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 = "147"
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 147 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 147, Node N15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459976 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.455630 -1.603090 1.086721 2.342953 -0.244158 -0.785172 -0.294041 0.292006 0.6399 0.6440 0.3645 nan nan
2459975 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.569150 -1.691920 1.152566 2.329444 -0.712695 -0.760354 0.048556 0.082067 0.6316 0.6384 0.3780 nan nan
2459974 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.373754 -1.580601 1.386335 2.520016 -0.655091 -0.629541 2.976288 -0.007663 0.6327 0.6388 0.3749 nan nan
2459973 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.417873 -1.613425 1.291090 2.542954 0.094650 -0.424501 0.502597 -0.392327 0.6466 0.6552 0.3796 nan nan
2459972 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.435703 -1.575852 1.250559 2.370227 -0.539061 -1.121781 1.632913 0.257650 0.6341 0.6395 0.3800 nan nan
2459971 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.502108 -1.563149 1.144570 2.320731 -0.622363 -0.940546 0.265002 0.289888 0.6387 0.6446 0.3773 nan nan
2459970 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.543297 -1.651889 1.224328 2.471981 -0.961629 -0.851083 0.596356 0.574619 0.6350 0.6415 0.3766 nan nan
2459969 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.518344 -1.624896 1.345964 2.365414 -0.253552 -0.455928 -0.519720 -0.446210 0.6435 0.6508 0.3782 nan nan
2459968 digital_ok 100.00% 99.95% 99.95% 0.00% - - nan nan inf inf nan nan nan nan 0.2686 0.1556 0.2265 nan nan
2459967 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.798135 -1.717775 1.363427 2.283520 -0.573786 -1.266509 1.270912 0.210606 0.6394 0.6486 0.3699 nan nan
2459966 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.773144 -1.656587 1.040632 2.219586 -0.852495 -1.125975 1.602126 0.557256 0.6300 0.6391 0.3693 nan nan
2459965 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.800540 -1.665254 1.132532 2.177356 -0.376539 -1.209871 1.015316 -0.048169 0.6290 0.6383 0.3571 nan nan
2459964 digital_ok 100.00% 98.92% 99.08% 0.00% - - nan nan inf inf nan nan nan nan 0.4089 0.2905 0.2914 nan nan
2459963 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459962 digital_ok 100.00% 99.78% 99.78% 0.00% - - nan nan inf inf nan nan nan nan 0.6179 0.5934 0.3034 nan nan
2459961 digital_ok 100.00% 99.19% 99.08% 0.00% - - nan nan inf inf nan nan nan nan 0.5818 0.6296 0.4111 nan nan
2459960 digital_ok 100.00% 98.11% 97.89% 0.00% - - nan nan inf inf nan nan nan nan 0.3645 0.3669 0.2443 nan nan
2459959 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.801557 -2.135298 1.339128 2.719532 -0.475596 -0.960782 -0.612352 0.905346 0.6427 0.6492 0.3698 nan nan
2459958 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.950139 -1.756043 0.992064 2.176887 -0.490187 -1.056284 0.034602 1.197907 0.6431 0.6460 0.3791 nan nan
2459957 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.984022 -1.439796 0.970897 2.086485 -0.582802 -1.397064 -0.304765 0.840491 0.6342 0.6440 0.3759 nan nan
2459956 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.846512 -0.788029 1.061930 2.264657 -0.890258 -0.852038 1.204833 2.218060 0.6851 0.6819 0.3028 nan nan
2459955 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.945650 -1.542159 0.998749 2.018237 -0.681877 -1.013616 -0.370193 0.860968 0.6271 0.6398 0.3764 nan nan
2459954 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.765259 -1.550413 1.047040 2.160365 -0.937401 -1.135720 -0.513042 1.248154 0.6295 0.6425 0.3848 nan nan
2459953 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.747152 -1.599021 1.165761 2.319358 -1.199140 -1.172040 -0.469611 0.387956 0.6463 0.6598 0.3823 nan nan
2459952 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.807620 -1.774191 1.256055 2.476850 -0.947870 -0.874189 -0.256963 0.848043 0.6474 0.6597 0.3846 nan nan
2459951 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.304001 -1.293947 1.657516 2.418164 0.885755 -0.495728 -0.061208 -0.235500 0.6561 0.6711 0.3848 nan nan
2459950 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.372557 -1.376320 1.958165 2.424450 2.663475 -0.350638 -0.098435 -0.970328 0.6493 0.6652 0.3900 nan nan
2459949 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.695469 -1.693305 1.557900 2.567728 0.238423 -0.492415 0.109183 -0.141367 0.6396 0.6505 0.3904 nan nan
2459948 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.630765 -1.386495 1.531369 2.825184 0.437558 -0.322059 0.045333 0.463283 0.6752 0.6909 0.3638 nan nan
2459947 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.703533 -1.497089 1.109691 1.967932 -0.681011 -0.153635 1.296634 0.366589 0.6857 0.6804 0.3543 nan nan
2459946 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.991730 -1.418916 0.676999 2.036349 -0.926683 -0.561421 0.643949 1.402899 0.6534 0.6632 0.3842 nan nan
2459945 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.615903 -1.372826 0.789246 1.932422 -0.736628 -0.100695 -0.147840 0.153778 0.6596 0.6672 0.3844 nan nan
2459944 digital_ok 100.00% 99.51% 99.57% 0.00% - - nan nan inf inf nan nan nan nan 0.5463 0.4666 0.2160 nan nan
2459943 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.807385 -1.286699 1.233681 2.010894 0.662645 0.001804 -0.531709 -0.693718 0.6624 0.6763 0.3893 nan nan
2459942 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.866304 -1.406639 1.009102 2.033040 -0.150963 -0.393438 -0.292144 -0.311904 0.6693 0.6729 0.3731 nan nan
2459941 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.783746 -1.336823 0.775114 2.012208 -0.334152 -0.379667 -0.388297 0.310240 0.6514 0.6618 0.3979 nan nan
2459940 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.563553 -1.462800 0.944571 1.902030 0.278482 -0.011442 0.039617 -0.350929 0.6603 0.6710 0.3948 nan nan
2459938 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.385525 -1.132926 1.041995 2.003019 0.318187 -0.301271 -0.321897 -0.394106 0.6600 0.6721 0.3896 nan nan
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.674916 -1.435688 0.927875 2.027652 -0.928940 -0.377663 0.181111 1.101939 0.6841 0.6993 0.3562 nan nan
2459936 digital_ok 100.00% 100.00% 100.00% 0.00% - - 163.297108 163.280913 inf inf 4335.817386 4369.893585 826.283523 821.633294 nan nan nan nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.527204 -1.260299 0.511128 1.858440 -0.663528 -0.689801 1.306294 0.964244 0.6485 0.6606 0.3884 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.625034 -1.272335 0.669127 1.825303 -0.359144 -0.314992 -0.021315 0.040248 0.6614 0.6771 0.3980 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.744518 -1.154527 0.759526 1.899133 -0.190774 -0.579151 -0.415506 -0.420151 0.6618 0.6816 0.3980 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.181277 -1.048786 0.723209 1.903918 3.250888 -1.219382 0.259144 0.207217 0.5868 0.6059 0.3469 nan nan
2459931 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459930 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.776132 2.821148 0.770304 0.100960 -1.071033 1.973579 0.006698 58.282798 0.6626 0.5796 0.4308 nan nan
2459929 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.417344 -1.311804 0.880841 2.165860 -1.235900 -0.475097 -0.061157 0.830167 0.6519 0.6616 0.3861 nan nan
2459927 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.498103 -0.939615 1.212027 1.970710 6.335657 0.901712 1.146609 1.131944 0.6052 0.6077 0.3298 nan nan
2459926 digital_ok 100.00% 100.00% 100.00% 0.00% - - 191.278813 191.883117 inf inf 1540.619194 1556.335592 287.430008 294.025822 nan nan nan nan nan
2459925 digital_ok 100.00% 100.00% 100.00% 0.00% - - 133.805114 111.207095 inf inf 4691.479732 4566.041017 332.904250 346.387259 nan nan nan nan nan
2459924 digital_ok 100.00% 100.00% 100.00% 0.00% - - 154.055756 148.193841 inf inf 3946.099201 3825.296561 3013.305514 3105.088515 nan nan nan nan nan
2459923 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.598331 -1.592979 0.433635 1.606519 -0.344495 -0.626202 -0.143606 0.910388 0.6626 0.6773 0.3987 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.615723 -1.648688 0.710022 1.744490 -0.259812 0.011732 -0.171114 0.241752 0.6543 0.6660 0.4195 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.174977 -1.299694 1.011343 1.922570 -0.434850 0.326063 -0.225758 -0.280361 0.6618 0.6767 0.3861 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.339542 -1.389578 0.953224 1.798847 0.294866 -0.145530 -0.206639 -0.394086 0.6740 0.6906 0.3952 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.685487 -1.768477 1.059820 2.100435 2.199205 -1.071286 -0.282331 -0.045469 0.7046 0.7222 0.4525 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.315528 -1.293088 1.334148 1.841303 1.778029 -0.069103 -0.000796 -0.274081 0.6682 0.6905 0.3980 nan nan
2459915 digital_ok 100.00% 100.00% 100.00% 0.00% - - 243.210684 243.169219 inf inf 2172.825036 2234.193457 5311.001690 5578.342693 nan nan nan nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.911401 -1.675566 1.012349 2.187148 -0.411308 -0.266404 1.195076 1.648942 0.7372 0.7483 0.2964 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.576445 -1.177351 1.328448 1.908764 -0.398737 -0.302636 4.487421 0.774618 0.6915 0.6938 0.3971 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.678282 -1.141318 0.930082 1.863671 0.326325 -0.251324 2.566810 0.860437 0.6645 0.6861 0.3996 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.615828 -1.211703 0.865159 1.807929 -0.131778 -0.108914 -0.344822 -0.352601 0.6648 0.6863 0.4035 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.569077 -1.180514 0.915550 1.755525 0.585779 -0.206112 -0.413450 -0.709608 0.6678 0.6884 0.4004 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.534984 -1.199364 0.838551 1.758102 0.608371 -0.032189 -0.051299 0.025653 0.6674 0.6883 0.3984 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.488377 -1.273856 0.923987 1.750845 1.223818 -0.015058 -0.128605 -0.281285 0.6714 0.6957 0.3978 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.493858 -1.121875 1.005170 1.832248 2.829710 -0.105298 -0.186106 -0.054047 0.6703 0.6940 0.3936 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.592603 -1.236073 0.926636 1.805597 1.668541 -0.280210 -0.165598 0.252272 0.6627 0.6857 0.3935 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.386681 -1.195208 0.903758 1.780237 1.053585 -0.642260 -0.102939 -0.043435 0.6535 0.6821 0.4010 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.513896 -1.270654 0.978781 2.006568 0.153421 -0.596320 0.344766 0.477350 0.6568 0.6830 0.3934 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.589788 -1.329501 1.270964 1.920601 3.124719 -0.344765 0.406982 0.025435 0.6613 0.6856 0.3970 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.541523 -1.373015 1.314854 1.843077 2.651935 -0.504468 -0.042383 -0.210218 0.6681 0.6865 0.3886 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.759107 -1.417597 1.272931 1.836536 5.067840 -0.504956 -0.029340 -0.014934 0.6611 0.6788 0.4029 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.693985 -1.347146 1.106279 1.869244 2.355655 -0.174602 -0.141831 0.045572 0.6212 0.6504 0.3346 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.805801 -1.392291 1.076907 1.783629 2.317238 -0.472850 0.304036 0.002536 0.6683 0.6873 0.3941 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.858386 -1.273111 0.828951 1.892670 1.361206 -0.398488 -0.004403 -0.165935 0.6726 0.6867 0.3878 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.773974 -1.469977 1.102664 1.789936 5.591261 -0.490255 -0.069202 -0.235391 0.6735 0.6897 0.3871 nan nan
2459895 digital_ok 100.00% 100.00% 100.00% 0.00% - - 224.925303 225.068408 inf inf 5576.974809 5526.196934 791.965350 772.526005 nan nan nan nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.944127 -1.668812 0.565113 1.727211 -1.244249 -0.578466 1.777771 0.119199 0.6855 0.6869 0.3751 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.874221 -1.687117 0.780819 1.789419 0.786551 -0.118506 0.182040 0.000721 0.6841 0.6935 0.3781 nan nan
2459892 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.882522 -1.629088 0.845047 2.103680 2.729388 -0.843512 0.019654 -0.128604 0.6722 0.6879 0.3863 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.997894 -1.740942 1.093607 2.412556 -0.986653 -0.786348 -0.290315 -0.435867 0.6767 0.6862 0.3843 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.160084 -1.691307 0.576266 1.886154 1.640096 -0.710103 0.135985 0.323946 0.6846 0.6910 0.3795 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.972917 -1.508991 1.131575 2.214826 1.160084 -0.860319 0.193904 0.452195 0.7014 0.7107 0.3701 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.796060 -1.549931 1.335088 2.056978 0.182611 -0.064588 -0.178302 -0.162702 0.6846 0.6924 0.3809 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.742450 -2.008110 1.510080 1.781452 18.077558 18.113934 2.461282 2.350222 0.7673 0.7564 0.3137 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.168310 -0.592792 5.411217 9.761718 1.427587 -0.824458 1.672820 0.811848 0.7404 0.7354 0.3321 nan nan
2459884 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.884865 -0.455189 6.090749 10.254607 1.075355 -0.753687 3.118611 -0.012792 0.6941 0.6966 0.3658 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.602821 -0.392376 5.960153 10.866362 -0.705475 -1.744799 4.142467 1.672863 0.7305 0.7407 0.3159 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.812643 -0.608414 6.146614 9.295474 2.003099 -0.827193 0.277769 -0.293550 0.6863 0.6942 0.3806 nan nan
2459879 digital_ok 100.00% 100.00% 100.00% 0.00% - - 218.306969 218.365346 inf inf 4657.844253 4657.058829 13342.750544 13335.686745 nan nan nan nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.397872 -0.343650 7.893871 11.211096 5.898049 -0.917635 0.842667 0.280184 0.6775 0.6914 0.3880 nan nan
2459876 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 29.408496 30.394788 15.558007 16.190393 12.033383 17.508844 2.408531 6.159082 0.3702 0.3727 0.1684 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 42.184516 43.327402 8.068255 8.166150 16.608021 21.476125 3.423841 1.169005 0.3407 0.3446 0.1527 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 31.506149 31.700581 9.930296 10.985776 8.102550 9.764717 2.048455 1.222473 0.3508 0.3501 0.1544 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - 28.418748 28.757652 12.853094 13.821896 15.583956 24.465945 3.122545 1.267076 0.3391 0.3388 0.1551 nan nan
2459871 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459870 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 34.025874 -0.151849 2.832113 2.756120 6.926693 -1.331880 8.304915 -0.527080 0.6627 0.7151 0.3659 nan nan
2459868 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 30.727891 0.818958 2.954453 4.581722 9.674634 -0.956650 39.328558 0.136885 0.6876 0.7093 0.3523 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.669146 0.527590 0.101751 -1.241461 5.858067 -0.881878 116.492231 0.298549 0.6882 0.6888 0.4085 nan nan
2459863 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459862 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459861 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.055883 -0.722930 0.568896 -1.273741 8.037354 -0.931854 18.945822 -0.766795 0.7122 0.6928 0.4016 nan nan
2459859 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.630493 -1.171508 -0.870243 0.066697 4.037309 0.942951 19.338133 -0.408191 0.7255 0.7021 0.4072 3.420341 2.926276
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.351762 0.471454 0.019141 0.125139 -1.038989 -0.999650 -0.012656 0.458970 0.0292 0.0280 0.0007 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.076388 -0.147776 0.529628 -1.047617 5.762592 -1.041393 40.524521 -0.766237 0.7088 0.7174 0.3952 3.304905 2.902005
2459855 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.539106 75.395130 inf inf 4363.302211 4363.318181 4164.130250 4163.550150 0.0102 0.0127 0.0031 0.000000 0.000000
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.361240 -0.445007 1.254406 -0.177365 5.765577 -0.795371 35.793672 0.337905 0.7091 0.7512 0.4308 2.918141 2.528610
2459853 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.00% 1.415259 0.472884 2.342257 0.121906 2.498557 -1.036183 3.528584 -0.131467 0.8394 0.8454 0.2315 3.373233 3.006757
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.948393 -0.135869 1.736475 -0.050407 9.285384 -0.748651 73.397652 -0.342642 0.7328 0.7720 0.3419 3.483188 3.181432
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.112315 -0.190208 4.098014 1.636021 7.103889 -1.225891 30.042047 -1.044205 0.7137 0.7642 0.3466 4.399492 3.527615
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.377303 0.114141 6.665477 4.055627 10.841126 -1.113127 46.401902 -0.511929 0.7015 0.7682 0.3695 3.453428 2.958108
2459847 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459846 digital_ok 100.00% 25.64% 34.19% 0.00% 100.00% 0.00% 18.099499 7.628266 0.293158 0.582327 59.837402 60.040709 45.031812 -0.626038 0.8008 0.5421 0.5128 4.245052 3.547342
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.280276 0.280738 8.589821 6.642143 9.548395 -0.741888 43.196789 -1.071246 0.7234 0.7589 0.3550 3.615278 2.755432
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.662685 5.490455 2.558251 0.659101 0.041995 -0.625004 0.146205 0.153514 0.0300 0.0282 0.0015 nan nan
2459843 digital_ok 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 18.317617 2.247321 12.672229 12.002989 6.947274 4.971680 3.832247 -1.895435 0.7140 0.7565 0.3779 6.539698 5.367101
2459842 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.236046 -1.456551 -2.326749 -2.978962 -1.128047 -2.191598 -0.673652 -0.984557 0.7488 0.7178 0.2229 6.081732 4.609028
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 43.853461 37.755863 14.543022 13.187553 6.105422 9.693881 4.535509 0.397163 0.0293 0.0277 0.0013 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 147: 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
147 N15 digital_ok nn Power 2.342953 -1.603090 -0.455630 2.342953 1.086721 -0.785172 -0.244158 0.292006 -0.294041

Antenna 147: 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
147 N15 digital_ok nn Power 2.329444 -0.569150 -1.691920 1.152566 2.329444 -0.712695 -0.760354 0.048556 0.082067

Antenna 147: 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
147 N15 digital_ok ee Temporal Discontinuties 2.976288 -0.373754 -1.580601 1.386335 2.520016 -0.655091 -0.629541 2.976288 -0.007663

Antenna 147: 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
147 N15 digital_ok nn Power 2.542954 -0.417873 -1.613425 1.291090 2.542954 0.094650 -0.424501 0.502597 -0.392327

Antenna 147: 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
147 N15 digital_ok nn Power 2.370227 -0.435703 -1.575852 1.250559 2.370227 -0.539061 -1.121781 1.632913 0.257650

Antenna 147: 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
147 N15 digital_ok nn Power 2.320731 -0.502108 -1.563149 1.144570 2.320731 -0.622363 -0.940546 0.265002 0.289888

Antenna 147: 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
147 N15 digital_ok nn Power 2.471981 -1.651889 -0.543297 2.471981 1.224328 -0.851083 -0.961629 0.574619 0.596356

Antenna 147: 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
147 N15 digital_ok nn Power 2.365414 -0.518344 -1.624896 1.345964 2.365414 -0.253552 -0.455928 -0.519720 -0.446210

Antenna 147: 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
147 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 2.283520 -0.798135 -1.717775 1.363427 2.283520 -0.573786 -1.266509 1.270912 0.210606

Antenna 147: 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
147 N15 digital_ok nn Power 2.219586 -1.656587 -0.773144 2.219586 1.040632 -1.125975 -0.852495 0.557256 1.602126

Antenna 147: 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
147 N15 digital_ok nn Power 2.177356 -1.665254 -0.800540 2.177356 1.132532 -1.209871 -0.376539 -0.048169 1.015316

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 2.719532 -0.801557 -2.135298 1.339128 2.719532 -0.475596 -0.960782 -0.612352 0.905346

Antenna 147: 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
147 N15 digital_ok nn Power 2.176887 -1.756043 -0.950139 2.176887 0.992064 -1.056284 -0.490187 1.197907 0.034602

Antenna 147: 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
147 N15 digital_ok nn Power 2.086485 -1.439796 -0.984022 2.086485 0.970897 -1.397064 -0.582802 0.840491 -0.304765

Antenna 147: 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
147 N15 digital_ok nn Power 2.264657 -0.788029 -0.846512 2.264657 1.061930 -0.852038 -0.890258 2.218060 1.204833

Antenna 147: 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
147 N15 digital_ok nn Power 2.018237 -0.945650 -1.542159 0.998749 2.018237 -0.681877 -1.013616 -0.370193 0.860968

Antenna 147: 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
147 N15 digital_ok nn Power 2.160365 -1.550413 -0.765259 2.160365 1.047040 -1.135720 -0.937401 1.248154 -0.513042

Antenna 147: 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
147 N15 digital_ok nn Power 2.319358 -1.599021 -0.747152 2.319358 1.165761 -1.172040 -1.199140 0.387956 -0.469611

Antenna 147: 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
147 N15 digital_ok nn Power 2.476850 -1.774191 -0.807620 2.476850 1.256055 -0.874189 -0.947870 0.848043 -0.256963

Antenna 147: 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
147 N15 digital_ok nn Power 2.418164 -1.293947 -0.304001 2.418164 1.657516 -0.495728 0.885755 -0.235500 -0.061208

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.663475 -1.376320 -0.372557 2.424450 1.958165 -0.350638 2.663475 -0.970328 -0.098435

Antenna 147: 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
147 N15 digital_ok nn Power 2.567728 -0.695469 -1.693305 1.557900 2.567728 0.238423 -0.492415 0.109183 -0.141367

Antenna 147: 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
147 N15 digital_ok nn Power 2.825184 -0.630765 -1.386495 1.531369 2.825184 0.437558 -0.322059 0.045333 0.463283

Antenna 147: 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
147 N15 digital_ok nn Power 1.967932 -1.497089 -0.703533 1.967932 1.109691 -0.153635 -0.681011 0.366589 1.296634

Antenna 147: 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
147 N15 digital_ok nn Power 2.036349 -1.418916 -0.991730 2.036349 0.676999 -0.561421 -0.926683 1.402899 0.643949

Antenna 147: 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
147 N15 digital_ok nn Power 1.932422 -1.372826 -0.615903 1.932422 0.789246 -0.100695 -0.736628 0.153778 -0.147840

Antenna 147: 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
147 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 2.010894 -1.286699 -0.807385 2.010894 1.233681 0.001804 0.662645 -0.693718 -0.531709

Antenna 147: 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
147 N15 digital_ok nn Power 2.033040 -1.406639 -0.866304 2.033040 1.009102 -0.393438 -0.150963 -0.311904 -0.292144

Antenna 147: 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
147 N15 digital_ok nn Power 2.012208 -1.336823 -0.783746 2.012208 0.775114 -0.379667 -0.334152 0.310240 -0.388297

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 1.902030 -1.462800 -0.563553 1.902030 0.944571 -0.011442 0.278482 -0.350929 0.039617

Antenna 147: 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
147 N15 digital_ok nn Power 2.003019 -1.132926 -0.385525 2.003019 1.041995 -0.301271 0.318187 -0.394106 -0.321897

Antenna 147: 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
147 N15 digital_ok nn Power 2.027652 -0.674916 -1.435688 0.927875 2.027652 -0.928940 -0.377663 0.181111 1.101939

Antenna 147: 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
147 N15 digital_ok ee Power inf 163.297108 163.280913 inf inf 4335.817386 4369.893585 826.283523 821.633294

Antenna 147: 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
147 N15 digital_ok nn Power 1.858440 -1.260299 -0.527204 1.858440 0.511128 -0.689801 -0.663528 0.964244 1.306294

Antenna 147: 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
147 N15 digital_ok nn Power 1.825303 -0.625034 -1.272335 0.669127 1.825303 -0.359144 -0.314992 -0.021315 0.040248

Antenna 147: 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
147 N15 digital_ok nn Power 1.899133 -1.154527 -0.744518 1.899133 0.759526 -0.579151 -0.190774 -0.420151 -0.415506

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 3.250888 -1.048786 -0.181277 1.903918 0.723209 -1.219382 3.250888 0.207217 0.259144

Antenna 147: 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
147 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Temporal Discontinuties 58.282798 -0.776132 2.821148 0.770304 0.100960 -1.071033 1.973579 0.006698 58.282798

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 2.165860 -1.311804 -0.417344 2.165860 0.880841 -0.475097 -1.235900 0.830167 -0.061157

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 6.335657 -0.939615 -0.498103 1.970710 1.212027 0.901712 6.335657 1.131944 1.146609

Antenna 147: 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
147 N15 digital_ok nn Power inf 191.883117 191.278813 inf inf 1556.335592 1540.619194 294.025822 287.430008

Antenna 147: 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
147 N15 digital_ok ee Power inf 133.805114 111.207095 inf inf 4691.479732 4566.041017 332.904250 346.387259

Antenna 147: 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
147 N15 digital_ok ee Power inf 154.055756 148.193841 inf inf 3946.099201 3825.296561 3013.305514 3105.088515

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 1.606519 -1.592979 -0.598331 1.606519 0.433635 -0.626202 -0.344495 0.910388 -0.143606

Antenna 147: 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
147 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 1.744490 -1.648688 -0.615723 1.744490 0.710022 0.011732 -0.259812 0.241752 -0.171114

Antenna 147: 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
147 N15 digital_ok nn Power 1.922570 -0.174977 -1.299694 1.011343 1.922570 -0.434850 0.326063 -0.225758 -0.280361

Antenna 147: 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
147 N15 digital_ok nn Power 1.798847 -1.389578 -0.339542 1.798847 0.953224 -0.145530 0.294866 -0.394086 -0.206639

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.199205 -1.768477 -0.685487 2.100435 1.059820 -1.071286 2.199205 -0.045469 -0.282331

Antenna 147: 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
147 N15 digital_ok nn Power 1.841303 -0.315528 -1.293088 1.334148 1.841303 1.778029 -0.069103 -0.000796 -0.274081

Antenna 147: 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
147 N15 digital_ok ee Power inf 243.210684 243.169219 inf inf 2172.825036 2234.193457 5311.001690 5578.342693

Antenna 147: 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
147 N15 digital_ok nn Power 2.187148 -0.911401 -1.675566 1.012349 2.187148 -0.411308 -0.266404 1.195076 1.648942

Antenna 147: 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
147 N15 digital_ok ee Temporal Discontinuties 4.487421 -1.177351 -0.576445 1.908764 1.328448 -0.302636 -0.398737 0.774618 4.487421

Antenna 147: 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
147 N15 digital_ok ee Temporal Discontinuties 2.566810 -1.141318 -0.678282 1.863671 0.930082 -0.251324 0.326325 0.860437 2.566810

Antenna 147: 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
147 N15 digital_ok nn Power 1.807929 -1.211703 -0.615828 1.807929 0.865159 -0.108914 -0.131778 -0.352601 -0.344822

Antenna 147: 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
147 N15 digital_ok nn Power 1.755525 -1.180514 -0.569077 1.755525 0.915550 -0.206112 0.585779 -0.709608 -0.413450

Antenna 147: 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
147 N15 digital_ok nn Power 1.758102 -1.199364 -0.534984 1.758102 0.838551 -0.032189 0.608371 0.025653 -0.051299

Antenna 147: 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
147 N15 digital_ok nn Power 1.750845 -0.488377 -1.273856 0.923987 1.750845 1.223818 -0.015058 -0.128605 -0.281285

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.829710 -1.121875 -0.493858 1.832248 1.005170 -0.105298 2.829710 -0.054047 -0.186106

Antenna 147: 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
147 N15 digital_ok nn Power 1.805597 -1.236073 -0.592603 1.805597 0.926636 -0.280210 1.668541 0.252272 -0.165598

Antenna 147: 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
147 N15 digital_ok nn Power 1.780237 -1.195208 -0.386681 1.780237 0.903758 -0.642260 1.053585 -0.043435 -0.102939

Antenna 147: 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
147 N15 digital_ok nn Power 2.006568 -1.270654 -0.513896 2.006568 0.978781 -0.596320 0.153421 0.477350 0.344766

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 3.124719 -1.329501 -0.589788 1.920601 1.270964 -0.344765 3.124719 0.025435 0.406982

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.651935 -0.541523 -1.373015 1.314854 1.843077 2.651935 -0.504468 -0.042383 -0.210218

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 5.067840 -0.759107 -1.417597 1.272931 1.836536 5.067840 -0.504956 -0.029340 -0.014934

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.355655 -0.693985 -1.347146 1.106279 1.869244 2.355655 -0.174602 -0.141831 0.045572

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.317238 -1.392291 -0.805801 1.783629 1.076907 -0.472850 2.317238 0.002536 0.304036

Antenna 147: 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
147 N15 digital_ok nn Power 1.892670 -1.273111 -0.858386 1.892670 0.828951 -0.398488 1.361206 -0.165935 -0.004403

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 5.591261 -1.469977 -0.773974 1.789936 1.102664 -0.490255 5.591261 -0.235391 -0.069202

Antenna 147: 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
147 N15 digital_ok ee Power inf 224.925303 225.068408 inf inf 5576.974809 5526.196934 791.965350 772.526005

Antenna 147: 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
147 N15 digital_ok ee Temporal Discontinuties 1.777771 -1.668812 -0.944127 1.727211 0.565113 -0.578466 -1.244249 0.119199 1.777771

Antenna 147: 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
147 N15 digital_ok nn Power 1.789419 -0.874221 -1.687117 0.780819 1.789419 0.786551 -0.118506 0.182040 0.000721

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok ee Temporal Variability 2.729388 -0.882522 -1.629088 0.845047 2.103680 2.729388 -0.843512 0.019654 -0.128604

Antenna 147: 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
147 N15 digital_ok nn Power 2.412556 -1.740942 -0.997894 2.412556 1.093607 -0.786348 -0.986653 -0.435867 -0.290315

Antenna 147: 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
147 N15 digital_ok nn Power 1.886154 -1.160084 -1.691307 0.576266 1.886154 1.640096 -0.710103 0.135985 0.323946

Antenna 147: 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
147 N15 digital_ok nn Power 2.214826 -1.508991 -0.972917 2.214826 1.131575 -0.860319 1.160084 0.452195 0.193904

Antenna 147: 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
147 N15 digital_ok nn Power 2.056978 -1.549931 -0.796060 2.056978 1.335088 -0.064588 0.182611 -0.162702 -0.178302

Antenna 147: 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
147 N15 digital_ok nn Temporal Variability 18.113934 -1.742450 -2.008110 1.510080 1.781452 18.077558 18.113934 2.461282 2.350222

Antenna 147: 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
147 N15 digital_ok nn Power 9.761718 -0.592792 -1.168310 9.761718 5.411217 -0.824458 1.427587 0.811848 1.672820

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Power 10.254607 -0.455189 -0.884865 10.254607 6.090749 -0.753687 1.075355 -0.012792 3.118611

Antenna 147: 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
147 N15 digital_ok nn Power 10.866362 -0.392376 -0.602821 10.866362 5.960153 -1.744799 -0.705475 1.672863 4.142467

Antenna 147: 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
147 N15 digital_ok nn Power 9.295474 -0.608414 -0.812643 9.295474 6.146614 -0.827193 2.003099 -0.293550 0.277769

Antenna 147: 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
147 N15 digital_ok nn Power inf 218.365346 218.306969 inf inf 4657.058829 4657.844253 13335.686745 13342.750544

Antenna 147: 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
147 N15 digital_ok nn Power 11.211096 -0.343650 -0.397872 11.211096 7.893871 -0.917635 5.898049 0.280184 0.842667

Antenna 147: 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
147 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 147: 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
147 N15 digital_ok nn Shape 30.394788 29.408496 30.394788 15.558007 16.190393 12.033383 17.508844 2.408531 6.159082

Antenna 147: 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
147 N15 digital_ok nn Shape 43.327402 42.184516 43.327402 8.068255 8.166150 16.608021 21.476125 3.423841 1.169005

Antenna 147: 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
147 N15 digital_ok nn Shape 31.700581 31.506149 31.700581 9.930296 10.985776 8.102550 9.764717 2.048455 1.222473
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