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 = "78"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 78 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 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 156 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

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

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

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

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

df = pd.DataFrame(to_show)

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

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

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

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

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

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

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

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

Antenna 78, Node N06:

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)
2459976 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.884495 -0.242156 -0.515729 0.953585 1.893809 -0.041402 0.628457 0.399104 0.4292 0.6222 0.3766 nan nan
2459975 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.466408 -0.152269 -0.516009 1.012878 2.551348 0.249775 1.305344 1.242583 0.4275 0.6197 0.3816 nan nan
2459974 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.469748 -0.094148 -0.504657 1.095608 2.268870 0.105864 2.372415 1.211575 0.4347 0.6234 0.3773 nan nan
2459973 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.002774 -0.014261 -0.488716 0.898345 1.397435 -0.496490 2.273340 0.276384 0.4483 0.6394 0.3824 nan nan
2459972 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.642112 -0.175951 -0.447051 1.404385 3.000181 1.070057 2.128415 2.472837 0.4116 0.6083 0.3853 nan nan
2459971 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.244151 -0.299079 -0.417673 1.185950 2.786343 0.331521 1.532240 0.405467 0.4267 0.6252 0.3847 nan nan
2459970 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.112566 0.033574 -0.294176 1.374728 2.490367 0.355604 1.105199 1.117711 0.4290 0.6233 0.3811 nan nan
2459969 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.025678 0.225935 -0.278586 1.205097 2.765353 0.211804 4.512527 1.452187 0.4409 0.6323 0.3813 nan nan
2459968 not_connected 100.00% 0.00% 0.00% 0.00% - - 7.123272 0.337760 -1.156280 1.553442 0.650873 0.805028 -0.493271 0.976155 0.5830 0.7258 0.2782 nan nan
2459967 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.652919 -0.007712 -0.322574 1.735061 2.709961 0.259503 0.116924 0.578985 0.4297 0.6262 0.3740 nan nan
2459966 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.580689 -0.120893 -0.349935 1.517559 3.137972 0.841694 -0.239094 1.153089 0.4195 0.6184 0.3735 nan nan
2459965 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.442604 -0.038087 -0.340064 1.261323 1.719213 -0.187791 0.639273 1.222741 0.4382 0.6253 0.3607 nan nan
2459964 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.073794 -0.622261 -0.570572 1.415003 2.436319 0.308499 1.917595 1.059837 0.5044 0.6723 0.3261 nan nan
2459963 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.188717 -0.589311 -0.438031 1.720691 0.250806 0.363107 0.345693 0.966128 0.5680 0.7008 0.2609 nan nan
2459962 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.868527 -0.343391 -0.661731 1.729860 2.988075 4.223737 -0.128779 0.562036 0.4969 0.6735 0.3366 nan nan
2459961 not_connected 100.00% 0.00% 0.00% 0.00% - - 17.209164 -0.470473 -0.926471 1.349703 2.081432 0.276350 1.081364 0.533257 0.6078 0.7271 0.2415 nan nan
2459960 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.343380 -0.552256 -0.383989 1.436615 2.539967 -0.244553 0.195373 0.627750 0.4801 0.6500 0.3286 nan nan
2459959 not_connected 100.00% 0.00% 0.00% 0.00% - - 39.673599 -0.514434 -0.627853 1.156736 1.807201 -0.142741 0.144701 0.366243 0.4477 0.6419 0.3667 nan nan
2459958 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.700742 -0.361994 -0.435831 1.362266 2.448299 -0.288003 -0.156753 0.017278 0.4389 0.6350 0.3779 nan nan
2459957 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.890562 -0.223048 -0.395548 1.499046 3.491757 0.689328 2.453786 2.817373 0.4194 0.6223 0.3792 nan nan
2459956 not_connected 100.00% 0.00% 0.00% 0.00% - - 23.708863 0.273230 -0.631978 1.573203 1.130109 0.027237 0.821054 0.747679 0.4783 0.6516 0.3228 nan nan
2459955 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.138488 -0.266581 -0.396490 1.394547 2.557699 -0.021278 1.016707 0.868975 0.4101 0.6195 0.3831 nan nan
2459954 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.582043 0.141300 -0.193551 1.563142 2.003338 0.271806 -0.681434 1.363905 0.4155 0.6238 0.3904 nan nan
2459953 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.522782 -0.005850 -0.341088 1.530379 2.825509 0.440825 0.547216 0.740285 0.4340 0.6406 0.3876 nan nan
2459952 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.531427 0.379211 -0.196687 1.578419 2.308915 0.633343 1.114180 5.593906 0.4370 0.6397 0.3879 nan nan
2459951 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.721962 0.299789 -0.447361 1.237954 1.704442 0.101063 1.379047 3.765261 0.4536 0.6541 0.3879 nan nan
2459950 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.346649 0.691358 -0.400145 1.446115 3.282921 0.630569 3.539328 0.390174 0.4483 0.6442 0.3904 nan nan
2459949 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.030109 0.326277 -0.571575 1.131308 2.008478 0.321040 3.471791 2.687725 0.4370 0.6358 0.3885 nan nan
2459948 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.658121 0.119941 -0.872984 1.286171 2.472352 -0.221304 2.456960 0.167273 0.4646 0.6701 0.3805 nan nan
2459947 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.487925 0.204502 -0.756397 0.953180 2.573903 2.731024 1.507940 0.018662 0.4682 0.6574 0.3692 nan nan
2459946 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.185277 -0.139867 -0.747964 0.706348 3.181634 -0.414746 -0.228994 2.779535 0.4256 0.6428 0.3910 nan nan
2459945 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.212815 -0.012294 -0.780319 0.485143 1.799577 -0.507989 0.832738 2.359567 0.4335 0.6466 0.3897 nan nan
2459944 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.830150 -0.006485 -0.677056 0.636552 1.933936 -0.713881 0.296353 1.182339 0.4383 0.6552 0.3930 nan nan
2459943 not_connected 100.00% 0.00% 0.00% 0.00% - - 27.660321 0.178672 -0.629200 0.734858 1.088568 -0.613753 1.104015 0.602985 0.4487 0.6594 0.3914 nan nan
2459942 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.174999 0.098442 -0.650952 0.793417 1.496556 -0.349033 2.169741 1.139888 0.4355 0.6479 0.3874 nan nan
2459941 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.720790 -0.150132 -0.603685 0.663926 1.583665 -0.100510 0.525923 2.234870 0.4043 0.6384 0.4081 nan nan
2459940 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.107730 -0.232792 -0.462125 0.541388 1.712944 -0.393978 0.761799 3.386041 0.4235 0.6500 0.4024 nan nan
2459938 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.871658 -0.042034 -0.446478 0.755761 1.350797 -0.547453 4.151016 2.888587 0.4271 0.6524 0.3980 nan nan
2459937 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.675485 -0.285273 -0.354170 0.679967 1.623765 -0.354262 1.574764 0.470979 0.4489 0.6749 0.3855 nan nan
2459936 not_connected 100.00% 0.00% 0.00% 0.00% - - 23.551264 -0.769880 -0.634809 1.236681 2.190554 -0.970056 2.245000 -0.126076 0.6156 0.7619 0.2402 nan nan
2459935 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.594841 -0.260175 -0.480222 0.872532 3.205545 -0.530270 0.424712 2.477094 0.3803 0.6095 0.3795 nan nan
2459934 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.082905 0.242356 -0.377237 1.417792 2.832648 -0.148707 2.484302 1.796850 0.4152 0.6505 0.3991 nan nan
2459933 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.954113 0.184452 -0.372863 1.594165 3.115020 -0.393874 0.911108 0.670322 0.4126 0.6493 0.3984 nan nan
2459932 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.482104 0.923512 -0.196764 1.325190 3.852777 0.877588 1.048244 0.577406 0.3519 0.5672 0.3444 nan nan
2459931 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.237687 0.566084 -0.278399 1.702755 2.496042 -0.245740 2.332580 0.128086 0.4278 0.6572 0.3912 nan nan
2459930 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.328226 0.396726 -0.292072 1.356054 2.098432 0.020480 1.307093 -0.234111 0.4191 0.6461 0.3929 nan nan
2459929 not_connected 100.00% 0.00% 0.00% 0.00% - - 9.926690 -1.161012 0.339373 0.761330 -0.069000 -0.420582 0.363393 -0.176725 0.6255 0.7481 0.2335 nan nan
2459928 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.904613 0.016773 -0.581637 0.866492 3.424251 -1.043881 0.892716 0.974644 0.3943 0.6272 0.3935 nan nan
2459927 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.459677 0.668409 -0.269530 0.597135 -0.030398 -0.867392 -0.132257 0.849770 0.3873 0.5904 0.3457 nan nan
2459926 not_connected 100.00% 0.00% 0.00% 0.00% - - 24.257508 -1.057208 -0.415939 -0.404499 -0.055741 -1.568136 0.140692 -1.574866 0.6377 0.7760 0.2354 nan nan
2459925 not_connected 100.00% 0.00% 0.00% 0.00% - - 9.902343 -0.314849 -0.092064 0.421959 1.061128 -1.385128 -0.379314 -0.883108 0.5759 0.7165 0.2532 nan nan
2459924 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.408682 -0.133679 -0.580029 0.525502 2.191120 -1.181027 2.328711 -0.869692 0.4524 0.6681 0.3796 nan nan
2459923 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.457503 -0.869125 -0.662160 0.463511 1.319041 -1.584726 0.140200 -0.962950 0.5180 0.7052 0.3477 nan nan
2459922 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.534650 -0.357463 -0.636753 0.899179 3.380875 -0.584453 0.279538 -0.280991 0.4301 0.6666 0.4031 nan nan
2459921 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.021646 -0.033829 -0.634422 0.386878 2.320838 -0.817309 0.454043 1.086819 0.4302 0.6536 0.4015 nan nan
2459919 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.426548 0.292847 -0.477607 0.944011 3.688922 -0.239950 1.073170 0.803105 0.4406 0.6484 0.3827 nan nan
2459918 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.678311 0.666885 -0.560521 1.105986 1.784326 -0.593196 2.735327 0.771201 0.4480 0.6623 0.3871 nan nan
2459917 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.736802 0.232902 -0.648477 0.929811 4.336243 -0.601966 1.322012 0.185464 0.4536 0.6934 0.4457 nan nan
2459916 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.432729 0.636292 -0.611355 0.848313 2.040997 -0.575939 1.249834 0.511872 0.4459 0.6627 0.3896 nan nan
2459915 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.017750 0.259087 -0.635740 1.363654 1.704405 -0.507085 2.810752 -0.342624 0.4893 0.6912 0.3651 nan nan
2459914 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.678879 0.020764 -0.722595 1.604698 2.823668 -0.387713 2.644590 -0.295130 0.5299 0.7140 0.3234 nan nan
2459913 not_connected 100.00% 100.00% 100.00% 0.00% - - 238.144047 237.929953 inf inf 3455.861573 3506.661841 9288.092007 8918.707692 nan nan nan nan nan
2459912 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.628569 0.017499 -0.735599 0.613537 3.505691 -1.400781 0.102320 -0.306721 0.4262 0.6583 0.3978 nan nan
2459911 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.682825 0.097539 -0.682261 0.893193 2.844890 -1.580327 1.187605 -0.286966 0.4321 0.6601 0.3997 nan nan
2459910 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.816953 0.258472 -0.709401 0.842982 2.733778 -1.680673 0.766453 -0.959588 0.4357 0.6600 0.3976 nan nan
2459909 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.507158 0.220856 -0.761793 0.572757 2.279623 -1.620131 1.380740 -0.306963 0.4348 0.6591 0.3950 nan nan
2459908 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.906736 0.074705 -0.686126 0.566250 2.100038 -1.368482 0.830636 0.174794 0.4401 0.6635 0.3942 nan nan
2459907 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.564393 -0.332456 -0.463115 -0.579182 1.722087 -2.098556 2.338456 0.416341 0.4633 0.6578 0.3822 nan nan
2459906 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.642866 -0.310582 -0.134983 -0.029583 1.945714 -1.334911 0.920172 1.090107 0.4523 0.6484 0.3819 nan nan
2459905 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.218009 -0.343164 -0.268199 -0.105155 4.905398 -2.752524 3.146539 0.472979 0.4509 0.6506 0.3863 nan nan
2459904 not_connected 100.00% 0.00% 0.00% 0.00% - - 31.693844 -0.347815 -0.083061 0.106405 2.833334 -1.688792 -0.800006 0.972547 0.4539 0.6472 0.3788 nan nan
2459903 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.100079 -0.305562 -0.279097 -0.184193 1.596405 -1.561759 -0.908435 0.860478 0.4604 0.6535 0.3832 nan nan
2459902 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.398167 -0.130277 -0.151776 0.130560 2.008333 -1.649280 2.952381 0.122197 0.4661 0.6553 0.3768 nan nan
2459901 not_connected 100.00% 100.00% 100.00% 0.00% - - 255.416481 254.796428 inf inf 7.251245 7.592338 -5.100854 -5.006895 nan nan nan nan nan
2459900 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.256524 -0.570751 -0.552611 -0.421691 1.166132 -1.872310 1.294933 0.049096 0.4089 0.6061 0.3294 nan nan
2459898 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.408831 -0.582154 -0.431979 -0.376490 2.490197 -2.144229 -0.590940 0.662229 0.4593 0.6536 0.3818 nan nan
2459897 not_connected 100.00% 0.00% 0.00% 0.00% - - 29.534849 -0.474829 -0.165396 -0.242069 3.245353 -2.318754 0.824143 0.656831 0.4690 0.6573 0.3759 nan nan
2459896 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.515090 -0.510124 -0.245189 -0.242189 3.383971 -3.164479 2.850001 0.400058 0.4752 0.6617 0.3740 nan nan
2459895 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.454950 -0.693855 -0.223424 0.334965 2.889985 -1.840357 1.740239 -1.031909 0.6032 0.7416 0.2723 nan nan
2459894 not_connected 100.00% 0.00% 0.00% 0.00% - - 36.805569 -0.730570 -0.271987 -0.240047 3.745728 -2.569089 0.697374 -0.210422 0.4797 0.6634 0.3638 nan nan
2459893 not_connected 100.00% 0.00% 0.00% 0.00% - - 35.424333 -0.810902 -0.401762 -0.456962 2.561886 -2.543665 0.568441 0.115559 0.4809 0.6637 0.3654 nan nan
2459892 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.813278 -0.709730 -0.390274 -0.390819 1.650396 -1.892598 1.975972 0.023676 0.4715 0.6632 0.3686 nan nan
2459891 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.198714 -0.677446 -0.166037 -0.156102 3.174478 -2.734856 -0.476740 0.162768 0.4588 0.6516 0.3731 nan nan
2459890 not_connected 100.00% 0.00% 0.00% 0.00% - - 34.425632 -0.758502 -0.366467 0.087381 2.658356 -2.066323 5.219010 -0.337673 0.4604 0.6494 0.3708 nan nan
2459889 not_connected 100.00% 0.00% 0.00% 0.00% - - 37.629983 -0.698350 -0.260220 -0.212354 4.206195 -2.996214 0.096247 0.118168 0.4717 0.6539 0.3656 nan nan
2459888 not_connected 100.00% 0.00% 0.00% 0.00% - - 30.822870 -0.613707 -0.289360 0.025217 3.815053 -2.681444 0.924998 -0.765761 0.4941 0.6710 0.3608 nan nan
2459887 not_connected 100.00% 0.00% 0.00% 0.00% - - 33.252057 -0.732893 -0.990068 -0.735418 2.013175 -3.090873 1.778455 -0.333685 0.4698 0.6513 0.3703 nan nan
2459886 not_connected 100.00% 1.06% 1.06% 0.00% - - 40.507900 -1.028251 -0.353093 0.324740 6.602767 5.792276 0.339463 -0.314917 0.5645 0.7067 0.3297 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 52.727778 1.126734 16.939028 22.226406 8.492147 2.968253 10.698809 4.632404 0.5327 0.6916 0.3356 nan nan
2459884 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.208300 -0.846898 -0.292314 0.061548 3.341897 -2.345048 0.975099 0.040764 0.4702 0.6457 0.3687 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 41.307264 1.148449 14.829655 19.573293 4.263958 1.239737 6.185125 1.933434 0.4837 0.6612 0.3634 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 70.511584 1.620955 17.108801 22.593115 6.935117 1.976010 9.149451 0.343175 0.4808 0.6594 0.3573 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.037550 1.014060 19.209511 26.092388 10.710899 3.485764 0.808277 2.561563 0.5489 0.7093 0.3098 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 48.671705 1.059893 15.401753 20.736293 4.176932 1.097523 3.557934 0.271460 0.4741 0.6555 0.3721 nan nan
2459879 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.395052 -1.130021 -1.695650 -2.226702 -0.196212 -1.629810 0.583775 0.871244 0.4581 0.6472 0.3862 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 43.379357 1.268966 19.175837 25.459896 6.855537 2.395780 8.330593 2.658314 0.4756 0.6641 0.3759 nan nan
2459876 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 not_connected 100.00% 0.00% 0.00% 0.00% - - 52.829882 0.840733 18.258906 24.192620 8.235354 3.082107 2.024547 3.745369 0.5007 0.6711 0.3907 nan nan
2459874 not_connected 100.00% 0.00% 0.00% 0.00% - - 14.641217 14.661278 29.164500 29.868210 16.261097 24.439895 -5.067914 -6.014579 0.4762 0.6267 0.3589 nan nan
2459873 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 not_connected 100.00% 0.00% 0.00% 0.00% - - 51.039712 0.634174 17.017913 22.254174 10.943608 4.596458 -0.774765 0.962124 0.4867 0.6517 0.3789 nan nan
2459871 not_connected 100.00% 0.00% 0.00% 0.00% - - 40.236402 0.514694 16.973853 22.787346 10.516640 3.963673 0.104362 0.988490 0.4945 0.6476 0.3696 nan nan
2459870 not_connected 100.00% 0.00% 0.00% 0.00% - - 64.253286 1.364784 12.507944 16.524392 7.179657 2.724127 -0.433664 2.168139 0.4944 0.6542 0.3735 nan nan
2459869 not_connected 100.00% 0.00% 0.00% 0.00% - - 51.842239 1.176483 12.287622 16.094443 8.969338 3.566012 1.700402 2.591477 0.5117 0.6750 0.3692 nan nan
2459868 not_connected 100.00% 0.00% 0.00% 0.00% - - 59.970547 1.523328 19.131307 25.796779 6.244468 2.386340 2.354195 -0.289606 0.4811 0.6492 0.3814 nan nan
2459867 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 not_connected 100.00% 0.00% 0.00% 0.00% - - 47.958885 0.820108 14.359641 18.637322 5.393010 0.658091 0.328302 -0.973881 0.4940 0.6546 0.3734 nan nan
2459865 not_connected 100.00% 0.00% 0.00% 0.00% - - 53.474007 2.021570 19.454424 24.712108 10.314455 2.634704 7.687408 4.152159 0.5305 0.6773 0.3478 nan nan
2459864 not_connected 100.00% 0.00% 0.00% 0.00% - - 66.723449 1.178679 10.125732 12.207980 5.286170 1.727024 0.473369 -0.024778 0.4951 0.6533 0.3928 nan nan
2459863 not_connected 100.00% 0.00% 0.00% 0.00% - - 43.873754 -0.832625 -0.277321 0.097401 2.844861 -1.249903 0.650343 -0.734166 0.4866 0.6387 0.3769 nan nan
2459862 not_connected 100.00% 0.00% 0.00% 0.00% - - 44.982962 -0.106306 12.763805 14.692284 6.548921 2.694833 0.440771 -0.513407 0.4778 0.6758 0.4171 nan nan
2459861 not_connected 100.00% 0.00% 0.00% 0.00% - - 32.848785 -1.033042 -1.137934 -1.182018 0.698423 -1.747924 -0.616144 -0.860206 0.5016 0.6556 0.3888 nan nan
2459860 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459859 not_connected 100.00% 0.00% 0.00% 0.00% - - 28.412730 -1.018334 -1.059899 -1.154176 0.441769 -1.377441 -0.058704 -0.223161 0.5179 0.6569 0.3792 nan nan
2459858 not_connected 100.00% 13.43% 0.00% 0.00% 100.00% 0.00% 31.701631 -1.254080 -1.528550 -1.549288 0.705898 -1.394642 -0.592421 -0.520262 0.5209 0.6618 0.3872 2.597246 2.345898
2459857 not_connected 0.00% 100.00% 100.00% 0.00% - - -0.370914 -0.466261 2.826262 2.773593 0.464574 0.189710 -1.088132 -0.414030 0.0416 0.0449 0.0094 nan nan
2459856 not_connected 100.00% 11.43% 0.00% 0.00% 100.00% 0.00% 42.756287 0.203658 9.163743 10.617774 3.519773 0.944081 -0.822421 0.221419 0.5124 0.6758 0.3865 3.635088 2.586450
2459855 not_connected 100.00% 28.35% 0.00% 0.00% 100.00% 0.00% 50.691512 0.312469 10.401613 11.967162 1.388470 0.184292 -0.517856 -0.486014 0.4798 0.6845 0.4460 2.585927 2.551360
2459854 not_connected 100.00% 11.64% 0.00% 0.00% 100.00% 0.00% 52.528935 0.132364 9.207117 10.440514 1.445285 0.028097 -0.584081 0.136106 0.5283 0.7221 0.4362 2.569241 2.325108
2459853 not_connected 100.00% 11.80% 0.00% 0.00% 100.00% 0.00% 36.821053 0.124927 11.672415 13.421777 4.182604 0.823653 -0.114445 -0.143664 0.5350 0.6592 0.3886 2.904253 2.830357
2459852 not_connected 100.00% 0.54% 0.00% 0.00% 100.00% 0.00% 21.127065 2.182967 10.547545 13.337223 8.089456 5.751043 8.489643 9.991319 0.6887 0.8101 0.2612 5.896164 3.872362
2459851 not_connected 100.00% 7.52% 0.00% 0.00% 100.00% 0.00% 32.101732 3.290501 13.156302 14.152944 10.881534 13.469416 4.689941 11.691461 0.5758 0.7214 0.3357 2.879976 2.611413
2459850 not_connected 100.00% 12.85% 0.00% 0.00% 100.00% 0.00% 37.566240 0.607696 11.135638 12.455829 5.900964 3.279892 -0.295260 5.914976 0.5705 0.7359 0.3565 2.543148 2.654551
2459849 not_connected 100.00% 8.09% 0.00% 0.00% 100.00% 0.00% 41.600329 0.774444 22.600330 25.301992 4.621247 0.498143 -1.037413 0.041499 0.5645 0.7263 0.3571 3.230015 3.258285
2459848 not_connected 100.00% 12.75% 0.00% 0.00% 100.00% 0.00% 40.681405 0.819699 16.472061 18.159127 8.590059 3.189961 -0.937162 -0.255294 0.5432 0.7315 0.3828 3.799077 3.132232
2459847 not_connected 100.00% 16.11% 0.00% 0.00% 100.00% 0.00% 43.057561 0.506269 15.517921 17.283599 8.207806 3.877039 0.658783 -0.955846 0.5156 0.6575 0.3949 2.748276 2.478284
2459846 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.644619 6.379568 10.571478 14.335699 14.940228 7.876759 1.186101 -0.529771 0.6372 0.6371 0.3717 1.572709 1.797315
2459845 not_connected 100.00% 2.21% 0.00% 0.00% 100.00% 0.00% 46.929114 1.328376 20.842908 23.773703 5.653696 1.046493 0.502191 -1.474708 0.5746 0.7347 0.3595 0.000000 0.000000
2459844 not_connected 100.00% 100.00% 100.00% 0.00% - - 1.934561 0.251785 66.212188 64.427461 2.694056 2.966033 1.401476 2.287592 0.0443 0.0573 0.0176 nan nan
2459843 not_connected 100.00% 1.75% 0.66% 0.00% 100.00% 0.00% 22.571245 7.598276 16.576853 17.367270 5.032624 7.420442 -0.884770 -2.947332 0.6004 0.7196 0.3709 3.279019 3.606941
2459842 not_connected 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.978673 0.262219 -0.756236 -1.065072 -1.161207 -2.583017 -0.244257 -1.618291 0.5722 0.6297 0.2107 4.380152 3.124631
2459841 not_connected 100.00% 100.00% 100.00% 0.00% - - 35.332179 29.317593 54.816724 53.257811 33.795094 30.839767 7.578789 9.854823 0.0603 0.0689 0.0307 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 78: 2459976

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.884495 -0.242156 31.884495 0.953585 -0.515729 -0.041402 1.893809 0.399104 0.628457

Antenna 78: 2459975

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.466408 34.466408 -0.152269 -0.516009 1.012878 2.551348 0.249775 1.305344 1.242583

Antenna 78: 2459974

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.469748 31.469748 -0.094148 -0.504657 1.095608 2.268870 0.105864 2.372415 1.211575

Antenna 78: 2459973

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.002774 32.002774 -0.014261 -0.488716 0.898345 1.397435 -0.496490 2.273340 0.276384

Antenna 78: 2459972

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.642112 31.642112 -0.175951 -0.447051 1.404385 3.000181 1.070057 2.128415 2.472837

Antenna 78: 2459971

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.244151 31.244151 -0.299079 -0.417673 1.185950 2.786343 0.331521 1.532240 0.405467

Antenna 78: 2459970

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.112566 0.033574 34.112566 1.374728 -0.294176 0.355604 2.490367 1.117711 1.105199

Antenna 78: 2459969

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.025678 34.025678 0.225935 -0.278586 1.205097 2.765353 0.211804 4.512527 1.452187

Antenna 78: 2459968

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 7.123272 7.123272 0.337760 -1.156280 1.553442 0.650873 0.805028 -0.493271 0.976155

Antenna 78: 2459967

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.652919 33.652919 -0.007712 -0.322574 1.735061 2.709961 0.259503 0.116924 0.578985

Antenna 78: 2459966

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 36.580689 -0.120893 36.580689 1.517559 -0.349935 0.841694 3.137972 1.153089 -0.239094

Antenna 78: 2459965

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.442604 -0.038087 33.442604 1.261323 -0.340064 -0.187791 1.719213 1.222741 0.639273

Antenna 78: 2459962

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.868527 -0.343391 33.868527 1.729860 -0.661731 4.223737 2.988075 0.562036 -0.128779

Antenna 78: 2459961

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 17.209164 -0.470473 17.209164 1.349703 -0.926471 0.276350 2.081432 0.533257 1.081364

Antenna 78: 2459960

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 36.343380 -0.552256 36.343380 1.436615 -0.383989 -0.244553 2.539967 0.627750 0.195373

Antenna 78: 2459959

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 39.673599 39.673599 -0.514434 -0.627853 1.156736 1.807201 -0.142741 0.144701 0.366243

Antenna 78: 2459958

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 37.700742 -0.361994 37.700742 1.362266 -0.435831 -0.288003 2.448299 0.017278 -0.156753

Antenna 78: 2459957

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.890562 -0.223048 32.890562 1.499046 -0.395548 0.689328 3.491757 2.817373 2.453786

Antenna 78: 2459956

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 23.708863 0.273230 23.708863 1.573203 -0.631978 0.027237 1.130109 0.747679 0.821054

Antenna 78: 2459955

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.138488 31.138488 -0.266581 -0.396490 1.394547 2.557699 -0.021278 1.016707 0.868975

Antenna 78: 2459954

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.582043 0.141300 34.582043 1.563142 -0.193551 0.271806 2.003338 1.363905 -0.681434

Antenna 78: 2459953

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.522782 -0.005850 33.522782 1.530379 -0.341088 0.440825 2.825509 0.740285 0.547216

Antenna 78: 2459952

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 36.531427 0.379211 36.531427 1.578419 -0.196687 0.633343 2.308915 5.593906 1.114180

Antenna 78: 2459951

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 28.721962 0.299789 28.721962 1.237954 -0.447361 0.101063 1.704442 3.765261 1.379047

Antenna 78: 2459950

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.346649 0.691358 33.346649 1.446115 -0.400145 0.630569 3.282921 0.390174 3.539328

Antenna 78: 2459949

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 35.030109 35.030109 0.326277 -0.571575 1.131308 2.008478 0.321040 3.471791 2.687725

Antenna 78: 2459948

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.658121 32.658121 0.119941 -0.872984 1.286171 2.472352 -0.221304 2.456960 0.167273

Antenna 78: 2459947

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.487925 0.204502 32.487925 0.953180 -0.756397 2.731024 2.573903 0.018662 1.507940

Antenna 78: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.185277 -0.139867 33.185277 0.706348 -0.747964 -0.414746 3.181634 2.779535 -0.228994

Antenna 78: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.212815 -0.012294 31.212815 0.485143 -0.780319 -0.507989 1.799577 2.359567 0.832738

Antenna 78: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.830150 30.830150 -0.006485 -0.677056 0.636552 1.933936 -0.713881 0.296353 1.182339

Antenna 78: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 27.660321 0.178672 27.660321 0.734858 -0.629200 -0.613753 1.088568 0.602985 1.104015

Antenna 78: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.174999 0.098442 34.174999 0.793417 -0.650952 -0.349033 1.496556 1.139888 2.169741

Antenna 78: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.720790 -0.150132 32.720790 0.663926 -0.603685 -0.100510 1.583665 2.234870 0.525923

Antenna 78: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 78: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.107730 -0.232792 31.107730 0.541388 -0.462125 -0.393978 1.712944 3.386041 0.761799

Antenna 78: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 28.871658 -0.042034 28.871658 0.755761 -0.446478 -0.547453 1.350797 2.888587 4.151016

Antenna 78: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.675485 30.675485 -0.285273 -0.354170 0.679967 1.623765 -0.354262 1.574764 0.470979

Antenna 78: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 23.551264 23.551264 -0.769880 -0.634809 1.236681 2.190554 -0.970056 2.245000 -0.126076

Antenna 78: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.594841 -0.260175 30.594841 0.872532 -0.480222 -0.530270 3.205545 2.477094 0.424712

Antenna 78: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 37.082905 37.082905 0.242356 -0.377237 1.417792 2.832648 -0.148707 2.484302 1.796850

Antenna 78: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.954113 0.184452 30.954113 1.594165 -0.372863 -0.393874 3.115020 0.670322 0.911108

Antenna 78: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.482104 0.923512 32.482104 1.325190 -0.196764 0.877588 3.852777 0.577406 1.048244

Antenna 78: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.237687 34.237687 0.566084 -0.278399 1.702755 2.496042 -0.245740 2.332580 0.128086

Antenna 78: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 29.328226 29.328226 0.396726 -0.292072 1.356054 2.098432 0.020480 1.307093 -0.234111

Antenna 78: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 9.926690 -1.161012 9.926690 0.761330 0.339373 -0.420582 -0.069000 -0.176725 0.363393

Antenna 78: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.904613 0.016773 30.904613 0.866492 -0.581637 -1.043881 3.424251 0.974644 0.892716

Antenna 78: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 29.459677 0.668409 29.459677 0.597135 -0.269530 -0.867392 -0.030398 0.849770 -0.132257

Antenna 78: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 24.257508 -1.057208 24.257508 -0.404499 -0.415939 -1.568136 -0.055741 -1.574866 0.140692

Antenna 78: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 9.902343 9.902343 -0.314849 -0.092064 0.421959 1.061128 -1.385128 -0.379314 -0.883108

Antenna 78: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.408682 31.408682 -0.133679 -0.580029 0.525502 2.191120 -1.181027 2.328711 -0.869692

Antenna 78: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.457503 -0.869125 34.457503 0.463511 -0.662160 -1.584726 1.319041 -0.962950 0.140200

Antenna 78: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.534650 -0.357463 33.534650 0.899179 -0.636753 -0.584453 3.380875 -0.280991 0.279538

Antenna 78: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 78: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.021646 -0.033829 32.021646 0.386878 -0.634422 -0.817309 2.320838 1.086819 0.454043

Antenna 78: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.426548 32.426548 0.292847 -0.477607 0.944011 3.688922 -0.239950 1.073170 0.803105

Antenna 78: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 35.678311 0.666885 35.678311 1.105986 -0.560521 -0.593196 1.784326 0.771201 2.735327

Antenna 78: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.736802 0.232902 34.736802 0.929811 -0.648477 -0.601966 4.336243 0.185464 1.322012

Antenna 78: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.432729 31.432729 0.636292 -0.611355 0.848313 2.040997 -0.575939 1.249834 0.511872

Antenna 78: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.017750 33.017750 0.259087 -0.635740 1.363654 1.704405 -0.507085 2.810752 -0.342624

Antenna 78: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 35.678879 35.678879 0.020764 -0.722595 1.604698 2.823668 -0.387713 2.644590 -0.295130

Antenna 78: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected nn Power inf 237.929953 238.144047 inf inf 3506.661841 3455.861573 8918.707692 9288.092007

Antenna 78: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.628569 0.017499 31.628569 0.613537 -0.735599 -1.400781 3.505691 -0.306721 0.102320

Antenna 78: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 29.682825 0.097539 29.682825 0.893193 -0.682261 -1.580327 2.844890 -0.286966 1.187605

Antenna 78: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 29.816953 0.258472 29.816953 0.842982 -0.709401 -1.680673 2.733778 -0.959588 0.766453

Antenna 78: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.507158 0.220856 31.507158 0.572757 -0.761793 -1.620131 2.279623 -0.306963 1.380740

Antenna 78: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.906736 32.906736 0.074705 -0.686126 0.566250 2.100038 -1.368482 0.830636 0.174794

Antenna 78: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.564393 -0.332456 31.564393 -0.579182 -0.463115 -2.098556 1.722087 0.416341 2.338456

Antenna 78: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.642866 -0.310582 32.642866 -0.029583 -0.134983 -1.334911 1.945714 1.090107 0.920172

Antenna 78: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.218009 -0.343164 31.218009 -0.105155 -0.268199 -2.752524 4.905398 0.472979 3.146539

Antenna 78: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 31.693844 -0.347815 31.693844 0.106405 -0.083061 -1.688792 2.833334 0.972547 -0.800006

Antenna 78: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.100079 -0.305562 32.100079 -0.184193 -0.279097 -1.561759 1.596405 0.860478 -0.908435

Antenna 78: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 35.398167 35.398167 -0.130277 -0.151776 0.130560 2.008333 -1.649280 2.952381 0.122197

Antenna 78: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Power inf 255.416481 254.796428 inf inf 7.251245 7.592338 -5.100854 -5.006895

Antenna 78: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.256524 32.256524 -0.570751 -0.552611 -0.421691 1.166132 -1.872310 1.294933 0.049096

Antenna 78: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.408831 -0.582154 30.408831 -0.376490 -0.431979 -2.144229 2.490197 0.662229 -0.590940

Antenna 78: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 29.534849 -0.474829 29.534849 -0.242069 -0.165396 -2.318754 3.245353 0.656831 0.824143

Antenna 78: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 28.515090 -0.510124 28.515090 -0.242189 -0.245189 -3.164479 3.383971 0.400058 2.850001

Antenna 78: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.454950 34.454950 -0.693855 -0.223424 0.334965 2.889985 -1.840357 1.740239 -1.031909

Antenna 78: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 36.805569 -0.730570 36.805569 -0.240047 -0.271987 -2.569089 3.745728 -0.210422 0.697374

Antenna 78: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 35.424333 35.424333 -0.810902 -0.401762 -0.456962 2.561886 -2.543665 0.568441 0.115559

Antenna 78: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.813278 -0.709730 34.813278 -0.390819 -0.390274 -1.892598 1.650396 0.023676 1.975972

Antenna 78: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.198714 32.198714 -0.677446 -0.166037 -0.156102 3.174478 -2.734856 -0.476740 0.162768

Antenna 78: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 34.425632 -0.758502 34.425632 0.087381 -0.366467 -2.066323 2.658356 -0.337673 5.219010

Antenna 78: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 37.629983 37.629983 -0.698350 -0.260220 -0.212354 4.206195 -2.996214 0.096247 0.118168

Antenna 78: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 30.822870 -0.613707 30.822870 0.025217 -0.289360 -2.681444 3.815053 -0.765761 0.924998

Antenna 78: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 33.252057 -0.732893 33.252057 -0.735418 -0.990068 -3.090873 2.013175 -0.333685 1.778455

Antenna 78: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 40.507900 40.507900 -1.028251 -0.353093 0.324740 6.602767 5.792276 0.339463 -0.314917

Antenna 78: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 52.727778 1.126734 52.727778 22.226406 16.939028 2.968253 8.492147 4.632404 10.698809

Antenna 78: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 32.208300 -0.846898 32.208300 0.061548 -0.292314 -2.345048 3.341897 0.040764 0.975099

Antenna 78: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 41.307264 1.148449 41.307264 19.573293 14.829655 1.239737 4.263958 1.933434 6.185125

Antenna 78: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 70.511584 1.620955 70.511584 22.593115 17.108801 1.976010 6.935117 0.343175 9.149451

Antenna 78: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 40.037550 1.014060 40.037550 26.092388 19.209511 3.485764 10.710899 2.561563 0.808277

Antenna 78: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 48.671705 1.059893 48.671705 20.736293 15.401753 1.097523 4.176932 0.271460 3.557934

Antenna 78: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 28.395052 -1.130021 28.395052 -2.226702 -1.695650 -1.629810 -0.196212 0.871244 0.583775

Antenna 78: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
78 N06 not_connected ee Shape 43.379357 1.268966 43.379357 25.459896 19.175837 2.395780 6.855537 2.658314 8.330593

Antenna 78: 2459876

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
78 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan

Antenna 78: 2459875

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
78 N06 not_connected ee Shape 52.829882 52.829882 0.840733 18.258906 24.192620 8.235354 3.082107 2.024547 3.745369

Antenna 78: 2459874

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
78 N06 not_connected nn Power 29.868210 14.641217 14.661278 29.164500 29.868210 16.261097 24.439895 -5.067914 -6.014579

Antenna 78: 2459873

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
78 N06 not_connected ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: