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 = "221"
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 221 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 221, 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%	282.215652	282.522322	inf	inf	-1167.830175	-1131.433625	-1769.088293	-2614.789225	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%	8.428700	5.624991	19.990357	20.137807	5289.738034	6199.054503	23136.704558	24773.505348	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%	388.761765	388.575502	inf	inf	2194.152345	2266.944105	9400.724178	8982.504187	nan	nan	nan	0.000000	0.000000
2459711	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	365.523894	366.052380	inf	inf	-88280.769173	-90941.575789	-330799.011479	-284720.508654	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%	2.596848	4.989618	6.122268	12.542914	6.118792	16.400550	2.959804	-2.880938	0.5732	0.5729	0.3270	4.726895	4.515811
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%	2.640421	5.343525	8.328261	17.245101	5.228253	18.269631	3.016724	-2.491162	0.5687	0.5659	0.3295	4.946951	4.467161
2459641	RF_ok	-	55.70%	55.70%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.4626	0.4595	0.0043	nan	nan
2459640	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.434427	6.036039	6.506169	13.490544	3.883597	17.851843	1.004815	-1.483368	0.5526	0.5524	0.3362	4.424387	4.150732
2459639	RF_ok	100.00%	0.00%	0.54%	0.00%	100.00%	0.00%	2.212515	4.423286	5.872116	12.569807	4.318583	15.413707	0.610750	-1.117734	0.5617	0.5607	0.3290	3.862694	3.788220
2459638	RF_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6671	0.6594	0.2883	nan	nan
2459637	RF_ok	100.00%	0.00%	1.62%	0.00%	100.00%	0.00%	2.175423	5.197817	7.279747	17.234844	3.258605	18.303864	2.009664	-1.953126	0.5517	0.5452	0.3386	3.740629	3.452082
2459636	RF_ok	100.00%	0.00%	2.70%	0.00%	100.00%	0.00%	2.154557	5.361182	7.145683	16.854564	1.786266	14.546462	0.208313	-1.362490	0.5517	0.5447	0.3391	4.020775	3.897215
2459635	RF_ok	100.00%	0.00%	2.22%	0.00%	100.00%	0.00%	2.541823	5.997798	7.194416	15.937036	3.397978	19.452415	0.706346	-1.645189	0.5594	0.5494	0.3428	4.255401	3.897598
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	0.025437	0.025437
2459633	RF_ok	100.00%	0.00%	1.13%	0.00%	100.00%	0.00%	2.367319	5.694827	8.296670	18.306216	3.313840	21.780747	2.178875	-2.093442	0.5502	0.5425	0.3585	4.164279	3.928842
2459632	RF_ok	100.00%	0.00%	0.54%	0.00%	100.00%	0.00%	2.294229	5.595641	6.961256	15.260653	1.687430	13.937856	0.750926	-1.643975	0.5610	0.5535	0.3552	3.566016	3.268695
2459631	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.035941	6.552325	7.673216	16.489366	2.381672	18.215827	2.015536	-1.967819	0.5605	0.5575	0.3511	4.544932	4.356666
2459630	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	3.496589	7.312945	6.799378	14.486005	2.783414	23.200993	1.781326	-2.266595	0.5686	0.5634	0.3475	5.227766	4.600149
2459629	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.595971	6.291831	7.529920	17.378683	2.423735	18.264046	2.862204	-1.065007	0.5892	0.5755	0.3396	5.305839	4.978183
2459628	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.995678	5.217702	6.334440	14.620737	2.558319	15.454555	4.481305	-2.120287	0.5655	0.5579	0.3577	3.979919	3.671905
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	0.008677	0.008677
2459626	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.754919	4.818801	5.777024	12.218598	4.299208	17.702425	7.046386	-2.010903	0.5809	0.5714	0.3613	0.000000	0.000000
2459625	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.963593	5.190172	6.046947	15.188950	2.521121	19.786388	1.395944	-1.451906	0.5775	0.5711	0.3558	4.648603	4.172685
2459624	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.200846	5.919946	6.143139	13.991801	4.319826	23.314468	4.688415	-2.377181	0.5786	0.5733	0.3508	4.000171	3.916079
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%	2.361312	5.890598	12.266831	28.599372	0.991370	12.348526	1.551721	-1.959500	0.5725	0.5688	0.3763	0.000000	0.000000
2459621	RF_ok	100.00%	-	-	-	100.00%	0.00%	2.147365	4.262231	6.397201	12.292874	3.702441	16.456440	-0.090664	-2.389685	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%	1.996994	4.930267	6.470087	16.057802	3.573646	19.174732	1.085422	-1.708880	0.5655	0.5560	0.3710	-0.000000	-0.000000
2459618	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.144627	5.595410	7.511304	17.146079	2.874138	19.315982	4.594727	-2.517163	0.5684	0.5608	0.3802	0.000000	0.000000
2459617	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.859477	4.679056	6.555521	14.170423	3.496425	19.817910	2.020398	-2.922024	0.5766	0.5716	0.3688	0.000000	0.000000
2459616	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.131703	5.107507	10.043204	24.667300	3.148756	23.033476	3.189774	-1.919251	0.5867	0.5725	0.3761	3.827455	2.087943
2459615	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.178178	5.261036	6.576480	14.355643	1.547460	15.680732	2.206603	-2.088749	0.5746	0.5694	0.3879	0.000000	0.000000
2459614	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.839747	7.462934	6.916659	15.025021	2.316831	14.528482	0.488838	-2.268650	0.5840	0.5741	0.3847	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%	1.081729	3.494281	7.176079	16.059582	9.555110	24.979145	1.600590	2.165484	0.4296	0.4106	0.2388	0.000000	0.000000
2459611	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.404278	4.277619	5.268111	11.727447	2.834431	15.193650	1.946289	-0.947643	0.6141	0.6223	0.3506	5.524918	5.021242
2459610	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.600510	4.735891	6.728513	15.479763	3.592402	17.074133	3.389431	7.362184	0.6603	0.6590	0.3191	5.947266	5.310436
2459609	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.794810	5.487168	8.218868	20.872232	1.152944	15.411298	1.892321	2.025119	0.6410	0.6371	0.3269	6.068460	5.653011
2459608	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.513262	4.679052	9.905346	23.619935	1.972395	18.662778	0.064680	-1.593016	0.6150	0.6143	0.3784	7.818869	6.135338
2459607	RF_ok	100.00%	43.24%	43.24%	0.00%	100.00%	0.00%	1.437888	2.076105	46.460123	63.904832	-0.648091	14.898889	-0.424348	-1.656930	0.3621	0.3637	0.2277	5.167760	4.172937
2459605	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	-0.334476	-0.257372	16.096097	15.531894	-0.520841	-0.192365	-0.620953	-0.390988	0.0483	0.0392	0.0068	nan	nan
2459604	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.524624	4.604475	8.045699	17.886421	3.240923	21.903481	2.008603	3.292166	0.6679	0.6571	0.3138	5.339884	5.165397
2459603	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.386434	3.961346	7.637326	19.284377	-0.199943	6.051838	0.241943	1.536526	0.7251	0.7169	0.3094	8.229939	6.609880
2459602	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.536959	4.641393	9.847961	24.087004	0.741997	12.824198	2.429516	0.630432	0.6267	0.6344	0.3653	4.926570	4.495827
2459598	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.737910	4.600273	7.910249	18.259932	2.963018	18.396630	0.765117	-1.862024	0.6370	0.6395	0.3764	5.703729	4.883128
2459597	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.418059	4.514153	8.389728	21.314118	1.979002	14.659807	4.246685	-1.350439	0.6374	0.6389	0.3467	4.061199	3.841016
2459596	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.292110	4.313059	7.089232	16.965603	2.246306	16.667751	0.589230	-1.428973	0.6415	0.6416	0.3601	5.215441	4.722711
2459595	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.942277	3.550124	6.446560	15.100446	5.949051	10.043103	5.335597	13.968402	0.7425	0.7320	0.2242	5.569879	5.137122
2459594	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.078933	-0.440303	6.446040	15.517128	0.603225	12.641880	4.329820	13.133181	0.7649	0.7440	0.2812	9.863547	7.813474
2459593	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.443641	3.431831	8.138898	19.210617	3.079930	17.894863	2.106451	4.140944	0.7127	0.7000	0.2650	5.198056	4.717062
2459592	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	-0.461492	-0.259019	17.241023	21.093898	-0.267859	0.805487	-0.418048	-0.014616	0.0304	0.0309	0.0015	nan	nan
2459591	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.791997	5.014861	9.551825	23.116719	3.076499	16.213346	0.586845	-1.746152	0.6427	0.6498	0.3755	5.557244	5.041154
2459590	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.986667	5.231774	8.754849	20.074905	2.313570	17.489157	0.879988	-1.682177	0.6446	0.6485	0.3692	6.523005	5.891693
2459589	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.347882	3.830086	7.683209	17.213193	2.355108	10.050497	3.336207	7.636046	0.6924	0.6802	0.2901	4.689211	4.321735
2459588	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.303229	2.460106	9.777426	23.117993	1.588819	11.670135	2.457549	6.896313	0.7576	0.7253	0.2474	10.190044	7.266861
2459587	RF_ok	100.00%	-	-	-	100.00%	0.00%	2.197965	5.427739	14.097177	32.630953	-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%	1.348475	1.330163	0.089526	2.033154	6.499477	6.266164	2.329705	-1.333401	0.6341	0.6439	0.3642	4.470137	3.907149
2459585	RF_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	17.241416	7.704061	1.947770	3.750035	9.325019	11.085843	1.550448	0.324011	0.0330	0.0340	0.0015	0.000000	0.000000
2459584	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	17.350580	20.844282	18.844514	35.113714	4.148552	10.001627	-0.388523	-1.420358	0.6004	0.6092	0.3775	0.000000	0.000000
2459583	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.729198	4.864612	4.631254	9.923922	1.182431	12.017908	0.442849	-1.514467	0.6478	0.6528	0.3871	4.552597	4.272880
2459582	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.460510	4.137067	4.519750	8.786135	1.860056	15.192181	0.667306	-1.567681	0.6492	0.6535	0.3916	4.244956	3.523563
2459581	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.133361	6.256519	4.418830	9.811203	1.435017	12.722567	0.821772	-1.771591	0.6551	0.6583	0.3894	3.750576	3.431492
2459580	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.845870	4.632678	5.347802	10.210706	1.602904	12.888842	-0.044664	-1.771077	0.6521	0.6560	0.3867	5.451982	4.589112
2459579	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.503121	4.498537	6.097759	11.561561	2.086614	14.971163	2.029807	-2.148550	0.6443	0.6484	0.3928	13.028138	9.487858
2459578	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	-0.666726	0.995103	9.689222	12.263862	0.311271	2.185771	2.725772	-0.569547	0.0316	0.0332	0.0028	nan	nan
2459577	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.133303	5.740304	4.185521	8.941980	1.928842	12.720042	0.685977	-1.750992	0.6469	0.6523	0.3915	4.751790	3.976307
2459576	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.631921	4.141368	3.216433	6.379111	2.310654	11.455538	1.058255	-1.744509	0.6743	0.6780	0.3892	4.900606	4.072986
2459575	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.473196	3.908508	3.133880	6.907505	0.926222	9.416152	2.415623	4.298142	0.7337	0.7276	0.3496	2.952683	2.793010
2459574	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.500501	4.276480	2.847278	6.317815	3.148764	11.740850	0.452344	-1.126871	0.6689	0.6734	0.3875	5.275174	4.142180
2459573	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.713562	4.977269	6.195363	12.870686	1.893684	14.951818	1.073588	-1.688347	0.6662	0.6723	0.3935	3.406794	3.066476
2459572	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.507155	4.440398	3.167623	6.519107	1.519462	8.942882	3.015673	-2.530680	0.6739	0.6798	0.3897	5.351666	4.270113
2459571	RF_ok	100.00%	100.00%	100.00%	0.00%	-	-	-0.948783	0.876286	9.920059	12.305927	-0.714422	0.508389	3.423411	-0.689784	0.0376	0.0333	0.0020	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%	1.319182	3.553163	3.588553	7.900620	2.759571	5.928191	2.298658	5.827895	0.7524	0.7492	0.2417	5.837992	4.590888
2459566	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.465767	4.610337	4.319123	9.282215	1.834732	11.468868	0.115154	-1.643764	0.6664	0.6710	0.4042	4.338398	3.516359
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%	3.277315	4.996741	3.523615	5.077117	0.168737	1.197325	-1.439442	-2.028368	0.6706	0.6562	0.4043	3.267292	2.662625
2459563	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	6.814064	9.259342	24.910962	28.603543	12.402123	18.939313	-1.509228	-2.518833	0.6687	0.6566	0.3981	5.018781	3.640594
2459562	RF_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.998107	3.474953	1.288671	2.109606	-0.014599	1.381652	-1.090020	-1.651710	0.6714	0.6620	0.3925	3.389511	2.733625
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	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.918734	3.653928	1.399595	2.510602	0.059979	1.821267	-1.277313	-2.166894	0.6677	0.6583	0.4047	3.435271	2.811532
2459559	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.768050	4.569466	2.037461	3.033721	0.337088	2.162018	-1.355181	-2.018585	0.6647	0.6587	0.3966	3.036876	2.516634
2459558	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	6.756036	9.461210	13.388108	15.062542	13.481967	19.438058	-1.643947	-2.465834	0.6684	0.6523	0.4024	6.521712	4.792004
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	0.6732	0.6601	0.4045	nan	nan
2459553	RF_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6654	0.6428	0.4013	nan	nan
2459552	RF_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	8.879739	11.646662	18.370805	21.233093	20.779345	27.805023	0.137243	-0.393557	0.6740	0.6534	0.4069	3.219666	3.054603
2459551	RF_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.225467	3.752283	1.921190	2.999313	0.079724	2.467341	-1.526746	-2.616379	0.6714	0.6578	0.4005	3.265280	2.643163
2459550	RF_ok	-	61.29%	61.29%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0323	0.0310	0.0009	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 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Power	inf	282.215652	282.522322	inf	inf	-1167.830175	-1131.433625	-1769.088293	-2614.789225

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Temporal Discontinuties	24773.505348	8.428700	5.624991	19.990357	20.137807	5289.738034	6199.054503	23136.704558	24773.505348

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	Nnan	Not Found	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Power	inf	388.575502	388.761765	inf	inf	2266.944105	2194.152345	8982.504187	9400.724178

---

Antenna 221: 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
221	N18	RF_ok	nn Power	inf	366.052380	365.523894	inf	inf	-90941.575789	-88280.769173	-284720.508654	-330799.011479

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	N18	RF_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 221: 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
221	18	RF_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---