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 = "320"
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 320 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 320, Node N03:

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 dish_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.407463 24.025374 22.173568 22.474810 39.939672 34.452511 4.993851 2.473339 0.0524 0.0486 0.0046 0.000000 0.000000
2459808 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.271533 21.782337 46.754435 46.830274 29.694437 30.543689 9.775539 7.431802 0.0600 0.0572 -0.0022 0.000000 0.000000
2459807 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.344412 22.442268 34.242281 34.516670 25.194269 25.882491 33.869740 26.411764 0.0662 0.0607 -0.0026 0.000000 0.000000
2459806 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.023367 25.562891 28.998475 29.602703 45.218450 45.407663 16.892927 10.888965 0.0587 0.0527 0.0031 0.000000 0.000000
2459805 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.196157 20.351746 45.942429 45.946329 20.850790 22.167420 7.500380 5.765136 0.0667 0.0604 -0.0025 0.000000 0.000000
2459804 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.786806 23.728456 40.811251 41.327201 23.121236 24.186077 5.221007 4.024482 0.0672 0.0611 -0.0020 0.000000 0.000000
2459803 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.413017 29.102064 53.480877 53.788433 24.580320 25.946908 18.789284 13.870008 0.0649 0.0602 -0.0027 0.000000 0.000000
2459802 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.031221 27.241202 36.689000 37.263524 41.580699 40.816457 10.124379 6.875295 0.0570 0.0518 0.0039 0.000000 0.000000
2459801 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.878480 23.889455 40.016770 40.300735 42.440292 44.049103 23.196775 17.944615 0.0627 0.0558 0.0011 0.000000 0.000000
2459800 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.326548 25.313746 40.082283 40.256265 24.514380 25.135082 29.113755 22.937727 0.0657 0.0628 -0.0031 0.000000 0.000000
2459799 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.607159 25.191512 26.488499 27.104736 60.180523 58.828443 5.474481 3.243176 0.0589 0.0553 0.0020 0.000000 0.000000
2459798 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.476268 24.523945 39.580971 39.808014 21.196111 21.472983 18.867103 14.520267 0.0625 0.0610 -0.0028 0.000000 0.000000
2459797 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459796 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.215759 22.060107 48.399831 49.384059 24.128362 23.651709 25.657420 20.474081 0.0665 0.0620 -0.0016 0.000000 0.000000
2459795 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.729104 25.741778 40.233738 41.066115 27.196568 26.768298 24.659229 18.900900 0.0651 0.0656 -0.0022 0.000000 0.000000
2459794 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.971945 24.946497 40.288440 40.845216 32.808263 31.975688 38.118522 29.184309 0.0601 0.0700 0.0033 0.000000 0.000000
2459793 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.646720 19.179750 40.277589 40.828648 34.086708 33.333197 18.326922 12.857845 0.0643 0.0539 -0.0033 0.000000 0.000000
2459792 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.874899 26.263088 28.152032 28.101049 40.511373 39.659900 6.016543 4.026996 0.0591 0.0531 -0.0007 0.000000 0.000000
2459791 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.285896 22.644222 51.902472 52.358891 32.037232 31.192457 4.596437 3.161668 0.0640 0.0539 -0.0026 0.000000 0.000000
2459790 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.027346 36.460655 46.864826 46.712247 47.097756 46.494700 13.943589 10.444804 0.0647 0.0557 -0.0031 0.000000 0.000000
2459789 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.341140 33.615701 50.677176 50.333184 49.595996 48.805313 34.301215 24.532563 0.0718 0.0570 -0.0008 0.000000 0.000000
2459788 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.901748 29.670758 51.738925 51.067075 53.249243 52.092235 14.465860 10.192791 0.0667 0.0567 -0.0034 0.000000 0.000000
2459787 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.401221 30.201772 41.331199 40.363866 34.118481 33.536435 14.835958 10.649773 0.0642 0.0559 -0.0028 0.000000 0.000000
2459786 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.525636 32.403657 50.128050 50.001946 52.473399 49.901502 20.905401 15.490502 0.0703 0.0594 -0.0018 0.000000 0.000000
2459785 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.345417 21.977058 48.849028 48.729568 45.031574 43.178336 3.883752 1.170760 0.0689 0.0578 -0.0008 0.000000 0.000000
2459784 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.301002 29.881066 50.758218 49.855844 49.899875 47.419849 2.773862 0.778196 0.0630 0.0534 -0.0005 0.000000 0.000000
2459783 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.718184 26.952557 14.295529 14.704845 24.451815 22.289758 8.427132 5.621473 0.0658 0.0582 -0.0025 0.000000 0.000000
2459782 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459781 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.459066 4.232907 4.276850 4.328773 1.539814 1.143545 1.796487 1.014999 0.0764 0.0667 -0.0091 0.000000 0.000000
2459778 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.365590 17.722227 8.499777 8.845491 23.491634 21.784320 6.167716 3.902780 0.0654 0.0585 -0.0028 0.000000 0.000000
2459776 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.329844 26.294151 6.220430 5.905937 35.898590 37.264673 7.427313 3.891782 0.0657 0.0596 0.0005 0.000000 0.000000
2459774 dish_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0742 0.0660 -0.0027 nan nan
2459773 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.180080 28.094393 70.488967 70.720928 22.373823 19.839878 13.256050 9.785997 0.0637 0.0598 0.0042 0.000000 0.000000
2459772 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.613134 16.932981 27.938015 28.562743 5.168236 4.111434 8.653297 6.259231 0.0722 0.0684 0.0051 0.000000 0.000000
2459771 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.278200 16.620290 26.426965 26.981640 4.658482 3.831704 6.266609 4.692996 0.0713 0.0662 -0.0003 0.000000 0.000000
2459770 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.366639 25.906382 45.563730 46.165149 15.405709 12.961905 7.866348 5.549171 0.0608 0.0534 0.0012 0.000000 0.000000
2459769 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.529308 29.701052 58.087547 58.915777 19.701449 16.739479 6.620250 4.785279 0.0619 0.0587 0.0036 0.000000 0.000000
2459768 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.928478 31.310629 64.761879 65.488529 19.304186 15.867770 12.721372 9.482373 0.0701 0.0663 0.0047 0.000000 0.000000
2459767 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.363094 21.816202 28.575521 29.094585 5.959694 4.943774 8.311152 6.182259 0.0853 0.0808 0.0034 0.000000 0.000000
2459766 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.405741 19.760788 26.294950 26.710201 5.635667 4.406354 6.369799 4.403928 0.0671 0.0625 0.0037 0.000000 0.000000
2459765 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.931967 36.114250 74.748193 75.754169 21.416328 16.679905 12.053166 8.591575 0.0628 0.0595 0.0043 0.000000 0.000000
2459764 dish_maintenance - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.717822 21.619271 30.994200 31.303591 10.657743 6.708437 9.035419 6.199318 0.0607 0.0544 -0.0002 0.000000 0.000000
2459761 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.636021 30.437362 50.331940 50.705315 15.524946 12.797951 13.950336 9.551966 0.0696 0.0657 0.0048 0.000000 0.000000
2459760 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.850535 32.242859 59.235588 60.313040 38.446875 29.286907 23.319049 17.141462 0.0678 0.0753 0.0073 0.000000 0.000000
2459759 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.978567 14.568247 21.041506 21.437786 3.429707 2.725323 7.408680 5.687504 0.0794 0.0887 0.0040 0.000000 0.000000
2459758 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.009747 21.904911 31.330861 32.323521 7.993864 5.262610 6.713530 4.985840 0.0628 0.0703 0.0081 0.000000 0.000000
2459757 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.721819 15.224468 29.963736 30.414981 6.835536 5.798850 7.157368 5.393000 0.0709 0.0857 0.0077 0.000000 0.000000
2459755 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.082033 22.646872 28.366826 29.035251 11.137060 8.196829 5.585149 4.139555 0.0625 0.0719 0.0091 0.000000 0.000000
2459754 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.963178 18.880914 24.230446 25.006822 8.892868 5.965725 6.206926 4.507965 0.0622 0.0716 0.0082 0.000000 0.000000
2459753 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.088670 25.813331 30.328683 31.165276 9.789870 6.905129 7.059596 5.141790 0.0662 0.0757 0.0090 0.000000 0.000000
2459752 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459750 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.417097 32.716316 72.438223 73.221851 28.041396 25.938434 6.494025 4.633777 0.0717 0.0883 0.0090 0.000000 0.000000
2459749 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.528885 24.209356 30.016863 30.761877 7.453345 5.111253 8.051970 6.036246 0.0625 0.0708 0.0085 0.000000 0.000000
2459748 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.105804 22.754044 38.258252 39.206978 12.417363 9.629616 9.085554 6.009641 0.0636 0.0704 0.0085 0.000000 0.000000
2459747 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 12.314189 13.147109 1.390840 1.541825 1.010854 0.226555 10.233984 2.919764 0.0311 0.0334 0.0012 nan nan
2459746 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 16.303995 17.923589 3.271094 3.762355 2.512901 1.006685 13.211567 3.785264 0.0321 0.0287 0.0005 nan nan
2459738 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.878184 26.290097 81.968043 84.306074 26.504442 23.864471 10.971001 8.931349 0.0701 0.0768 0.0079 0.000000 0.000000
2459736 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.611110 17.605682 33.432572 34.202184 8.261370 7.257802 7.407532 5.569008 0.0789 0.0872 0.0063 0.000000 0.000000
2459734 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.259714 14.352172 1.350153 1.540907 1.817492 0.686627 6.344427 1.992371 0.0320 0.0288 0.0007 nan nan
2459733 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 12.033923 12.861369 1.308442 1.472522 1.461299 0.937286 6.681497 1.866780 0.0327 0.0322 0.0012 nan nan
2459732 not_connected 100.00% 100.00% 100.00% 0.00% - - 15.727407 16.995866 1.583567 1.829865 0.976364 0.489575 8.281409 2.187812 0.0324 0.0315 0.0008 nan nan
2459731 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459730 not_connected 100.00% 100.00% 100.00% 0.00% - - 12.110931 12.877117 1.397691 1.545778 1.764790 1.167018 7.384204 1.904733 0.0333 0.0345 0.0009 nan nan
2459728 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.162207 11.727465 1.521376 1.649208 1.745657 1.235797 4.572469 1.063059 0.0318 0.0320 0.0001 nan nan
2459726 not_connected 100.00% 100.00% 100.00% 0.00% - - 8.306599 8.724340 1.023919 1.098690 1.180988 0.919117 7.517993 2.429959 0.0314 0.0320 0.0006 nan nan
2459724 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.583712 12.578855 1.319572 1.508410 3.060433 1.271951 8.772951 2.823034 0.0318 0.0313 0.0008 nan nan
2459723 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.640539 10.205979 1.051144 1.178054 1.932736 1.118446 4.570391 1.027002 0.0323 0.0330 0.0004 nan nan
2459722 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.609179 36.961428 89.276839 90.047393 23.249785 21.175566 18.143973 13.702815 0.0776 0.0871 0.0062 0.000000 0.000000
2459720 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459719 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.410855 9.989659 1.006041 1.122066 1.900640 -0.029848 6.278909 1.929066 0.0315 0.0297 0.0005 nan nan
2459718 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.623443 11.499351 1.507512 1.726976 1.626681 0.557979 8.140857 3.563549 0.0308 0.0287 0.0006 nan nan
2459717 not_connected 100.00% 100.00% 100.00% 0.00% - - 10.355522 11.306816 0.959166 1.165389 1.769363 0.900434 6.536285 2.370412 0.0316 0.0328 0.0008 nan nan
2459716 not_connected 100.00% 100.00% 100.00% 0.00% - - 9.467637 10.201526 1.060675 1.204427 2.106558 0.571813 8.597048 2.818602 0.0323 0.0294 0.0003 nan nan
2459715 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.081571 28.956836 83.346713 84.811723 27.577259 24.718947 16.399889 12.168728 0.0679 0.0773 0.0058 0.000000 0.000000
2459713 not_connected 100.00% 100.00% 100.00% 0.00% - - 11.981595 12.997963 1.368859 1.556596 2.439653 1.307673 7.682774 2.465051 0.0316 0.0288 0.0007 nan nan
2459712 not_connected 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.511892 26.625631 126.642758 127.319327 46.629048 42.865988 105.704208 83.571759 0.0854 0.1071 0.0025 0.000000 0.000000
2459711 not_connected 0.00% 100.00% 100.00% 0.00% - - 2.428583 2.474004 0.119980 0.214846 0.905567 0.673682 2.185926 0.557993 0.0313 0.0294 0.0007 nan nan
2459710 not_connected 0.00% 100.00% 100.00% 0.00% - - 2.045818 2.174061 0.093088 0.247545 1.199821 0.186507 3.116227 0.689552 0.0324 0.0313 0.0009 nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

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

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

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

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

Antenna 320: 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
320 N03 dish_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 39.939672 24.025374 25.407463 22.474810 22.173568 34.452511 39.939672 2.473339 4.993851

Antenna 320: 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
320 N03 dish_maintenance nn Power 46.830274 21.782337 22.271533 46.830274 46.754435 30.543689 29.694437 7.431802 9.775539

Antenna 320: 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
320 N03 dish_maintenance nn Power 34.516670 22.442268 23.344412 34.516670 34.242281 25.882491 25.194269 26.411764 33.869740

Antenna 320: 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
320 N03 dish_maintenance nn Temporal Variability 45.407663 27.023367 25.562891 28.998475 29.602703 45.218450 45.407663 16.892927 10.888965

Antenna 320: 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
320 N03 dish_maintenance nn Power 45.946329 21.196157 20.351746 45.942429 45.946329 20.850790 22.167420 7.500380 5.765136

Antenna 320: 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
320 N03 dish_maintenance nn Power 41.327201 23.728456 24.786806 41.327201 40.811251 24.186077 23.121236 4.024482 5.221007

Antenna 320: 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
320 N03 dish_maintenance nn Power 53.788433 30.413017 29.102064 53.480877 53.788433 24.580320 25.946908 18.789284 13.870008

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 41.580699 27.241202 28.031221 37.263524 36.689000 40.816457 41.580699 6.875295 10.124379

Antenna 320: 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
320 N03 dish_maintenance nn Temporal Variability 44.049103 23.889455 24.878480 40.300735 40.016770 44.049103 42.440292 17.944615 23.196775

Antenna 320: 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
320 N03 dish_maintenance nn Power 40.256265 25.313746 26.326548 40.256265 40.082283 25.135082 24.514380 22.937727 29.113755

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 60.180523 25.191512 26.607159 27.104736 26.488499 58.828443 60.180523 3.243176 5.474481

Antenna 320: 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
320 N03 dish_maintenance nn Power 39.808014 25.476268 24.523945 39.580971 39.808014 21.196111 21.472983 18.867103 14.520267

Antenna 320: 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
320 N03 dish_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance nn Power 49.384059 23.215759 22.060107 48.399831 49.384059 24.128362 23.651709 25.657420 20.474081

Antenna 320: 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
320 N03 dish_maintenance nn Power 41.066115 25.741778 26.729104 41.066115 40.233738 26.768298 27.196568 18.900900 24.659229

Antenna 320: 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
320 N03 dish_maintenance nn Power 40.845216 25.971945 24.946497 40.288440 40.845216 32.808263 31.975688 38.118522 29.184309

Antenna 320: 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
320 N03 dish_maintenance nn Power 40.828648 19.646720 19.179750 40.277589 40.828648 34.086708 33.333197 18.326922 12.857845

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 40.511373 26.874899 26.263088 28.152032 28.101049 40.511373 39.659900 6.016543 4.026996

Antenna 320: 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
320 N03 dish_maintenance nn Power 52.358891 23.285896 22.644222 51.902472 52.358891 32.037232 31.192457 4.596437 3.161668

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 47.097756 36.460655 37.027346 46.712247 46.864826 46.494700 47.097756 10.444804 13.943589

Antenna 320: 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
320 N03 dish_maintenance ee Power 50.677176 33.615701 34.341140 50.333184 50.677176 48.805313 49.595996 24.532563 34.301215

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 53.249243 29.670758 29.901748 51.067075 51.738925 52.092235 53.249243 10.192791 14.465860

Antenna 320: 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
320 N03 dish_maintenance ee Power 41.331199 30.401221 30.201772 41.331199 40.363866 34.118481 33.536435 14.835958 10.649773

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 52.473399 32.403657 32.525636 50.001946 50.128050 49.901502 52.473399 15.490502 20.905401

Antenna 320: 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
320 N03 dish_maintenance ee Power 48.849028 21.977058 22.345417 48.729568 48.849028 43.178336 45.031574 1.170760 3.883752

Antenna 320: 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
320 N03 dish_maintenance ee Power 50.758218 30.301002 29.881066 50.758218 49.855844 49.899875 47.419849 2.773862 0.778196

Antenna 320: 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
320 N03 dish_maintenance ee Shape 27.718184 26.952557 27.718184 14.704845 14.295529 22.289758 24.451815 5.621473 8.427132

Antenna 320: 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
320 N03 dish_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance ee Shape 4.459066 4.459066 4.232907 4.276850 4.328773 1.539814 1.143545 1.796487 1.014999

Antenna 320: 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
320 N03 dish_maintenance ee Temporal Variability 23.491634 17.722227 18.365590 8.845491 8.499777 21.784320 23.491634 3.902780 6.167716

Antenna 320: 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
320 N03 dish_maintenance nn Temporal Variability 37.264673 27.329844 26.294151 6.220430 5.905937 35.898590 37.264673 7.427313 3.891782

Antenna 320: 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
320 N03 dish_maintenance nn Power 70.720928 28.094393 29.180080 70.720928 70.488967 19.839878 22.373823 9.785997 13.256050

Antenna 320: 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
320 N03 dish_maintenance nn Power 28.562743 17.613134 16.932981 27.938015 28.562743 5.168236 4.111434 8.653297 6.259231

Antenna 320: 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
320 N03 dish_maintenance nn Power 26.981640 16.620290 17.278200 26.981640 26.426965 3.831704 4.658482 4.692996 6.266609

Antenna 320: 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
320 N03 dish_maintenance nn Power 46.165149 25.906382 26.366639 46.165149 45.563730 12.961905 15.405709 5.549171 7.866348

Antenna 320: 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
320 N03 dish_maintenance nn Power 58.915777 29.701052 30.529308 58.915777 58.087547 16.739479 19.701449 4.785279 6.620250

Antenna 320: 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
320 N03 dish_maintenance nn Power 65.488529 31.928478 31.310629 64.761879 65.488529 19.304186 15.867770 12.721372 9.482373

Antenna 320: 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
320 N03 dish_maintenance nn Power 29.094585 22.363094 21.816202 28.575521 29.094585 5.959694 4.943774 8.311152 6.182259

Antenna 320: 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
320 N03 dish_maintenance nn Power 26.710201 19.760788 20.405741 26.710201 26.294950 4.406354 5.635667 4.403928 6.369799

Antenna 320: 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
320 N03 dish_maintenance nn Power 75.754169 36.114250 36.931967 75.754169 74.748193 16.679905 21.416328 8.591575 12.053166

Antenna 320: 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
320 N03 dish_maintenance nn Power 31.303591 21.717822 21.619271 30.994200 31.303591 10.657743 6.708437 9.035419 6.199318

Antenna 320: 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
320 N03 dish_maintenance nn Power 50.705315 30.437362 30.636021 50.705315 50.331940 12.797951 15.524946 9.551966 13.950336

Antenna 320: 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
320 N03 dish_maintenance nn Power 60.313040 31.850535 32.242859 59.235588 60.313040 38.446875 29.286907 23.319049 17.141462

Antenna 320: 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
320 N03 dish_maintenance nn Power 21.437786 13.978567 14.568247 21.041506 21.437786 3.429707 2.725323 7.408680 5.687504

Antenna 320: 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
320 N03 dish_maintenance nn Power 32.323521 22.009747 21.904911 31.330861 32.323521 7.993864 5.262610 6.713530 4.985840

Antenna 320: 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
320 N03 dish_maintenance nn Power 30.414981 15.224468 15.721819 30.414981 29.963736 5.798850 6.835536 5.393000 7.157368

Antenna 320: 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
320 N03 dish_maintenance nn Power 29.035251 23.082033 22.646872 28.366826 29.035251 11.137060 8.196829 5.585149 4.139555

Antenna 320: 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
320 N03 dish_maintenance nn Power 25.006822 18.963178 18.880914 24.230446 25.006822 8.892868 5.965725 6.206926 4.507965

Antenna 320: 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
320 N03 dish_maintenance nn Power 31.165276 25.813331 26.088670 31.165276 30.328683 6.905129 9.789870 5.141790 7.059596

Antenna 320: 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
320 N03 dish_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance nn Power 73.221851 34.417097 32.716316 72.438223 73.221851 28.041396 25.938434 6.494025 4.633777

Antenna 320: 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
320 N03 dish_maintenance nn Power 30.761877 24.528885 24.209356 30.016863 30.761877 7.453345 5.111253 8.051970 6.036246

Antenna 320: 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
320 N03 dish_maintenance nn Power 39.206978 23.105804 22.754044 38.258252 39.206978 12.417363 9.629616 9.085554 6.009641

Antenna 320: 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
320 N03 dish_maintenance nn Shape 13.147109 12.314189 13.147109 1.390840 1.541825 1.010854 0.226555 10.233984 2.919764

Antenna 320: 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
320 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 dish_maintenance nn Shape 17.923589 16.303995 17.923589 3.271094 3.762355 2.512901 1.006685 13.211567 3.785264

Antenna 320: 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
320 N03 dish_maintenance nn Power 84.306074 25.878184 26.290097 81.968043 84.306074 26.504442 23.864471 10.971001 8.931349

Antenna 320: 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
320 N03 dish_maintenance nn Power 34.202184 17.605682 18.611110 34.202184 33.432572 7.257802 8.261370 5.569008 7.407532

Antenna 320: 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
320 N03 dish_maintenance nn Shape 14.352172 14.352172 13.259714 1.540907 1.350153 0.686627 1.817492 1.992371 6.344427

Antenna 320: 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
320 N03 dish_maintenance nn Shape 12.861369 12.861369 12.033923 1.472522 1.308442 0.937286 1.461299 1.866780 6.681497

Antenna 320: 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
320 N03 not_connected nn Shape 16.995866 16.995866 15.727407 1.829865 1.583567 0.489575 0.976364 2.187812 8.281409

Antenna 320: 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
320 N03 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 not_connected nn Shape 12.877117 12.110931 12.877117 1.397691 1.545778 1.764790 1.167018 7.384204 1.904733

Antenna 320: 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
320 N03 not_connected nn Shape 11.727465 11.727465 11.162207 1.649208 1.521376 1.235797 1.745657 1.063059 4.572469

Antenna 320: 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
320 N03 not_connected nn Shape 8.724340 8.724340 8.306599 1.098690 1.023919 0.919117 1.180988 2.429959 7.517993

Antenna 320: 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
320 N03 not_connected nn Shape 12.578855 12.578855 11.583712 1.508410 1.319572 1.271951 3.060433 2.823034 8.772951

Antenna 320: 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
320 N03 not_connected nn Shape 10.205979 10.205979 9.640539 1.178054 1.051144 1.118446 1.932736 1.027002 4.570391

Antenna 320: 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
320 N03 not_connected nn Power 90.047393 38.609179 36.961428 89.276839 90.047393 23.249785 21.175566 18.143973 13.702815

Antenna 320: 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
320 N03 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 320: 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
320 N03 not_connected nn Shape 9.989659 9.989659 9.410855 1.122066 1.006041 -0.029848 1.900640 1.929066 6.278909

Antenna 320: 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
320 N03 not_connected nn Shape 11.499351 10.623443 11.499351 1.507512 1.726976 1.626681 0.557979 8.140857 3.563549

Antenna 320: 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
320 N03 not_connected nn Shape 11.306816 10.355522 11.306816 0.959166 1.165389 1.769363 0.900434 6.536285 2.370412

Antenna 320: 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
320 N03 not_connected nn Shape 10.201526 9.467637 10.201526 1.060675 1.204427 2.106558 0.571813 8.597048 2.818602

Antenna 320: 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
320 N03 not_connected nn Power 84.811723 30.081571 28.956836 83.346713 84.811723 27.577259 24.718947 16.399889 12.168728

Antenna 320: 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
320 N03 not_connected nn Shape 12.997963 12.997963 11.981595 1.556596 1.368859 1.307673 2.439653 2.465051 7.682774

Antenna 320: 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
320 N03 not_connected nn Power 127.319327 26.625631 28.511892 127.319327 126.642758 42.865988 46.629048 83.571759 105.704208

Antenna 320: 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
320 N03 not_connected nn Shape 2.474004 2.474004 2.428583 0.214846 0.119980 0.673682 0.905567 0.557993 2.185926

Antenna 320: 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
320 N03 not_connected ee Temporal Discontinuties 3.116227 2.174061 2.045818 0.247545 0.093088 0.186507 1.199821 0.689552 3.116227
In [ ]: