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 = "178"
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 178 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 62 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 60 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 178, Node N12:

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)
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.896555 -0.070842 0.603657 0.606111 0.731602 0.128058 4.056510 2.600194 0.6743 0.6693 0.3958 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.453983 -0.844940 1.000271 -0.195057 -0.238748 1.401509 3.666354 1.133597 0.6902 0.7022 0.3999 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.125152 -0.764760 0.095047 -0.114236 -0.072901 0.191360 6.188329 3.410339 0.6783 0.6687 0.3857 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.422547 -0.989948 0.427973 -0.459018 -0.377542 1.799641 5.496730 1.894986 0.6809 0.6657 0.3880 nan nan
2459872 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.473023 -0.723444 0.674791 -0.852867 -0.135960 1.533020 3.765666 0.673713 0.6852 0.6694 0.3921 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% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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 0.00% 0.00% 0.00% 0.00% - - 3.640703 -0.806174 0.672190 -0.613536 -0.341597 1.889001 3.833752 2.687815 0.6849 0.6717 0.4085 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.238360 -0.925716 0.903119 -0.107015 0.271831 2.545053 4.650215 1.689665 0.6849 0.6732 0.4007 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.856054 -0.692300 15.804351 3.859419 -0.247519 2.267505 6.639687 2.134869 0.6932 0.6871 0.3710 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.733472 -1.876996 3.413805 -1.228962 -0.630790 0.718224 12.921761 7.050441 0.6715 0.6647 0.4257 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.232148 -0.829941 1.251186 -0.066807 -0.219958 3.218686 7.704626 3.338584 0.6664 0.6573 0.4132 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 2.932271 -0.988686 3.553317 -1.437064 -0.665794 0.129288 1.336811 0.744966 0.6456 0.6775 0.4297 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.662226 -0.549094 1.324106 0.307705 -0.463882 2.065594 6.602557 2.588022 0.6769 0.6645 0.4296 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.941477 -0.491253 3.057586 -0.842208 -0.819155 -0.419526 3.103795 0.729491 0.6851 0.6659 0.4264 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.360478 -0.755006 1.425832 0.409486 0.149819 1.643987 1.051778 0.452498 0.6921 0.6733 0.4209 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.479526 -0.522164 1.368727 0.166766 0.680448 3.479725 4.539970 1.435950 0.7009 0.6781 0.4339 3.141469 3.013384
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.487447 -0.420436 0.490820 -0.017470 3.415320 4.285388 5.187812 3.057128 0.0252 0.0253 0.0004 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 3.103551 -0.571552 2.902284 -0.613436 -1.003292 2.167178 2.223384 2.055668 0.6919 0.6923 0.4195 1.657883 1.382184
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.236451 -0.663171 2.949621 -0.943659 -0.127837 0.890142 3.289407 1.622531 0.6686 0.7058 0.4532 2.657618 2.507987
2459854 digital_ok 100.00% 5.37% 0.00% 0.00% 100.00% 0.00% 8.493327 -1.488636 13.569271 4.165485 1.627613 0.996411 2.351167 3.055159 0.5669 0.7170 0.4797 2.116434 2.667558
2459853 digital_ok 100.00% 2.25% 0.00% 0.00% 100.00% 0.00% 6.547955 -1.433441 18.200895 5.556661 2.311278 0.363364 1.809435 2.762254 0.6074 0.6688 0.4480 2.236840 2.808964
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.514699 0.178190 17.209617 4.491031 7.960917 2.898455 15.731461 5.101299 0.7264 0.8099 0.2940 3.760388 4.864735
2459851 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.365999 -0.393067 17.077342 6.350400 7.644349 1.652488 3.728080 7.673426 0.6572 0.7110 0.3718 0.000000 0.000000
2459850 digital_ok 0.00% 0.00% 0.00% 0.58% 18.02% 0.00% -0.275252 -0.973175 0.061220 0.850386 -1.223556 -0.541030 -0.365643 -0.493422 0.7252 0.7431 0.3720 1.520904 1.305673
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.012815 -0.911761 0.812725 1.833656 -0.456241 0.230328 -0.663812 -0.970389 0.7244 0.7368 0.3748 1.429231 1.327357
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.193623 -0.662302 -1.074562 0.004908 -0.827848 -0.522704 -0.644011 -0.925430 0.7007 0.7387 0.3976 1.369893 1.270902
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% 0.175673 -0.433681 -0.971889 0.019347 -0.241350 -1.003663 -0.534489 -0.667729 0.7130 0.6753 0.4468 1.509085 1.345976
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 1.10% 0.814863 -0.044094 -0.609715 0.027315 -0.860867 -0.318417 -0.682443 -1.534884 0.7030 0.7253 0.4071 1.285322 1.253517
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.861788 0.042040 -0.804331 0.120201 -0.927009 -1.072567 -0.207766 -0.795119 0.0248 0.0246 0.0005 nan nan
2459843 digital_ok 0.00% 1.20% 0.66% 0.00% 15.22% 0.54% 1.403005 -0.806068 1.165752 -0.130318 0.854004 -0.469321 -0.306749 -0.469875 0.7151 0.7266 0.4141 1.671617 1.432965
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 129.303827 213.094143 64.357804 62.640400 563.512071 663.805235 1263.840219 1417.562936 0.0173 0.0163 0.0008 nan nan
2459839 digital_ok 100.00% - - - - - 32.663267 83.694861 143.277215 220.284960 243.647423 438.297798 1655.734688 3174.026218 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.452588 -1.355287 0.325306 -0.322895 -1.169568 0.466808 -0.790255 -0.854957 0.6724 0.6364 0.4040 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0343 0.0352 0.0016 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.350392 -0.004468 2.620435 3.067261 11.693067 11.565044 29.354471 29.316030 0.0369 0.0348 0.0020 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.567259 2.719744 0.680386 1.557817 63.811014 71.467955 87.772711 100.207366 0.0343 0.0321 0.0018 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.074487 -1.693622 0.042502 -0.798017 -0.216500 1.565360 0.073033 -0.790417 0.7395 0.4620 0.5502 1.631739 1.310532
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.842622 -1.053573 -1.179985 -1.046266 -0.822374 0.584385 -0.079218 -0.772899 0.0371 0.0315 0.0020 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 2.63% 0.00% -0.623787 -1.759675 0.503639 -0.618895 -1.575098 -0.926896 0.140896 -1.131704 0.7427 0.4787 0.5348 1.718398 1.313564
2459829 digital_ok 0.00% 0.00% 0.00% 0.00% 1.31% 98.69% -0.326691 -1.299330 1.070919 -0.126906 -1.487336 -0.281466 0.147375 -1.037213 0.6890 0.6043 0.4058 -0.000000 -0.000000
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.525989 -1.271013 1.095077 -0.045976 -0.966941 -0.184710 1.229609 -0.087266 0.7378 0.4814 0.5149 0.000000 0.000000
2459827 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.217148 -0.773972 0.996036 -0.671993 -1.225546 1.373525 1.435145 0.110061 0.0734 0.0624 0.0104 0.000000 0.000000
2459826 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.964679 -1.064543 0.852431 -0.615597 -1.554411 -0.549548 -0.439987 -1.023105 0.0764 0.0592 0.0085 0.000000 0.000000
2459825 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.810462 -1.391017 0.574081 -0.588770 -0.970130 -0.331225 -0.428166 -0.726091 0.0675 0.0555 0.0087 1.261735 1.260058
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.858593 -0.696607 0.621518 -0.619795 -1.347368 -1.032753 0.013008 -0.613373 0.0759 0.0665 0.0110 1.009985 1.010842
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.398640 -1.693145 0.677235 -0.961398 -0.289124 -1.085879 0.199169 -0.944758 0.0731 0.0600 0.0095 648.765076 252.588753
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.856879 -1.552102 1.084094 -0.500180 -0.485410 -0.332747 0.130164 -0.777212 0.0680 0.0560 0.0052 1.212774 1.212286
2459821 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 364.946641 365.227260 inf inf 1298.508856 1832.716395 1713.069290 1668.125361 nan nan nan 0.000000 0.000000
2459820 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.508640 -0.863624 1.026012 -0.355262 -0.666347 1.643468 -0.203237 -0.837893 0.0721 0.0607 0.0081 1.231279 1.228985
2459817 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.300130 -1.722577 1.086833 -0.589457 0.062284 -0.764394 -0.481743 -0.686618 0.0718 0.0660 0.0062 1.216511 1.213673
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.986424 -1.114019 0.897569 -0.629457 0.192310 -0.088421 -0.321639 -1.069642 0.8382 0.5764 0.6082 1.600460 1.344726
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.094546 -1.718239 0.837612 -0.856043 0.447253 -0.479872 -0.349193 -0.850308 0.7893 0.6440 0.5300 1.515157 1.390313
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 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

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 178: 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
178 N12 digital_ok ee Shape 4.896555 4.896555 -0.070842 0.603657 0.606111 0.731602 0.128058 4.056510 2.600194

Antenna 178: 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
178 N12 digital_ok ee Shape 4.453983 4.453983 -0.844940 1.000271 -0.195057 -0.238748 1.401509 3.666354 1.133597

Antenna 178: 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
178 N12 digital_ok ee Temporal Discontinuties 6.188329 6.125152 -0.764760 0.095047 -0.114236 -0.072901 0.191360 6.188329 3.410339

Antenna 178: 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
178 N12 digital_ok ee Temporal Discontinuties 5.496730 5.422547 -0.989948 0.427973 -0.459018 -0.377542 1.799641 5.496730 1.894986

Antenna 178: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 178: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 3.765666 -0.723444 3.473023 -0.852867 0.674791 1.533020 -0.135960 0.673713 3.765666

Antenna 178: 2459870

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
178 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 178: 2459869

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
178 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 178: 2459868

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
178 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 178: 2459867

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
178 N12 digital_ok ee Temporal Discontinuties 3.833752 3.640703 -0.806174 0.672190 -0.613536 -0.341597 1.889001 3.833752 2.687815

Antenna 178: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 4.650215 -0.925716 4.238360 -0.107015 0.903119 2.545053 0.271831 1.689665 4.650215

Antenna 178: 2459865

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
178 N12 digital_ok ee Power 15.804351 4.856054 -0.692300 15.804351 3.859419 -0.247519 2.267505 6.639687 2.134869

Antenna 178: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 12.921761 -1.876996 4.733472 -1.228962 3.413805 0.718224 -0.630790 7.050441 12.921761

Antenna 178: 2459863

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
178 N12 digital_ok ee Temporal Discontinuties 7.704626 2.232148 -0.829941 1.251186 -0.066807 -0.219958 3.218686 7.704626 3.338584

Antenna 178: 2459862

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
178 N12 digital_ok ee Power 3.553317 2.932271 -0.988686 3.553317 -1.437064 -0.665794 0.129288 1.336811 0.744966

Antenna 178: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 6.602557 -0.549094 1.662226 0.307705 1.324106 2.065594 -0.463882 2.588022 6.602557

Antenna 178: 2459860

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
178 N12 digital_ok ee Temporal Discontinuties 3.103795 1.941477 -0.491253 3.057586 -0.842208 -0.819155 -0.419526 3.103795 0.729491

Antenna 178: 2459859

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
178 N12 digital_ok nn Temporal Variability 1.643987 1.360478 -0.755006 1.425832 0.409486 0.149819 1.643987 1.051778 0.452498

Antenna 178: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 4.539970 -0.522164 1.479526 0.166766 1.368727 3.479725 0.680448 1.435950 4.539970

Antenna 178: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 5.187812 -0.420436 0.487447 -0.017470 0.490820 4.285388 3.415320 3.057128 5.187812

Antenna 178: 2459856

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
178 N12 digital_ok ee Shape 3.103551 3.103551 -0.571552 2.902284 -0.613436 -1.003292 2.167178 2.223384 2.055668

Antenna 178: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Shape 4.236451 -0.663171 4.236451 -0.943659 2.949621 0.890142 -0.127837 1.622531 3.289407

Antenna 178: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 13.569271 -1.488636 8.493327 4.165485 13.569271 0.996411 1.627613 3.055159 2.351167

Antenna 178: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 18.200895 -1.433441 6.547955 5.556661 18.200895 0.363364 2.311278 2.762254 1.809435

Antenna 178: 2459852

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
178 N12 digital_ok ee Power 17.209617 4.514699 0.178190 17.209617 4.491031 7.960917 2.898455 15.731461 5.101299

Antenna 178: 2459851

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
178 N12 digital_ok ee Power 17.077342 4.365999 -0.393067 17.077342 6.350400 7.644349 1.652488 3.728080 7.673426

Antenna 178: 2459850

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
178 N12 digital_ok nn Power 0.850386 -0.275252 -0.973175 0.061220 0.850386 -1.223556 -0.541030 -0.365643 -0.493422

Antenna 178: 2459849

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
178 N12 digital_ok nn Power 1.833656 0.012815 -0.911761 0.812725 1.833656 -0.456241 0.230328 -0.663812 -0.970389

Antenna 178: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Shape 0.193623 -0.662302 0.193623 0.004908 -1.074562 -0.522704 -0.827848 -0.925430 -0.644011

Antenna 178: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Shape 0.175673 -0.433681 0.175673 0.019347 -0.971889 -1.003663 -0.241350 -0.667729 -0.534489

Antenna 178: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Shape 0.814863 -0.044094 0.814863 0.027315 -0.609715 -0.318417 -0.860867 -1.534884 -0.682443

Antenna 178: 2459844

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
178 N12 digital_ok nn Power 0.120201 -0.861788 0.042040 -0.804331 0.120201 -0.927009 -1.072567 -0.207766 -0.795119

Antenna 178: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Shape 1.403005 -0.806068 1.403005 -0.130318 1.165752 -0.469321 0.854004 -0.469875 -0.306749

Antenna 178: 2459840

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
178 N12 digital_ok nn Temporal Discontinuties 1417.562936 129.303827 213.094143 64.357804 62.640400 563.512071 663.805235 1263.840219 1417.562936

Antenna 178: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Temporal Discontinuties 3174.026218 83.694861 32.663267 220.284960 143.277215 438.297798 243.647423 3174.026218 1655.734688

Antenna 178: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Temporal Variability 0.466808 -1.355287 -0.452588 -0.322895 0.325306 0.466808 -1.169568 -0.854957 -0.790255

Antenna 178: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 29.354471 -0.004468 0.350392 3.067261 2.620435 11.565044 11.693067 29.316030 29.354471

Antenna 178: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Temporal Discontinuties 100.207366 2.719744 2.567259 1.557817 0.680386 71.467955 63.811014 100.207366 87.772711

Antenna 178: 2459832

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
178 N12 digital_ok nn Temporal Variability 1.565360 -1.074487 -1.693622 0.042502 -0.798017 -0.216500 1.565360 0.073033 -0.790417

Antenna 178: 2459831

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
178 N12 digital_ok nn Temporal Variability 0.584385 -0.842622 -1.053573 -1.179985 -1.046266 -0.822374 0.584385 -0.079218 -0.772899

Antenna 178: 2459830

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
178 N12 digital_ok ee Power 0.503639 -0.623787 -1.759675 0.503639 -0.618895 -1.575098 -0.926896 0.140896 -1.131704

Antenna 178: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 1.070919 -1.299330 -0.326691 -0.126906 1.070919 -0.281466 -1.487336 -1.037213 0.147375

Antenna 178: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Temporal Discontinuties 1.229609 -1.271013 -0.525989 -0.045976 1.095077 -0.184710 -0.966941 -0.087266 1.229609

Antenna 178: 2459827

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
178 N12 digital_ok ee Temporal Discontinuties 1.435145 -0.217148 -0.773972 0.996036 -0.671993 -1.225546 1.373525 1.435145 0.110061

Antenna 178: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 0.852431 -1.064543 -0.964679 -0.615597 0.852431 -0.549548 -1.554411 -1.023105 -0.439987

Antenna 178: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 0.574081 -1.391017 -0.810462 -0.588770 0.574081 -0.331225 -0.970130 -0.726091 -0.428166

Antenna 178: 2459824

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
178 N12 digital_ok ee Power 0.621518 -0.858593 -0.696607 0.621518 -0.619795 -1.347368 -1.032753 0.013008 -0.613373

Antenna 178: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 0.677235 -1.693145 -1.398640 -0.961398 0.677235 -1.085879 -0.289124 -0.944758 0.199169

Antenna 178: 2459822

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
178 N12 digital_ok ee Power 1.084094 -0.856879 -1.552102 1.084094 -0.500180 -0.485410 -0.332747 0.130164 -0.777212

Antenna 178: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Power inf 365.227260 364.946641 inf inf 1832.716395 1298.508856 1668.125361 1713.069290

Antenna 178: 2459820

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
178 N12 digital_ok nn Temporal Variability 1.643468 -0.508640 -0.863624 1.026012 -0.355262 -0.666347 1.643468 -0.203237 -0.837893

Antenna 178: 2459817

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
178 N12 digital_ok ee Power 1.086833 -1.300130 -1.722577 1.086833 -0.589457 0.062284 -0.764394 -0.481743 -0.686618

Antenna 178: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 0.897569 -1.114019 -0.986424 -0.629457 0.897569 -0.088421 0.192310 -1.069642 -0.321639

Antenna 178: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok ee Power 0.837612 -1.718239 -1.094546 -0.856043 0.837612 -0.479872 0.447253 -0.850308 -0.349193

Antenna 178: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 178: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
178 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: