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 = "59"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 59 Report

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

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

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

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

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

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

df = pd.DataFrame(to_show)

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

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

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

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

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

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

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

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

Antenna 59, Node N05:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459976 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.094348 0.610704 9.859610 1.537594 9.160633 2.328329 1.758476 6.514338 0.0430 0.6397 0.5010 nan nan
2459975 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.291963 0.661201 10.070638 1.477289 10.268673 1.459585 -0.066372 4.077934 0.0419 0.6366 0.5045 nan nan
2459974 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.527637 0.615912 10.274252 0.800574 10.292179 2.494834 0.438600 7.626812 0.0437 0.6393 0.5124 nan nan
2459973 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.941284 0.493068 10.366628 1.527933 7.341597 2.335510 -0.105226 5.406837 0.0476 0.6574 0.5273 nan nan
2459972 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.078464 0.591386 9.820781 0.959266 11.746137 3.230426 2.481784 7.143275 0.0463 0.6363 0.5109 nan nan
2459971 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 9.875819 0.657983 9.266505 0.978597 11.070734 2.136896 -0.030767 5.410459 0.0462 0.6422 0.5119 nan nan
2459970 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.880982 0.700902 9.642133 0.987723 10.366661 1.601794 0.744364 5.067421 0.0444 0.6394 0.5136 nan nan
2459969 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.446822 0.690776 9.306403 0.773994 9.642982 2.446057 0.388749 5.899785 0.0486 0.6504 0.5252 nan nan
2459968 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 5.744090 -0.025843 10.221248 0.930758 14.356051 2.425603 6.091743 1.337903 0.0579 0.7623 0.5839 nan nan
2459967 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.815719 1.131914 10.278837 0.975572 11.522313 1.578243 0.021706 1.894124 0.0467 0.6415 0.5153 nan nan
2459966 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.692869 1.357191 9.660678 1.004553 11.481540 1.914853 0.611358 2.542786 0.0450 0.6344 0.5074 nan nan
2459965 RF_maintenance 100.00% 97.24% 0.00% 0.00% - - 10.819075 0.910688 9.605433 1.604602 8.357668 2.005228 1.256944 2.150405 0.0542 0.6384 0.5015 nan nan
2459964 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.296578 0.864225 10.111010 1.105797 9.575207 1.202134 6.470758 2.332610 0.0500 0.7033 0.5437 nan nan
2459963 RF_maintenance 100.00% 88.64% 0.00% 0.00% - - 11.676817 -0.117126 11.231196 0.499764 3.130568 0.631691 3.143472 0.907496 0.0901 0.7293 0.5464 nan nan
2459962 RF_maintenance 100.00% 99.19% 0.00% 0.00% - - 11.606409 0.102443 11.330183 1.368421 8.170353 5.297156 2.448308 2.234419 0.0572 0.6935 0.5544 nan nan
2459961 RF_maintenance 100.00% 98.05% 0.00% 0.00% - - 10.068700 -0.519237 9.839717 2.030199 12.257433 0.911972 5.520937 2.293612 0.0594 0.7581 0.5754 nan nan
2459960 RF_maintenance 100.00% 97.13% 0.00% 0.00% - - 11.370604 0.517273 9.547570 2.056704 10.092955 0.849546 2.817724 6.063141 0.0617 0.6664 0.4752 nan nan
2459959 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.324375 0.624709 10.454973 2.502873 9.085094 0.884347 0.033696 7.135233 0.0468 0.6388 0.5184 nan nan
2459958 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.122590 0.850048 9.063273 1.963455 9.592530 1.302665 0.413932 8.116971 0.0431 0.6472 0.4870 nan nan
2459957 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.429951 0.682436 9.778947 2.407029 11.221488 1.193840 1.619813 13.353742 0.0434 0.6334 0.5073 nan nan
2459956 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.117537 -0.769946 9.734243 2.589782 10.363222 1.144312 7.209677 4.408143 0.0434 0.6716 0.5262 nan nan
2459955 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 9.455410 0.618981 8.586891 1.658552 10.054156 1.386253 -0.047000 7.596724 0.0406 0.6307 0.5101 nan nan
2459954 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 6.894909 0.744078 5.594929 2.291443 28.061303 1.538173 186.494159 11.840929 0.0484 0.6317 0.5220 nan nan
2459953 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 6.865997 0.653806 8.342848 2.492197 16.824453 0.843519 71.481413 6.856927 0.0467 0.6475 0.5306 nan nan
2459952 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.515496 0.837984 9.556154 1.826492 8.357782 1.298606 1.979855 14.427883 0.0450 0.6540 0.5312 nan nan
2459951 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 9.777258 0.728493 10.570607 2.101534 7.578097 2.385267 0.773021 11.196006 0.0501 0.6664 0.5387 nan nan
2459950 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.572375 0.856668 10.464329 1.333431 9.746364 2.797137 -0.187663 3.493622 0.0437 0.6590 0.5371 nan nan
2459949 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.646633 0.680814 10.457419 1.688780 8.461236 1.992855 0.845678 7.081384 0.0486 0.6470 0.5263 nan nan
2459948 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.856420 0.942718 12.342428 1.875264 7.838076 2.762405 2.223766 3.973391 0.0589 0.6871 0.5445 nan nan
2459947 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.288137 0.672281 9.497276 1.327022 7.469255 3.995019 6.014756 2.379536 0.0526 0.6790 0.5381 nan nan
2459946 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.461976 3.900941 8.717988 1.438411 10.534277 1.969527 2.803489 13.901692 0.0447 0.6507 0.5291 nan nan
2459945 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.174192 3.444692 8.611610 1.203241 8.566554 1.969151 1.501620 9.003680 0.0499 0.6562 0.5287 nan nan
2459944 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 9.873261 3.402213 8.983623 1.317388 7.838026 1.889217 0.576858 6.570257 0.0471 0.6620 0.5302 nan nan
2459943 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 9.087184 2.941842 9.022406 1.057790 6.615210 2.954047 -0.167652 6.821744 0.0500 0.6658 0.5361 nan nan
2459942 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.276425 3.999276 8.862072 0.567661 8.605084 2.854833 1.570889 6.923282 0.0534 0.6596 0.5287 nan nan
2459941 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.646437 0.904212 8.057577 0.796010 8.183655 2.719967 1.002074 11.147163 0.0455 0.6589 0.5375 nan nan
2459940 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.569741 0.784129 8.496579 1.284941 7.709342 3.297701 0.622088 13.641312 0.0463 0.6662 0.5376 nan nan
2459939 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.574194 0.794713 8.390458 1.083816 7.055759 3.192555 1.461780 12.499129 0.0467 0.6699 0.5439 nan nan
2459938 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.106019 0.771506 9.253156 1.034124 6.406411 2.446340 0.925211 12.714190 0.0502 0.6665 0.5470 nan nan
2459937 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.846714 0.610520 9.317025 1.282489 7.304385 2.326364 3.237412 6.769908 0.0560 0.6944 0.5525 nan nan
2459936 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.127042 -0.187085 11.556405 1.478756 8.493243 2.706774 6.815368 1.871155 0.0621 0.7973 0.5972 nan nan
2459935 RF_maintenance 100.00% 99.95% 0.00% 0.00% - - 10.342711 0.803938 7.818095 0.587081 8.777864 2.322402 1.173920 7.604324 0.0463 0.6611 0.5256 nan nan
2459934 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 13.654028 0.935361 9.003765 0.929006 8.486433 3.188230 0.535124 7.359708 0.0496 0.6824 0.5382 nan nan
2459933 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.289780 0.828671 9.520057 0.981946 8.399575 2.420764 1.439912 6.503926 0.0525 0.6771 0.5390 nan nan
2459932 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 13.118479 0.800360 9.406670 0.896679 3.775245 3.388201 3.575409 21.567557 0.0560 0.6183 0.4821 nan nan
2459931 RF_maintenance 100.00% 98.27% 0.00% 0.00% - - 12.621306 0.846053 10.092252 0.978884 6.602912 2.189496 0.731841 6.431037 0.0606 0.6904 0.5399 nan nan
2459930 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.539563 0.707805 8.085687 0.469923 6.376353 2.010123 1.031671 7.603527 0.0512 0.6853 0.5420 nan nan
2459929 RF_maintenance 100.00% 89.16% 0.00% 0.00% - - 6.448808 -0.556911 11.031288 0.769077 1.573092 0.339485 1.762261 0.878452 0.1009 0.7874 0.5852 nan nan
2459928 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.009954 0.675713 9.716903 0.748692 8.554699 2.754363 1.135659 2.758881 0.0467 0.6529 0.5399 nan nan
2459927 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.117989 0.780885 9.110566 0.295656 3.326098 0.463332 1.046795 3.685322 0.0643 0.6102 0.4788 nan nan
2459926 RF_maintenance 100.00% 96.49% 0.00% 0.00% - - 9.627981 -0.130325 8.208361 0.526278 1.050035 0.118856 0.766444 0.814344 0.0788 0.8024 0.6057 nan nan
2459925 RF_maintenance 100.00% 99.95% 0.00% 0.00% - - 7.499023 -0.943442 11.216535 1.355345 4.698435 1.285537 3.023882 0.742536 0.0819 0.7592 0.5749 nan nan
2459924 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.105152 0.257235 10.531173 1.018614 7.022757 1.638547 1.968049 2.398213 0.0482 0.6915 0.5476 nan nan
2459923 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 12.032983 0.483804 9.609634 0.984424 5.827340 1.258713 2.458039 1.476117 0.0657 0.7301 0.5721 nan nan
2459922 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.802322 0.495898 7.403260 1.160694 9.752986 3.013936 0.373692 2.060323 0.0469 0.6847 0.5420 nan nan
2459921 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.188557 0.389654 7.304394 1.109616 6.971671 2.545376 0.980431 8.265573 0.0474 0.6761 0.5284 nan nan
2459919 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459918 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 12.411851 0.504422 8.639481 0.935934 6.813839 3.016231 2.195424 6.939425 0.0498 0.6930 0.5546 nan nan
2459917 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.508143 0.296151 8.851292 1.413908 5.079928 0.653607 1.093013 6.410537 0.0462 0.7190 0.5940 nan nan
2459916 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.601959 0.548710 8.355277 0.257394 7.202580 3.227049 0.857299 8.942594 0.0526 0.6929 0.5601 nan nan
2459915 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 11.375662 0.342406 10.464917 1.255457 7.720736 4.402437 4.197055 3.223117 0.0614 0.7229 0.5649 nan nan
2459914 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 12.087021 0.293378 10.523822 0.655576 8.494371 2.720949 7.064755 2.212685 0.0564 0.7473 0.5834 nan nan
2459913 RF_maintenance 100.00% 99.95% 0.00% 0.00% - - 12.344243 0.900961 9.347869 1.965923 8.893598 3.074997 5.955269 11.787978 0.0486 0.6888 0.5524 nan nan
2459912 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 10.216267 0.819569 7.797544 1.279529 8.692743 1.917701 1.233524 12.075689 0.0506 0.6861 0.5457 nan nan
2459911 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.774329 0.630744 8.324746 1.084659 8.437068 2.976812 1.501810 6.640163 0.0486 0.6842 0.5455 nan nan
2459910 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.264745 0.585961 8.765592 1.539037 8.619594 3.591002 0.653812 5.073282 0.0481 0.6864 0.5455 nan nan
2459909 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.777925 0.648446 8.515610 1.550636 7.364105 3.228942 0.630515 7.830523 0.0464 0.6850 0.5467 nan nan
2459908 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.354343 0.722681 8.184625 1.481008 6.322586 1.838516 1.645988 8.468414 0.0520 0.6933 0.5472 nan nan
2459907 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.122843 0.886516 8.311769 0.934078 6.717843 3.094061 0.798394 7.107776 0.0574 0.6918 0.5470 nan nan
2459906 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.126590 0.658361 9.267418 1.568868 7.798948 3.322642 1.076550 11.643043 0.0518 0.6820 0.5452 nan nan
2459905 digital_ok 100.00% 100.00% 100.00% 0.00% - - 10.448552 0.617938 8.570394 1.073431 12.237330 2.555369 0.568860 7.954642 0.0316 0.0527 0.0277 nan nan
2459904 digital_ok 100.00% 100.00% 91.19% 0.00% - - 10.178464 10.369789 9.372582 10.026462 8.844003 9.378822 1.386202 2.035188 0.0325 0.0706 0.0278 nan nan
2459903 digital_ok 100.00% 100.00% 60.49% 0.00% - - 11.097676 11.473113 9.715805 10.326853 7.094988 7.297873 3.035960 3.831609 0.0433 0.2183 0.1387 nan nan
2459902 digital_ok 100.00% 100.00% 49.22% 0.00% - - 12.434369 12.299104 9.698035 10.161050 7.605637 7.499387 0.403184 0.613569 0.0490 0.2311 0.1442 nan nan
2459901 digital_ok 100.00% 100.00% 62.63% 0.00% - - 12.576501 12.484849 8.643549 9.249078 6.934284 6.605996 1.096646 1.589205 0.0508 0.2184 0.1326 nan nan
2459900 digital_ok 100.00% 100.00% 72.44% 0.00% - - 11.586720 13.174004 9.609759 10.278505 8.763594 6.933603 0.338105 0.919943 0.0458 0.1983 0.1255 nan nan
2459898 digital_ok 100.00% 100.00% 61.31% 0.00% - - 10.160451 10.813222 9.052489 9.754608 8.295059 8.620250 4.203544 2.940755 0.0441 0.2140 0.1464 nan nan
2459897 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.871833 10.190072 8.616481 9.466448 9.324033 9.293106 0.743175 1.366143 0.0307 0.0505 0.0143 nan nan
2459896 digital_ok 100.00% 100.00% 100.00% 0.00% - - 10.336633 10.735214 9.388452 10.044898 9.833744 9.912524 0.661277 1.023853 0.0294 0.0484 0.0136 nan nan
2459895 digital_ok 100.00% 100.00% 29.30% 0.00% - - 12.745451 12.503371 11.585061 11.979873 10.074397 9.717152 6.035814 3.855911 0.0479 0.3197 0.1806 nan nan
2459894 digital_ok 100.00% 100.00% 64.00% 0.00% - - 11.901011 12.620430 8.345332 9.116233 9.780014 9.870649 3.613833 3.951203 0.0433 0.2203 0.1248 nan nan
2459893 digital_ok 100.00% 100.00% 64.43% 0.00% - - 11.985611 12.592241 8.383359 9.145455 8.119300 8.573232 1.313188 1.794795 0.0470 0.2167 0.1377 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.495957 3.752697 -0.918825 1.078997 1.426285 0.215248 26.601245 14.403590 0.6838 0.6910 0.3681 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.676215 3.452067 -0.958824 1.030391 0.061053 0.745218 2.462111 4.652311 0.6809 0.6830 0.3738 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.172174 3.513186 -1.633992 0.131879 4.577784 1.215567 49.312259 30.453864 0.6512 0.6800 0.3688 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.909399 5.538661 -1.700649 0.170169 8.764738 0.945584 15.085967 11.409717 0.6770 0.6822 0.3651 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.214065 4.560431 -0.839032 1.081332 8.778304 0.713599 12.457213 12.945061 0.6871 0.7004 0.3599 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.165427 5.504470 -0.696093 0.934210 4.083241 1.133015 39.911209 32.256004 0.6864 0.6810 0.3683 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.148841 4.957675 -0.628676 1.162741 0.023111 0.413242 1.673670 2.862190 0.7662 0.7491 0.3156 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 18.673605 5.687216 2.192555 3.243127 11.773032 2.101266 68.252611 13.089247 0.7031 0.7244 0.3350 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - 11.772312 4.206682 -0.859407 0.895680 5.388664 -0.193632 123.989544 20.782454 0.6508 0.6768 0.3774 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 22.920572 6.681369 5.081067 0.125683 4.372985 0.698494 315.948331 67.889835 0.6431 0.6880 0.3633 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - 50.104761 8.776363 4.122672 3.381076 4.224181 1.580711 40.671375 39.920529 0.6297 0.6886 0.3580 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 28.215852 5.599788 6.355971 0.119909 8.972738 0.405466 54.681722 17.003207 0.6672 0.7324 0.3138 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 16.981138 8.616047 4.543848 0.287735 7.111432 0.858117 140.727773 51.032544 0.6545 0.6817 0.3753 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.864308 2.741699 -0.528269 1.037192 0.774668 0.868232 15.767572 4.780868 0.6671 0.6791 0.3958 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 33.685584 7.193185 6.687899 0.371347 4.375752 1.420067 30.930360 64.322973 0.5992 0.6845 0.3873 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.630463 5.848312 1.427183 4.429150 24.240071 1.336716 52.789766 8.911840 0.6777 0.6826 0.3777 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.679298 7.873988 1.978849 4.176568 8.427066 1.290052 103.667667 24.933401 0.6877 0.7029 0.3832 nan nan
2459874 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 31.508687 9.515269 1.121121 1.957468 11.106455 1.521864 70.754013 11.295571 0.6576 0.6766 0.3758 nan nan
2459873 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 44.184611 5.865128 4.340407 -0.264776 2.893506 0.902472 5.033104 14.678896 0.6265 0.6756 0.3564 nan nan
2459872 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 22.222934 12.594723 5.966079 0.790190 6.588111 6.326885 3.849571 7.493918 0.6589 0.6660 0.3670 nan nan
2459871 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 14.878328 15.728108 5.891466 1.792797 8.165827 7.799371 12.211704 34.020454 0.6691 0.6450 0.3570 nan nan
2459870 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 31.278519 21.743216 4.527714 0.926888 3.721819 0.967526 2.844132 6.826344 0.6692 0.6627 0.3467 nan nan
2459869 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.707640 19.783236 1.122080 3.766662 4.933800 2.503379 10.224295 9.139321 0.7115 0.6803 0.3557 nan nan
2459868 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 40.582475 7.807995 6.103741 -0.114460 4.488019 3.739598 15.919398 28.000630 0.6345 0.6783 0.3735 nan nan
2459867 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 33.553926 5.385534 5.355625 -0.300764 2.976811 0.164865 0.782694 1.197260 0.6319 0.6814 0.3662 nan nan
2459866 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 29.996868 9.280233 4.541576 0.431847 6.393251 3.864548 9.585122 26.936328 0.6574 0.6753 0.3641 nan nan
2459865 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.807123 5.688323 1.976418 7.185232 4.132449 0.720188 25.722339 5.814846 0.7302 0.7106 0.3447 nan nan
2459864 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 50.450052 6.842178 2.077257 -1.089873 3.677281 0.449751 5.471731 12.050349 0.6343 0.6813 0.3855 nan nan
2459863 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 24.406391 5.381905 -0.810319 0.508891 5.804978 3.713988 19.278061 18.066216 0.6490 0.6660 0.3764 nan nan
2459862 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.631815 10.328683 0.676779 0.657894 4.714494 3.801800 21.662981 14.692303 0.6836 0.6915 0.3902 nan nan
2459861 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 25.855451 1.532222 -0.720041 0.810004 0.120019 1.529031 2.064155 3.220936 0.6349 0.6900 0.3906 nan nan
2459860 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 21.904884 2.282970 1.054804 0.774635 7.286083 0.971598 3.163818 2.950127 0.6686 0.6839 0.3832 nan nan
2459859 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.057258 1.844305 -0.742431 1.024146 -0.010641 1.563357 5.703602 7.834898 0.6635 0.6850 0.3827 nan nan
2459858 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 27.201683 1.551202 -0.791642 0.865188 0.291481 2.403911 3.708576 5.056602 0.6547 0.6945 0.3951 2.483735 2.420656
2459857 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.431043 -0.630875 -1.325867 -0.642617 1.134683 0.733186 -0.612285 1.017405 0.0288 0.0266 0.0013 nan nan
2459856 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 36.872522 4.123114 1.390223 1.187818 2.715057 0.874903 4.353870 6.058571 0.6456 0.7049 0.3876 2.617801 2.510649
2459855 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 36.769955 5.263141 1.362815 0.624491 1.049044 1.398526 2.532185 3.828587 0.6363 0.7165 0.4213 2.664733 2.585901
2459854 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 43.721341 4.703118 1.820185 0.095387 0.915799 0.913826 1.051646 1.714877 0.6480 0.7450 0.4263 2.443960 2.630338
2459853 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.645108 3.140462 2.434389 0.250182 2.991383 0.566680 4.194870 5.984501 0.6741 0.6953 0.3995 2.703891 2.743787
2459852 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.368184 3.246582 2.186928 0.127206 5.347286 0.468716 5.050586 0.591528 0.7842 0.8461 0.2432 5.201215 4.633717
2459851 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.408526 1.992630 2.651270 0.392886 7.762365 1.898464 5.350345 3.116609 0.7071 0.7542 0.3358 2.799971 2.907872
2459850 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.038955 3.197912 2.226979 0.241278 3.710470 0.146991 2.885598 2.037742 0.0457 0.0488 0.0014 1.182413 1.178893
2459849 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 38.165788 3.916434 5.994384 1.500904 3.409707 1.421007 6.934457 9.013549 0.0469 0.0544 0.0014 1.173547 1.169185
2459848 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.505006 3.267827 1.917040 2.352809 3.438660 -0.004557 4.790111 4.921548 0.0508 0.0543 0.0018 1.201411 1.201962
2459847 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.772840 3.457578 2.228304 1.715500 4.486032 1.567689 5.637892 4.807589 0.0408 0.0492 0.0015 1.159278 1.157740
2459846 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.210792 3.531416 1.010270 1.399444 4.948944 2.089112 4.175592 3.060530 0.0527 0.0555 0.0026 1.169073 1.178312
2459845 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.526629 5.538594 2.335410 2.737583 3.733709 1.254090 22.658554 10.241235 0.7171 0.7530 0.3493 4.915205 5.549201
2459844 digital_maintenance 100.00% 100.00% 100.00% 0.00% - - 4.262356 1.219994 6.765837 1.487968 1.107066 1.292099 -0.687745 0.549580 0.0288 0.0259 0.0021 nan nan
2459843 digital_maintenance 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 1.270081 19.158184 10.781159 -0.029407 3.770363 1.333786 4.581501 24.254117 0.7635 0.7336 0.3715 4.834336 3.320700

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 59: 2459976

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.094348 0.610704 11.094348 1.537594 9.859610 2.328329 9.160633 6.514338 1.758476

Antenna 59: 2459975

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.291963 11.291963 0.661201 10.070638 1.477289 10.268673 1.459585 -0.066372 4.077934

Antenna 59: 2459974

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.527637 10.527637 0.615912 10.274252 0.800574 10.292179 2.494834 0.438600 7.626812

Antenna 59: 2459973

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.941284 10.941284 0.493068 10.366628 1.527933 7.341597 2.335510 -0.105226 5.406837

Antenna 59: 2459972

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Variability 11.746137 10.078464 0.591386 9.820781 0.959266 11.746137 3.230426 2.481784 7.143275

Antenna 59: 2459971

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Variability 11.070734 9.875819 0.657983 9.266505 0.978597 11.070734 2.136896 -0.030767 5.410459

Antenna 59: 2459970

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.880982 0.700902 10.880982 0.987723 9.642133 1.601794 10.366661 5.067421 0.744364

Antenna 59: 2459969

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.446822 11.446822 0.690776 9.306403 0.773994 9.642982 2.446057 0.388749 5.899785

Antenna 59: 2459968

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Variability 14.356051 5.744090 -0.025843 10.221248 0.930758 14.356051 2.425603 6.091743 1.337903

Antenna 59: 2459967

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Variability 11.522313 10.815719 1.131914 10.278837 0.975572 11.522313 1.578243 0.021706 1.894124

Antenna 59: 2459966

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.692869 1.357191 11.692869 1.004553 9.660678 1.914853 11.481540 2.542786 0.611358

Antenna 59: 2459965

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.819075 0.910688 10.819075 1.604602 9.605433 2.005228 8.357668 2.150405 1.256944

Antenna 59: 2459962

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.606409 0.102443 11.606409 1.368421 11.330183 5.297156 8.170353 2.234419 2.448308

Antenna 59: 2459961

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Variability 12.257433 -0.519237 10.068700 2.030199 9.839717 0.911972 12.257433 2.293612 5.520937

Antenna 59: 2459960

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.370604 0.517273 11.370604 2.056704 9.547570 0.849546 10.092955 6.063141 2.817724

Antenna 59: 2459959

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.324375 11.324375 0.624709 10.454973 2.502873 9.085094 0.884347 0.033696 7.135233

Antenna 59: 2459958

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.122590 0.850048 11.122590 1.963455 9.063273 1.302665 9.592530 8.116971 0.413932

Antenna 59: 2459957

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 13.353742 0.682436 10.429951 2.407029 9.778947 1.193840 11.221488 13.353742 1.619813

Antenna 59: 2459956

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.117537 -0.769946 11.117537 2.589782 9.734243 1.144312 10.363222 4.408143 7.209677

Antenna 59: 2459955

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Variability 10.054156 9.455410 0.618981 8.586891 1.658552 10.054156 1.386253 -0.047000 7.596724

Antenna 59: 2459954

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Discontinuties 186.494159 0.744078 6.894909 2.291443 5.594929 1.538173 28.061303 11.840929 186.494159

Antenna 59: 2459953

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Temporal Discontinuties 71.481413 0.653806 6.865997 2.492197 8.342848 0.843519 16.824453 6.856927 71.481413

Antenna 59: 2459952

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 14.427883 0.837984 11.515496 1.826492 9.556154 1.298606 8.357782 14.427883 1.979855

Antenna 59: 2459951

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 11.196006 0.728493 9.777258 2.101534 10.570607 2.385267 7.578097 11.196006 0.773021

Antenna 59: 2459950

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.572375 0.856668 11.572375 1.333431 10.464329 2.797137 9.746364 3.493622 -0.187663

Antenna 59: 2459949

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.646633 11.646633 0.680814 10.457419 1.688780 8.461236 1.992855 0.845678 7.081384

Antenna 59: 2459948

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Power 12.342428 10.856420 0.942718 12.342428 1.875264 7.838076 2.762405 2.223766 3.973391

Antenna 59: 2459947

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.288137 0.672281 11.288137 1.327022 9.497276 3.995019 7.469255 2.379536 6.014756

Antenna 59: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 13.901692 3.900941 10.461976 1.438411 8.717988 1.969527 10.534277 13.901692 2.803489

Antenna 59: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.174192 3.444692 10.174192 1.203241 8.611610 1.969151 8.566554 9.003680 1.501620

Antenna 59: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 9.873261 9.873261 3.402213 8.983623 1.317388 7.838026 1.889217 0.576858 6.570257

Antenna 59: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 9.087184 2.941842 9.087184 1.057790 9.022406 2.954047 6.615210 6.821744 -0.167652

Antenna 59: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.276425 3.999276 11.276425 0.567661 8.862072 2.854833 8.605084 6.923282 1.570889

Antenna 59: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 11.147163 0.904212 10.646437 0.796010 8.057577 2.719967 8.183655 11.147163 1.002074

Antenna 59: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 13.641312 0.784129 10.569741 1.284941 8.496579 3.297701 7.709342 13.641312 0.622088

Antenna 59: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 12.499129 0.794713 10.574194 1.083816 8.390458 3.192555 7.055759 12.499129 1.461780

Antenna 59: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 12.714190 0.771506 10.106019 1.034124 9.253156 2.446340 6.406411 12.714190 0.925211

Antenna 59: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.846714 10.846714 0.610520 9.317025 1.282489 7.304385 2.326364 3.237412 6.769908

Antenna 59: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Power 11.556405 10.127042 -0.187085 11.556405 1.478756 8.493243 2.706774 6.815368 1.871155

Antenna 59: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.342711 0.803938 10.342711 0.587081 7.818095 2.322402 8.777864 7.604324 1.173920

Antenna 59: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 13.654028 13.654028 0.935361 9.003765 0.929006 8.486433 3.188230 0.535124 7.359708

Antenna 59: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.289780 0.828671 11.289780 0.981946 9.520057 2.420764 8.399575 6.503926 1.439912

Antenna 59: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 21.567557 0.800360 13.118479 0.896679 9.406670 3.388201 3.775245 21.567557 3.575409

Antenna 59: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 12.621306 12.621306 0.846053 10.092252 0.978884 6.602912 2.189496 0.731841 6.431037

Antenna 59: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.539563 10.539563 0.707805 8.085687 0.469923 6.376353 2.010123 1.031671 7.603527

Antenna 59: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Power 11.031288 -0.556911 6.448808 0.769077 11.031288 0.339485 1.573092 0.878452 1.762261

Antenna 59: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.009954 0.675713 10.009954 0.748692 9.716903 2.754363 8.554699 2.758881 1.135659

Antenna 59: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.117989 0.780885 11.117989 0.295656 9.110566 0.463332 3.326098 3.685322 1.046795

Antenna 59: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 9.627981 -0.130325 9.627981 0.526278 8.208361 0.118856 1.050035 0.814344 0.766444

Antenna 59: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Power 11.216535 7.499023 -0.943442 11.216535 1.355345 4.698435 1.285537 3.023882 0.742536

Antenna 59: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.105152 11.105152 0.257235 10.531173 1.018614 7.022757 1.638547 1.968049 2.398213

Antenna 59: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 12.032983 0.483804 12.032983 0.984424 9.609634 1.258713 5.827340 1.476117 2.458039

Antenna 59: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.802322 0.495898 10.802322 1.160694 7.403260 3.013936 9.752986 2.060323 0.373692

Antenna 59: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 59: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.188557 0.389654 10.188557 1.109616 7.304394 2.545376 6.971671 8.265573 0.980431

Antenna 59: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 59: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 12.411851 0.504422 12.411851 0.935934 8.639481 3.016231 6.813839 6.939425 2.195424

Antenna 59: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.508143 0.296151 10.508143 1.413908 8.851292 0.653607 5.079928 6.410537 1.093013

Antenna 59: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 10.601959 10.601959 0.548710 8.355277 0.257394 7.202580 3.227049 0.857299 8.942594

Antenna 59: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 11.375662 11.375662 0.342406 10.464917 1.255457 7.720736 4.402437 4.197055 3.223117

Antenna 59: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 12.087021 12.087021 0.293378 10.523822 0.655576 8.494371 2.720949 7.064755 2.212685

Antenna 59: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance ee Shape 12.344243 0.900961 12.344243 1.965923 9.347869 3.074997 8.893598 11.787978 5.955269

Antenna 59: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 RF_maintenance nn Temporal Discontinuties 12.075689 0.819569 10.216267 1.279529 7.797544 1.917701 8.692743 12.075689 1.233524

Antenna 59: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 9.774329 0.630744 9.774329 1.084659 8.324746 2.976812 8.437068 6.640163 1.501810

Antenna 59: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 10.264745 0.585961 10.264745 1.539037 8.765592 3.591002 8.619594 5.073282 0.653812

Antenna 59: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 10.777925 0.648446 10.777925 1.550636 8.515610 3.228942 7.364105 7.830523 0.630515

Antenna 59: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 11.354343 11.354343 0.722681 8.184625 1.481008 6.322586 1.838516 1.645988 8.468414

Antenna 59: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 11.122843 0.886516 11.122843 0.934078 8.311769 3.094061 6.717843 7.107776 0.798394

Antenna 59: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Temporal Discontinuties 11.643043 0.658361 11.126590 1.568868 9.267418 3.322642 7.798948 11.643043 1.076550

Antenna 59: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Variability 12.237330 0.617938 10.448552 1.073431 8.570394 2.555369 12.237330 7.954642 0.568860

Antenna 59: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 10.369789 10.369789 10.178464 10.026462 9.372582 9.378822 8.844003 2.035188 1.386202

Antenna 59: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 11.473113 11.473113 11.097676 10.326853 9.715805 7.297873 7.094988 3.831609 3.035960

Antenna 59: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 12.434369 12.434369 12.299104 9.698035 10.161050 7.605637 7.499387 0.403184 0.613569

Antenna 59: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 12.576501 12.576501 12.484849 8.643549 9.249078 6.934284 6.605996 1.096646 1.589205

Antenna 59: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 13.174004 11.586720 13.174004 9.609759 10.278505 8.763594 6.933603 0.338105 0.919943

Antenna 59: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 10.813222 10.813222 10.160451 9.754608 9.052489 8.620250 8.295059 2.940755 4.203544

Antenna 59: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 10.190072 10.190072 9.871833 9.466448 8.616481 9.293106 9.324033 1.366143 0.743175

Antenna 59: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 10.735214 10.735214 10.336633 10.044898 9.388452 9.912524 9.833744 1.023853 0.661277

Antenna 59: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 12.745451 12.745451 12.503371 11.585061 11.979873 10.074397 9.717152 6.035814 3.855911

Antenna 59: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 12.620430 12.620430 11.901011 9.116233 8.345332 9.870649 9.780014 3.951203 3.613833

Antenna 59: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 12.592241 11.985611 12.592241 8.383359 9.145455 8.119300 8.573232 1.313188 1.794795

Antenna 59: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 26.601245 3.752697 1.495957 1.078997 -0.918825 0.215248 1.426285 14.403590 26.601245

Antenna 59: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Temporal Discontinuties 4.652311 0.676215 3.452067 -0.958824 1.030391 0.061053 0.745218 2.462111 4.652311

Antenna 59: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 49.312259 3.513186 12.172174 0.131879 -1.633992 1.215567 4.577784 30.453864 49.312259

Antenna 59: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 15.085967 5.909399 5.538661 -1.700649 0.170169 8.764738 0.945584 15.085967 11.409717

Antenna 59: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Temporal Discontinuties 12.945061 4.560431 6.214065 1.081332 -0.839032 0.713599 8.778304 12.945061 12.457213

Antenna 59: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 39.911209 5.504470 2.165427 0.934210 -0.696093 1.133015 4.083241 32.256004 39.911209

Antenna 59: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Shape 4.957675 1.148841 4.957675 -0.628676 1.162741 0.023111 0.413242 1.673670 2.862190

Antenna 59: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 68.252611 5.687216 18.673605 3.243127 2.192555 2.101266 11.773032 13.089247 68.252611

Antenna 59: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 123.989544 4.206682 11.772312 0.895680 -0.859407 -0.193632 5.388664 20.782454 123.989544

Antenna 59: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 315.948331 6.681369 22.920572 0.125683 5.081067 0.698494 4.372985 67.889835 315.948331

Antenna 59: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Shape 50.104761 8.776363 50.104761 3.381076 4.122672 1.580711 4.224181 39.920529 40.671375

Antenna 59: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 54.681722 5.599788 28.215852 0.119909 6.355971 0.405466 8.972738 17.003207 54.681722

Antenna 59: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 140.727773 8.616047 16.981138 0.287735 4.543848 0.858117 7.111432 51.032544 140.727773

Antenna 59: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 15.767572 2.741699 1.864308 1.037192 -0.528269 0.868232 0.774668 4.780868 15.767572

Antenna 59: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
59 N05 digital_ok nn Temporal Discontinuties 64.322973 7.193185 33.685584 0.371347 6.687899 1.420067 4.375752 64.322973 30.930360

Antenna 59: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 52.789766 12.630463 5.848312 1.427183 4.429150 24.240071 1.336716 52.789766 8.911840

Antenna 59: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_ok ee Temporal Discontinuties 103.667667 12.679298 7.873988 1.978849 4.176568 8.427066 1.290052 103.667667 24.933401

Antenna 59: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_maintenance ee Temporal Discontinuties 70.754013 31.508687 9.515269 1.121121 1.957468 11.106455 1.521864 70.754013 11.295571

Antenna 59: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
59 N05 digital_maintenance ee Shape 44.184611 44.184611 5.865128 4.340407 -0.264776 2.893506 0.902472 5.033104 14.678896
In [ ]: