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 = "240"
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 240 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 158 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 155 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 240, Node N19:

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)
2459975 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.627373 0.856827 1.366964 1.794970 0.966748 1.770516 3.329324 3.530831 0.5959 0.6214 0.3856 nan nan
2459974 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 26.751349 45.932787 0.369669 0.642785 3.654249 4.630578 38.772278 28.293786 0.4710 0.4069 0.2459 nan nan
2459973 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 26.401806 48.334438 0.622438 0.778051 4.013933 5.533285 41.452852 27.491139 0.4663 0.3980 0.2473 nan nan
2459972 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 26.984043 49.547299 0.569135 0.964607 5.284983 10.859669 5.335759 7.422557 0.4742 0.4124 0.2759 nan nan
2459971 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 27.012668 49.134808 0.444876 0.892985 4.360565 7.804958 6.824859 18.026998 0.4701 0.3973 0.2602 nan nan
2459970 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 27.488384 51.386897 1.058664 1.153679 5.059057 6.847046 18.475524 13.043664 0.4688 0.4029 0.2500 nan nan
2459969 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 30.163224 54.246684 0.193517 0.840386 7.600448 6.399396 17.043967 19.738535 0.4826 0.4036 0.2592 nan nan
2459968 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.070148 33.324730 0.243470 0.097144 1.337247 12.323433 1.801324 1.805806 0.6299 0.5640 0.2007 nan nan
2459967 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 31.800830 51.864683 -0.313523 1.196913 6.775335 10.122797 24.114479 9.153291 0.4708 0.4181 0.2480 nan nan
2459966 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 34.592568 55.160125 -0.432952 1.033049 4.623144 8.378255 5.327122 11.018607 0.4668 0.4046 0.2425 nan nan
2459965 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 32.068608 51.732534 -0.498344 0.907640 2.481274 5.076103 1.975959 7.226668 0.4717 0.4246 0.2256 nan nan
2459964 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 30.326316 52.873476 -0.636487 1.061051 2.912886 7.960011 2.283855 6.102734 0.5401 0.4786 0.2285 nan nan
2459963 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 19.413008 46.689303 1.990939 0.956105 3.513874 2.085233 1.185650 1.351161 0.5989 0.5244 0.1890 nan nan
2459962 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 28.804038 58.737435 -0.863171 1.082022 71.392233 5.083672 5.448985 1.005939 0.4978 0.4633 0.1904 nan nan
2459961 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 21.380917 59.018535 -0.668982 0.384682 7.260969 10.858054 6.738173 8.806658 0.6202 0.5535 0.1514 nan nan
2459960 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 35.212560 59.195044 -0.502753 1.019211 3.133593 5.644352 5.605543 5.160649 0.4871 0.4249 0.1986 nan nan
2459959 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 38.774928 64.471317 -0.670786 0.942978 2.716691 5.872332 11.838712 13.436068 0.4505 0.3922 0.2064 nan nan
2459958 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 36.053543 60.506223 -0.549749 1.030000 3.169425 6.879426 10.491363 8.715808 0.4489 0.3908 0.2159 nan nan
2459957 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 31.827210 50.486605 -0.536692 1.084489 3.678767 7.582833 14.173511 8.026725 0.4575 0.4095 0.2488 nan nan
2459956 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 25.313061 64.223764 -0.744796 0.809359 13.026424 7.091219 7.198102 3.345763 0.5267 0.4436 0.2086 nan nan
2459955 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 31.337054 48.520155 -0.276389 0.968673 3.264424 5.968355 24.874897 32.305402 0.4579 0.3947 0.2292 nan nan
2459954 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 34.206749 55.883639 -0.011544 1.150585 2.785436 6.834921 29.172480 14.136618 0.4602 0.3930 0.2422 nan nan
2459953 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 33.055190 52.807679 -0.046362 1.234134 14.627870 20.975332 21.513611 14.189952 0.4691 0.4025 0.2297 nan nan
2459952 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 32.449549 50.152944 0.886891 1.870790 2.968973 6.206474 30.526428 4.510234 0.4910 0.4181 0.2448 nan nan
2459951 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 26.387444 26.222398 0.269779 2.028758 4.045799 6.549179 115.177833 78.105379 0.4832 0.4495 0.2459 nan nan
2459950 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 33.198589 36.983664 0.105928 1.860409 8.377424 10.684448 114.503556 60.885166 0.4532 0.4115 0.2100 nan nan
2459949 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 29.597714 46.677042 0.363895 1.568080 4.393757 6.744751 11.745642 10.676742 0.4862 0.4071 0.2547 nan nan
2459948 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 31.079550 48.366954 -0.725729 1.496320 1.073849 4.814734 9.982970 8.763173 0.5070 0.4414 0.2435 nan nan
2459947 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.075467 42.181246 2.055873 1.051628 4.877383 6.049592 12.271603 3.299609 0.5417 0.4369 0.2692 nan nan
2459946 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 19.777941 48.101456 2.371736 1.050715 5.239593 7.683641 -0.922189 5.486255 0.4993 0.4180 0.2430 nan nan
2459945 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.864713 40.190331 1.879171 0.805822 4.810422 5.826662 44.725187 11.895634 0.4988 0.4210 0.2491 nan nan
2459944 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.053792 39.662177 2.069829 0.958985 3.694885 7.311778 17.024459 70.098215 0.5081 0.4398 0.2459 nan nan
2459943 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.699329 34.100419 2.202159 1.123694 5.790212 7.369023 55.331084 71.948512 0.4782 0.4182 0.2027 nan nan
2459942 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 19.212097 50.599288 2.210374 1.022017 4.237881 6.069380 3.030722 16.809488 0.5146 0.4149 0.2529 nan nan
2459941 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 19.563076 48.428674 2.253461 0.977001 3.792714 5.950940 -0.517452 6.145913 0.4930 0.4002 0.2503 nan nan
2459940 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.704564 48.652484 1.919215 0.702219 3.453403 5.534010 -1.713645 1.392969 0.5014 0.4079 0.2409 nan nan
2459939 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 17.598610 45.287496 1.870355 0.804693 3.503739 5.786386 8.652707 15.807979 0.5017 0.4137 0.2459 nan nan
2459938 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.853577 43.009949 2.136703 0.957747 3.199866 5.110644 5.060101 34.011773 0.5088 0.4106 0.2427 nan nan
2459937 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 18.325948 47.851363 2.105015 0.976307 3.540883 5.216200 0.915365 6.571676 0.5212 0.4408 0.2335 nan nan
2459936 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.044185 44.888028 2.962168 1.911127 3.917104 6.263676 3.637842 3.705044 0.6736 0.6037 0.1442 nan nan
2459935 RF_maintenance 100.00% 87.61% 87.61% 0.00% - - 24.622907 51.531142 2.233361 0.824992 5.796930 8.171401 -0.871693 2.360972 0.4240 0.3376 0.2005 nan nan
2459934 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 31.769178 62.618105 2.488115 1.139002 5.121774 6.241519 23.130951 26.868911 nan nan nan nan nan
2459933 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 26.137375 53.314422 2.719274 1.297801 4.544855 6.305159 3.222417 15.507326 nan nan nan nan nan
2459932 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 25.940063 54.188080 2.548769 1.048462 1.532158 1.922537 -2.142634 0.334948 nan nan nan nan nan
2459931 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 27.318036 53.574223 2.776179 1.565857 6.819200 5.206660 1.095406 8.355418 nan nan nan nan nan
2459930 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 24.676623 49.726382 2.325767 1.018997 7.511724 4.768885 7.487706 1.334805 nan nan nan nan nan
2459929 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.809891 30.370683 1.954163 0.269671 0.554430 4.738932 0.878671 0.600784 0.6397 0.5784 0.1232 nan nan
2459928 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 17.251216 39.538771 2.726144 1.514204 4.802674 6.689370 7.512094 9.579887 0.5077 0.4196 0.2593 nan nan
2459927 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 16.087975 38.687115 1.654657 0.692758 1.447554 3.916517 1.044297 0.731731 0.4498 0.3892 0.2139 nan nan
2459926 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.923899 35.192227 -0.502312 0.141143 0.569375 0.538163 -0.339663 -0.235140 0.6645 0.6345 0.1712 nan nan
2459925 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.080697 30.000193 2.209944 -0.050945 2.614456 6.134338 1.166301 2.178077 0.6763 0.5763 0.1929 nan nan
2459924 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.419228 42.936837 2.069613 0.704152 3.785279 7.901815 3.120262 27.101189 0.5184 0.4345 0.2451 nan nan
2459923 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.359461 40.072670 2.166918 1.020175 2.820506 4.200300 1.790550 0.581510 0.5694 0.5431 0.2128 nan nan
2459922 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 233.170306 233.653646 inf inf 4831.543584 4754.086383 4662.317822 4387.315833 nan nan nan 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% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan 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% 100.00% 0.00% - - 260.783806 260.114766 inf inf 3077.852001 3194.249219 4482.270249 3843.868480 nan nan nan nan nan
2459917 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459916 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459915 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459914 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459913 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459912 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459911 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459910 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 231.887672 232.084657 inf inf 4548.410628 4534.647989 4549.804130 4510.560538 nan nan nan nan nan
2459909 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 222.304304 221.861704 inf inf 3117.986101 3118.813084 5435.720264 5132.825149 nan nan nan nan nan
2459908 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459907 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459906 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459905 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459904 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459903 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459902 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459901 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459898 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459897 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 230.009121 230.173767 inf inf 6025.339000 6102.083577 11332.605841 11657.467799 nan nan nan nan nan
2459896 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459895 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 228.247312 227.479410 inf inf 6058.983786 6460.641973 830.131946 784.600735 nan nan nan nan nan
2459894 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459893 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459892 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 249.889357 250.118438 inf inf 6518.256555 6529.549063 7229.517718 7318.427249 nan nan nan nan nan
2459890 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 241.208745 241.166695 inf inf 6014.356198 5936.547844 5953.334779 5858.192144 nan nan nan nan nan
2459889 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 272.392668 273.609008 inf inf 7482.062702 7352.785218 10757.603711 10310.713788 nan nan nan nan nan
2459888 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459887 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459886 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459885 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459884 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 323.633502 323.310869 inf inf 5316.805333 5337.309773 18214.131350 18192.975393 nan nan nan nan nan
2459882 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 259.667643 260.484694 inf inf 12283.120808 11838.424230 19178.748016 17565.489524 nan nan nan nan nan
2459880 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 211.916966 212.129041 inf inf 3479.895032 3491.943880 8545.517531 8610.240860 nan nan nan nan nan
2459878 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 320.757607 320.784458 inf inf 9059.280887 9061.876703 32165.447181 32214.269544 nan nan nan nan nan
2459839 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 240: 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
240 N19 RF_maintenance nn Temporal Discontinuties 3.530831 -0.627373 0.856827 1.366964 1.794970 0.966748 1.770516 3.329324 3.530831

Antenna 240: 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
240 N19 RF_maintenance nn Shape 45.932787 26.751349 45.932787 0.369669 0.642785 3.654249 4.630578 38.772278 28.293786

Antenna 240: 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
240 N19 RF_maintenance nn Shape 48.334438 26.401806 48.334438 0.622438 0.778051 4.013933 5.533285 41.452852 27.491139

Antenna 240: 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
240 N19 RF_maintenance nn Shape 49.547299 26.984043 49.547299 0.569135 0.964607 5.284983 10.859669 5.335759 7.422557

Antenna 240: 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
240 N19 RF_maintenance nn Shape 49.134808 27.012668 49.134808 0.444876 0.892985 4.360565 7.804958 6.824859 18.026998

Antenna 240: 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
240 N19 RF_maintenance nn Shape 51.386897 51.386897 27.488384 1.153679 1.058664 6.847046 5.059057 13.043664 18.475524

Antenna 240: 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
240 N19 RF_maintenance nn Shape 54.246684 30.163224 54.246684 0.193517 0.840386 7.600448 6.399396 17.043967 19.738535

Antenna 240: 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
240 N19 RF_maintenance nn Shape 33.324730 5.070148 33.324730 0.243470 0.097144 1.337247 12.323433 1.801324 1.805806

Antenna 240: 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
240 N19 RF_maintenance nn Shape 51.864683 31.800830 51.864683 -0.313523 1.196913 6.775335 10.122797 24.114479 9.153291

Antenna 240: 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
240 N19 RF_maintenance nn Shape 55.160125 55.160125 34.592568 1.033049 -0.432952 8.378255 4.623144 11.018607 5.327122

Antenna 240: 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
240 N19 RF_maintenance nn Shape 51.732534 51.732534 32.068608 0.907640 -0.498344 5.076103 2.481274 7.226668 1.975959

Antenna 240: 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
240 N19 RF_maintenance ee Temporal Variability 71.392233 58.737435 28.804038 1.082022 -0.863171 5.083672 71.392233 1.005939 5.448985

Antenna 240: 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
240 N19 RF_maintenance nn Shape 59.018535 59.018535 21.380917 0.384682 -0.668982 10.858054 7.260969 8.806658 6.738173

Antenna 240: 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
240 N19 RF_maintenance nn Shape 59.195044 59.195044 35.212560 1.019211 -0.502753 5.644352 3.133593 5.160649 5.605543

Antenna 240: 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
240 N19 RF_maintenance nn Shape 64.471317 38.774928 64.471317 -0.670786 0.942978 2.716691 5.872332 11.838712 13.436068

Antenna 240: 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
240 N19 RF_maintenance nn Shape 60.506223 60.506223 36.053543 1.030000 -0.549749 6.879426 3.169425 8.715808 10.491363

Antenna 240: 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
240 N19 RF_maintenance nn Shape 50.486605 50.486605 31.827210 1.084489 -0.536692 7.582833 3.678767 8.026725 14.173511

Antenna 240: 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
240 N19 RF_maintenance nn Shape 64.223764 64.223764 25.313061 0.809359 -0.744796 7.091219 13.026424 3.345763 7.198102

Antenna 240: 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
240 N19 RF_maintenance nn Shape 48.520155 31.337054 48.520155 -0.276389 0.968673 3.264424 5.968355 24.874897 32.305402

Antenna 240: 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
240 N19 RF_maintenance nn Shape 55.883639 55.883639 34.206749 1.150585 -0.011544 6.834921 2.785436 14.136618 29.172480

Antenna 240: 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
240 N19 RF_maintenance nn Shape 52.807679 52.807679 33.055190 1.234134 -0.046362 20.975332 14.627870 14.189952 21.513611

Antenna 240: 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
240 N19 RF_maintenance nn Shape 50.152944 50.152944 32.449549 1.870790 0.886891 6.206474 2.968973 4.510234 30.526428

Antenna 240: 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
240 N19 RF_maintenance ee Temporal Discontinuties 115.177833 26.222398 26.387444 2.028758 0.269779 6.549179 4.045799 78.105379 115.177833

Antenna 240: 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
240 N19 RF_maintenance ee Temporal Discontinuties 114.503556 36.983664 33.198589 1.860409 0.105928 10.684448 8.377424 60.885166 114.503556

Antenna 240: 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
240 N19 RF_maintenance nn Shape 46.677042 29.597714 46.677042 0.363895 1.568080 4.393757 6.744751 11.745642 10.676742

Antenna 240: 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
240 N19 RF_maintenance nn Shape 48.366954 31.079550 48.366954 -0.725729 1.496320 1.073849 4.814734 9.982970 8.763173

Antenna 240: 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
240 N19 RF_maintenance nn Shape 42.181246 42.181246 18.075467 1.051628 2.055873 6.049592 4.877383 3.299609 12.271603

Antenna 240: 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
240 N19 RF_maintenance nn Shape 48.101456 48.101456 19.777941 1.050715 2.371736 7.683641 5.239593 5.486255 -0.922189

Antenna 240: 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
240 N19 RF_maintenance ee Temporal Discontinuties 44.725187 40.190331 18.864713 0.805822 1.879171 5.826662 4.810422 11.895634 44.725187

Antenna 240: 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
240 N19 RF_maintenance nn Temporal Discontinuties 70.098215 18.053792 39.662177 2.069829 0.958985 3.694885 7.311778 17.024459 70.098215

Antenna 240: 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
240 N19 RF_maintenance nn Temporal Discontinuties 71.948512 34.100419 15.699329 1.123694 2.202159 7.369023 5.790212 71.948512 55.331084

Antenna 240: 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
240 N19 RF_maintenance nn Shape 50.599288 50.599288 19.212097 1.022017 2.210374 6.069380 4.237881 16.809488 3.030722

Antenna 240: 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
240 N19 RF_maintenance nn Shape 48.428674 48.428674 19.563076 0.977001 2.253461 5.950940 3.792714 6.145913 -0.517452

Antenna 240: 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
240 N19 RF_maintenance nn Shape 48.652484 48.652484 18.704564 0.702219 1.919215 5.534010 3.453403 1.392969 -1.713645

Antenna 240: 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
240 N19 RF_maintenance nn Shape 45.287496 45.287496 17.598610 0.804693 1.870355 5.786386 3.503739 15.807979 8.652707

Antenna 240: 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
240 N19 RF_maintenance nn Shape 43.009949 43.009949 15.853577 0.957747 2.136703 5.110644 3.199866 34.011773 5.060101

Antenna 240: 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
240 N19 RF_maintenance nn Shape 47.851363 18.325948 47.851363 2.105015 0.976307 3.540883 5.216200 0.915365 6.571676

Antenna 240: 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
240 N19 RF_maintenance nn Shape 44.888028 15.044185 44.888028 2.962168 1.911127 3.917104 6.263676 3.637842 3.705044

Antenna 240: 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
240 N19 RF_maintenance nn Shape 51.531142 51.531142 24.622907 0.824992 2.233361 8.171401 5.796930 2.360972 -0.871693

Antenna 240: 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
240 N19 RF_maintenance nn Shape 62.618105 31.769178 62.618105 2.488115 1.139002 5.121774 6.241519 23.130951 26.868911

Antenna 240: 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
240 N19 RF_maintenance nn Shape 53.314422 53.314422 26.137375 1.297801 2.719274 6.305159 4.544855 15.507326 3.222417

Antenna 240: 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
240 N19 RF_maintenance nn Shape 54.188080 54.188080 25.940063 1.048462 2.548769 1.922537 1.532158 0.334948 -2.142634

Antenna 240: 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
240 N19 RF_maintenance nn Shape 53.574223 27.318036 53.574223 2.776179 1.565857 6.819200 5.206660 1.095406 8.355418

Antenna 240: 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
240 N19 RF_maintenance nn Shape 49.726382 24.676623 49.726382 2.325767 1.018997 7.511724 4.768885 7.487706 1.334805

Antenna 240: 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
240 N19 RF_maintenance nn Shape 30.370683 30.370683 0.809891 0.269671 1.954163 4.738932 0.554430 0.600784 0.878671

Antenna 240: 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
240 N19 RF_maintenance nn Shape 39.538771 39.538771 17.251216 1.514204 2.726144 6.689370 4.802674 9.579887 7.512094

Antenna 240: 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
240 N19 RF_maintenance nn Shape 38.687115 38.687115 16.087975 0.692758 1.654657 3.916517 1.447554 0.731731 1.044297

Antenna 240: 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
240 N19 RF_maintenance nn Shape 35.192227 35.192227 20.923899 0.141143 -0.502312 0.538163 0.569375 -0.235140 -0.339663

Antenna 240: 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
240 N19 RF_maintenance nn Shape 30.000193 1.080697 30.000193 2.209944 -0.050945 2.614456 6.134338 1.166301 2.178077

Antenna 240: 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
240 N19 RF_maintenance nn Shape 42.936837 15.419228 42.936837 2.069613 0.704152 3.785279 7.901815 3.120262 27.101189

Antenna 240: 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
240 N19 RF_maintenance nn Shape 40.072670 40.072670 20.359461 1.020175 2.166918 4.200300 2.820506 0.581510 1.790550

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 233.653646 233.170306 inf inf 4754.086383 4831.543584 4387.315833 4662.317822

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 260.114766 260.783806 inf inf 3194.249219 3077.852001 3843.868480 4482.270249

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 232.084657 231.887672 inf inf 4534.647989 4548.410628 4510.560538 4549.804130

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 221.861704 222.304304 inf inf 3118.813084 3117.986101 5132.825149 5435.720264

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 230.173767 230.009121 inf inf 6102.083577 6025.339000 11657.467799 11332.605841

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Power inf 228.247312 227.479410 inf inf 6058.983786 6460.641973 830.131946 784.600735

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Power inf 249.889357 250.118438 inf inf 6518.256555 6529.549063 7229.517718 7318.427249

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 241.166695 241.208745 inf inf 5936.547844 6014.356198 5858.192144 5953.334779

Antenna 240: 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
240 N19 RF_maintenance ee Power inf 272.392668 273.609008 inf inf 7482.062702 7352.785218 10757.603711 10310.713788

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 323.310869 323.633502 inf inf 5337.309773 5316.805333 18192.975393 18214.131350

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 260.484694 259.667643 inf inf 11838.424230 12283.120808 17565.489524 19178.748016

Antenna 240: 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
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 212.129041 211.916966 inf inf 3491.943880 3479.895032 8610.240860 8545.517531

Antenna 240: 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
240 N19 RF_maintenance nn Power inf 320.784458 320.757607 inf inf 9061.876703 9059.280887 32214.269544 32165.447181

Antenna 240: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
240 N19 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: