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 = "65"
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 65 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 65, 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% 1.347057 0.310171 0.947298 1.066746 -0.648078 0.565436 -0.371160 0.031304 0.8105 0.5681 0.5747 1.653635 1.582849
2459808 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.094240 0.023952 0.281010 0.552463 1.332643 1.049885 -0.123920 -0.095540 0.7752 0.7155 0.4648 2.776365 2.379494
2459807 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.308798 0.236838 0.401671 0.513053 2.024347 1.326180 -0.186079 2.965776 0.7589 0.6924 0.4644 2.219443 2.238519
2459806 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 9.63% 0.904033 0.503253 1.111078 0.902058 2.483066 1.053377 0.067108 2.028116 0.7465 0.6604 0.4142 1.758675 1.662539
2459805 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.737310 -0.064609 0.908439 0.839130 1.882887 0.845070 0.021469 -0.021238 0.7638 0.7130 0.4615 2.843518 2.499932
2459804 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.513248 0.041841 0.085042 0.780165 1.648483 2.187312 -0.538937 -0.275398 0.7583 0.7098 0.4512 2.472150 2.362800
2459803 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.114086 0.087565 -0.175455 1.152289 0.965807 2.471678 -0.001627 0.656058 0.7433 0.7025 0.4326 1.951793 1.694231
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 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.308655 0.019905 0.345608 0.687975 1.564749 2.799582 0.090339 2.679567 0.7325 0.7027 0.4234 1.732845 1.651731
2459799 digital_ok 0.00% 0.00% 0.00% 0.00% 5.35% 9.63% 1.125101 0.685574 0.664375 0.776619 2.710269 2.184251 0.642104 0.854909 0.7352 0.6418 0.4130 1.721248 1.533480
2459798 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.014911 0.093981 0.068071 0.791543 1.362305 1.177749 -0.318808 0.523101 0.7059 0.6766 0.4197 2.895173 2.789774
2459797 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.794146 0.061305 0.038209 0.370307 1.133437 0.899792 -0.253441 2.285767 0.7056 0.6795 0.4195 1.639008 1.513493
2459796 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 76.32% 0.661579 0.045488 -0.364488 1.102999 0.814956 0.580692 -0.045744 0.957532 0.6952 0.6715 0.3898 43.567041 48.827125
2459795 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 13.16% 1.251389 0.243711 0.000606 0.974762 0.803981 0.810883 -0.266148 1.827831 0.6877 0.6687 0.4015 1.498610 1.468255
2459794 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.647930 0.150208 -0.433232 0.403819 1.290589 1.150212 0.227612 2.131959 0.6995 0.6821 0.4052 0.297734 0.315229
2459793 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 13.16% 0.683974 -0.108468 0.136405 0.728162 0.836042 0.182597 0.170053 1.864777 0.6890 0.6731 0.4126 1.207761 1.238980
2459792 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.412577 0.560686 1.029964 -0.063233 1.529881 1.425637 -0.218240 0.238740 0.7443 0.6449 0.4121 1.683776 1.591559
2459791 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.951280 0.231733 0.592181 0.625404 0.524659 -0.044335 -0.102734 -0.438552 0.6577 0.6396 0.4088 1.512416 1.591586
2459790 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.568003 0.162009 0.869442 0.328597 1.727290 1.367587 0.207324 1.030630 0.6573 0.6471 0.4009 1.385752 1.410226
2459789 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 1.414760 0.514763 -0.194541 0.133661 0.681678 0.256991 -0.725164 1.436549 0.6519 0.6405 0.3956 2.432472 2.595309
2459788 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 0.637420 0.401400 -0.207745 0.371209 0.243842 0.828748 -0.808142 0.447456 0.6455 0.6354 0.3773 1.326474 1.300794
2459787 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.957025 0.350221 -0.392940 0.464802 0.379821 0.090219 -0.668582 0.128162 0.6475 0.6410 0.3733 3.721386 3.893720
2459786 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 55.26% 1.061735 0.620465 -0.025948 0.736383 1.054921 0.943439 -0.738611 1.448302 0.6305 0.6252 0.3605 5.826158 4.708789
2459785 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.411489 0.837659 -0.325891 1.576299 0.275112 1.117877 -0.797048 -0.321267 0.7449 0.6606 0.4042 1.828990 1.623379
2459784 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.701929 0.821037 0.201016 1.735384 -0.132328 0.570706 -0.621825 -0.503969 0.5993 0.5943 0.3443 1.016306 1.122499
2459783 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.555162 -0.120409 -0.859666 -0.348814 1.467868 0.770982 -0.348219 1.335857 0.5725 0.5655 0.3239 1.466666 1.508899
2459782 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.482510 -0.439631 -0.855478 0.039859 0.641022 1.281739 -0.462920 1.427090 0.5530 0.5501 0.3166 1.715900 1.768708
2459781 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.035786 -0.327632 -0.058014 0.286915 1.363436 1.143975 0.067662 0.576299 0.7335 0.6792 0.3475 1.995996 1.875643
2459778 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
2459776 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% 2.003258 0.661306 -0.316144 0.109950 0.815580 1.209339 -0.572680 2.563847 0.7560 0.6545 0.4125 1.793221 1.617700
2459774 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7292 0.6286 0.3928 nan nan
2459773 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.773373 2.683908 4.122028 4.839187 3.760421 5.503855 -2.028523 -1.272442 0.5035 0.4931 0.2909 6.137567 5.795729
2459772 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.052429 0.064648 0.032547 -0.166270 -0.983233 -0.678633 -1.440265 -0.769257 0.4982 0.4875 0.2728 1.402064 1.465157
2459771 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.054035 0.123693 -0.114134 -0.198492 -0.554015 -0.574078 -1.180824 -0.712088 0.7209 0.6147 0.3995 1.735053 1.585931
2459770 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 1.949189 2.287729 3.650859 3.305956 2.711874 2.303326 -1.907606 -1.606942 0.4963 0.4872 0.2933 1.384222 1.406165
2459769 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.099786 2.817873 4.704465 4.492742 4.470965 3.775050 -1.583075 -1.141817 0.4993 0.4929 0.2974 2.806073 2.699905
2459768 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.298439 3.108924 4.828752 5.002566 3.689974 3.099445 -2.483603 -1.077697 0.5080 0.4983 0.3021 2.994154 2.825586
2459767 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.038482 0.314323 -0.027593 -0.043797 -1.156097 -0.464671 -1.469748 -1.229509 0.5388 0.5300 0.2869 1.441632 1.498622
2459766 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.269469 0.029968 -0.302646 -0.210304 -1.192258 -0.880086 -1.191263 -0.916411 0.5235 0.5140 0.3081 1.390296 1.437391
2459765 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.059544 3.711075 6.074483 6.019112 3.535966 2.671779 -2.335487 -1.325293 0.5057 0.4971 0.3097 2.851553 2.905964
2459764 digital_ok - - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459763 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.788150 1.365625 1.809682 1.966516 1.919273 0.666624 0.623025 0.119145 0.7225 0.6262 0.4746 1.814500 1.690193
2459761 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.910523 2.633622 3.424072 3.727496 2.336514 1.937349 -2.221649 -1.493281 0.5262 0.5244 0.3303 1.300720 1.337772
2459760 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.313705 3.258326 4.892185 5.014290 9.447893 9.067088 -3.057245 -0.779540 0.5534 0.5540 0.3314 3.160814 0.000000
2459759 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.698473 -0.617520 -0.898005 -1.111875 -2.074996 -1.544261 -1.004922 -0.410518 0.4503 0.4645 0.2854 1.382038 1.384427
2459758 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.848010 0.842903 1.571857 1.128802 -0.494098 0.026971 -1.816881 -0.732822 0.5464 0.5486 0.3257 1.654466 1.972028
2459757 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.253962 0.727079 1.133484 1.114076 0.647729 0.401898 -1.475661 -0.481391 0.7139 0.6199 0.4078 2.243690 1.956333
2459755 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.581200 0.798273 0.698839 0.609428 0.399994 1.261492 -1.358218 -0.316913 0.5866 0.5890 0.3350 1.693136 1.894472
2459754 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.260152 0.494652 0.680718 0.741008 0.358995 36.554997 -1.271642 6.084586 0.6018 0.6004 0.3442 3.581693 4.373559
2459753 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.582642 1.201145 0.957022 1.747141 0.045980 0.089103 -1.580482 -1.851024 0.5896 0.5866 0.3601 1.567520 1.760159
2459752 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.218536 3.284193 5.412869 8.323613 3.928762 6.146719 -1.377446 -1.665204 0.5994 0.5903 0.3755 3.013877 3.159584
2459750 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.820027 3.439167 5.012135 5.140044 6.999357 6.841910 -1.278142 -1.136835 0.7211 0.6230 0.4084 4.789294 4.051010
2459749 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.506555 0.735403 0.499644 0.427497 0.280010 0.645863 -1.722136 -1.239897 0.6291 0.6275 0.3853 1.531744 1.792798
2459748 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.915210 1.012973 2.380804 2.132469 3.201231 2.029686 -1.779868 -0.650465 0.6261 0.6216 0.3989 1.436141 1.488016
2459747 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.407905 3.234024 0.619997 1.015543 1.021444 10.167659 1.140626 2.608232 0.0293 0.0296 0.0010 nan nan
2459746 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459745 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
2459744 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459743 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
2459742 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459741 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459740 digital_ok 100.00% 100.00% 100.00% 0.00% - - 6.810986 4.360797 2.237712 2.004059 1.395225 4.765216 1.748430 3.291572 0.0299 0.0310 0.0009 nan nan
2459738 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.512809 1.938637 8.429971 7.311686 5.307538 4.523522 -2.477069 -0.878082 0.6941 0.6887 0.4333 4.194003 4.284811
2459736 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.54% 0.925205 0.844598 1.675853 1.205749 1.318332 0.961762 -1.583129 -0.809510 0.7148 0.6130 0.4258 1.933998 1.921218
2459734 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.428669 3.679873 1.129899 1.180395 1.517069 1.876510 0.695371 1.830121 0.0298 0.0315 0.0012 nan nan
2459733 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.472133 3.233938 0.807031 1.234382 2.406348 0.015632 0.838756 2.999198 0.0298 0.0304 0.0010 nan nan
2459732 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.683648 4.000866 0.908217 1.173134 3.303010 1.075956 0.749069 2.125836 0.0295 0.0306 0.0009 nan nan
2459731 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.000200 1.891318 5.639454 4.919106 11.247609 6.956344 -1.679569 -0.133004 0.6931 0.6857 0.4157 6.666218 6.396528
2459730 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.199598 2.976496 0.764486 1.221191 5.189823 0.624156 0.920406 4.042432 0.0296 0.0308 0.0009 nan nan
2459728 digital_ok 0.00% 100.00% 100.00% 0.00% - - 3.638327 2.578251 0.732167 1.055383 1.154564 -0.180714 0.049461 1.130915 0.0296 0.0310 0.0009 nan nan
2459726 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.571453 1.837434 0.418134 0.772967 1.810204 1.587208 0.433015 2.766973 0.0297 0.0315 0.0008 nan nan
2459724 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.278390 2.842626 0.710469 0.887894 3.642356 2.665017 0.977472 3.375604 0.0294 0.0308 0.0008 nan nan
2459723 digital_ok 0.00% 100.00% 100.00% 0.00% - - 3.048182 2.183287 0.377863 0.681967 2.524993 0.459155 0.038718 1.253577 0.0294 0.0308 0.0009 nan nan
2459722 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.746024 3.730625 5.355680 5.805268 5.672691 5.027560 -2.121590 -0.487192 0.6993 0.6107 0.4398 3.120178 2.886234
2459720 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.536477 1.887204 0.493344 1.087873 0.558395 2.126374 0.934892 1.016893 0.0289 0.0291 0.0008 nan nan
2459719 digital_ok 0.00% 100.00% 100.00% 0.00% - - 3.086740 2.169550 0.572521 0.904885 0.741979 3.577788 0.345131 2.214273 0.0292 0.0296 0.0007 nan nan
2459718 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.332985 2.922741 1.144864 1.131362 2.084963 8.261311 1.403351 2.775253 0.0289 0.0295 0.0009 nan nan
2459717 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.308714 2.839290 0.589033 0.595423 0.951670 2.868863 1.985634 3.890255 0.0291 0.0293 0.0007 nan nan
2459716 digital_ok 0.00% 100.00% 100.00% 0.00% - - 3.475540 2.366338 0.752599 0.955482 1.787160 0.819139 1.305588 3.299166 0.0290 0.0287 0.0009 nan nan
2459715 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.640285 3.043680 6.631168 6.145302 7.219738 6.389138 -2.334796 -0.827995 0.6810 0.6039 0.4378 3.502342 3.161651
2459713 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.729239 3.138895 1.062542 1.178658 -0.019546 2.471221 1.098690 2.882606 0.0289 0.0293 0.0009 nan nan
2459712 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.618409 3.348044 7.159023 7.010025 6.056325 5.795428 -0.317659 -1.171035 0.5811 0.5742 0.3569 2.648661 2.922922
2459711 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.535931 1.349505 0.255145 0.446429 -0.292174 -1.010786 -0.007557 0.464511 0.0285 0.0292 0.0007 nan nan
2459710 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.877869 1.579267 0.565844 0.865946 -1.125950 5.255775 -0.095405 0.731876 0.0289 0.0290 0.0008 nan nan
2459708 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.386484 2.772899 7.037336 6.391118 7.717082 6.225346 -2.813147 -0.026307 0.6809 0.6144 0.4172 4.691740 4.112862
2459707 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.398915 0.265168 -0.913744 -0.802068 -0.951900 -1.187720 0.016291 0.732973 0.0303 0.0302 0.0009 0.000000 0.000000
2459706 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.818783 0.887762 1.142640 1.652993 0.829451 0.005532 -0.469018 0.137047 0.0315 0.0340 0.0021 nan nan
2459705 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.189268 1.294316 2.926321 3.272409 -0.273845 0.849105 -0.398418 0.356831 0.0297 0.0294 0.0011 nan nan
2459703 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.237863 1.290199 4.286417 4.540802 -0.254878 15.111753 -0.432147 -0.351459 0.0320 0.0323 0.0028 nan nan
2459702 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.507868 0.336376 7.562731 6.541889 1.411965 0.933761 -2.281579 -1.241599 0.6299 0.6228 0.3285 0.000000 0.000000
2459701 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.514763 0.371001 3.284827 2.858642 0.704818 0.741691 -1.941881 -1.263008 0.6404 0.6316 0.3246 10.629375 9.859527
2459697 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.762382 1.762382 2.120625 2.120625 0.674491 0.674491 0.674491 0.674491 1.0000 1.0000 0.0000 19575.959961 19575.959961
2459696 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -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 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 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 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.819452 2.365357 4.531139 4.344476 5.766081 5.043689 -1.154232 -1.352822 0.6413 0.6004 0.4004 3.828448 3.866057
2459693 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.026167 1.573165 7.666712 9.206709 6.474284 5.942433 8.939021 10.051511 0.6970 0.6687 0.3018 5.714146 5.738129
2459692 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.631402 0.101233 3.522110 3.082072 1.492816 0.699030 1.461979 1.884024 0.7241 0.7516 0.2300 6.035974 6.785695
2459691 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.043297 0.726943 8.840310 6.752381 1.210091 0.227196 -3.135226 -2.096738 0.5924 0.5999 0.3410 9.562637 8.859071
2459690 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.605557 1.295792 9.591799 7.696540 3.564549 1.962319 -4.060809 -3.188230 0.6205 0.6226 0.3630 7.931520 7.962322
2459689 RF_maintenance 100.00% - - - - - 1.033884 1.163236 6.456565 5.547830 54.166891 44.386363 -2.627944 -0.934289 nan nan nan nan nan
2459688 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 4.141911 4.001088
2459687 RF_maintenance 100.00% 99.46% 99.46% 0.00% - - 3.476959 3.547537 13.757811 11.857123 -2.552205 -0.438330 -9.450869 -4.884133 0.1991 0.1854 0.0912 nan nan
2459686 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.613228 3.447351 10.375393 8.882385 4.798557 3.691201 -1.538662 -1.581817 0.5905 0.6012 0.3515 5.562387 5.073784
2459685 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.254083 4.235987 9.516160 8.305420 4.206613 2.421592 -1.813776 -1.638533 0.6012 0.6068 0.3487 11.204532 7.811057
2459684 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.291367 4.047542 13.161719 11.150555 2.771479 1.399144 -2.181411 -2.052341 0.5997 0.6116 0.3543 4.966715 4.731762
2459676 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.346628 23.920802 69.253378 70.983625 16.812849 18.448145 4.861380 7.158121 0.0323 0.0328 0.0010 1.353686 1.339964
2459675 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.984537 23.532222 57.773524 59.041922 23.754690 22.493197 4.256383 6.095902 0.0326 0.0331 0.0014 1.303753 1.297721
2459674 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.441086 24.204058 59.886545 61.384264 15.912573 15.731351 3.624333 5.095762 0.0334 0.0334 0.0011 1.294286 1.281337
2459673 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.965157 27.698896 81.148298 82.615941 30.431040 30.972225 6.051561 7.971028 0.0340 0.0344 0.0008 0.000000 0.000000
2459672 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.760018 21.287873 59.675098 61.297858 10.580926 9.817936 1.328148 2.048797 0.0318 0.0326 0.0004 0.000000 0.000000
2459671 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.737621 27.353411 61.108458 62.241987 33.828202 37.747175 7.461311 9.609198 0.0339 0.0360 0.0022 1.524476 1.478120
2459670 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459669 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 11.873343 12.753475 10.406324 10.189512 1.689803 2.415014 6.468851 10.276002 0.0294 0.0315 0.0011 nan nan
2459668 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.900069 22.538428 82.753279 84.574469 32.767836 32.322488 32.985811 30.617670 0.0362 0.0369 0.0012 1.333433 1.321069
2459665 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.048387 24.013652 62.209328 63.579602 15.714303 19.046783 10.447181 13.916853 0.0381 0.0388 0.0013 1.270364 1.249025
2459664 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.671898 0.254785 0.142355 0.494044 1.118883 6.506483 2.284898 3.955360 0.0261 0.0332 0.0015 nan nan
2459663 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.898876 28.762854 120.811107 122.908263 54.660521 54.508859 8.820676 11.743744 0.0373 0.0375 0.0012 1.286227 1.269832
2459662 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 12.311195 12.769381 8.481502 8.400665 2.536234 2.935274 6.210058 10.642617 0.0282 0.0297 0.0016 nan nan
2459661 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.834895 25.516445 92.097124 93.947831 28.559015 28.651212 17.551047 15.361974 0.0357 0.0365 0.0010 1.286162 1.270840
2459660 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.168308 20.084481 81.633404 83.904147 32.540483 31.969931 7.533678 7.343276 0.0314 0.0315 0.0001 1.206286 1.203277
2459659 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.760796 23.761745 68.667427 70.323213 32.711649 32.766827 10.428342 13.246816 0.0335 0.0350 0.0017 1.269980 1.258662
2459658 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.647567 24.323813 59.393660 60.450718 22.119699 22.512997 10.900692 14.396154 0.0342 0.0366 0.0030 1.256861 1.254970
2459657 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.715479 27.841947 75.740090 77.413954 29.522397 29.930203 15.986041 11.291828 0.0332 0.0348 0.0021 1.273777 1.263651
2459656 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.172807 28.077589 55.473927 56.994056 28.384513 28.813305 9.108335 11.694601 0.0351 0.0391 0.0040 1.354515 1.354879
2459655 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 14.846146 14.410662 9.670636 9.495240 1.705176 1.783148 4.571681 8.022272 0.0270 0.0322 0.0021 nan nan
2459653 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.148834 29.381625 59.164593 60.207687 29.005675 30.101850 2.945613 3.995579 0.0331 0.0373 0.0040 1.249905 1.280107
2459652 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.504507 36.435804 79.896180 81.626731 29.688506 30.602841 4.707581 6.257913 0.0341 0.0377 0.0040 1.273733 1.276471
2459651 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.356024 35.947706 87.149316 88.578856 13.222261 13.317702 18.860428 18.274662 0.0434 0.0474 0.0026 1.307689 1.302358
2459650 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.985309 21.917474 75.377639 76.715683 25.348831 24.514158 21.660710 21.973445 0.0376 0.0404 0.0025 1.246943 1.259280
2459649 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
2459648 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459647 RF_maintenance 100.00% 81.63% 81.63% 0.00% 100.00% 0.00% 1.181521 1.181521 1036.048689 1036.048689 31035.066253 31035.066253 6.764495 6.764495 0.2085 0.2085 0.0000 0.046178 0.046178
2459646 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.543755 21.874520 70.296026 72.479926 28.761654 30.394568 5.723915 7.980339 0.0405 0.0389 -0.0006 1.307891 1.290211
2459645 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.799607 22.647322 75.781820 78.311960 27.408578 28.177942 14.608587 23.189476 0.0452 0.0489 0.0015 1.332763 1.316564
2459642 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
2459640 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.425315 28.503550 73.706885 75.579101 29.847019 33.911232 2.676885 4.149538 0.0385 0.0407 0.0001 1.297397 1.296591
2459639 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.547474 22.355543 70.129473 71.982657 26.710544 29.623064 3.904695 5.484246 0.0380 0.0407 0.0006 1.264314 1.263589
2459638 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0389 0.0403 0.0001 nan nan
2459637 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.406345 16.706631 83.273833 78.985678 30.349500 31.132171 3.227638 82.830928 0.0398 0.0374 0.0008 1.284613 1.305643
2459636 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.187058 23.353133 80.845454 83.039676 23.216137 26.955756 0.571796 1.576185 0.0396 0.0414 0.0000 1.291558 1.290678
2459635 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.851666 25.376293 76.982500 79.587908 31.279280 35.348613 1.604735 2.250351 0.0381 0.0396 0.0002 1.287111 1.293303
2459634 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673203 -0.673203 -0.673245 -0.673245 -0.675180 -0.675180 -0.675165 -0.675165 1.0000 1.0000 0.0000 0.034862 0.034862
2459633 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.967961 24.817305 87.141032 89.673751 34.795206 39.405923 3.612897 4.853714 0.0343 0.0365 0.0025 1.249498 1.251440
2459632 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.017979 25.891044 74.000799 75.953403 22.110984 25.942745 1.461546 2.471147 0.0338 0.0361 0.0023 1.288022 1.279661
2459631 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.129437 31.961808 82.388317 84.408349 29.041585 33.670894 3.502343 5.047972 0.0352 0.0394 0.0037 1.280970 1.294885
2459630 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.503523 33.372730 73.343197 75.473973 35.759296 42.296900 4.514205 6.512886 0.0353 0.0389 0.0034 1.321325 1.345249
2459629 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.209717 29.004039 84.166363 86.272305 28.715136 33.897184 5.038722 6.427845 0.0358 0.0383 0.0024 1.272433 1.273093
2459628 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.741060 23.616521 68.003590 70.001133 25.074943 29.278656 4.313374 6.012475 0.0349 0.0370 0.0024 1.246613 1.248235
2459627 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.674500 -0.674500 -0.673962 -0.673962 -0.674546 -0.674546 -0.674519 -0.674519 1.0000 1.0000 0.0000 0.005951 0.005951
2459626 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.789246 21.790897 63.303029 65.389744 28.848151 34.446230 7.014351 9.767639 0.0345 0.0348 0.0006 1.224942 1.210571
2459625 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.834833 22.129133 69.934995 71.933934 30.660647 37.995876 1.658645 2.896633 0.0353 0.0357 0.0012 1.290183 1.295224
2459624 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.642050 24.974176 63.489730 65.658568 38.406256 47.244911 4.825413 7.239347 0.0336 0.0345 0.0009 1.267160 1.277667
2459623 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459622 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.966961 25.095767 122.644523 125.541973 19.591245 23.421262 1.247184 2.414327 0.0287 0.0294 0.0007 1.780392 1.733963
2459621 RF_maintenance 100.00% - - - 100.00% 0.00% 19.756839 26.435304 36.391239 39.638928 nan nan -19.669172 -19.102210 nan nan nan 1.403610 1.393335
2459620 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.051264 13.799989 25.882109 25.731703 1.653963 3.592761 2.010529 3.789160 0.0231 0.0241 0.0006 nan nan
2459619 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.145882 20.009089 71.215271 73.018227 31.137647 38.113462 1.652243 2.370984 0.0372 0.0380 0.0010 0.000000 0.000000
2459618 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
2459617 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.747963 20.100268 69.645816 71.710543 32.145790 39.491077 7.528540 9.878636 0.0366 0.0361 0.0008 0.000000 0.000000
2459616 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
2459615 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
2459614 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.599625 26.664323 74.145358 75.958058 23.962421 29.911351 2.830368 4.432552 0.0353 0.0361 0.0021 0.000000 0.000000
2459613 RF_maintenance 100.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459612 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.034121 15.496288 76.168452 77.805185 46.814748 51.309706 32.059767 38.338760 0.0327 0.0312 0.0006 0.000000 0.000000
2459611 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.728052 20.031210 54.345656 55.593715 25.611381 30.227187 6.969113 9.991854 0.0337 0.0344 0.0012 1.250876 1.249434
2459610 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.997615 23.677295 70.335841 72.111625 27.559756 33.785538 19.933485 23.743039 0.0320 0.0324 0.0006 1.209089 1.207602
2459609 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.473182 24.314894 87.499428 89.521697 25.141733 31.343855 15.255795 15.195377 0.0331 0.0329 0.0004 1.285851 1.287536
2459608 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.856930 20.547654 100.619051 102.697624 29.480473 36.119332 6.303171 6.929318 0.0310 0.0326 0.0009 1.305477 1.304037
2459607 RF_maintenance 100.00% 97.30% 97.30% 0.00% 100.00% 0.00% 10.424128 11.806856 24.143623 24.534399 38.213900 38.627815 -1.492101 -1.352072 0.0646 0.0640 0.0009 1.217137 1.215289
2459605 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.692425 -0.690176 0.162940 -1.160722 -1.219783 -0.210813 -1.485882 0.119906 0.0251 0.0267 0.0010 nan nan
2459604 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.606013 23.235264 84.834134 86.815023 35.349903 44.750615 21.536907 21.188257 0.0328 0.0333 0.0006 1.264287 1.262287
2459603 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.777677 18.135349 85.513450 87.174653 11.488026 13.305885 4.174842 4.332282 0.0320 0.0341 0.0008 1.249766 1.250977
2459602 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.905717 21.429444 102.387505 104.543647 21.416403 25.825928 8.317502 12.656812 0.0326 0.0331 0.0007 1.203957 1.202746
2459598 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.996439 19.646212 80.006956 81.942744 30.406002 36.825691 5.390641 6.544778 0.0339 0.0339 0.0010 1.254842 1.251649
2459597 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.056105 20.283946 89.734657 91.958936 23.846232 29.979278 8.273843 9.863359 0.0327 0.0330 0.0007 1.205728 1.202409
2459596 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.603478 19.418380 72.659695 74.336465 28.559416 34.825968 4.892679 5.515952 0.0324 0.0313 0.0013 1.229740 1.229352
2459595 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.190852 32.502046 85.772766 86.589803 20.216741 17.215135 25.556749 26.744641 0.0349 0.0364 0.0026 1.211157 1.208373
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.913476 14.874347 78.556297 78.925751 22.290713 28.739413 31.236811 33.689065 0.0326 0.0326 0.0005 1.253738 1.251880
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.867513 16.051614 82.625314 84.419260 31.484899 38.244051 13.958369 11.917618 0.0344 0.0344 0.0016 1.211856 1.209610
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.649073 1.783860 7.421566 6.483841 1.303470 3.003936 -1.410390 0.657086 0.0261 0.0276 0.0009 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.761975 20.360555 96.531045 97.925249 26.516207 31.926757 1.727257 2.682054 0.0343 0.0344 0.0011 1.185943 1.185515
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.537237 23.791696 89.734133 91.290634 28.658222 34.273460 3.896351 4.794310 0.0337 0.0338 0.0019 1.266864 1.268558
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.691557 21.631089 83.426801 84.644823 16.976860 22.008332 19.201416 17.564137 0.0330 0.0336 0.0015 1.207623 1.206649
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.492264 14.234752 101.232545 102.887492 22.024496 25.054423 14.605301 13.385771 0.0314 0.0340 0.0010 1.176235 1.173556
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 19.015273 21.118982 135.313847 137.981368 6.603468 8.083662 12.156312 12.969766 nan nan nan 0.974400 1.314400
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.725789 17.460912 31.759525 31.912081 10.094400 11.698446 5.958679 7.358168 0.0334 0.0351 0.0014 1.232511 1.231795
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.077447 26.194055 10.321289 10.408151 9.358239 10.227726 2.529440 4.249580 0.0282 0.0303 0.0008 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.947059 27.098164 111.696186 113.088220 32.423518 41.901795 23.787710 30.729868 0.0311 0.0339 0.0016 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.582940 18.224993 34.549138 34.984427 20.134247 23.692107 0.261205 0.561342 0.0335 0.0382 0.0018 1.208904 1.201534
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.647133 16.452498 31.080665 31.760268 24.015330 28.035210 0.270593 0.640909 0.0303 0.0329 0.0014 1.277400 1.276091
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.315447 22.324381 36.038279 35.876074 19.060469 22.939551 0.525888 0.806498 0.0316 0.0354 0.0020 1.208168 1.206719
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.428302 16.470309 36.185647 36.753109 21.247068 24.406300 0.053210 0.537423 0.0310 0.0350 0.0017 0.000000 0.000000
2459579 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
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.219834 1.827846 3.000390 2.216921 1.124545 0.811106 1.809463 3.042354 0.0278 0.0279 0.0015 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.976578 21.250169 33.471717 33.565250 21.185812 25.108060 0.365582 0.803534 0.0302 0.0328 0.0016 1.240123 1.241051
2459576 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
2459575 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
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.671501 14.959157 25.299672 25.398190 20.728674 24.015981 1.312518 1.709221 0.0316 0.0348 0.0014 1.241870 1.243910
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.256553 15.920887 43.534378 43.983365 24.962778 28.509788 1.103282 2.008155 0.0327 0.0357 0.0018 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.125151 16.054563 25.424623 25.748884 16.090007 18.050134 2.494328 3.405478 0.0331 0.0348 0.0029 1.253482 1.253529
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.677928 1.480647 2.918110 2.297090 1.701375 2.470980 1.671261 3.003284 0.0278 0.0291 0.0015 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.571344 20.398981 27.155272 27.225290 1.334326 1.784280 3.685069 5.377854 0.0453 0.0433 0.0032 1.206283 1.211400
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.458882 18.904327 33.412922 33.434523 10.524742 10.771766 8.422297 9.212042 0.0332 0.0361 0.0024 1.232680 1.232221
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.081581 14.239733 33.177698 32.443150 19.136876 20.138719 -0.206488 4.759424 0.0309 0.0310 0.0014 1.336423 1.358147
2459565 RF_maintenance 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 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.366210 13.849711 35.212853 35.518970 2.472371 2.463746 0.565749 1.181251 0.0324 0.0332 0.0012 1.261615 1.265763
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.475376 16.007834 67.264343 67.730791 19.906804 22.600329 1.625746 2.379296 0.0350 0.0355 0.0016 1.406696 1.413123
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.590279 9.910559 17.288244 17.458751 2.577803 2.823213 0.668847 0.985231 0.0324 0.0364 0.0017 1.241234 1.241251
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.306676 10.509533 16.467138 16.567362 2.867156 2.982271 1.042931 1.725777 0.0315 0.0355 0.0017 1.269545 1.274884
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.438772 9.606025 16.914023 16.854576 2.658390 3.131884 0.650260 0.786901 0.0319 0.0366 0.0018 1.183285 1.184989
2459559 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
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.511359 16.426352 34.652976 35.339621 21.849205 23.576981 1.271852 1.764674 0.0332 0.0364 0.0023 1.217597 1.220118
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0280 0.0294 0.0017 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.900667 16.852489 37.458128 38.306989 19.680419 21.223461 2.870348 4.349903 0.0317 0.0342 0.0019 1.356516 1.370833
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0320 0.0345 0.0023 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0303 0.0323 0.0014 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.544633 20.067304 50.546918 50.539036 29.251338 32.311163 3.212530 3.494726 0.0322 0.0341 0.0029 0.000000 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.498526 9.542361 20.462442 20.515814 3.535435 4.323555 1.083079 1.517165 0.0318 0.0353 0.0018 1.257726 1.260883
2459550 RF_maintenance - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0449 0.0467 0.0008 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.535781 14.851630 37.995974 38.156601 21.253957 23.160651 1.154166 1.687931 0.0321 0.0351 0.0022 1.377022 1.382243
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.700095 21.275399 77.161259 77.391162 1.089446 1.876514 1.256446 1.917145 0.0336 0.0339 0.0015 1.255342 1.259273
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.084491 9.790563 36.009349 36.740132 255.556587 245.830898 20.665481 15.313627 0.0332 0.0374 0.0019 1.284924 1.288375
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.706079 14.711727 17.192162 17.581239 4.182825 5.228020 0.705592 1.059189 0.0319 0.0357 0.0006 1.260280 1.264133
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.779022 27.909630 65.732656 65.615957 29.621302 31.759087 2.429465 2.979339 0.0317 0.0334 0.0024 0.000000 0.000000
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.690146 11.869940 15.973196 16.132283 2.133305 5.442742 0.161213 0.637955 0.0341 0.0360 0.0010 1.316580 1.347481
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.368120 12.456376 14.842803 14.911137 2.298282 3.962507 0.100709 0.190840 0.0318 0.0322 0.0010 1.250183 1.251939
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.527057 18.237888 35.408019 35.785638 18.169347 20.847174 1.301167 2.114318 0.0308 0.0342 0.0007 1.343997 1.346357
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.425306 21.171669 47.718968 48.534649 22.458857 25.652095 0.789880 1.284513 0.0315 0.0346 0.0007 0.000000 0.000000
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.778861 10.327972 15.095644 15.173637 3.559025 4.335619 0.534392 0.772301 0.0317 0.0348 0.0010 1.330404 1.338034
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.873703 25.861918 53.587796 54.060971 40.354741 34.854289 0.108403 1.014126 0.0318 0.0332 0.0011 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 22.809644 21.157674 52.281298 51.766319 39.345146 48.350614 14.630835 14.066316 nan nan nan 1.743728 1.790759
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.940610 22.633500 51.377342 52.509431 10.712357 23.582680 1.389515 2.370685 0.0329 0.0312 0.0015 0.000000 0.000000
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.009624 1.812831 2.976478 2.546318 0.374838 0.463081 1.075142 2.071096 0.0315 0.0334 0.0013 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.405591 30.234316 50.064620 51.031393 18.047530 15.586668 12.882508 14.895477 0.0297 0.0311 0.0013 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.304565 30.229816 47.017057 49.365882 7.117124 10.134851 0.765281 2.451647 0.0311 0.0352 0.0045 1.246038 1.305325
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.926742 30.616574 82.828494 83.517672 33.788889 33.380656 2.345049 3.508538 0.0278 0.0318 0.0039 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 65: 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
65 N03 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 65: 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
65 N03 digital_ok ee Shape 1.347057 0.310171 1.347057 1.066746 0.947298 0.565436 -0.648078 0.031304 -0.371160

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.332643 0.023952 1.094240 0.552463 0.281010 1.049885 1.332643 -0.095540 -0.123920

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 2.965776 0.236838 1.308798 0.513053 0.401671 1.326180 2.024347 2.965776 -0.186079

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 2.483066 0.904033 0.503253 1.111078 0.902058 2.483066 1.053377 0.067108 2.028116

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.882887 0.737310 -0.064609 0.908439 0.839130 1.882887 0.845070 0.021469 -0.021238

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 2.187312 0.041841 0.513248 0.780165 0.085042 2.187312 1.648483 -0.275398 -0.538937

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 2.471678 1.114086 0.087565 -0.175455 1.152289 0.965807 2.471678 -0.001627 0.656058

Antenna 65: 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
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 2.799582 0.019905 1.308655 0.687975 0.345608 2.799582 1.564749 2.679567 0.090339

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 2.710269 0.685574 1.125101 0.776619 0.664375 2.184251 2.710269 0.854909 0.642104

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.362305 1.014911 0.093981 0.068071 0.791543 1.362305 1.177749 -0.318808 0.523101

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 2.285767 0.061305 0.794146 0.370307 0.038209 0.899792 1.133437 2.285767 -0.253441

Antenna 65: 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
65 N03 digital_ok nn Power 1.102999 0.661579 0.045488 -0.364488 1.102999 0.814956 0.580692 -0.045744 0.957532

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 1.827831 0.243711 1.251389 0.974762 0.000606 0.810883 0.803981 1.827831 -0.266148

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 2.131959 0.647930 0.150208 -0.433232 0.403819 1.290589 1.150212 0.227612 2.131959

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 1.864777 0.683974 -0.108468 0.136405 0.728162 0.836042 0.182597 0.170053 1.864777

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.529881 1.412577 0.560686 1.029964 -0.063233 1.529881 1.425637 -0.218240 0.238740

Antenna 65: 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
65 N03 digital_ok ee Shape 0.951280 0.951280 0.231733 0.592181 0.625404 0.524659 -0.044335 -0.102734 -0.438552

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.727290 0.162009 1.568003 0.328597 0.869442 1.367587 1.727290 1.030630 0.207324

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 1.436549 0.514763 1.414760 0.133661 -0.194541 0.256991 0.681678 1.436549 -0.725164

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 0.828748 0.401400 0.637420 0.371209 -0.207745 0.828748 0.243842 0.447456 -0.808142

Antenna 65: 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
65 N03 digital_ok ee Shape 0.957025 0.957025 0.350221 -0.392940 0.464802 0.379821 0.090219 -0.668582 0.128162

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 1.448302 0.620465 1.061735 0.736383 -0.025948 0.943439 1.054921 1.448302 -0.738611

Antenna 65: 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
65 N03 digital_ok nn Power 1.576299 0.837659 1.411489 1.576299 -0.325891 1.117877 0.275112 -0.321267 -0.797048

Antenna 65: 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
65 N03 digital_ok nn Power 1.735384 0.701929 0.821037 0.201016 1.735384 -0.132328 0.570706 -0.621825 -0.503969

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.467868 -0.120409 0.555162 -0.348814 -0.859666 0.770982 1.467868 1.335857 -0.348219

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 1.427090 -0.439631 0.482510 0.039859 -0.855478 1.281739 0.641022 1.427090 -0.462920

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 1.363436 -0.035786 -0.327632 -0.058014 0.286915 1.363436 1.143975 0.067662 0.576299

Antenna 65: 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
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 2.563847 2.003258 0.661306 -0.316144 0.109950 0.815580 1.209339 -0.572680 2.563847

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 5.503855 2.683908 1.773373 4.839187 4.122028 5.503855 3.760421 -1.272442 -2.028523

Antenna 65: 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
65 N03 digital_ok nn Shape 0.064648 -0.052429 0.064648 0.032547 -0.166270 -0.983233 -0.678633 -1.440265 -0.769257

Antenna 65: 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
65 N03 digital_ok nn Shape 0.123693 0.123693 -0.054035 -0.198492 -0.114134 -0.574078 -0.554015 -0.712088 -1.180824

Antenna 65: 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
65 N03 digital_ok ee Power 3.650859 2.287729 1.949189 3.305956 3.650859 2.303326 2.711874 -1.606942 -1.907606

Antenna 65: 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
65 N03 digital_ok ee Power 4.704465 2.817873 2.099786 4.492742 4.704465 3.775050 4.470965 -1.141817 -1.583075

Antenna 65: 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
65 N03 digital_ok nn Power 5.002566 2.298439 3.108924 4.828752 5.002566 3.689974 3.099445 -2.483603 -1.077697

Antenna 65: 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
65 N03 digital_ok nn Shape 0.314323 0.038482 0.314323 -0.027593 -0.043797 -1.156097 -0.464671 -1.469748 -1.229509

Antenna 65: 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
65 N03 digital_ok nn Shape 0.029968 0.029968 -0.269469 -0.210304 -0.302646 -0.880086 -1.192258 -0.916411 -1.191263

Antenna 65: 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
65 N03 digital_ok ee Power 6.074483 3.711075 3.059544 6.019112 6.074483 2.671779 3.535966 -1.325293 -2.335487

Antenna 65: 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
65 N03 digital_ok nn Power 1.966516 0.788150 1.365625 1.809682 1.966516 1.919273 0.666624 0.623025 0.119145

Antenna 65: 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
65 N03 digital_ok nn Power 3.727496 2.633622 1.910523 3.727496 3.424072 1.937349 2.336514 -1.493281 -2.221649

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 9.447893 2.313705 3.258326 4.892185 5.014290 9.447893 9.067088 -3.057245 -0.779540

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties -0.410518 -0.698473 -0.617520 -0.898005 -1.111875 -2.074996 -1.544261 -1.004922 -0.410518

Antenna 65: 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
65 N03 digital_ok ee Power 1.571857 0.848010 0.842903 1.571857 1.128802 -0.494098 0.026971 -1.816881 -0.732822

Antenna 65: 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
65 N03 digital_ok ee Power 1.133484 0.727079 0.253962 1.114076 1.133484 0.401898 0.647729 -0.481391 -1.475661

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 1.261492 0.581200 0.798273 0.698839 0.609428 0.399994 1.261492 -1.358218 -0.316913

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 36.554997 0.260152 0.494652 0.680718 0.741008 0.358995 36.554997 -1.271642 6.084586

Antenna 65: 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
65 N03 digital_ok nn Power 1.747141 1.201145 0.582642 1.747141 0.957022 0.089103 0.045980 -1.851024 -1.580482

Antenna 65: 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
65 N03 digital_ok nn Power 8.323613 2.218536 3.284193 5.412869 8.323613 3.928762 6.146719 -1.377446 -1.665204

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 6.999357 2.820027 3.439167 5.012135 5.140044 6.999357 6.841910 -1.278142 -1.136835

Antenna 65: 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
65 N03 digital_ok nn Shape 0.735403 0.506555 0.735403 0.499644 0.427497 0.280010 0.645863 -1.722136 -1.239897

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 3.201231 0.915210 1.012973 2.380804 2.132469 3.201231 2.029686 -1.779868 -0.650465

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 10.167659 4.407905 3.234024 0.619997 1.015543 1.021444 10.167659 1.140626 2.608232

Antenna 65: 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
65 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 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
65 N03 digital_ok ee Shape 6.810986 6.810986 4.360797 2.237712 2.004059 1.395225 4.765216 1.748430 3.291572

Antenna 65: 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
65 N03 digital_ok ee Power 8.429971 2.512809 1.938637 8.429971 7.311686 5.307538 4.523522 -2.477069 -0.878082

Antenna 65: 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
65 N03 digital_ok ee Power 1.675853 0.844598 0.925205 1.205749 1.675853 0.961762 1.318332 -0.809510 -1.583129

Antenna 65: 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
65 N03 digital_ok ee Shape 5.428669 3.679873 5.428669 1.180395 1.129899 1.876510 1.517069 1.830121 0.695371

Antenna 65: 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
65 N03 digital_ok ee Shape 4.472133 3.233938 4.472133 1.234382 0.807031 0.015632 2.406348 2.999198 0.838756

Antenna 65: 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
65 N03 digital_ok ee Shape 5.683648 4.000866 5.683648 1.173134 0.908217 1.075956 3.303010 2.125836 0.749069

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 11.247609 1.891318 2.000200 4.919106 5.639454 6.956344 11.247609 -0.133004 -1.679569

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 5.189823 4.199598 2.976496 0.764486 1.221191 5.189823 0.624156 0.920406 4.042432

Antenna 65: 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
65 N03 digital_ok ee Shape 3.638327 2.578251 3.638327 1.055383 0.732167 -0.180714 1.154564 1.130915 0.049461

Antenna 65: 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
65 N03 digital_ok nn Temporal Discontinuties 2.766973 1.837434 2.571453 0.772967 0.418134 1.587208 1.810204 2.766973 0.433015

Antenna 65: 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
65 N03 digital_ok ee Shape 4.278390 2.842626 4.278390 0.887894 0.710469 2.665017 3.642356 3.375604 0.977472

Antenna 65: 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
65 N03 digital_ok ee Shape 3.048182 2.183287 3.048182 0.681967 0.377863 0.459155 2.524993 1.253577 0.038718

Antenna 65: 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
65 N03 digital_ok nn Power 5.805268 2.746024 3.730625 5.355680 5.805268 5.672691 5.027560 -2.121590 -0.487192

Antenna 65: 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
65 N03 digital_ok ee Shape 2.536477 2.536477 1.887204 0.493344 1.087873 0.558395 2.126374 0.934892 1.016893

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 3.577788 2.169550 3.086740 0.904885 0.572521 3.577788 0.741979 2.214273 0.345131

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 8.261311 4.332985 2.922741 1.144864 1.131362 2.084963 8.261311 1.403351 2.775253

Antenna 65: 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
65 N03 digital_ok ee Shape 4.308714 4.308714 2.839290 0.589033 0.595423 0.951670 2.868863 1.985634 3.890255

Antenna 65: 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
65 N03 digital_ok ee Shape 3.475540 3.475540 2.366338 0.752599 0.955482 1.787160 0.819139 1.305588 3.299166

Antenna 65: 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
65 N03 digital_ok ee Temporal Variability 7.219738 2.640285 3.043680 6.631168 6.145302 7.219738 6.389138 -2.334796 -0.827995

Antenna 65: 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
65 N03 digital_ok ee Shape 4.729239 3.138895 4.729239 1.178658 1.062542 2.471221 -0.019546 2.882606 1.098690

Antenna 65: 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
65 N03 digital_ok ee Power 7.159023 3.348044 2.618409 7.010025 7.159023 5.795428 6.056325 -1.171035 -0.317659

Antenna 65: 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
65 N03 digital_ok ee Shape 1.535931 1.349505 1.535931 0.446429 0.255145 -1.010786 -0.292174 0.464511 -0.007557

Antenna 65: 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
65 N03 digital_ok nn Temporal Variability 5.255775 1.579267 1.877869 0.865946 0.565844 5.255775 -1.125950 0.731876 -0.095405

Antenna 65: 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
65 N03 RF_maintenance ee Temporal Variability 7.717082 2.386484 2.772899 7.037336 6.391118 7.717082 6.225346 -2.813147 -0.026307

Antenna 65: 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
65 N03 RF_maintenance nn Temporal Discontinuties 0.732973 0.265168 0.398915 -0.802068 -0.913744 -1.187720 -0.951900 0.732973 0.016291

Antenna 65: 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
65 N03 RF_maintenance nn Power 1.652993 0.887762 0.818783 1.652993 1.142640 0.005532 0.829451 0.137047 -0.469018

Antenna 65: 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
65 N03 RF_maintenance nn Power 3.272409 1.294316 2.189268 3.272409 2.926321 0.849105 -0.273845 0.356831 -0.398418

Antenna 65: 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
65 N03 RF_maintenance nn Temporal Variability 15.111753 1.290199 2.237863 4.540802 4.286417 15.111753 -0.254878 -0.351459 -0.432147

Antenna 65: 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
65 N03 RF_maintenance ee Power 7.562731 -0.507868 0.336376 7.562731 6.541889 1.411965 0.933761 -2.281579 -1.241599

Antenna 65: 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
65 N03 RF_maintenance ee Power 3.284827 0.371001 -0.514763 2.858642 3.284827 0.741691 0.704818 -1.263008 -1.941881

Antenna 65: 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
65 N03 RF_maintenance ee Power 2.120625 1.762382 1.762382 2.120625 2.120625 0.674491 0.674491 0.674491 0.674491

Antenna 65: 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
65 N03 RF_maintenance nn Temporal Discontinuties -0.515564 -0.634893 -0.634893 -0.674491 -0.674491 -0.517454 -0.517454 -0.515564 -0.515564

Antenna 65: 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
65 N03 RF_maintenance ee Temporal Variability 0.439386 0.435083 0.435083 0.403719 0.403719 0.439386 0.439386 0.439096 0.439096

Antenna 65: 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
65 N03 RF_maintenance ee Temporal Variability 5.766081 2.365357 1.819452 4.344476 4.531139 5.043689 5.766081 -1.352822 -1.154232

Antenna 65: 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
65 3 RF_maintenance nn Temporal Discontinuties 10.051511 -0.026167 1.573165 7.666712 9.206709 6.474284 5.942433 8.939021 10.051511

Antenna 65: 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
65 3 RF_maintenance ee Power 3.522110 -0.631402 0.101233 3.522110 3.082072 1.492816 0.699030 1.461979 1.884024

Antenna 65: 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
65 3 RF_maintenance ee Power 8.840310 0.043297 0.726943 8.840310 6.752381 1.210091 0.227196 -3.135226 -2.096738

Antenna 65: 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
65 3 RF_maintenance ee Power 9.591799 0.605557 1.295792 9.591799 7.696540 3.564549 1.962319 -4.060809 -3.188230

Antenna 65: 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
65 3 RF_maintenance ee Temporal Variability 54.166891 1.033884 1.163236 6.456565 5.547830 54.166891 44.386363 -2.627944 -0.934289
In [ ]: