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.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# 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

# 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 = "220"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 220 Report

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

# 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 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 248 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# 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

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

# 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.

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

Antenna 220, Node N18:

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)
2459810	RF_ok	0.00%	-	-	-	-	-	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459809	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
2459808	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
2459807	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
2459806	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
2459805	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
2459804	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
2459803	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
2459802	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
2459801	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
2459800	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
2459799	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
2459798	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
2459797	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
2459796	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
2459795	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
2459794	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
2459793	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
2459792	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
2459791	RF_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	281.478140	531.864372	inf	inf	1567.403351	-4910.777405	3783.298776	-8795.165377	nan	nan	nan	0.000000	0.000000
2459790	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
2459789	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
2459788	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
2459787	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
2459786	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
2459785	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
2459784	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
2459783	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
2459782	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
2459781	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
2459778	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
2459776	RF_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	8.984621	7.555610	17.247005	16.719482	3696.103522	3696.600198	17986.995309	21425.295400	nan	nan	nan	0.000000	0.000000
2459773	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
2459772	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
2459771	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
2459770	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
2459769	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
2459768	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
2459767	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
2459766	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
2459765	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
2459764	RF_ok	-	-	-	-	-	-	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459763	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
2459761	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
2459760	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
2459759	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
2459758	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
2459757	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
2459755	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
2459754	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
2459753	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
2459752	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
2459750	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
2459749	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
2459748	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
2459747	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459746	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459745	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
2459744	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459743	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
2459742	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459741	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459740	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459738	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
2459736	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
2459734	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459733	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459732	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459731	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
2459730	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459728	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459726	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459724	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459723	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459722	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
2459720	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459719	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459718	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459717	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459716	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459715	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
2459713	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459712	RF_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	389.846105	389.910016	inf	inf	1750.778941	2156.877797	6483.473662	5928.725834	nan	nan	nan	0.000000	0.000000
2459711	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	1382.319658	163.872367	inf	inf	410791.374227	-34687.287314	1604819.067172	-115878.040267	nan	nan	nan	nan	nan
2459710	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459708	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
2459707	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
2459706	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459705	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459703	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459702	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
2459701	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
2459697	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
2459696	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
2459695	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
2459694	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
2459693	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
2459692	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
2459691	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
2459690	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
2459689	RF_ok	100.00%	-	-	-	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459688	RF_ok	100.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459687	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459686	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
2459685	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
2459684	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
2459676	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
2459675	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
2459674	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
2459673	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
2459672	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
2459671	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
2459670	RF_ok	0.00%	-	-	-	-	-	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459669	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459668	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
2459665	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
2459664	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459663	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
2459662	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459661	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
2459660	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
2459659	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
2459658	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
2459657	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
2459656	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
2459655	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459653	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
2459652	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
2459651	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
2459650	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
2459649	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
2459648	RF_ok	0.00%	-	-	-	-	-	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459647	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
2459646	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.826546	5.599302	12.547455	14.667906	13.079827	18.828592	0.520442	-4.137938	0.5786	0.5688	0.3321	4.342986	4.061137
2459645	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
2459642	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.840110	5.908667	16.558704	19.636771	13.645229	20.507839	1.511194	-3.600990	0.5733	0.5627	0.3350	4.491449	4.151142
2459641	RF_ok	-	55.70%	55.70%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.4633	0.4595	0.0023	nan	nan
2459640	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.707491	6.702088	12.890432	15.605885	12.734886	20.901014	0.332159	-1.897667	0.5619	0.5531	0.3405	4.822891	4.264112
2459639	RF_ok	100.00%	0.00%	0.54%	0.00%	100.00%	0.00%	3.390973	5.087211	11.952125	14.651631	11.054346	18.229318	-0.121787	-1.299477	0.5694	0.5595	0.3336	3.710969	3.375363
2459638	RF_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6686	0.6608	0.2849	nan	nan
2459637	RF_ok	100.00%	0.00%	1.62%	0.00%	100.00%	0.00%	3.818002	5.846443	16.184052	19.807875	12.702344	21.839103	0.851752	-3.110089	0.5587	0.5424	0.3397	4.352468	3.710225
2459636	RF_ok	100.00%	0.00%	2.70%	0.00%	100.00%	0.00%	3.980956	6.121744	15.741644	19.396226	9.321109	16.859961	-0.041723	-1.962574	0.5583	0.5417	0.3404	4.256338	3.729864
2459635	RF_ok	100.00%	0.00%	2.22%	0.00%	100.00%	0.00%	4.489313	6.762623	15.291105	18.365681	13.390991	22.403265	0.441782	-2.294956	0.5661	0.5486	0.3450	5.107044	4.567711
2459634	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	53.878185	53.878185	2803608.632616	2803608.632616	45.698897	45.698897	45.660154	45.660154	1.0000	1.0000	0.0000	0.021636	0.021636
2459633	RF_ok	100.00%	0.00%	1.13%	0.00%	100.00%	0.00%	4.280003	6.431977	17.300413	20.914377	15.030891	25.083056	1.711173	-3.115474	0.5564	0.5415	0.3602	4.340288	3.795495
2459632	RF_ok	100.00%	0.00%	0.54%	0.00%	100.00%	0.00%	4.164593	6.299013	14.348583	17.462633	9.164141	16.115578	0.446510	-2.204043	0.5672	0.5527	0.3561	3.636340	3.237760
2459631	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	5.135887	7.338387	15.490379	18.931859	12.435027	21.095397	0.858551	-2.793016	0.5647	0.5548	0.3507	5.305373	4.500109
2459630	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	5.823480	8.257272	13.830791	16.749987	14.620431	26.717117	1.042171	-3.343371	0.5732	0.5612	0.3483	5.949270	5.062149
2459629	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.930613	7.192187	16.234266	20.104735	11.871385	21.262586	2.398697	-1.866074	0.5917	0.5730	0.3399	5.376552	4.877821
2459628	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.855681	5.912662	13.854074	16.884024	10.400827	18.027937	2.810642	-3.555520	0.5713	0.5556	0.3588	4.404360	3.783849
2459627	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	58.296532	58.296532	3052246.833047	3052246.833047	61.716789	61.716789	61.581920	61.581920	1.0000	1.0000	0.0000	0.007207	0.007207
2459626	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.647905	5.575883	12.006011	14.370557	11.950862	21.070849	2.937388	-3.966811	0.5849	0.5689	0.3615	3.062335	3.006063
2459625	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.800207	6.052835	14.196190	17.726941	12.052691	22.751435	1.289413	-2.338475	0.5834	0.5679	0.3580	5.388824	4.315605
2459624	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.371707	6.942226	13.467894	16.321107	15.615374	27.658101	3.027350	-4.139278	0.5839	0.5696	0.3543	4.868228	4.477512
2459623	RF_ok	0.00%	-	-	-	-	-	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459622	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.176877	6.773682	26.026403	32.695572	7.778621	14.229617	0.756168	-2.886765	0.5790	0.5661	0.3750	0.000000	0.000000
2459621	RF_ok	100.00%	-	-	-	100.00%	0.00%	3.789024	4.675522	12.659896	14.519218	12.240707	17.743327	-1.623441	-3.657344	nan	nan	nan	0.000000	0.000000
2459620	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459619	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.524907	5.784127	14.785414	18.587241	12.692437	22.623227	1.140624	-2.386923	0.5713	0.5518	0.3711	4.162485	3.455231
2459618	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.019022	6.595512	16.280334	19.996487	12.483691	23.097291	3.020885	-3.976750	0.5731	0.5564	0.3797	0.000000	0.000000
2459617	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.665749	5.610067	13.584340	16.636886	12.858201	23.614606	1.916907	-3.524107	0.5781	0.5642	0.3701	0.000000	0.000000
2459616	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.602176	5.978576	22.755035	28.442203	14.060144	26.376064	2.604737	-2.940224	0.5927	0.5685	0.3766	0.000000	0.000000
2459615	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.998174	6.401804	13.707432	16.846709	9.848948	18.222324	0.987285	-3.085616	0.5807	0.5668	0.3884	0.000000	0.000000
2459614	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.290983	6.860958	14.715573	18.240148	9.570675	17.808720	0.726018	-3.005363	0.5913	0.5754	0.3870	0.000000	0.000000
2459613	RF_ok	100.00%	-	-	-	-	-	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459612	RF_ok	100.00%	67.57%	67.57%	0.00%	100.00%	0.00%	2.428800	4.011649	15.415068	19.073540	18.230158	28.313492	0.856927	2.268461	0.4331	0.3976	0.2366	0.000000	0.000000
2459611	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.169851	5.439609	10.967746	13.869217	9.273389	18.760096	0.877418	-1.310595	0.6183	0.6172	0.3549	3.658570	3.248457
2459610	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.849007	5.828864	14.312909	17.964992	10.366802	20.517022	5.938969	8.404401	0.6682	0.6611	0.3210	5.061301	4.501261
2459609	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.376387	6.631856	18.724742	23.947392	8.797953	18.221656	3.446902	2.010138	0.6455	0.6341	0.3284	5.392173	4.865361
2459608	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.472569	5.687419	21.251253	27.163326	10.668217	21.629029	-0.421297	-1.894514	0.6221	0.6101	0.3821	6.153673	5.096967
2459607	RF_ok	100.00%	43.24%	43.24%	0.00%	100.00%	0.00%	0.160287	2.785262	59.430661	68.994967	10.993427	18.469069	0.815242	-1.985449	0.3678	0.3631	0.2321	4.656899	3.839945
2459605	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	0.800020	-0.579811	15.203932	15.900223	-0.244479	0.308251	-1.399311	-0.196440	0.0396	0.0607	0.0059	nan	nan
2459604	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.719837	5.601772	16.482724	20.916051	13.437298	25.986437	3.701524	3.919480	0.6684	0.6517	0.3191	4.688591	4.078085
2459603	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.703083	3.961091	17.427125	22.199755	3.606196	6.889129	1.156967	1.799594	0.7228	0.7147	0.3151	6.791448	5.511859
2459602	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.423831	5.571980	21.792902	27.842997	7.422316	14.821928	2.066313	0.550776	0.6326	0.6342	0.3685	4.275563	3.919008
2459598	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.510472	5.497645	16.947487	21.335843	11.681476	21.757642	0.100325	-2.260653	0.6399	0.6367	0.3820	5.407559	4.632879
2459597	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.129290	5.453612	19.586466	24.729511	8.407191	17.069531	1.944507	-2.048583	0.6408	0.6358	0.3539	3.838026	3.516480
2459596	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.146367	5.267188	15.671552	19.759303	11.119461	19.913273	-0.162175	-1.667749	0.6449	0.6389	0.3651	4.470023	4.007070
2459595	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.626717	4.514934	13.710219	18.138637	11.554574	11.907513	12.066775	16.408587	0.7459	0.7325	0.2260	4.991845	4.849567
2459594	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.867955	-0.511491	13.343500	18.327003	7.455739	15.109070	9.653496	15.236585	0.7605	0.7421	0.2770	6.471480	5.072840
2459593	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.765643	4.326929	17.516887	22.426007	10.913405	21.516872	4.904280	4.862697	0.7171	0.7028	0.2620	5.526410	4.647574
2459592	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	0.355851	0.312875	19.372794	23.798626	-0.338695	0.393141	-1.328622	-0.038367	0.0366	0.0323	0.0023	nan	nan
2459591	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.492182	6.126499	20.556154	26.724494	10.295151	19.145783	-0.072046	-2.096022	0.6479	0.6489	0.3807	5.247710	4.880069
2459590	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.911933	6.297744	18.289675	23.519752	10.519459	20.423819	0.175901	-2.011978	0.6483	0.6473	0.3751	5.319258	4.910532
2459589	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.814345	4.899875	15.639461	20.345796	6.157214	12.693274	7.544593	8.970756	0.6898	0.6758	0.2951	4.968672	4.442806
2459588	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.356930	2.014088	20.779483	26.790981	7.370468	13.437363	6.438385	7.990009	0.7627	0.7309	0.2419	10.050329	7.004653
2459587	RF_ok	100.00%	-	-	-	100.00%	0.00%	3.882480	6.526772	29.560664	37.790709	-1.593536	-1.701817	-4.675000	-4.393628	nan	nan	nan	0.000000	0.000000
2459586	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.400240	2.419184	0.999059	3.090875	5.368658	6.708984	0.837479	-1.774108	0.6345	0.6387	0.3711	3.944980	3.452483
2459585	RF_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	10.807362	5.306287	3.269087	5.175008	9.955350	11.110765	0.944563	-0.387634	0.0410	0.0380	0.0049	0.000000	0.000000
2459584	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	19.053841	23.187006	31.823041	39.575854	7.414297	10.806362	-0.735691	-1.538942	0.5998	0.6043	0.3802	0.000000	0.000000
2459583	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.987373	6.157539	8.772632	11.350014	7.399699	13.671890	-0.423475	-1.840751	0.6500	0.6505	0.3926	4.977240	4.424138
2459582	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.742651	5.426980	8.111819	10.018246	9.358732	17.086043	-0.160721	-1.902228	0.6512	0.6516	0.3969	3.941013	3.432366
2459581	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.834081	7.927991	8.246134	11.241082	7.524755	14.436911	-0.030553	-2.135715	0.6564	0.6556	0.3951	3.413413	3.057174
2459580	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.125293	5.902747	9.288986	11.658933	8.542219	14.998303	-0.618013	-2.053771	0.6525	0.6527	0.3913	5.420385	4.724288
2459579	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.934869	6.027236	10.690824	13.246148	9.629786	16.929659	0.887617	-2.789177	0.6471	0.6469	0.3958	10.631971	8.924356
2459578	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	-0.128711	1.897509	11.043739	13.880067	-0.171169	2.713421	3.649484	-0.768405	0.0490	0.0366	0.0060	nan	nan
2459577	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.737623	7.466989	7.801841	10.354671	7.963107	15.679244	0.185582	-2.105212	0.6468	0.6489	0.3962	3.734979	3.400033
2459576	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.854200	5.514319	5.850473	7.546363	7.894675	13.086874	0.538684	-2.195506	0.6731	0.6747	0.3968	4.458024	3.739063
2459575	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.223086	4.585503	6.217433	8.057846	6.404359	10.210936	4.656294	4.819187	0.7298	0.7237	0.3556	4.519155	4.064346
2459574	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.990714	5.581119	5.643987	7.402984	8.171357	14.723589	0.514030	-1.297866	0.6691	0.6700	0.3901	4.430913	3.653807
2459573	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.330242	6.289072	11.446406	14.723790	9.773074	16.938830	0.488733	-2.256452	0.6695	0.6629	0.3982	5.582361	4.138632
2459572	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.164119	5.753805	5.909594	7.608286	6.046858	11.223411	1.958361	-3.216769	0.6756	0.6699	0.3962	3.940878	3.051135
2459571	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	0.038806	1.732712	11.265713	14.037280	-0.054544	0.096883	4.189151	-0.788558	0.0436	0.0378	0.0072	nan	nan
2459570	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
2459569	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.221504	4.628561	6.803895	9.221325	5.346274	7.275942	4.576101	6.674372	0.7470	0.7401	0.2505	4.904410	3.916225
2459566	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.877578	6.052791	8.064562	10.694865	7.841055	13.129061	-0.429730	-1.943270	0.6665	0.6650	0.4106	4.835615	3.807941
2459565	RF_ok	100.00%	-	-	-	100.00%	0.00%	6.613916	6.613916	1909065.330398	1909065.330398	-1.379264	-1.379264	-1.415126	-1.415126	nan	nan	nan	0.000000	0.000000
2459564	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.125770	5.486610	4.776151	5.585668	0.945376	1.364068	-1.719571	-2.114860	0.6627	0.6494	0.4046	3.051691	2.564747
2459563	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	7.962633	9.777834	27.746495	29.566964	15.492981	19.451647	-1.958021	-2.593481	0.6604	0.6499	0.3991	4.437261	3.345837
2459562	RF_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.768615	3.876892	1.953040	2.366914	0.913330	1.593299	-1.331344	-1.720195	0.6622	0.6543	0.3937	2.906755	2.472546
2459561	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
2459560	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.686746	3.999489	2.113114	2.752990	1.076455	1.989194	-1.499931	-2.228905	0.6592	0.6516	0.4053	2.972024	2.544975
2459559	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.564251	4.991020	2.722867	3.301034	1.419977	2.302885	-1.513171	-2.056587	0.6559	0.6526	0.4001	2.697875	2.339436
2459558	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	8.053429	9.986109	15.038464	15.604364	16.834809	20.032159	-1.953545	-2.607662	0.6605	0.6461	0.4023	3.705859	2.901374
2459556	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
2459554	RF_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6644	0.6527	0.4053	nan	nan
2459553	RF_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6600	0.6488	0.4041	nan	nan
2459552	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	9.535440	11.629017	20.302612	22.030263	23.367114	27.941343	-0.058015	-0.398071	0.6677	0.6533	0.4063	0.000000	0.000000
2459551	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.858707	4.116709	2.677512	3.296664	1.394083	2.740844	-2.008643	-2.680554	0.6640	0.6520	0.3995	2.912573	2.420070
2459550	RF_ok	-	61.29%	61.29%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0318	0.0325	0.0008	nan	nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

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.

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

Antenna 220: 2459810

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
220	N18	RF_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 220: 2459809

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459808

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459807

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459806

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459805

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459804

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459803

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459802

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459801

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459800

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459799

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459798

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459797

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459796

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459795

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459794

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459793

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459792

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459791

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
220	N18	RF_ok	ee Power	inf	281.478140	531.864372	inf	inf	1567.403351	-4910.777405	3783.298776	-8795.165377

---

Antenna 220: 2459790

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459789

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459788

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459787

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459786

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459785

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459784

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459783

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459782

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459781

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459778

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459776

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
220	N18	RF_ok	nn Temporal Discontinuties	21425.295400	8.984621	7.555610	17.247005	16.719482	3696.103522	3696.600198	17986.995309	21425.295400

---

Antenna 220: 2459773

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459772

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459771

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459770

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459769

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459768

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459767

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459766

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459765

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459763

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459761

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459760

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459759

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459758

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459757

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459755

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459754

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459753

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459752

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459750

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459749

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459748

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459747

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459746

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	Not Found	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459745

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459744

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459743

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459742

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459741

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459740

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459738

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459736

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459734

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459733

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459732

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459731

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459730

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459728

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459726

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459724

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459723

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459722

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459720

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459719

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459718

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459717

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459716

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459715

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459713

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459712

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Power	inf	389.910016	389.846105	inf	inf	2156.877797	1750.778941	5928.725834	6483.473662

---

Antenna 220: 2459711

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Power	inf	163.872367	1382.319658	inf	inf	-34687.287314	410791.374227	-115878.040267	1604819.067172

---

Antenna 220: 2459710

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459708

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459707

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459706

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459705

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459703

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459702

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459701

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459697

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459696

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459695

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
220	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459694

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
220	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459693

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
220	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459692

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
220	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459691

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
220	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459690

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
220	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 220: 2459689

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
220	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---