Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "170"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 170 Report

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

Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 248 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

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

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

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

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

df = pd.DataFrame(to_show)

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

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

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

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

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

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

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

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

Antenna 170, Node N15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.331182 8.143851 22.622714 20.622425 47.264167 40.998558 4.285294 2.763783 0.0621 0.0564 0.0061 0.000000 0.000000
2459808 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.558460 14.487143 24.004247 22.238563 23.312131 21.518003 1.734965 0.994329 0.0801 0.0611 0.0055 1.186078 1.197511
2459807 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.086017 15.022798 16.233221 14.863298 19.860232 18.576084 6.204638 5.306929 0.6608 0.5639 0.4610 4.999434 4.729457
2459806 digital_ok 100.00% 0.00% 3.22% 0.00% 100.00% 0.00% 15.777864 12.543000 27.201107 24.413675 37.937009 33.590294 -4.172600 -5.010334 0.6860 0.5745 0.4423 3.417818 3.214148
2459805 digital_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 digital_ok 100.00% 0.00% 5.91% 0.00% 100.00% 0.00% 18.288761 15.838359 20.077383 18.285043 18.057239 17.492162 2.562874 3.897918 0.6300 0.5598 0.4385 3.413220 3.165138
2459803 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.680758 19.485508 27.340857 25.197301 18.905981 18.327014 5.212556 3.560772 0.6408 0.5805 0.4284 3.303754 2.887641
2459802 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.910999 16.304431 24.230091 21.812152 33.664360 29.551992 0.063473 0.830759 0.6976 0.5157 0.5049 0.000000 0.000000
2459801 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.220671 16.034248 19.835466 18.200167 33.207690 31.419894 4.602767 3.011923 0.6739 0.5660 0.4816 3.668847 3.306751
2459800 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.304466 17.036260 18.680282 17.277570 18.982269 17.693659 7.067866 5.452472 0.6410 0.6022 0.4161 3.888794 3.262948
2459799 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.259887 12.381508 24.676725 22.111066 49.785039 42.472055 -1.588197 -2.285789 0.7070 0.6077 0.4285 4.954382 3.875528
2459798 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.588376 16.240598 19.531016 18.007262 16.236474 14.737014 3.962038 3.315293 0.6441 0.6145 0.4257 4.188973 3.740824
2459797 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.645958 13.867038 18.743757 17.411650 21.147401 19.016011 7.417397 4.703762 0.6339 0.6081 0.4145 3.972027 4.312369
2459796 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.187651 14.836068 25.530245 22.988565 18.814743 16.559395 5.974532 3.698337 0.6349 0.6121 0.4040 0.000000 0.000000
2459795 digital_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 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.784867 16.643715 21.117654 19.216303 25.859653 22.562740 6.587143 4.206118 0.6116 0.5952 0.4051 0.000000 0.000000
2459793 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.634603 13.058055 20.017779 18.121011 26.765795 23.577939 1.769174 1.102524 0.5920 0.5872 0.3965 0.000000 0.000000
2459792 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.360074 12.891310 24.811211 22.828041 33.684400 28.937327 -1.334655 -2.029428 0.6902 0.5952 0.4242 4.317630 3.470963
2459791 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.112652 15.047634 27.136416 24.865591 25.703264 22.643467 0.313467 -0.258455 0.5820 0.5793 0.3863 6.998055 7.381963
2459790 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 27.071664 24.322679 25.113006 23.516792 38.027915 34.212746 0.878889 -0.184218 0.5604 0.5618 0.3760 53.621043 34.358759
2459789 digital_ok 100.00% 21.51% 0.00% 0.00% 100.00% 0.00% 23.906561 21.413023 26.854003 25.231554 39.816855 35.350475 4.979213 2.563552 0.5369 0.5374 0.3665 0.000000 0.000000
2459788 digital_ok 100.00% 13.23% 2.65% 0.00% 100.00% 0.00% 20.657115 18.575045 28.009363 26.529292 42.725638 37.771607 1.357434 0.130572 0.5453 0.5483 0.3635 0.852784 0.857634
2459787 digital_ok 100.00% 29.57% 8.06% 0.00% 100.00% 0.00% 20.054616 18.036668 23.194358 22.352542 27.439148 24.462539 7.415556 7.749684 0.5159 0.5161 0.3409 0.868418 0.864110
2459786 digital_ok 100.00% 8.06% 8.06% 0.00% 100.00% 0.00% 21.616470 19.334214 28.809005 26.827335 43.021611 37.069380 0.728293 -0.448810 0.5127 0.5149 0.3322 0.917103 0.913944
2459785 digital_ok 100.00% 2.69% 2.15% 0.00% 100.00% 0.00% 12.450052 10.503059 41.643345 38.307205 37.456236 31.508158 -1.424055 -1.755469 0.6891 0.6017 0.4212 0.000000 0.000000
2459784 digital_ok 100.00% 21.51% 16.13% 0.00% 100.00% 0.00% 19.267038 16.732770 31.614294 30.154090 41.101674 35.338172 -0.840850 -1.336449 0.4871 0.4901 0.3182 0.000000 0.000000
2459783 digital_ok 100.00% 5.39% 0.00% 0.00% 100.00% 0.00% 16.602929 13.747946 9.218023 7.998309 19.626660 15.792745 -0.505333 0.242829 0.4987 0.5042 0.3077 3.803515 4.245623
2459782 digital_ok 100.00% 21.51% 10.75% 0.00% 100.00% 0.00% 15.468888 12.809151 4.720980 3.968252 11.124824 8.893559 -0.858830 -0.796885 0.4710 0.4795 0.2962 3.532861 3.780300
2459781 digital_ok 0.00% 10.43% 10.43% 0.00% 10.39% 0.00% 2.125253 1.479477 0.978507 0.691952 0.018025 -0.974979 -2.061312 -2.094310 0.6714 0.6231 0.3468 1.506505 1.388808
2459778 digital_ok 100.00% 5.91% 3.22% 0.00% 100.00% 0.00% 9.813615 7.894258 7.120849 6.136183 19.002990 15.327270 -3.253614 -3.330627 0.6746 0.5887 0.4054 4.362408 3.839626
2459776 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.917269 5.904680 7.843514 7.396436 27.706286 22.354325 -5.850481 -6.361437 0.7246 0.6314 0.4230 5.709839 5.113263
2459774 digital_ok - 7.79% 6.23% 0.00% - - nan nan nan nan nan nan nan nan 0.6834 0.5933 0.4040 nan nan
2459773 digital_ok 100.00% 16.13% 10.75% 0.00% 100.00% 0.00% 6.755453 4.711100 11.994085 9.151814 14.334173 9.537640 -4.017213 -3.464171 0.4203 0.4319 0.2649 5.673010 5.911197
2459772 digital_ok 0.00% 10.75% 5.38% 0.00% 10.53% 0.00% 3.114200 1.422996 3.183558 1.544169 2.526933 0.848331 -2.506157 -2.359802 0.4240 0.4334 0.2599 1.440800 1.377665
2459771 digital_ok 0.00% 3.22% 2.69% 0.00% 3.21% 0.00% 2.868808 1.089983 3.065051 1.432835 2.358009 0.674226 -2.312922 -1.508923 0.6789 0.5750 0.3979 2.316913 1.798192
2459770 digital_ok 100.00% 18.82% 13.44% 0.00% 100.00% 0.00% 6.606163 4.287033 9.016765 6.282834 9.870564 6.074191 -2.737763 -2.023642 0.4212 0.4302 0.2751 3.158417 3.489508
2459769 digital_ok 100.00% 24.19% 18.82% 0.00% 100.00% 0.00% 7.567490 4.748612 11.629333 8.314535 12.583027 8.289910 -1.655590 -1.724227 0.4198 0.4275 0.2739 2.841945 2.938776
2459768 digital_ok 100.00% 21.51% 18.82% 0.00% 100.00% 0.00% 7.915520 5.169614 12.659009 9.288241 12.478762 7.323153 -2.735114 -2.468199 0.4254 0.4342 0.2787 3.326200 3.410191
2459767 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 3.770789 1.745169 3.382623 1.769801 2.722607 1.203136 -2.556918 -2.036552 0.4705 0.4735 0.2653 1.642939 1.604131
2459766 digital_ok 0.00% 16.13% 13.44% 0.00% 15.79% 0.00% 3.264279 1.445181 2.841894 1.433157 2.363845 0.713813 -2.149240 -1.596803 0.4447 0.4523 0.2854 1.631104 1.625622
2459765 digital_ok 100.00% 16.13% 13.44% 0.00% 100.00% 0.00% 9.223438 5.962984 15.319749 11.201675 13.844572 7.544866 -4.090824 -3.115506 0.4506 0.4558 0.2923 0.000000 0.000000
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_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 digital_ok 100.00% 18.82% 10.75% 0.00% 100.00% 0.00% 7.256874 4.585520 9.701237 7.231246 9.281991 5.607174 -3.823052 -2.902987 0.4730 0.4803 0.3093 0.000000 0.000000
2459760 digital_ok 100.00% 30.11% 24.19% 0.00% 100.00% 0.00% 8.066132 5.207964 12.629435 9.062711 25.733496 13.750738 -5.846296 -4.170765 0.4656 0.4686 0.3126 0.000000 0.000000
2459759 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.902607 0.438233 1.474814 0.217345 1.120947 -0.098369 -1.731432 -1.263723 0.4771 0.4840 0.2628 1.788532 1.736909
2459758 digital_ok 100.00% 2.69% 0.00% 0.00% 100.00% 0.00% 4.866117 2.220873 5.688945 3.340927 4.556662 1.597168 -2.481416 -1.520512 0.5108 0.5146 0.3203 2.884030 2.991990
2459757 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.045601 1.631290 4.756043 3.094558 4.168895 2.154146 -2.053549 -1.325280 0.6805 0.5849 0.3960 4.173061 3.669059
2459755 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.988124 2.323404 4.462250 2.615300 6.265145 3.143900 -0.311851 -0.877321 0.5421 0.5358 0.3372 0.000000 0.000000
2459754 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.934114 1.547878 3.958467 2.154695 5.386604 2.007533 -2.042768 -0.806451 0.5489 0.5438 0.3495 4.030725 3.888193
2459753 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.458619 2.076840 5.028888 2.881567 5.338070 2.068890 -2.612064 -1.839908 0.5525 0.5475 0.3544 4.401556 4.586971
2459752 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.707472 4.290192 14.820424 10.885550 18.433649 7.728460 -0.809232 -0.129680 0.5576 0.5569 0.3672 2.554663 2.888630
2459750 digital_ok 100.00% 2.70% 2.70% 0.00% 100.00% 0.00% 8.657105 5.147799 13.536606 9.796709 18.489078 12.384616 -0.970480 -0.362838 0.6699 0.5618 0.4091 0.000000 0.000000
2459749 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.199561 2.003089 4.630290 2.581663 4.289317 1.463785 -2.900634 -1.870764 0.5973 0.5972 0.3780 4.693922 4.452865
2459748 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.554322 2.249910 7.661878 5.058887 6.988533 3.403835 -1.920575 -1.806382 0.5983 0.5984 0.3929 4.046558 4.373785
2459747 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.960104 22.222865 33.471305 32.431011 15.026370 16.624972 4.343059 9.223517 0.6855 0.7023 0.3457 nan nan
2459746 digital_ok 100.00% 0.00% 0.00% 0.00% - - 41.293869 40.661855 48.404721 48.126571 6.647718 10.274216 -2.147188 -0.422762 0.6502 0.6736 0.3743 nan nan
2459745 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.765708 1.932108 3.830317 1.934018 3.646438 1.654319 -2.684204 -1.349867 0.6157 0.6163 0.4182 18.102764 20.021930
2459744 digital_ok 100.00% 0.00% 0.00% 0.00% - - 23.549461 24.573417 34.534966 33.370091 4.821457 5.818933 16.769556 31.641247 0.6653 0.6851 0.3816 nan nan
2459743 digital_ok 100.00% 2.70% 0.00% 0.00% 100.00% 0.00% 7.913640 4.526074 21.689542 15.673352 18.180316 12.277817 -3.306108 -0.531725 0.6824 0.5890 0.4161 5.441038 4.953564
2459742 digital_ok 100.00% 0.00% 0.00% 0.00% - - 25.673673 26.057194 47.678131 46.351135 14.835565 15.845342 -3.539678 1.063477 0.6774 0.6873 0.3898 nan nan
2459741 digital_ok 100.00% 0.00% 0.00% 0.00% - - 49.903270 49.747414 61.693552 60.090713 28.248428 33.207849 0.079520 7.610808 0.6807 0.6836 0.4195 nan nan
2459740 digital_ok 100.00% 0.00% 0.00% 0.00% - - 28.621684 29.685082 65.025703 62.336802 19.431784 21.637120 2.148198 12.570610 0.7127 0.7259 0.3958 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.660762 3.516094 20.051653 13.876717 15.909406 9.290583 -4.048771 -2.991025 0.6656 0.6569 0.4399 3.480302 3.494635
2459736 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.320844 1.838641 5.634318 3.454581 5.175233 2.938026 -1.859276 -1.650815 0.6835 0.5767 0.4194 2.791693 2.649695
2459734 digital_ok 100.00% 0.00% 0.00% 0.00% - - 23.562108 24.290921 33.830577 32.517584 14.805891 20.693098 -3.896994 -1.429566 0.7088 0.7263 0.3860 nan nan
2459733 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.282428 21.712940 34.314030 33.160851 5.371104 7.818190 -4.843128 -3.571871 0.7023 0.7086 0.3862 nan nan
2459732 digital_ok 100.00% 0.00% 0.00% 0.00% - - 27.514769 28.228211 37.091775 35.536461 8.225904 12.724104 -0.871379 -1.220187 0.6966 0.7021 0.3839 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.961361 3.497579 15.269094 10.150854 22.720766 15.395719 -2.066352 -1.957402 0.6581 0.6465 0.4257 3.610053 4.139303
2459730 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.219356 21.741493 34.366226 33.245417 8.166911 12.162840 3.553533 2.404762 0.7036 0.7034 0.3771 nan nan
2459728 digital_ok 100.00% 0.00% 0.00% 0.00% - - 19.326386 19.722717 35.710436 34.334813 15.575435 25.241186 -0.834064 1.177705 0.7095 0.7232 0.3691 nan nan
2459726 digital_ok 100.00% 0.00% 0.00% 0.00% - - 14.469089 14.755954 26.597100 25.627507 15.857793 26.632367 -3.648985 -1.346051 0.7013 0.7178 0.3679 nan nan
2459724 digital_ok 100.00% 0.00% 0.00% 0.00% - - 20.729331 21.176249 32.340105 31.255062 13.842482 17.065689 -6.304985 -0.800050 0.5796 0.6013 0.2956 nan nan
2459723 digital_ok 100.00% 0.00% 0.00% 0.00% - - 17.041782 17.073642 29.820108 28.965234 25.969548 35.647628 -3.164630 -1.902304 0.7382 0.6941 0.3686 nan nan
2459722 digital_ok 100.00% 0.00% 2.16% 0.00% 100.00% 0.00% 9.534306 5.730222 15.620697 11.597104 14.801969 9.905194 -3.569672 -3.094574 0.6679 0.5726 0.4328 5.008702 4.400906
2459720 digital_ok 100.00% 0.00% 0.00% 0.00% - - 14.860427 15.110756 31.609105 30.399801 31.579213 52.927284 -0.254489 3.011919 0.6862 0.7014 0.3537 nan nan
2459719 digital_ok 100.00% 0.00% 0.00% 0.00% - - 16.428319 16.916318 27.316986 26.132907 34.343962 59.086941 -1.486164 2.667064 0.6769 0.6908 0.3677 nan nan
2459718 digital_ok 100.00% 0.00% 0.00% 0.00% - - 18.703539 19.441335 36.076874 33.990871 16.733770 27.756382 1.248142 16.538446 0.6318 0.6539 0.3217 nan nan
2459717 digital_ok 100.00% 0.00% 0.00% 0.00% - - 18.378174 19.045730 27.911152 26.648069 13.503720 25.908494 -1.957618 3.476835 0.6650 0.6785 0.3521 nan nan
2459716 digital_ok 100.00% 0.00% 0.00% 0.00% - - 16.610218 17.126565 27.480550 26.230488 22.073758 39.209861 -1.592379 5.241285 0.6664 0.6872 0.3537 nan nan
2459715 digital_ok 100.00% 3.79% 2.71% 0.00% 100.00% 0.00% 7.829942 4.356758 16.399322 11.511763 17.895929 11.411941 -3.593376 -2.249538 0.6433 0.5628 0.4355 4.342698 4.246544
2459713 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.156668 21.967661 32.706326 31.210419 15.004830 23.409437 6.026658 6.616689 0.6437 0.6641 0.3248 nan nan
2459712 digital_ok 100.00% 21.51% 24.19% 0.00% 100.00% 0.00% 8.071055 5.492453 16.397253 12.041942 14.524042 10.394693 -0.687031 -0.808370 0.5285 0.5176 0.3342 3.740277 3.433751
2459711 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.404056 5.322780 17.043470 16.270615 0.494500 1.544064 -0.000418 2.821944 0.5582 0.5851 0.2786 nan nan
2459710 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.285233 5.307452 20.954607 20.170810 11.759541 23.731670 1.840033 8.642974 0.6292 0.6388 0.3199 nan nan
2459708 digital_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 digital_ok 0.00% 0.00% 0.00% 0.00% 22.73% 0.00% 1.215279 1.070853 -0.400899 -0.565359 -0.434733 -0.846973 -2.804258 -2.242935 0.7080 0.6735 0.3186 0.405269 0.360386
2459706 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.482894 4.347841 18.045627 17.738731 16.924943 24.303214 -2.283112 -0.953256 0.7330 0.7453 0.3119 nan nan
2459705 digital_ok 100.00% 0.00% 0.00% 0.00% - - 18.007325 18.699056 42.895486 40.814990 8.100637 17.264044 4.793968 17.209938 0.6784 0.7019 0.3139 nan nan
2459703 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.767370 16.576888 54.490003 51.417834 1.531891 8.250393 -8.234452 -4.575288 0.5453 0.5808 0.2519 nan nan
2459702 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.967256 1.795046 15.952709 10.526185 4.508671 3.945401 -3.985674 1.488579 0.5904 0.5894 0.3482 0.000000 0.000000
2459701 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.032938 1.891537 7.853506 5.111914 4.345653 3.635152 -2.216895 -1.817717 0.6015 0.5998 0.3420 0.000000 0.000000
2459697 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5257.334802 5257.334802 4907.870816 4907.870816 3320.613844 3320.613844 16215.789562 16215.789562 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1007.303184 1007.303184 904.289349 904.289349 922.067664 922.067664 3679.198793 3679.198793 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 749.362140 749.362140 727.851561 727.851561 722.195645 722.195645 2392.411631 2392.411631 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 digital_ok 100.00% 4.33% 3.24% 0.00% 100.00% 0.00% 8.136144 4.598842 10.735029 7.487507 12.925174 8.463821 -2.237165 -1.192994 0.5996 0.5596 0.4026 5.020481 4.983906
2459693 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.584112 1.466264 16.318118 11.246586 14.542955 7.423054 16.969504 11.692618 0.6496 0.6430 0.3292 3.034673 3.265544
2459692 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.694508 1.918126 8.097020 5.340384 4.383803 3.060834 6.487877 5.798834 0.6578 0.6921 0.2980 5.344282 5.594692
2459691 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.760163 2.123818 17.247094 11.245736 5.258814 2.019694 -4.419598 6.475710 0.5455 0.5511 0.3664 5.721204 5.273683
2459690 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.155401 2.719858 18.503796 12.426537 9.043294 4.460922 -5.803813 -0.953754 0.5980 0.6021 0.3828 0.000000 0.000000
2459689 digital_ok 100.00% - - - - - 4.778129 2.849284 11.306221 7.787395 14.191626 11.669252 -3.520300 -0.261398 nan nan nan nan nan
2459688 digital_ok 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 4.031536 4.048537
2459687 digital_ok 100.00% 99.46% 99.46% 0.00% - - 4.758845 3.313748 14.915675 10.598075 -3.621607 -0.144663 -10.722915 -6.963108 0.2506 0.2566 0.1339 nan nan
2459686 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.052879 2.640959 11.311531 7.993824 6.444313 3.258515 -1.153095 -0.876053 0.5795 0.5812 0.3746 4.320466 4.331076
2459685 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.087956 3.090340 10.508905 7.442016 6.667804 3.386954 -0.602652 -0.720246 0.5896 0.5915 0.3739 12.873579 10.169301
2459684 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.089184 3.210377 14.391616 9.924246 4.158524 1.946609 -0.905360 0.377334 0.5808 0.5909 0.3799 4.083371 4.046973
2459676 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.008691 3.000845 16.020405 10.686704 9.109449 6.888285 -2.039015 -1.583838 0.5935 0.5984 0.3815 3.811743 3.862684
2459675 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.737964 2.895208 13.531726 9.303690 14.105318 9.642481 -1.060788 -0.581547 0.5998 0.6040 0.3773 6.234320 5.426754
2459674 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.421914 3.408399 14.786855 10.106346 9.243489 5.857369 -1.919384 -1.679760 0.5915 0.5999 0.3835 3.494272 3.551332
2459673 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.506235 4.666590 14.771814 10.144735 19.944456 14.405625 -1.125461 -0.659415 0.6037 0.5991 0.3768 4.330443 4.250761
2459672 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.485355 2.885071 14.946260 10.008532 6.335574 3.748559 -0.926073 -1.038024 0.5983 0.6045 0.3829 0.000000 0.000000
2459671 digital_ok 100.00% 32.97% 33.51% 0.00% 100.00% 0.00% 7.967852 5.039904 13.127406 9.283516 20.754795 15.975826 -3.212861 -2.511709 0.4679 0.4771 0.2867 0.000000 0.000000
2459670 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 digital_ok 100.00% 0.00% 0.00% 0.00% - - 20.496844 21.686679 71.830420 68.262555 9.013571 12.935142 3.897953 11.145615 0.6456 0.6816 0.3201 nan nan
2459668 digital_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 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.040662 3.563579 15.119954 10.534391 9.438570 7.807302 -4.989391 -3.142442 0.5948 0.5985 0.3984 4.112203 3.951596
2459664 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.255171 1.204030 1.441237 -0.730739 6.546552 10.113524 2.971010 1.050832 0.0289 0.0289 0.0007 nan nan
2459663 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.141005 4.976512 24.252655 16.718095 36.320066 25.681091 -1.919539 -1.364169 0.5819 0.5767 0.3587 6.942830 6.521371
2459662 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459661 digital_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 digital_ok 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 6.407349 3.501580 18.632134 12.710437 21.831502 15.616475 2.107693 0.089064 0.5809 0.5771 0.3467 5.977319 5.732869
2459659 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.133568 3.902108 14.924652 10.283442 21.662510 15.530970 -3.893185 -2.976154 0.5758 0.5802 0.3508 4.242500 4.186885
2459658 digital_ok 100.00% 0.64% 0.64% 0.00% 100.00% 0.00% 6.139808 3.392738 11.755314 8.272029 14.241922 10.648860 -4.744278 -3.243958 0.5706 0.5761 0.3538 6.316646 6.054210
2459657 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.284896 4.557880 17.468367 12.222399 19.320115 14.124213 8.968434 3.061250 0.5902 0.5828 0.3568 4.067622 3.789277
2459656 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.703270 4.499928 13.241143 9.099794 18.737890 13.914927 -4.085877 -3.183537 0.5665 0.5688 0.3657 3.394435 3.173047
2459655 digital_ok 100.00% 0.00% 0.00% 0.00% - - 25.733973 26.781593 68.746394 65.190472 12.561523 16.170028 2.192040 6.261303 0.6538 0.6842 0.3139 nan nan
2459653 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.062606 4.619780 12.671817 8.971666 18.672668 13.920382 -0.390773 -0.887483 0.5812 0.5867 0.3612 3.949933 3.620695
2459652 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.510695 5.224359 16.481771 11.109247 18.752188 13.756366 -0.470814 -1.534726 0.5838 0.5901 0.3602 8.602254 9.010162
2459651 digital_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 digital_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 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.047016 4.017254 14.732564 10.056791 18.275764 13.117546 0.051238 -1.780374 0.6085 0.6080 0.3415 4.385556 4.048301
2459648 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 digital_ok 0.00% 81.63% 81.63% 0.00% 0.00% 0.00% 1.033435 1.033435 1.039338 1.039338 1.213283 1.213283 2.589844 2.589844 0.2084 0.2084 0.0000 0.160751 0.160751
2459646 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.731590 3.982530 16.954706 11.546598 18.352511 14.010370 -3.992548 -3.019696 0.5630 0.5720 0.3392 4.680453 4.098237
2459645 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.463387 3.818585 17.386726 11.413182 17.212002 11.689059 10.229769 12.549195 0.6471 0.6791 0.2769 5.262685 5.522291
2459642 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.008423 3.808598 22.483339 15.233619 19.062787 14.348819 -1.693480 -0.817569 0.5538 0.5663 0.3452 5.631383 5.323711
2459641 digital_ok - 55.70% 55.70% 0.00% - - nan nan nan nan nan nan nan nan 0.4693 0.4611 0.0024 nan nan
2459640 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.051324 4.578944 17.604982 12.101982 17.981588 14.269263 -0.669322 -0.465476 0.5439 0.5570 0.3410 4.269632 4.300386
2459639 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 451.438335 2671.390617 inf inf -8664.728908 64851.579198 -27729.608602 197645.394063 nan nan nan 0.000000 0.000000
2459638 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6178 0.6624 0.3163 nan nan
2459637 digital_ok 100.00% 0.00% 1.62% 0.00% 100.00% 0.00% 6.860283 3.880198 21.970000 15.053460 17.950016 14.311030 -2.071581 -1.565750 0.5444 0.5473 0.3397 3.915903 3.800577
2459636 digital_ok 100.00% 0.00% 1.08% 0.00% 100.00% 0.00% 7.097204 4.001971 21.473720 14.881555 13.714283 11.422020 -1.008069 -0.748780 0.5468 0.5488 0.3396 3.959243 3.801971
2459635 digital_ok 100.00% 0.54% 1.62% 0.00% 100.00% 0.00% 7.908271 4.371748 20.741320 13.782767 19.068680 13.721481 0.384204 0.116729 0.5457 0.5490 0.3435 4.387918 4.147974
2459634 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.672644 2.611726 152134.380261 2.614151 8.952932 2.051996 8.911394 1.959798 1.0000 1.0000 0.0000 0.067802 0.068162
2459633 digital_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
2459632 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.491756 3.970216 19.455878 13.243143 12.994410 10.477538 0.465963 0.254905 0.5508 0.5568 0.3550 4.293139 4.052909
2459631 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.918978 4.884179 21.051494 14.464956 17.349932 14.140001 -1.436739 -1.527423 0.5533 0.5603 0.3499 4.762228 4.532109
2459630 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.938630 5.426804 18.809606 12.636859 21.442412 17.719282 -1.956152 -1.092510 0.5555 0.5626 0.3501 6.416283 5.727559
2459629 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.612042 4.948800 21.953038 15.355869 16.944851 14.733644 -0.565670 -0.455574 0.5733 0.5741 0.3420 6.188824 6.300624
2459628 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.944456 3.815164 18.786636 12.906931 14.584673 12.243174 -1.902177 -1.656521 0.5569 0.5611 0.3588 3.909089 3.822371
2459627 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.638919 4.638919 4.664106 4.664106 4.018420 4.018420 3.545685 3.545685 1.0000 1.0000 0.0000 0.305979 0.305979
2459626 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.729275 3.565564 16.333122 10.979417 17.556174 14.441662 -3.500840 -2.743510 0.5747 0.5798 0.3589 3.966478 3.876326
2459625 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.183451 3.901033 19.434370 13.410896 17.208333 14.924904 -1.051795 -1.036804 0.5688 0.5735 0.3595 4.654272 4.496008
2459624 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.260748 4.342372 18.204663 12.456592 22.076504 19.155225 -2.428080 -2.068585 0.5731 0.5779 0.3548 6.802489 6.255076
2459623 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.585368 4.187680 35.042489 24.884872 11.181295 9.357639 -2.280626 -0.836495 0.5680 0.5759 0.3785 11.946704 1.835187
2459621 digital_ok 100.00% - - - 100.00% 0.00% 11.924829 7.641104 16.894305 11.188947 18.823072 12.384141 8.617253 7.544897 nan nan nan 0.000000 0.000000
2459620 digital_ok 100.00% 0.00% 0.00% 0.00% - - 22.471075 22.563496 81.143790 75.972011 46.572822 80.602299 3.605108 19.121892 0.6492 0.6643 0.3204 nan nan
2459619 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 307.579288 306.228654 inf inf -15295.327374 -15191.163087 -8504.134514 -8436.212404 nan nan nan 0.000000 0.000000
2459618 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.632321 4.313719 22.013003 15.264548 17.929128 15.967100 -1.891105 -2.201643 0.5794 0.5786 0.3831 7.000293 6.331658
2459617 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.672736 3.507423 18.409359 12.638457 18.091649 16.252171 1.147435 1.940966 0.5895 0.5919 0.3670 9.007354 9.863520
2459616 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.935590 3.937541 30.677920 21.727843 19.981745 17.657986 -1.430137 -0.901314 0.5785 0.5749 0.3975 4.000828 3.565450
2459615 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.738865 3.916908 18.585986 12.512543 14.009997 7.874310 -1.724131 -0.536913 0.5835 0.5863 0.3902 7.744761 6.421568
2459614 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.927036 4.318568 19.868877 13.868074 13.612565 11.844005 0.081571 -1.257911 0.5869 0.5899 0.3905 0.000000 0.000000
2459613 digital_ok 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 digital_ok 100.00% 67.57% 67.57% 0.00% 100.00% 0.00% 4.868023 2.957916 20.881977 14.527668 27.153635 20.365738 -0.136551 2.137930 0.3356 0.3480 0.1960 0.000000 0.000000
2459611 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 320.460338 323.221301 inf inf 50.078791 51.757170 1055.377224 1071.438288 nan nan nan 0.000000 0.000000
2459610 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 350.664142 350.863904 inf inf 45.684165 48.741482 575.279657 602.341463 nan nan nan 0.000000 0.000000
2459609 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 388.337835 388.648895 inf inf 67.918439 71.712528 1232.459776 1241.653148 nan nan nan 0.000000 0.000000
2459608 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.544582 3.008448 28.923449 18.977347 16.060543 11.917370 0.929857 0.063574 0.6023 0.6134 0.3982 4.800841 4.245772
2459607 digital_ok 100.00% 40.54% 40.54% 0.00% 100.00% 0.00% 3.409795 4.797723 39.526376 23.211079 27.614484 18.908159 3.227557 1.441448 0.3600 0.3736 0.2469 5.158919 4.520254
2459605 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.703307 -0.718948 0.768884 -0.557552 -0.460701 -0.600852 -1.138280 0.303897 0.0276 0.0272 0.0011 nan nan
2459604 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 353.160233 352.927967 inf inf 55.915996 58.097153 625.565787 611.349138 nan nan nan 0.000000 0.000000
2459603 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.927287 2.973081 23.706493 16.885354 7.094287 5.725057 4.834251 4.392806 0.6943 0.7220 0.3384 6.688986 7.282998
2459602 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.698205 3.342807 29.566162 20.750100 10.847508 9.426112 -1.022119 1.805146 0.6117 0.6335 0.3906 4.531952 4.431659
2459598 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.517180 3.436789 23.052099 16.017581 17.077729 14.249198 0.700938 -0.577296 0.6230 0.6358 0.4007 5.483577 5.114708
2459597 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.264524 3.328440 26.644557 18.631850 13.364157 11.414736 -1.053744 -1.368348 0.6151 0.6357 0.3743 4.049008 4.134301
2459596 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.238252 3.258326 21.386100 15.006431 16.218339 13.596618 -0.509128 -0.766852 0.6279 0.6394 0.3868 5.646837 4.991256
2459595 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 395.237307 396.805476 inf inf 34.950328 32.905189 198.909633 197.665950 nan nan nan 0.000000 0.000000
2459594 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 102.363947 103.658876 inf inf 32.656509 31.302299 89.600472 95.464980 nan nan nan 0.000000 0.000000
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.074959 2.538877 24.274150 17.019897 17.034690 14.288913 8.028395 4.024901 0.6562 0.6656 0.3230 4.883531 4.671862
2459592 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.237675 3.357189 56.198002 52.643698 8.428627 18.415167 -1.331755 1.803612 0.7343 0.7636 0.4033 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.878504 3.350739 28.286964 19.980374 14.801907 11.026227 -1.188638 0.049754 0.6265 0.6487 0.4033 4.231849 4.105615
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 361.315361 361.601119 inf inf 31.419905 36.301011 212.635115 207.545223 nan nan nan 0.000000 0.000000
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 338.397506 339.154027 inf inf 56.363633 59.067387 424.108781 432.229856 nan nan nan 0.000000 0.000000
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 225.663728 226.363328 inf inf 23.396582 27.110528 19.135656 16.707727 nan nan nan 0.000000 0.000000
2459587 digital_ok 100.00% - - - 100.00% 0.00% 7.317546 4.090002 40.144431 29.032245 2.533847 2.556894 -0.487913 -1.295753 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.717593 0.680739 3.261871 1.228178 6.198461 5.455594 1.415714 0.005565 0.6281 0.6492 0.3850 4.848286 4.362335
2459585 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 34.861840 34.410103 23.851727 21.062088 7.432648 7.326266 -1.605223 5.765330 0.6855 0.7105 0.3157 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.875025 15.759129 40.816934 27.858156 10.370141 8.847208 21.190556 20.837446 0.5842 0.6113 0.4019 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.739530 2.850085 11.752246 7.864078 11.256119 7.558746 -0.592757 -0.020600 0.6181 0.6413 0.4267 -0.000000 -0.000000
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.312435 2.762129 10.771727 7.862377 14.094705 10.898524 -0.670842 -0.548257 0.6289 0.6509 0.4175 6.120401 5.160487
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.407379 4.210803 11.181133 8.476526 11.068226 3.035781 0.125848 0.089327 0.6291 0.6504 0.4179 3.830383 3.419963
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.824092 2.722392 12.291178 8.262144 12.129213 8.524386 -0.439372 0.516794 0.6333 0.6560 0.4140 6.897933 5.734003
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.713324 2.436136 14.140720 9.243090 13.426892 7.284860 -1.683428 3.124219 0.6283 0.6509 0.4191 10.487966 8.591527
2459578 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.754324 4.057116 31.244177 29.807508 8.271887 20.659058 6.131293 13.717098 0.7477 0.7830 0.4113 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.041966 4.140718 10.573406 7.949011 12.118289 6.220137 -0.929237 0.341641 0.6295 0.6518 0.4149 5.574012 4.985034
2459576 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.436497 3.251695 7.948069 5.917163 11.069843 9.089620 -0.500646 -0.793155 0.6451 0.6668 0.4247 4.474538 3.925944
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.345155 2.794763 8.477352 6.205157 9.593402 7.441908 6.082505 4.189787 0.7054 0.7243 0.3734 3.188954 2.844540
2459574 digital_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
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.195242 3.754919 15.133093 11.565485 13.615954 10.924325 -0.471332 -0.565073 0.6497 0.6697 0.4195 -0.000000 -0.000000
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.882036 3.219452 7.953225 5.936707 9.385531 7.126627 -2.158991 -1.896466 0.6528 0.6739 0.4156 6.111446 5.108125
2459571 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.044510 3.747421 32.217976 31.046541 31.741168 49.211536 4.235902 11.852647 0.6863 0.7201 0.3919 nan nan
2459570 digital_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 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 806.977816 446.027117 inf inf -17940.016945 -9110.039074 -2437.569322 -1297.163151 nan nan nan 0.000000 0.000000
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.568324 3.307842 10.831250 8.256110 11.110703 8.607704 0.281117 0.507839 0.6505 0.6719 0.4268 0.000000 0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.751415 0.751415 0.674491 0.674491 0.881824 0.881824 0.311291 0.311291 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% 2.673108 0.426898 2.523143 -0.113240 -0.182441 -1.787120 -0.421890 -0.258415 0.6585 0.6766 0.4248 1.838975 1.618543
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.297140 3.582965 22.959601 17.509670 11.930142 8.832128 1.312920 1.585653 0.6574 0.6769 0.4193 12.034356 10.944508
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% 1.530109 -0.309845 0.794933 -0.549310 -0.538428 -2.312174 -0.267551 -0.332619 0.6604 0.6828 0.4176 1.933403 1.716533
2459561 digital_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 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 1.08% 1.564069 0.082970 0.931843 -0.235755 -0.247388 -1.416301 -0.421862 -0.490475 0.6618 0.6815 0.4277 1.832548 1.619188
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 1.08% 2.238700 0.540532 1.505779 0.259782 -0.024509 -0.895083 -0.741673 -0.707294 0.6609 0.6838 0.4144 1.949509 1.681098
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.256395 3.776707 12.409082 8.999920 12.562974 8.336820 -1.223458 0.256947 0.6674 0.6824 0.4193 8.233819 7.291750
2459557 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7997 0.8201 0.3126 nan nan
2459556 digital_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 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6642 0.6848 0.4255 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6629 0.6826 0.4240 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.871526 4.833848 16.898584 13.383240 17.857416 14.328946 1.150143 1.209752 0.6623 0.6823 0.4262 6.646798 6.595797
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.783911 0.122921 1.330575 -0.176266 -0.230309 -2.392297 -1.194308 -0.725648 0.6591 0.6844 0.4214 1.914571 1.662003
2459550 digital_ok - 28.01% 28.01% 0.00% - - nan nan nan nan nan nan nan nan 0.5191 0.5434 0.2700 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.092653 3.461148 12.536983 9.476043 12.528364 9.246225 0.076458 0.981694 0.6585 0.6835 0.4303 3.882672 3.467219
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.915310 3.983998 24.861907 19.602461 0.396094 0.597627 -0.816233 -1.417510 0.7307 0.7430 0.3714 8.874498 7.846259
2459541 digital_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
2459540 digital_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
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.150366 6.003961 20.632359 16.144825 18.751853 15.911191 -2.795622 -1.854468 0.6759 0.6962 0.4538 0.000000 0.000000
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 98.66% 1.34% 2.238114 0.629775 2.157856 0.410406 1.371657 -1.910757 0.022507 0.698412 0.7555 0.7531 0.3897 0.981045 0.986500
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 97.77% 2.23% 1.728787 0.126386 1.247019 -0.479147 -0.532003 -2.394984 -1.184236 0.513537 0.7463 0.7426 0.3818 0.000000 0.000000
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.825410 3.433577 12.918367 8.547203 10.509189 6.708729 -1.790448 2.482852 0.6598 0.6876 0.4497 -0.000000 -0.000000
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.090089 3.977313 16.979096 11.009036 13.427548 8.708716 -1.973479 0.881132 0.6733 0.6968 0.4362 12.749201 9.382549
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 98.82% 1.18% 1.658241 0.171527 1.126903 -0.232486 -0.219153 -2.050765 -1.076349 0.025689 0.6881 0.7096 0.4318 0.876246 0.874371
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_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
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_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
2459513 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.823295 5.043521 30.633161 29.620273 7.240279 28.096801 4.260160 11.045558 0.8511 0.9015 0.2787 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.138830 1.076211 6.306164 5.470982 5.640692 3.546513 5.962512 6.210354 0.9016 0.9578 0.1953 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.943487 3.421483 8.646128 6.657138 0.816447 1.261017 -0.663260 2.454639 0.8846 0.8578 0.2048 18.071301 15.345374
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.154524 4.376616 8.811385 7.045140 14.674489 10.961337 0.031011 3.267607 0.0841 0.0522 0.0107 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

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

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

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

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

Antenna 170: 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
170 N15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 47.264167 8.143851 9.331182 20.622425 22.622714 40.998558 47.264167 2.763783 4.285294

Antenna 170: 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
170 N15 digital_ok ee Power 24.004247 14.487143 16.558460 22.238563 24.004247 21.518003 23.312131 0.994329 1.734965

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 19.860232 15.022798 17.086017 14.863298 16.233221 18.576084 19.860232 5.306929 6.204638

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 37.937009 15.777864 12.543000 27.201107 24.413675 37.937009 33.590294 -4.172600 -5.010334

Antenna 170: 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
170 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 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
170 N15 digital_ok ee Power 20.077383 15.838359 18.288761 18.285043 20.077383 17.492162 18.057239 3.897918 2.562874

Antenna 170: 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
170 N15 digital_ok ee Power 27.340857 22.680758 19.485508 27.340857 25.197301 18.905981 18.327014 5.212556 3.560772

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 33.664360 16.304431 18.910999 21.812152 24.230091 29.551992 33.664360 0.830759 0.063473

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 33.207690 16.034248 18.220671 18.200167 19.835466 31.419894 33.207690 3.011923 4.602767

Antenna 170: 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
170 N15 digital_ok ee Shape 19.304466 17.036260 19.304466 17.277570 18.680282 17.693659 18.982269 5.452472 7.067866

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 49.785039 12.381508 15.259887 22.111066 24.676725 42.472055 49.785039 -2.285789 -1.588197

Antenna 170: 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
170 N15 digital_ok ee Power 19.531016 18.588376 16.240598 19.531016 18.007262 16.236474 14.737014 3.962038 3.315293

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 21.147401 13.867038 15.645958 17.411650 18.743757 19.016011 21.147401 4.703762 7.417397

Antenna 170: 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
170 N15 digital_ok ee Power 25.530245 17.187651 14.836068 25.530245 22.988565 18.814743 16.559395 5.974532 3.698337

Antenna 170: 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
170 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 25.859653 18.784867 16.643715 21.117654 19.216303 25.859653 22.562740 6.587143 4.206118

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 26.765795 14.634603 13.058055 20.017779 18.121011 26.765795 23.577939 1.769174 1.102524

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 33.684400 15.360074 12.891310 24.811211 22.828041 33.684400 28.937327 -1.334655 -2.029428

Antenna 170: 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
170 N15 digital_ok ee Power 27.136416 17.112652 15.047634 27.136416 24.865591 25.703264 22.643467 0.313467 -0.258455

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 38.027915 24.322679 27.071664 23.516792 25.113006 34.212746 38.027915 -0.184218 0.878889

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 39.816855 21.413023 23.906561 25.231554 26.854003 35.350475 39.816855 2.563552 4.979213

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 42.725638 18.575045 20.657115 26.529292 28.009363 37.771607 42.725638 0.130572 1.357434

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 27.439148 20.054616 18.036668 23.194358 22.352542 27.439148 24.462539 7.415556 7.749684

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 43.021611 19.334214 21.616470 26.827335 28.809005 37.069380 43.021611 -0.448810 0.728293

Antenna 170: 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
170 N15 digital_ok ee Power 41.643345 10.503059 12.450052 38.307205 41.643345 31.508158 37.456236 -1.755469 -1.424055

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 41.101674 19.267038 16.732770 31.614294 30.154090 41.101674 35.338172 -0.840850 -1.336449

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 19.626660 13.747946 16.602929 7.998309 9.218023 15.792745 19.626660 0.242829 -0.505333

Antenna 170: 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
170 N15 digital_ok ee Shape 15.468888 12.809151 15.468888 3.968252 4.720980 8.893559 11.124824 -0.796885 -0.858830

Antenna 170: 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
170 N15 digital_ok ee Shape 2.125253 2.125253 1.479477 0.978507 0.691952 0.018025 -0.974979 -2.061312 -2.094310

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 19.002990 7.894258 9.813615 6.136183 7.120849 15.327270 19.002990 -3.330627 -3.253614

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 27.706286 8.917269 5.904680 7.843514 7.396436 27.706286 22.354325 -5.850481 -6.361437

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 14.334173 4.711100 6.755453 9.151814 11.994085 9.537640 14.334173 -3.464171 -4.017213

Antenna 170: 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
170 N15 digital_ok ee Power 3.183558 3.114200 1.422996 3.183558 1.544169 2.526933 0.848331 -2.506157 -2.359802

Antenna 170: 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
170 N15 digital_ok ee Power 3.065051 1.089983 2.868808 1.432835 3.065051 0.674226 2.358009 -1.508923 -2.312922

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 9.870564 4.287033 6.606163 6.282834 9.016765 6.074191 9.870564 -2.023642 -2.737763

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 12.583027 4.748612 7.567490 8.314535 11.629333 8.289910 12.583027 -1.724227 -1.655590

Antenna 170: 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
170 N15 digital_ok ee Power 12.659009 7.915520 5.169614 12.659009 9.288241 12.478762 7.323153 -2.735114 -2.468199

Antenna 170: 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
170 N15 digital_ok ee Shape 3.770789 3.770789 1.745169 3.382623 1.769801 2.722607 1.203136 -2.556918 -2.036552

Antenna 170: 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
170 N15 digital_ok ee Shape 3.264279 1.445181 3.264279 1.433157 2.841894 0.713813 2.363845 -1.596803 -2.149240

Antenna 170: 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
170 N15 digital_ok ee Power 15.319749 5.962984 9.223438 11.201675 15.319749 7.544866 13.844572 -3.115506 -4.090824

Antenna 170: 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
170 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 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
170 N15 digital_ok ee Power 9.701237 4.585520 7.256874 7.231246 9.701237 5.607174 9.281991 -2.902987 -3.823052

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 25.733496 8.066132 5.207964 12.629435 9.062711 25.733496 13.750738 -5.846296 -4.170765

Antenna 170: 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
170 N15 digital_ok ee Shape 1.902607 1.902607 0.438233 1.474814 0.217345 1.120947 -0.098369 -1.731432 -1.263723

Antenna 170: 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
170 N15 digital_ok ee Power 5.688945 4.866117 2.220873 5.688945 3.340927 4.556662 1.597168 -2.481416 -1.520512

Antenna 170: 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
170 N15 digital_ok ee Power 4.756043 1.631290 3.045601 3.094558 4.756043 2.154146 4.168895 -1.325280 -2.053549

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 6.265145 4.988124 2.323404 4.462250 2.615300 6.265145 3.143900 -0.311851 -0.877321

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 5.386604 3.934114 1.547878 3.958467 2.154695 5.386604 2.007533 -2.042768 -0.806451

Antenna 170: 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
170 N15 digital_ok ee Shape 5.458619 2.076840 5.458619 2.881567 5.028888 2.068890 5.338070 -1.839908 -2.612064

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 18.433649 7.707472 4.290192 14.820424 10.885550 18.433649 7.728460 -0.809232 -0.129680

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 18.489078 8.657105 5.147799 13.536606 9.796709 18.489078 12.384616 -0.970480 -0.362838

Antenna 170: 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
170 N15 digital_ok ee Shape 5.199561 5.199561 2.003089 4.630290 2.581663 4.289317 1.463785 -2.900634 -1.870764

Antenna 170: 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
170 N15 digital_ok ee Power 7.661878 5.554322 2.249910 7.661878 5.058887 6.988533 3.403835 -1.920575 -1.806382

Antenna 170: 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
170 N15 digital_ok ee Power 33.471305 21.960104 22.222865 33.471305 32.431011 15.026370 16.624972 4.343059 9.223517

Antenna 170: 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
170 N15 Not Found ee Power 48.404721 40.661855 41.293869 48.126571 48.404721 10.274216 6.647718 -0.422762 -2.147188

Antenna 170: 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
170 N15 digital_ok ee Shape 4.765708 1.932108 4.765708 1.934018 3.830317 1.654319 3.646438 -1.349867 -2.684204

Antenna 170: 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
170 N15 digital_ok ee Power 34.534966 23.549461 24.573417 34.534966 33.370091 4.821457 5.818933 16.769556 31.641247

Antenna 170: 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
170 N15 digital_ok ee Power 21.689542 7.913640 4.526074 21.689542 15.673352 18.180316 12.277817 -3.306108 -0.531725

Antenna 170: 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
170 N15 digital_ok ee Power 47.678131 25.673673 26.057194 47.678131 46.351135 14.835565 15.845342 -3.539678 1.063477

Antenna 170: 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
170 N15 digital_ok ee Power 61.693552 49.747414 49.903270 60.090713 61.693552 33.207849 28.248428 7.610808 0.079520

Antenna 170: 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
170 N15 digital_ok ee Power 65.025703 28.621684 29.685082 65.025703 62.336802 19.431784 21.637120 2.148198 12.570610

Antenna 170: 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
170 N15 digital_ok ee Power 20.051653 7.660762 3.516094 20.051653 13.876717 15.909406 9.290583 -4.048771 -2.991025

Antenna 170: 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
170 N15 digital_ok ee Power 5.634318 1.838641 4.320844 3.454581 5.634318 2.938026 5.175233 -1.650815 -1.859276

Antenna 170: 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
170 N15 digital_ok ee Power 33.830577 24.290921 23.562108 32.517584 33.830577 20.693098 14.805891 -1.429566 -3.896994

Antenna 170: 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
170 N15 digital_ok ee Power 34.314030 21.712940 21.282428 33.160851 34.314030 7.818190 5.371104 -3.571871 -4.843128

Antenna 170: 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
170 N15 digital_ok ee Power 37.091775 28.228211 27.514769 35.536461 37.091775 12.724104 8.225904 -1.220187 -0.871379

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 22.720766 3.497579 7.961361 10.150854 15.269094 15.395719 22.720766 -1.957402 -2.066352

Antenna 170: 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
170 N15 digital_ok ee Power 34.366226 21.219356 21.741493 34.366226 33.245417 8.166911 12.162840 3.553533 2.404762

Antenna 170: 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
170 N15 digital_ok ee Power 35.710436 19.722717 19.326386 34.334813 35.710436 25.241186 15.575435 1.177705 -0.834064

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 26.632367 14.755954 14.469089 25.627507 26.597100 26.632367 15.857793 -1.346051 -3.648985

Antenna 170: 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
170 N15 digital_ok ee Power 32.340105 21.176249 20.729331 31.255062 32.340105 17.065689 13.842482 -0.800050 -6.304985

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 35.647628 17.073642 17.041782 28.965234 29.820108 35.647628 25.969548 -1.902304 -3.164630

Antenna 170: 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
170 N15 digital_ok ee Power 15.620697 9.534306 5.730222 15.620697 11.597104 14.801969 9.905194 -3.569672 -3.094574

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 52.927284 14.860427 15.110756 31.609105 30.399801 31.579213 52.927284 -0.254489 3.011919

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 59.086941 16.916318 16.428319 26.132907 27.316986 59.086941 34.343962 2.667064 -1.486164

Antenna 170: 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
170 N15 digital_ok ee Power 36.076874 18.703539 19.441335 36.076874 33.990871 16.733770 27.756382 1.248142 16.538446

Antenna 170: 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
170 N15 digital_ok ee Power 27.911152 18.378174 19.045730 27.911152 26.648069 13.503720 25.908494 -1.957618 3.476835

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 39.209861 16.610218 17.126565 27.480550 26.230488 22.073758 39.209861 -1.592379 5.241285

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 17.895929 7.829942 4.356758 16.399322 11.511763 17.895929 11.411941 -3.593376 -2.249538

Antenna 170: 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
170 N15 digital_ok ee Power 32.706326 21.967661 21.156668 31.210419 32.706326 23.409437 15.004830 6.616689 6.026658

Antenna 170: 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
170 N15 digital_ok ee Power 16.397253 5.492453 8.071055 12.041942 16.397253 10.394693 14.524042 -0.808370 -0.687031

Antenna 170: 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
170 N15 digital_ok ee Power 17.043470 5.322780 5.404056 16.270615 17.043470 1.544064 0.494500 2.821944 -0.000418

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 23.731670 5.307452 5.285233 20.170810 20.954607 23.731670 11.759541 8.642974 1.840033

Antenna 170: 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
170 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 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
170 N15 digital_ok ee Shape 1.215279 1.070853 1.215279 -0.565359 -0.400899 -0.846973 -0.434733 -2.242935 -2.804258

Antenna 170: 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
170 N15 digital_ok nn Temporal Variability 24.303214 4.347841 4.482894 17.738731 18.045627 24.303214 16.924943 -0.953256 -2.283112

Antenna 170: 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
170 N15 digital_ok ee Power 42.895486 18.699056 18.007325 40.814990 42.895486 17.264044 8.100637 17.209938 4.793968

Antenna 170: 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
170 N15 digital_ok ee Power 54.490003 16.576888 15.767370 51.417834 54.490003 8.250393 1.531891 -4.575288 -8.234452

Antenna 170: 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
170 N15 digital_ok ee Power 15.952709 3.967256 1.795046 15.952709 10.526185 4.508671 3.945401 -3.985674 1.488579

Antenna 170: 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
170 N15 digital_ok ee Power 7.853506 1.891537 4.032938 5.111914 7.853506 3.635152 4.345653 -1.817717 -2.216895

Antenna 170: 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
170 N15 digital_ok ee Temporal Discontinuties 16215.789562 5257.334802 5257.334802 4907.870816 4907.870816 3320.613844 3320.613844 16215.789562 16215.789562

Antenna 170: 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
170 N15 digital_ok nn Temporal Discontinuties 3679.198793 1007.303184 1007.303184 904.289349 904.289349 922.067664 922.067664 3679.198793 3679.198793

Antenna 170: 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
170 N15 digital_ok ee Temporal Discontinuties 2392.411631 749.362140 749.362140 727.851561 727.851561 722.195645 722.195645 2392.411631 2392.411631

Antenna 170: 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
170 N15 digital_ok ee Temporal Variability 12.925174 4.598842 8.136144 7.487507 10.735029 8.463821 12.925174 -1.192994 -2.237165

Antenna 170: 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
170 15 digital_ok ee Temporal Discontinuties 16.969504 4.584112 1.466264 16.318118 11.246586 14.542955 7.423054 16.969504 11.692618

Antenna 170: 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
170 15 digital_ok ee Power 8.097020 3.694508 1.918126 8.097020 5.340384 4.383803 3.060834 6.487877 5.798834

Antenna 170: 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
170 15 digital_ok ee Power 17.247094 4.760163 2.123818 17.247094 11.245736 5.258814 2.019694 -4.419598 6.475710

Antenna 170: 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
170 15 digital_ok ee Power 18.503796 6.155401 2.719858 18.503796 12.426537 9.043294 4.460922 -5.803813 -0.953754

Antenna 170: 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
170 15 digital_ok ee Temporal Variability 14.191626 4.778129 2.849284 11.306221 7.787395 14.191626 11.669252 -3.520300 -0.261398
In [ ]: