1.537645 0.320519 4.519604 -1.234051 0.249907 -0.802405

Antenna 226: 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
226 N19 RF_ok nn Shape 12.622393 -0.183155 12.622393 -0.055375 1.682968 -1.220388 3.305209 -0.756850 -0.465252

Antenna 226: 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
226 N19 RF_ok nn Shape 13.369946 13.369946 -0.318224 1.828802 0.245277 3.716154 -1.061274 -0.930773 -0.785630

Antenna 226: 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
226 N19 RF_ok nn Shape 20.590542 20.590542 0.183856 1.577517 0.371768 5.354718 -1.171146 -0.374088 -0.618647

Antenna 226: 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
226 N19 RF_ok nn Shape 9.967168 9.967168 0.298230 1.792497 0.550616 3.637918 -0.886887 2.093690 -0.365522

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 1.963510 0.012767 0.881651 0.327954 1.765692 -1.136261 1.963510 -0.445085 -0.289134

Antenna 226: 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
226 N19 RF_ok nn Temporal Discontinuties 10.762263 8.283098 0.306273 1.868597 0.650427 3.846813 -1.284352 10.762263 -1.008847

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 2.214780 1.251020 0.120429 1.866661 0.496153 2.214780 -0.723006 -0.985271 -0.544023

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 1.844394 1.531724 0.074855 1.796996 0.668084 1.844394 -0.838428 -1.745478 -1.580086

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 2.186703 0.913187 0.081295 1.276679 0.182180 2.186703 -0.900675 -1.783533 -1.254097

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 4.254292 3.964901 0.651495 1.370851 0.301956 4.254292 -0.908428 -0.132320 -0.213166

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 1.836887 0.037912 1.097126 0.037636 1.249038 -0.989527 1.836887 -1.016747 -0.991107

Antenna 226: 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
226 N19 RF_ok nn Shape 7.405181 0.033231 7.405181 0.104032 1.234912 -1.012977 2.507558 -0.462567 1.319652

Antenna 226: 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
226 N19 RF_ok nn Shape 7.410075 7.410075 -0.336758 0.821385 -0.231467 1.841942 -1.234160 -0.147728 -1.580363

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 1.174397 0.941799 -0.298539 0.999088 0.047160 1.174397 -1.360967 -1.552107 -1.219007

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 1.952126 0.980448 -0.014542 0.654937 -0.240965 1.952126 -1.074461 -1.370049 -1.072075

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 0.936048 -0.136779 0.781437 -0.165510 0.852417 -1.187215 0.936048 -0.812712 -0.769450

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 2.312198 0.673506 0.118618 0.819712 -0.027128 2.312198 -1.030921 2.057890 -0.779320

Antenna 226: 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
226 N19 RF_ok nn Shape 11.527453 11.527453 0.439531 0.892956 -0.060939 3.596528 -1.104448 3.489875 -1.008760

Antenna 226: 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
226 N19 RF_ok nn Shape 5.149168 5.149168 0.133117 0.935080 0.036426 2.968110 -1.288691 -0.674487 -0.013436

Antenna 226: 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
226 N19 RF_ok nn Shape 2.243739 2.243739 -0.495189 0.568630 -0.241724 1.939563 -1.563142 -1.272907 -1.144601

Antenna 226: 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
226 N19 RF_ok nn Shape 5.125726 5.125726 0.086430 0.669933 -0.133276 1.945458 -1.453831 -1.158093 -0.907408

Antenna 226: 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
226 N19 RF_ok nn Shape 5.319835 5.319835 0.312451 0.837531 -0.043668 1.829235 -1.343444 3.446626 -0.816387

Antenna 226: 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
226 N19 RF_ok nn Shape 8.872193 0.117410 8.872193 -0.205933 0.845234 -1.209161 2.422304 -1.058261 2.860145

Antenna 226: 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
226 N19 RF_ok nn Shape 5.635932 -0.385054 5.635932 -0.146012 1.690814 -1.165771 3.879622 -1.162135 1.349823

Antenna 226: 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
226 N19 RF_ok nn Shape 13.586976 13.586976 13.105875 0.842178 0.054338 2.865877 1.041687 -1.167107 -0.877152

Antenna 226: 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
226 N19 RF_ok nn Shape 20.127641 19.623680 20.127641 0.390162 1.234475 -0.946457 1.538797 -0.760090 -1.164260

Antenna 226: 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
226 N19 RF_ok nn Shape 16.160182 16.160182 15.742350 1.417448 0.438198 3.898065 -0.977584 -0.412784 -0.773565

Antenna 226: 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
226 N19 RF_ok nn Shape 18.682427 18.682427 18.372942 0.977730 0.456671 -0.254501 -0.956629 -1.852540 -1.292704

Antenna 226: 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
226 N19 RF_ok nn Shape 17.185265 16.883817 17.185265 0.342698 1.325119 -1.091112 1.755206 -0.786761 -0.684025

Antenna 226: 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
226 N19 RF_ok nn Shape 20.281516 15.213811 20.281516 0.419804 0.950359 -1.138795 2.213326 -0.410516 -0.175004

Antenna 226: 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
226 N19 RF_ok nn Shape 7.164175 7.164175 -0.015064 0.002346 -0.637344 0.048284 1.943983 -0.164094 -0.742781

Antenna 226: 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
226 N19 RF_ok nn Temporal Variability 5.789704 5.046081 4.106452 4.060095 3.454555 5.789704 2.926778 -2.834765 -2.152176

Antenna 226: 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
226 N19 RF_ok nn Shape 5.721200 5.721200 5.122442 2.714764 2.620696 0.944521 0.117342 -1.807284 -1.577610

Antenna 226: 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
226 N19 RF_ok nn Shape 3.613656 3.613656 1.219064 1.838741 1.401284 0.371277 -0.318745 0.220119 -0.156046

Antenna 226: 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
226 N19 RF_ok ee Shape 3.189402 3.189402 3.132669 2.742299 3.109389 0.866255 2.638737 1.145213 0.938217

Antenna 226: 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
226 N19 RF_ok nn Shape 5.487927 3.618145 5.487927 2.687243 3.211624 2.430682 4.629237 -0.505952 -0.216512

Antenna 226: 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
226 N19 RF_ok nn Shape 7.373846 7.373846 3.937608 3.215124 3.017749 3.674374 1.799260 0.679054 0.943541

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Power inf 245.469218 245.514178 inf inf 4156.281201 4219.339266 11801.122040 12163.131827

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Power inf 264.175270 264.260898 inf inf 3506.653106 3533.923423 5841.092744 6084.228809

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Power inf 177.135529 176.500243 inf inf 3712.077249 3623.630294 6334.195758 5840.583040

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Power inf 253.048109 252.943234 inf inf 3851.806130 3940.477621 8935.103432 9379.191912

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Power inf 228.578312 228.320949 inf inf 5690.153685 5670.839219 757.188977 741.378197

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Power inf 224.790006 225.707883 inf inf 8236.742166 8163.039317 12001.510178 11753.259900

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Power inf 323.635075 323.657622 inf inf 6690.087929 6689.795616 25632.861106 25628.847477

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 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
226 N19 RF_ok nn Power inf 211.768400 211.481844 inf inf 3469.207140 3494.343031 8510.727032 8594.403718

Antenna 226: 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
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 226: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
226 N19 RF_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: