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 = "67"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 67 Report

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

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

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

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

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

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

df = pd.DataFrame(to_show)

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

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

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

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

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

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

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

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

Antenna 67, Node N03:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459810 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459809 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.490621 -0.580506 0.182063 0.418535 1.280673 3.687600 0.341674 0.222816 0.8111 0.6128 0.5232 2.039370 1.723094
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 15.79% -0.742611 -0.605892 0.464237 -0.486308 0.967580 1.490691 -0.092571 1.503159 0.8104 0.7741 0.4293 2.859212 3.430801
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.611500 -0.120218 -0.662220 0.041446 0.656017 0.421495 1.379410 3.727050 0.7911 0.7469 0.4301 2.517597 3.162609
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.066156 -0.668291 -0.054249 0.246552 2.673508 1.217888 1.705139 2.527286 0.7630 0.6917 0.3807 1.822663 1.566057
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 13.16% -0.687261 -0.273920 -0.275576 -0.018049 0.866964 0.726651 0.207446 0.313056 0.7991 0.7679 0.4222 3.346690 3.499098
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.899258 -0.098695 -0.615050 0.305368 0.895813 0.907003 -0.342400 0.231486 0.7934 0.7621 0.4146 3.023583 3.588783
2459803 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.015906 -0.101400 -0.859224 0.638285 2.052121 3.164975 0.776622 5.153905 0.7857 0.7606 0.3996 7.745976 9.991933
2459802 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
2459801 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
2459800 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.591555 -0.560470 -0.233174 -0.827881 0.966592 2.057144 1.846579 6.129639 0.7657 0.7483 0.4046 5.588171 7.569690
2459799 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.110093 -0.233756 0.170343 -0.357854 0.428366 -0.109131 0.059099 0.850614 0.7485 0.6711 0.3945 4.823390 5.048111
2459798 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.184584 -0.572447 0.095189 -0.809140 0.610777 0.893279 0.536319 1.472563 0.7426 0.7249 0.4087 5.862301 6.060475
2459797 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.203038 -0.395795 0.090632 -0.355028 0.799937 1.335926 1.322960 5.803512 0.7406 0.7261 0.4099 4.555824 5.744702
2459796 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.920114 -0.454885 -0.643155 0.691245 0.992589 2.950447 1.434558 3.429384 0.7246 0.7110 0.3860 5.046109 4.436832
2459795 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.663491 -0.184584 -0.336982 0.579383 1.246080 1.495167 1.927516 5.512094 0.7206 0.7096 0.3968 16.336050 17.846651
2459794 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.463717 -0.271440 -0.584821 0.364464 1.770169 1.546127 3.655533 10.319877 0.7280 0.7181 0.4010 12.154456 17.977487
2459793 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.714873 -0.408147 -0.195919 1.056073 1.399894 1.978993 1.833786 6.221155 0.7225 0.7143 0.4049 17.374030 15.485541
2459792 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.835176 -0.513220 -0.006941 0.007799 0.495630 0.110301 0.316496 1.680984 0.7575 0.6709 0.3981 4.297027 4.608371
2459791 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.338215 -0.602700 -0.038605 0.789391 0.324832 0.971264 -0.440609 0.144609 0.6925 0.6816 0.4031 6.080452 10.309702
2459790 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.756547 -0.852337 0.141678 0.617324 0.550483 1.118390 0.999202 2.482634 0.7019 0.6950 0.3887 7.095329 9.388582
2459789 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.023717 -1.058601 -0.650707 -0.985755 -0.906401 0.147623 3.783626 8.977816 0.6936 0.6864 0.3765 18.176369 25.375616
2459788 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.169418 -0.755110 -0.499944 -0.778268 -1.089759 0.692920 5.249201 2.815296 0.6863 0.6821 0.3679 8.783113 13.412081
2459787 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.509349 -1.024329 1.006391 0.877013 0.651344 1.480928 1.851794 7.334830 0.6979 0.6963 0.3623 15.003775 36.594450
2459786 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.499859 -1.117557 0.850441 1.046533 0.633462 0.931612 0.967527 1.761218 0.6772 0.6767 0.3531 2.167368 2.146729
2459785 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.524087 -0.625222 0.891402 0.520252 0.675782 0.141529 -0.120991 1.436129 0.7658 0.6938 0.3803 6.371795 9.307325
2459784 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.140434 -0.615926 0.902921 0.460600 -0.135406 0.212160 -0.444367 0.729920 0.6453 0.6443 0.3417 15.284283 37.493863
2459783 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.289272 -0.570077 -1.278425 2.960958 -1.279631 2.154027 1.347163 5.695992 0.6176 0.6129 0.3235 3.506047 4.610782
2459782 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.765527 2.537286 -0.983018 7.853265 -0.594915 1.114271 0.598599 2.474402 0.5989 0.5429 0.3386 3.094860 3.545071
2459781 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.471704 0.050877 -0.177374 4.695227 1.099736 -1.564913 0.287766 0.441212 0.7668 0.6547 0.3613 4.049105 3.115260
2459778 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459776 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.114665 5.896342 -0.602986 8.634719 1.229438 12.312359 1.959623 0.885478 0.7652 0.5750 0.4212 3.981997 3.060051
2459774 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7426 0.5708 0.4133 nan nan
2459773 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.132547 4.852522 6.029879 17.488327 5.598475 12.764155 3.976818 11.508234 0.5424 0.5414 0.3082 5.313961 6.797239
2459772 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.626039 3.468532 2.216175 7.118626 1.269001 4.324514 2.375153 7.108174 0.5399 0.5370 0.2931 2.949086 3.637614
2459771 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.608551 3.907097 2.068055 6.782655 2.081793 5.387199 1.876637 4.919790 0.7421 0.6503 0.3957 4.170950 4.758543
2459770 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.174643 3.317083 1.754251 10.621408 1.314636 7.029729 1.604559 4.719671 0.5337 0.5407 0.3181 2.655807 3.050686
2459769 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.810985 4.418581 4.562604 15.741162 3.038517 10.603691 1.588372 6.418806 0.5439 0.5494 0.3197 2.493852 2.672982
2459768 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.272357 4.703216 5.425830 17.022668 4.030892 8.162136 3.510508 10.008305 0.5509 0.5542 0.3239 2.851997 3.103231
2459767 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.241767 4.078558 2.631947 7.729945 2.083090 4.916773 2.068514 6.813766 0.5772 0.5813 0.3030 2.589019 2.919854
2459766 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.041456 3.602398 2.483251 7.146817 1.966875 4.164593 1.634650 4.288403 0.5599 0.5646 0.3248 2.874345 3.281213
2459765 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.463331 5.167880 6.529897 20.654088 4.067436 10.032028 3.292363 12.126031 0.5544 0.5527 0.3276 3.624645 3.965555
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.341913 2.067461 1.689611 7.450052 0.058515 2.226265 0.176515 1.589454 0.7208 0.6483 0.4479 3.108980 3.770100
2459761 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.451592 4.160800 4.846954 14.003244 2.998190 5.912735 5.194644 9.168725 0.5762 0.5826 0.3378 3.189332 3.517984
2459760 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.575359 3.257106 2.299617 13.098066 0.165798 24.846904 6.418769 18.406576 0.6003 0.6104 0.3381 3.064704 3.805821
2459759 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.450268 2.928942 1.461453 5.394887 1.666211 3.971808 1.441694 3.307515 0.5251 0.5493 0.3062 2.860773 3.548436
2459758 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.652155 3.145577 2.686776 9.188290 1.356862 3.558680 2.091109 6.170629 0.6176 0.6185 0.3316 3.224410 4.251397
2459757 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.294835 2.883908 2.197852 7.401747 2.267282 6.088830 1.847032 5.314481 0.7553 0.6823 0.3845 3.823372 4.122688
2459755 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.956913 3.271770 2.763105 7.943796 2.988221 6.358930 1.197892 4.792813 0.6275 0.6418 0.3332 5.551264 7.393948
2459754 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.101663 7.477905 2.299305 7.310106 1.345491 4.698993 1.711170 7.254318 0.6438 0.6495 0.3397 4.506943 7.191352
2459753 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.158798 10.554476 3.085392 9.277210 3.248373 3.888891 4.307545 4.781814 0.6351 0.6377 0.3546 3.534240 6.144019
2459752 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.630273 3.700093 7.379604 19.622927 5.894214 8.767663 2.903458 11.095228 0.6319 0.6348 0.3727 4.335741 5.317794
2459750 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.555602 6.963502 5.398278 17.480267 6.859731 19.972174 1.265302 5.449478 0.7470 0.6707 0.3946 4.955872 5.216558
2459749 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.484418 3.433098 2.958184 8.913101 1.210111 7.331207 3.282198 9.741545 0.6539 0.6622 0.3751 3.986603 6.277414
2459748 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.060861 2.310464 1.951168 9.445268 2.027697 8.211136 2.777815 9.038903 0.6455 0.6498 0.3894 3.729715 5.137630
2459747 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.506138 -0.468952 3.174842 6.207376 -0.661461 2.940022 3.470440 7.782812 0.0277 0.0296 0.0011 nan nan
2459746 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459744 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459742 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.740298 0.106795 7.304845 13.837269 2.126501 1.920470 5.872635 12.931158 0.0292 0.0310 0.0017 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.199293 2.224321 4.094747 21.321610 0.058831 8.733701 3.782533 9.508382 0.7138 0.7114 0.4139 4.158984 4.978563
2459736 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.476496 4.137619 2.238609 8.634189 2.471456 7.485499 1.950319 5.158251 0.7404 0.6596 0.4143 2.800839 3.575782
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.927635 -0.625901 2.967229 6.273318 -0.170506 1.881314 2.820546 6.155780 0.0293 0.0315 0.0019 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.492872 -0.581368 3.023904 6.207730 -0.506568 0.323045 2.889305 6.738296 0.0285 0.0302 0.0015 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.013060 -0.332503 3.374944 7.073458 0.217971 1.072475 2.477903 9.609111 0.0285 0.0307 0.0018 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.510396 3.146174 6.321216 20.052990 2.680992 16.688365 3.241227 8.861900 0.7127 0.7085 0.3957 5.307949 8.507052
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.277189 -0.518809 3.070490 6.152889 0.744117 0.552243 2.469828 6.787835 0.0288 0.0307 0.0019 nan nan
2459728 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.054526 -0.296229 1.903916 5.262806 -0.025790 0.977146 1.414591 3.495908 0.0291 0.0315 0.0018 nan nan
2459726 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.683780 -0.403547 1.219631 3.628313 0.158128 1.410358 2.671139 8.088445 0.0291 0.0316 0.0023 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.564342 -0.298116 1.730028 4.642615 0.784388 0.257260 3.376346 7.662928 0.0290 0.0311 0.0018 nan nan
2459723 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.842197 -0.509032 1.228919 3.974787 0.153308 -0.291807 1.841708 3.532425 0.0289 0.0311 0.0018 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.036597 7.070800 3.959448 17.426160 3.336628 14.367716 4.342825 13.320183 0.7321 0.6649 0.4211 3.647649 4.406962
2459720 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.581748 -0.429613 1.740272 4.544402 1.914990 2.663331 0.192661 2.438444 0.0288 0.0307 0.0019 nan nan
2459719 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.853124 -0.452521 1.140818 3.777850 2.418766 2.588858 2.097827 4.870414 0.0285 0.0308 0.0019 nan nan
2459718 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.653808 -0.327423 1.917818 5.746041 0.671414 5.589066 4.714284 8.741016 0.0284 0.0305 0.0013 nan nan
2459717 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.663376 -0.428409 1.377541 4.222243 -0.045843 2.431088 2.740086 7.661807 0.0283 0.0304 0.0018 nan nan
2459716 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.131133 -0.374566 1.241512 3.973849 0.632030 1.392680 3.042139 8.669023 0.0285 0.0300 0.0017 nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.577317 5.416544 2.950597 17.484931 3.063199 16.288286 3.251629 8.309285 0.7133 0.6550 0.4223 3.315025 3.607159
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.733143 -0.386350 1.700471 4.843286 0.235341 1.347545 2.141961 6.324105 0.0283 0.0306 0.0017 nan nan
2459712 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.656500 6.498368 3.629761 19.360538 3.430276 17.445315 0.750261 5.500031 0.6312 0.6358 0.3573 3.239061 4.484188
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.582347 -0.438444 0.320948 1.922757 -0.654137 -0.312156 0.492545 2.685210 0.0276 0.0298 0.0016 nan nan
2459710 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.767994 -0.186177 1.174485 2.946633 1.000517 1.502187 1.129234 3.308048 0.0275 0.0291 0.0017 nan nan
2459708 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.314797 4.660490 3.091498 18.443261 3.132420 16.037712 5.462238 16.329418 0.7151 0.6681 0.4014 0.000000 0.000000
2459707 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.679420 -1.518071 -1.321931 0.599681 -1.258880 0.261184 0.103823 0.156379 0.0311 0.0335 0.0011 1.066290 1.060053
2459706 digital_ok 100.00% 55.19% 100.00% 0.00% - - 4.584729 -0.342392 11.397501 1.246000 232.588505 39.268484 3.233959 0.864210 0.3347 0.0335 0.0823 nan nan
2459705 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.111647 3.173406 0.436199 3.972114 0.689472 0.220849 0.806830 2.531357 0.0311 0.0326 -0.0001 nan nan
2459703 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.831670 1.896062 -1.086747 2.595666 6.807486 3.365255 1.217289 3.556071 0.0320 0.0369 0.0041 nan nan
2459702 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.779137 1.938506 3.725564 16.648814 0.496458 3.430406 3.381581 7.583314 0.6570 0.6563 0.3119 0.000000 0.000000
2459701 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.525295 2.108723 2.333975 9.190613 -0.149857 3.249991 2.373322 5.749112 0.6652 0.6628 0.3067 8.311722 9.885320
2459697 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.762382 1.762382 2.120625 2.120625 0.674491 0.674491 0.674491 0.674491 1.0000 1.0000 0.0000 0.000000 0.000000
2459696 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 23.68% -0.634893 -0.634893 -0.674491 -0.674491 -0.517454 -0.517454 -0.515564 -0.515564 1.0000 1.0000 0.0000 0.000000 0.000000
2459695 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 81.08% 0.435083 0.435083 0.403719 0.403719 0.439386 0.439386 0.439096 0.439096 1.0000 1.0000 0.0000 0.000000 0.000000
2459694 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.005951 8.475731 2.872564 12.515882 3.015936 12.264919 0.827105 4.223596 0.6788 0.6525 0.3835 5.694647 7.459915
2459693 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.001805 3.327554 4.448475 16.974332 3.169944 15.839013 7.749765 33.515266 0.7420 0.7361 0.2513 6.149034 9.700856
2459692 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.754948 1.310443 4.477335 7.605602 2.293049 6.528255 3.169397 14.806967 0.7392 0.7899 0.2198 4.490453 8.007676
2459691 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.972379 1.946599 8.776573 18.044686 0.992315 2.332244 -0.940320 10.180751 0.6295 0.6293 0.3149 6.711531 6.737616
2459690 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.421680 1.705049 11.464596 15.670929 3.716596 2.763922 -3.274598 7.070630 0.6445 0.6418 0.3437 2.743575 2.706545
2459689 digital_ok 100.00% - - - - - 1.632635 2.284994 6.618439 13.484702 54.148533 10.582085 -1.607242 5.470746 nan nan nan nan nan
2459688 digital_ok 100.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 3.360832 4.828637
2459687 digital_ok 100.00% 99.46% 99.46% 0.00% - - 3.798078 1.347897 13.736166 16.586911 -3.163438 5.919719 -9.177774 14.711172 0.1728 0.1690 0.0793 nan nan
2459686 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.056185 1.736215 10.379513 12.571796 5.953781 3.988015 -1.820066 0.779924 0.6268 0.6390 0.3361 5.542567 5.081422
2459685 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.909599 2.204896 9.561667 12.067992 5.907777 3.558481 -2.046798 0.875242 0.6368 0.6461 0.3351 10.824256 8.129761
2459684 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.497793 1.885037 14.077225 12.837360 3.698076 2.346546 -2.379248 1.345974 0.6329 0.6507 0.3410 3.636458 3.787528
2459676 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.051840 2.057873 65.959619 9.594249 17.090769 3.020014 3.054293 1.939347 0.0436 0.6436 0.4071 1.285217 7.295436
2459675 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.908373 2.163261 57.354236 9.944222 23.767956 4.600205 3.026685 2.347899 0.0457 0.6502 0.4077 1.261678 5.783034
2459674 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.282555 1.756742 57.003891 7.428951 15.644464 2.634922 2.278624 1.264203 0.0470 0.6570 0.4062 1.324482 6.425999
2459673 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.615301 3.999881 77.579138 8.097884 30.093217 11.099702 4.123836 2.655556 0.0491 0.6413 0.4216 0.000000 0.000000
2459672 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.729042 1.566639 56.879734 8.073950 10.744639 1.650440 0.659517 0.704537 0.0442 0.6533 0.4039 0.000000 0.000000
2459671 digital_ok 100.00% 100.00% 32.97% 0.00% 100.00% 0.00% 23.761925 2.174830 58.346355 6.716907 33.335182 8.231789 5.530516 3.295369 0.0474 0.4994 0.3181 1.743690 7.856009
2459670 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.247099 2.739064 7.297519 1.646446 0.643392 -0.399718 3.119119 2.112240 0.0324 0.0278 0.0016 nan nan
2459668 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.307838 3.663700 82.237805 11.367328 32.771381 14.039083 31.891683 10.953218 0.0547 0.6946 0.3971 1.326325 7.008751
2459665 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.326593 2.595904 61.743478 10.578362 15.553400 2.875394 8.023775 7.758120 0.0487 0.6810 0.4160 1.267008 8.789561
2459664 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.846962 0.371957 -0.988782 -0.143786 -1.054775 -1.062643 0.482126 0.631970 0.0293 0.0328 0.0023 nan nan
2459663 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.026641 5.130018 119.975704 17.996678 54.493748 20.018030 7.058648 4.025421 0.0521 0.6501 0.3992 1.339614 9.761916
2459662 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.840536 2.491953 5.875462 0.971803 0.947383 0.261711 3.046254 2.095054 0.0306 0.0265 0.0008 nan nan
2459661 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.672950 3.388578 88.059443 9.237854 28.431050 7.325448 17.037016 5.297755 0.0543 0.6869 0.4026 1.322368 6.760724
2459660 digital_ok 100.00% 100.00% 0.64% 0.00% 100.00% 0.00% 16.331356 2.140421 77.974986 8.992628 32.480585 6.983567 6.324252 2.927221 0.0421 0.6458 0.3780 1.254210 6.375274
2459659 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.913887 3.017231 68.273234 9.463475 32.591572 9.344486 8.109529 4.309955 0.0500 0.6396 0.3843 1.268818 7.006311
2459658 digital_ok 100.00% 100.00% 0.64% 0.00% 100.00% 0.00% 18.395823 2.850198 56.757670 5.475449 22.044268 3.684061 8.160370 3.928986 0.0542 0.6415 0.3868 1.269681 5.576154
2459657 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.587469 3.163415 75.362362 10.877323 29.442198 8.128936 14.883437 3.662438 0.0451 0.6453 0.3801 1.248013 5.153569
2459656 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.051155 3.734052 55.249296 7.806841 28.144523 7.440887 7.153151 3.558294 0.0440 0.6201 0.3469 1.189855 6.321238
2459655 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.626405 3.242678 6.794364 1.385807 1.309241 -0.239831 2.043887 1.442474 0.0298 0.0340 0.0015 nan nan
2459653 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.761892 3.161053 58.800998 7.285305 28.828199 7.350117 2.130683 1.301246 0.0448 0.6276 0.3543 1.229237 4.336541
2459652 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 26.833404 7.080988 79.429583 11.113815 29.551024 9.052461 3.475951 1.452277 0.0489 0.6141 0.3772 1.201962 6.935302
2459651 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 30.422092 8.289181 83.428746 8.868920 13.092391 6.687115 18.295128 9.229136 0.0967 0.8473 0.4503 1.346275 51.254224
2459650 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.207501 2.386413 72.129485 6.783267 25.165342 4.376060 20.841395 8.601263 0.0749 0.7652 0.4107 1.268290 8.743979
2459649 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
2459648 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 digital_ok 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 1.242315 1.242315 1033.319733 1033.319733 31035.084620 31035.084620 6.634286 6.634286 0.2085 0.2085 0.0000 0.040026 0.040026
2459646 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.863831 1.971854 69.877994 10.517139 28.828513 7.331418 4.120653 3.482632 0.0626 0.6044 0.3791 1.271824 6.338109
2459645 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.472421 2.770888 75.409188 11.089406 26.900799 7.046012 13.944743 18.178043 0.0828 0.7329 0.4196 1.346886 11.785380
2459642 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
2459640 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.280374 3.988419 73.516493 11.574659 29.357531 9.157782 1.910807 1.163067 0.0591 0.6122 0.3682 1.238191 6.482937
2459639 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.671275 2.786732 69.922622 11.157091 26.315763 6.893478 2.838879 2.549726 0.0610 0.6210 0.3725 1.248633 5.062126
2459638 digital_ok - 100.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0639 0.7464 0.4163 nan nan
2459637 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.668345 2.504208 83.080109 14.793016 30.441538 8.594194 2.193355 3.809366 0.0566 0.5948 0.3613 1.271646 5.195250
2459636 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.456558 2.580896 80.657790 13.947740 23.247980 6.043468 0.088501 2.683695 0.0539 0.5943 0.3576 1.272485 5.367522
2459635 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.130753 2.990331 76.794681 13.710664 31.375112 9.689988 0.979322 1.046068 0.0536 0.6023 0.3654 1.204892 8.178114
2459634 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.925401 -0.673203 152134.218817 -0.673245 8.344018 -0.675180 8.333654 -0.675165 1.0000 1.0000 0.0000 0.025443 0.025589
2459633 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.082892 2.903780 86.878976 15.313514 34.704031 9.398865 2.490949 2.272124 0.0403 0.6060 0.3609 1.198663 6.457594
2459632 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.977753 2.811950 73.794721 12.683771 22.036602 5.901933 0.806089 0.872460 0.0448 0.6025 0.3737 1.267539 4.690512
2459631 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.775080 3.719749 82.160999 13.792246 28.689414 7.990537 2.427084 1.771503 0.0483 0.6111 0.3647 1.218132 6.021241
2459630 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.365361 4.294088 73.100618 12.299032 35.609456 8.590045 3.278111 3.027975 0.0516 0.6099 0.3671 1.232019 9.432723
2459629 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.242810 3.550441 83.913690 14.024157 28.627480 7.627019 3.898935 2.297903 0.0498 0.6199 0.3615 1.277497 9.200078
2459628 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.926088 2.623878 67.798478 11.385916 25.093514 4.716378 3.020385 1.979833 0.0445 0.6071 0.3656 1.229226 5.117005
2459627 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.674500 -0.674500 -0.673962 -0.673962 -0.674546 -0.674546 -0.674519 -0.674519 1.0000 1.0000 0.0000 0.003797 0.003797
2459626 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.340348 2.494896 62.995393 9.706130 28.689512 7.026861 5.398441 4.284494 0.0520 0.6249 0.3840 1.206716 5.599213
2459625 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.333602 2.467671 69.700525 12.348816 30.392317 5.280575 0.960338 0.960777 0.0459 0.6079 0.3694 1.264446 7.098251
2459624 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.163284 2.699701 63.252450 11.069205 37.975259 8.424252 3.319794 3.130759 0.0474 0.6072 0.3707 1.225560 7.827527
2459623 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.349696 2.583710 122.248208 24.810838 19.857535 5.494000 0.522025 1.262720 0.0285 0.0430 0.0344 1.411941 1.450438
2459621 digital_ok 100.00% - - - 100.00% 0.00% 18.892517 6.097298 36.300991 18.562031 nan nan -19.669172 -19.102210 nan nan nan 1.012423 1.038296
2459620 digital_ok 100.00% 100.00% 100.00% 0.00% - - 13.352994 3.708993 25.661204 19.733715 1.389528 4.676595 1.325726 0.551148 0.0238 0.0229 0.0008 nan nan
2459619 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.763626 1.933795 70.961265 12.305744 30.995928 5.513598 1.042669 0.776779 0.0373 0.0547 0.0439 0.000000 0.000000
2459618 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
2459617 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.349943 1.937874 69.329121 11.294855 31.338853 8.862391 5.186524 3.808889 0.0366 0.0570 0.0409 1.544749 2.585338
2459616 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
2459615 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
2459614 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.558806 17.846592 73.793855 13.805660 23.728673 4.608559 1.827491 1.227093 0.0366 0.0714 0.0363 0.000000 0.000000
2459613 digital_ok 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.130764 0.555494 75.800471 13.055048 46.786573 2.290597 28.867312 4.897300 0.0362 0.0753 0.0385 0.000000 0.000000
2459611 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.135773 1.776462 54.137835 9.267036 25.815791 5.515860 5.962757 2.664036 0.0343 0.0611 0.0439 1.160854 1.195994
2459610 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.227336 1.948677 70.121443 12.268238 27.601621 6.108705 18.915275 7.927571 0.0320 0.0592 0.0475 1.191509 1.224728
2459609 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.741132 1.839596 87.251200 16.182638 24.918049 4.296182 15.246783 2.661474 0.0333 0.0570 0.0460 1.202603 1.231907
2459608 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.153095 1.656753 100.304332 18.225260 29.660020 4.921115 5.450323 0.280505 0.0304 0.0560 0.0244 1.196409 1.229978
2459607 digital_ok 100.00% 97.30% 97.30% 0.00% 100.00% 0.00% 10.414267 3.366291 24.127214 11.575264 38.175295 14.919413 -1.510035 -0.262771 0.0418 0.0584 0.0247 1.197662 1.230339
2459605 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.676635 -0.624047 0.050196 -0.271833 -1.464026 -0.572349 -1.577684 -0.031404 0.0267 0.0247 0.0008 nan nan
2459604 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.865674 2.293885 84.473447 14.662006 34.802053 7.192976 20.096502 4.055591 0.0328 0.0634 0.0468 1.244453 1.281428
2459603 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.760463 1.656479 85.122549 14.747177 11.155025 1.548536 3.369626 2.222621 0.0324 0.0579 0.0373 1.237661 1.279835
2459602 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.169357 2.087971 102.064743 19.006561 21.356412 2.745757 7.338563 2.832845 0.0326 0.0586 0.0427 1.180986 1.212722
2459598 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.695484 2.157367 79.705069 14.465507 30.153898 4.400974 4.626961 0.401812 0.0334 0.0712 0.0464 1.247111 1.286382
2459597 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.215404 1.538568 89.476083 16.385003 23.927628 5.419367 7.407592 3.087947 0.0332 0.0654 0.0451 1.187131 1.221985
2459596 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.090540 1.322038 72.269828 12.870786 28.559347 4.789790 4.234420 0.569729 0.0331 0.0702 0.0421 1.203712 1.241965
2459595 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.970439 2.437904 85.331700 11.340182 19.935466 13.319265 25.161638 13.740891 0.0404 0.0635 0.0458 1.179228 1.224877
2459594 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.777971 -0.077480 78.409046 11.379098 21.757134 4.275299 29.184809 12.736677 0.0342 0.0594 0.0429 1.174449 1.214594
2459593 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.797713 1.176523 82.223611 14.862369 31.354130 5.832803 13.540435 3.156235 0.0347 0.0695 0.0488 1.169398 1.207220
2459592 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.718443 -0.493731 7.275397 2.279672 0.664738 5.249139 -1.606545 0.260126 0.0276 0.0251 0.0012 nan nan
2459591 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.227605 2.057148 96.169968 17.658956 26.653106 4.702689 1.480084 1.019020 0.0348 0.0767 0.0491 1.202954 1.243666
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.857844 2.147221 89.235166 15.445631 28.787768 4.335436 2.905661 0.620876 0.0364 0.0786 0.0435 1.178259 1.222229
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.052815 2.131377 83.001375 13.715767 16.677967 4.236100 19.035479 7.057195 0.0345 0.0603 0.0441 1.172680 1.207813
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.121057 1.050260 100.922850 17.412439 21.865312 3.711152 14.460781 4.462533 0.0320 0.0563 0.0416 1.186804 1.230586
2459587 digital_ok 100.00% - - - 100.00% 0.00% 18.628519 2.126601 134.806570 25.278367 6.329897 0.757971 10.380113 -0.088462 nan nan nan 1.089433 54.563371
2459586 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.317240 4.121759 31.634750 8.598687 9.895921 9.126001 5.124949 2.112239 0.0334 0.0589 0.0462 1.230610 1.266758
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.242140 15.829246 10.213258 8.073514 9.351957 10.437793 1.396776 2.343515 0.0295 0.0267 0.0016 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.661263 2.585424 111.505057 17.994108 15.539611 -0.862945 9.493774 0.106601 0.0312 0.0644 0.0400 1.258171 38.316915
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.528696 1.373167 34.369399 4.827611 19.859830 1.710095 0.027272 0.343011 0.0342 0.0695 0.0474 0.000000 0.000000
2459582 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.421559 1.431256 30.918823 4.369429 23.904271 2.304740 0.047714 0.244812 0.0305 0.0568 0.0357 1.166358 1.198787
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.077684 2.482261 35.829403 4.341783 18.798090 1.751695 0.269207 0.210144 0.0319 0.0605 0.0438 1.189166 1.231046
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.306350 1.694425 35.974174 4.674411 20.911001 1.744034 -0.186199 -0.087636 0.0314 0.0591 0.0351 0.000000 0.000000
2459579 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
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.271825 -0.997174 2.824686 -0.198267 0.189237 -0.311007 0.789885 0.603854 0.0277 0.0260 0.0009 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.615532 1.847600 33.254920 3.961194 20.946162 1.662915 0.103579 0.146342 0.0309 0.0613 0.0266 1.204512 1.240831
2459576 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
2459575 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
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.154357 1.314567 25.124674 2.989992 20.622079 1.984048 1.144844 0.492311 0.0320 0.0609 0.0463 1.234075 1.266587
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.646397 1.527753 43.248380 5.653410 24.705437 1.910160 0.707601 0.851662 0.0333 0.0662 0.0447 0.000000 0.000000
2459572 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.604279 1.229206 25.245377 3.043921 15.942935 1.618186 1.897145 1.562938 0.0326 0.0715 0.0461 1.199054 1.250421
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.766144 -0.821565 2.727974 -0.280423 0.552671 -0.912677 0.603144 0.908561 0.0286 0.0254 0.0019 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.262351 4.557198 26.926052 2.790592 1.341841 2.965029 3.314352 2.351808 0.0437 0.0480 0.0481 1.207484 1.230274
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.246177 1.746885 33.188187 3.568664 10.406308 3.820558 8.153148 4.178102 0.0352 0.0693 0.0468 1.200514 1.246967
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.808677 1.524979 33.002084 4.285424 18.878293 1.961832 -0.371242 0.086603 0.0311 0.0633 0.0420 1.187625 1.219728
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.160317 -0.160317 -0.179841 -0.179841 0.501946 0.501946 0.023484 0.023484 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.029775 1.426083 34.950952 4.589712 2.364077 0.929809 0.296101 0.727492 0.0329 0.0744 0.0463 1.178247 1.217678
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.159658 1.613114 66.898661 9.008385 19.531655 2.170233 1.125561 0.599584 0.0348 0.0702 0.0504 1.262674 1.306667
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.405436 1.263255 17.182633 2.516216 2.418881 1.842370 0.493721 0.824723 0.0326 0.0714 0.0491 1.188758 1.226494
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.253267 1.289853 16.379614 2.283332 2.798196 1.422834 0.788619 1.079293 0.0326 0.0661 0.0399 1.215285 1.253705
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.287548 0.984971 16.813098 2.249386 2.546247 1.401602 0.501565 0.914738 0.0320 0.0669 0.0517 1.186076 1.218752
2459559 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
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.361153 1.468980 34.462315 4.606909 21.527693 2.417148 1.018516 0.835595 0.0334 0.0743 0.0483 1.207679 1.254331
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0299 0.0252 0.0010 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.183504 1.723308 37.200883 4.801641 19.470595 1.798192 2.111817 1.777530 0.0322 0.0713 0.0395 1.204202 1.249699
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0319 0.0695 0.0476 nan nan
2459553 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0304 0.0571 0.0363 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.887017 2.087386 50.183875 5.399457 29.113071 1.977021 2.908488 1.248775 0.0322 0.0596 0.0463 0.000000 0.000000
2459551 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.239840 0.895848 20.323074 2.625976 3.344529 1.825199 0.848868 1.541323 0.0324 0.0741 0.0489 1.200996 1.241308
2459550 digital_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0349 0.0320 0.0010 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.237296 1.223557 37.749248 4.694548 20.880630 1.890637 0.776673 0.551817 0.0325 0.0685 0.0484 1.215888 1.253063
2459542 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.221830 1.963891 76.604212 9.717489 1.087040 -0.475033 0.752081 0.572919 0.0335 0.0748 0.0467 1.206285 1.246677
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.641562 1.832759 38.041320 5.132674 218.205688 5.402673 6.695894 3.475866 0.0335 0.0710 0.0518 1.119598 1.155663
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.418173 1.176372 17.089316 2.427606 4.120716 1.104039 0.569901 0.992788 0.0326 0.0699 0.0496 1.239890 1.274002
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.131988 3.226291 62.442161 4.256764 29.457389 1.678629 1.574116 2.351928 0.0294 0.0637 0.0442 0.833789 0.863649
2459535 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.050629 0.568920 15.180001 1.368206 2.258498 0.595568 -0.059824 0.422717 0.0337 0.0811 0.0463 1.222566 1.275419
2459534 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.749345 0.373158 14.101998 1.269920 2.300719 0.147060 -0.132463 0.528387 0.0311 0.0696 0.0440 1.174287 1.214002
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.115324 1.723480 35.183562 4.393942 18.003455 1.492126 0.811369 1.657607 0.0314 0.0685 0.0466 1.192139 1.229671
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.659542 1.927923 47.396743 6.273145 22.313021 0.944592 0.434376 0.985656 0.0323 0.0672 0.0445 0.824529 0.864382
2459530 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.145032 0.763587 14.330273 1.210135 3.465322 1.415083 0.264826 0.777246 0.0321 0.0692 0.0491 1.179631 1.225404
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.828617 2.092013 53.296451 5.193963 40.453626 10.362373 -0.104162 0.376552 0.0305 0.0631 0.0472 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 21.147410 2.681963 49.520148 3.795907 39.592397 27.872423 13.741775 15.539041 nan nan nan 1.410883 1.445917
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.445521 2.349234 48.773286 3.284656 10.767557 4.335572 0.640784 1.552829 0.0311 0.0665 0.0528 0.843079 0.885692
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.295320 -0.780018 1.665309 -1.023865 -0.048146 0.892476 -0.122328 1.512269 0.0308 0.0274 0.0018 nan nan
2459508 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 24.355425 2.562256 49.832995 4.205407 18.103721 5.571665 12.848301 7.810017 0.0425 0.9597 0.4235 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.508637 1.806856 44.677865 3.300506 6.972623 2.496937 0.239662 3.055954 0.0370 0.8641 0.5578 1.207228 18.356816
2459503 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 24.177553 4.605163 82.361955 4.815692 33.774532 12.320577 1.954648 1.819877 0.0320 0.8713 0.6129 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 67: 2459810

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 67: 2459809

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Variability 3.687600 -0.580506 -0.490621 0.418535 0.182063 3.687600 1.280673 0.222816 0.341674

Antenna 67: 2459808

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 1.503159 -0.605892 -0.742611 -0.486308 0.464237 1.490691 0.967580 1.503159 -0.092571

Antenna 67: 2459807

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 3.727050 -0.120218 -0.611500 0.041446 -0.662220 0.421495 0.656017 3.727050 1.379410

Antenna 67: 2459806

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Temporal Variability 2.673508 -1.066156 -0.668291 -0.054249 0.246552 2.673508 1.217888 1.705139 2.527286

Antenna 67: 2459805

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Temporal Variability 0.866964 -0.687261 -0.273920 -0.275576 -0.018049 0.866964 0.726651 0.207446 0.313056

Antenna 67: 2459804

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Variability 0.907003 -0.098695 -0.899258 0.305368 -0.615050 0.907003 0.895813 0.231486 -0.342400

Antenna 67: 2459803

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 5.153905 -1.015906 -0.101400 -0.859224 0.638285 2.052121 3.164975 0.776622 5.153905

Antenna 67: 2459802

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459801

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459800

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 6.129639 -0.560470 -0.591555 -0.827881 -0.233174 2.057144 0.966592 6.129639 1.846579

Antenna 67: 2459799

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 0.850614 -0.233756 -0.110093 -0.357854 0.170343 -0.109131 0.428366 0.850614 0.059099

Antenna 67: 2459798

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 1.472563 -0.184584 -0.572447 0.095189 -0.809140 0.610777 0.893279 0.536319 1.472563

Antenna 67: 2459797

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 5.803512 -0.395795 -0.203038 -0.355028 0.090632 1.335926 0.799937 5.803512 1.322960

Antenna 67: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 3.429384 -0.920114 -0.454885 -0.643155 0.691245 0.992589 2.950447 1.434558 3.429384

Antenna 67: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 5.512094 -0.184584 -0.663491 0.579383 -0.336982 1.495167 1.246080 5.512094 1.927516

Antenna 67: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 10.319877 -0.463717 -0.271440 -0.584821 0.364464 1.770169 1.546127 3.655533 10.319877

Antenna 67: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 6.221155 -0.714873 -0.408147 -0.195919 1.056073 1.399894 1.978993 1.833786 6.221155

Antenna 67: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 1.680984 -0.835176 -0.513220 -0.006941 0.007799 0.495630 0.110301 0.316496 1.680984

Antenna 67: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Variability 0.971264 -0.338215 -0.602700 -0.038605 0.789391 0.324832 0.971264 -0.440609 0.144609

Antenna 67: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 2.482634 -0.852337 -0.756547 0.617324 0.141678 1.118390 0.550483 2.482634 0.999202

Antenna 67: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 8.977816 -1.058601 -0.023717 -0.985755 -0.650707 0.147623 -0.906401 8.977816 3.783626

Antenna 67: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance ee Temporal Discontinuties 5.249201 -0.755110 0.169418 -0.778268 -0.499944 0.692920 -1.089759 2.815296 5.249201

Antenna 67: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 7.334830 -0.509349 -1.024329 1.006391 0.877013 0.651344 1.480928 1.851794 7.334830

Antenna 67: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 1.761218 -1.117557 -0.499859 1.046533 0.850441 0.931612 0.633462 1.761218 0.967527

Antenna 67: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 1.436129 -0.625222 -0.524087 0.520252 0.891402 0.141529 0.675782 1.436129 -0.120991

Antenna 67: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance ee Power 0.902921 -0.140434 -0.615926 0.902921 0.460600 -0.135406 0.212160 -0.444367 0.729920

Antenna 67: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 5.695992 -0.570077 -0.289272 2.960958 -1.278425 2.154027 -1.279631 5.695992 1.347163

Antenna 67: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.853265 2.537286 -0.765527 7.853265 -0.983018 1.114271 -0.594915 2.474402 0.598599

Antenna 67: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 4.695227 -0.471704 0.050877 -0.177374 4.695227 1.099736 -1.564913 0.287766 0.441212

Antenna 67: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Variability 12.312359 -0.114665 5.896342 -0.602986 8.634719 1.229438 12.312359 1.959623 0.885478

Antenna 67: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 17.488327 4.852522 1.132547 17.488327 6.029879 12.764155 5.598475 11.508234 3.976818

Antenna 67: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.118626 0.626039 3.468532 2.216175 7.118626 1.269001 4.324514 2.375153 7.108174

Antenna 67: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 6.782655 3.907097 0.608551 6.782655 2.068055 5.387199 2.081793 4.919790 1.876637

Antenna 67: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 10.621408 3.317083 -0.174643 10.621408 1.754251 7.029729 1.314636 4.719671 1.604559

Antenna 67: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 15.741162 4.418581 0.810985 15.741162 4.562604 10.603691 3.038517 6.418806 1.588372

Antenna 67: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 17.022668 1.272357 4.703216 5.425830 17.022668 4.030892 8.162136 3.510508 10.008305

Antenna 67: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.729945 1.241767 4.078558 2.631947 7.729945 2.083090 4.916773 2.068514 6.813766

Antenna 67: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.146817 3.602398 1.041456 7.146817 2.483251 4.164593 1.966875 4.288403 1.634650

Antenna 67: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 20.654088 5.167880 1.463331 20.654088 6.529897 10.032028 4.067436 12.126031 3.292363

Antenna 67: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.450052 0.341913 2.067461 1.689611 7.450052 0.058515 2.226265 0.176515 1.589454

Antenna 67: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 14.003244 4.160800 1.451592 14.003244 4.846954 5.912735 2.998190 9.168725 5.194644

Antenna 67: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Variability 24.846904 0.575359 3.257106 2.299617 13.098066 0.165798 24.846904 6.418769 18.406576

Antenna 67: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 5.394887 0.450268 2.928942 1.461453 5.394887 1.666211 3.971808 1.441694 3.307515

Antenna 67: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 9.188290 0.652155 3.145577 2.686776 9.188290 1.356862 3.558680 2.091109 6.170629

Antenna 67: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.401747 2.883908 0.294835 7.401747 2.197852 6.088830 2.267282 5.314481 1.847032

Antenna 67: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 7.943796 0.956913 3.271770 2.763105 7.943796 2.988221 6.358930 1.197892 4.792813

Antenna 67: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Shape 7.477905 1.101663 7.477905 2.299305 7.310106 1.345491 4.698993 1.711170 7.254318

Antenna 67: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Shape 10.554476 10.554476 1.158798 9.277210 3.085392 3.888891 3.248373 4.781814 4.307545

Antenna 67: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 19.622927 1.630273 3.700093 7.379604 19.622927 5.894214 8.767663 2.903458 11.095228

Antenna 67: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Variability 19.972174 1.555602 6.963502 5.398278 17.480267 6.859731 19.972174 1.265302 5.449478

Antenna 67: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 9.741545 1.484418 3.433098 2.958184 8.913101 1.210111 7.331207 3.282198 9.741545

Antenna 67: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 9.445268 0.060861 2.310464 1.951168 9.445268 2.027697 8.211136 2.777815 9.038903

Antenna 67: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Temporal Discontinuties 7.782812 1.506138 -0.468952 3.174842 6.207376 -0.661461 2.940022 3.470440 7.782812

Antenna 67: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 67: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 RF_maintenance nn Power 13.837269 2.740298 0.106795 7.304845 13.837269 2.126501 1.920470 5.872635 12.931158

Antenna 67: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 21.321610 0.199293 2.224321 4.094747 21.321610 0.058831 8.733701 3.782533 9.508382

Antenna 67: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 8.634189 4.137619 0.476496 8.634189 2.238609 7.485499 2.471456 5.158251 1.950319

Antenna 67: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 6.273318 -0.625901 1.927635 6.273318 2.967229 1.881314 -0.170506 6.155780 2.820546

Antenna 67: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 6.738296 -0.581368 1.492872 6.207730 3.023904 0.323045 -0.506568 6.738296 2.889305

Antenna 67: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 9.609111 -0.332503 2.013060 7.073458 3.374944 1.072475 0.217971 9.609111 2.477903

Antenna 67: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 20.052990 3.146174 1.510396 20.052990 6.321216 16.688365 2.680992 8.861900 3.241227

Antenna 67: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 6.787835 1.277189 -0.518809 3.070490 6.152889 0.744117 0.552243 2.469828 6.787835

Antenna 67: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 5.262806 -0.296229 1.054526 5.262806 1.903916 0.977146 -0.025790 3.495908 1.414591

Antenna 67: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 8.088445 -0.403547 0.683780 3.628313 1.219631 1.410358 0.158128 8.088445 2.671139

Antenna 67: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 7.662928 -0.298116 1.564342 4.642615 1.730028 0.257260 0.784388 7.662928 3.376346

Antenna 67: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 3.974787 -0.509032 0.842197 3.974787 1.228919 -0.291807 0.153308 3.532425 1.841708

Antenna 67: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 17.426160 1.036597 7.070800 3.959448 17.426160 3.336628 14.367716 4.342825 13.320183

Antenna 67: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 4.544402 0.581748 -0.429613 1.740272 4.544402 1.914990 2.663331 0.192661 2.438444

Antenna 67: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 4.870414 -0.452521 0.853124 3.777850 1.140818 2.588858 2.418766 4.870414 2.097827

Antenna 67: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 8.741016 1.653808 -0.327423 1.917818 5.746041 0.671414 5.589066 4.714284 8.741016

Antenna 67: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 7.661807 1.663376 -0.428409 1.377541 4.222243 -0.045843 2.431088 2.740086 7.661807

Antenna 67: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 8.669023 1.131133 -0.374566 1.241512 3.973849 0.632030 1.392680 3.042139 8.669023

Antenna 67: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 17.484931 0.577317 5.416544 2.950597 17.484931 3.063199 16.288286 3.251629 8.309285

Antenna 67: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 6.324105 -0.386350 1.733143 4.843286 1.700471 1.347545 0.235341 6.324105 2.141961

Antenna 67: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 19.360538 6.498368 0.656500 19.360538 3.629761 17.445315 3.430276 5.500031 0.750261

Antenna 67: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 2.685210 -0.438444 0.582347 1.922757 0.320948 -0.312156 -0.654137 2.685210 0.492545

Antenna 67: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties 3.308048 -0.186177 0.767994 2.946633 1.174485 1.502187 1.000517 3.308048 1.129234

Antenna 67: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 18.443261 0.314797 4.660490 3.091498 18.443261 3.132420 16.037712 5.462238 16.329418

Antenna 67: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Shape 0.679420 -1.518071 0.679420 0.599681 -1.321931 0.261184 -1.258880 0.156379 0.103823

Antenna 67: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Temporal Variability 232.588505 -0.342392 4.584729 1.246000 11.397501 39.268484 232.588505 0.864210 3.233959

Antenna 67: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 3.972114 3.173406 -0.111647 3.972114 0.436199 0.220849 0.689472 2.531357 0.806830

Antenna 67: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Temporal Variability 6.807486 1.896062 -0.831670 2.595666 -1.086747 3.365255 6.807486 3.556071 1.217289

Antenna 67: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 16.648814 -0.779137 1.938506 3.725564 16.648814 0.496458 3.430406 3.381581 7.583314

Antenna 67: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 9.190613 2.108723 -0.525295 9.190613 2.333975 3.249991 -0.149857 5.749112 2.373322

Antenna 67: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Power 2.120625 1.762382 1.762382 2.120625 2.120625 0.674491 0.674491 0.674491 0.674491

Antenna 67: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Temporal Discontinuties -0.515564 -0.634893 -0.634893 -0.674491 -0.674491 -0.517454 -0.517454 -0.515564 -0.515564

Antenna 67: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 N03 digital_ok ee Temporal Variability 0.439386 0.435083 0.435083 0.403719 0.403719 0.439386 0.439386 0.439096 0.439096

Antenna 67: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
67 N03 digital_ok nn Power 12.515882 8.475731 1.005951 12.515882 2.872564 12.264919 3.015936 4.223596 0.827105

Antenna 67: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 3 digital_ok nn Temporal Discontinuties 33.515266 -1.001805 3.327554 4.448475 16.974332 3.169944 15.839013 7.749765 33.515266

Antenna 67: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 3 digital_ok nn Temporal Discontinuties 14.806967 1.754948 1.310443 4.477335 7.605602 2.293049 6.528255 3.169397 14.806967

Antenna 67: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 3 digital_ok nn Power 18.044686 0.972379 1.946599 8.776573 18.044686 0.992315 2.332244 -0.940320 10.180751

Antenna 67: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 3 digital_ok nn Power 15.670929 2.421680 1.705049 11.464596 15.670929 3.716596 2.763922 -3.274598 7.070630

Antenna 67: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
67 3 digital_ok ee Temporal Variability 54.148533 1.632635 2.284994 6.618439 13.484702 54.148533 10.582085 -1.607242 5.470746
In [ ]: