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 = "119"
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 119 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 131 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 129 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 119, Node N07:

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)
2459948 RF_maintenance 100.00% 99.41% 99.35% 0.00% - - 236.372959 236.290651 inf inf 3818.257682 3818.843689 4195.204137 4198.785486 0.5344 0.5788 0.2727 nan nan
2459947 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459946 RF_maintenance 100.00% 99.84% 99.84% 0.00% - - 261.419710 261.173484 inf inf 6689.197384 6689.800703 14227.488741 14230.211205 0.2383 0.3079 0.2378 nan nan
2459945 RF_maintenance 100.00% 98.97% 98.97% 0.00% - - 208.082366 207.644339 inf inf 4024.612517 4056.407060 8351.262621 8487.109732 0.6762 0.6607 0.2340 nan nan
2459944 RF_maintenance 100.00% 99.08% 99.03% 0.00% - - nan nan inf inf nan nan nan nan 0.7102 0.6814 0.3104 nan nan
2459943 RF_maintenance 100.00% 99.41% 99.51% 0.00% - - nan nan inf inf nan nan nan nan 0.5141 0.4939 0.4087 nan nan
2459942 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459941 RF_maintenance 100.00% 99.19% 99.08% 0.00% - - nan nan inf inf nan nan nan nan 0.5062 0.5419 0.4708 nan nan
2459940 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459939 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 205.975750 202.890257 inf inf 3108.492872 3266.330259 5727.508111 5817.645156 nan nan nan nan nan
2459938 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459937 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 242.568382 242.380265 inf inf 3187.880044 3125.289026 5233.959878 4961.377797 nan nan nan nan nan
2459936 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459935 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459934 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 290.487969 290.400140 inf inf 3650.665682 3655.539415 4858.452321 4798.530231 nan nan nan nan nan
2459933 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 240.002799 239.844414 inf inf 3627.135211 3621.524308 2523.367143 2485.644661 nan nan nan nan nan
2459932 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459931 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459930 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459929 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459928 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459927 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459926 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459925 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459924 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459923 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459922 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 219.754336 219.869696 inf inf 4235.233293 3936.604667 4667.771725 4621.607768 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% - - 218.732096 217.827532 inf inf 4306.963271 4251.715302 10156.588921 9968.898552 nan nan nan nan nan
2459918 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.846419 0.953224 -0.974085 -0.700975 0.633419 2.976954 0.044932 2.500299 0.6756 0.6897 0.3893 nan nan
2459917 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.107543 0.997352 -1.405027 -1.576756 -0.536971 11.136546 0.062027 1.665147 0.7095 0.7271 0.4482 nan nan
2459916 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.931246 1.199545 -0.889233 -0.048784 0.731939 4.627681 0.277947 3.116556 0.6729 0.6891 0.3950 nan nan
2459915 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.783869 0.737179 -0.919895 -0.747285 0.682500 3.490412 -0.078008 1.781064 0.7099 0.7168 0.3546 nan nan
2459914 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.585970 2.039279 -1.831660 -1.648791 0.214472 5.601669 -1.535884 -1.324093 0.7292 0.7394 0.3052 nan nan
2459913 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.193993 1.473285 -1.650907 -1.288836 0.256079 5.989311 -0.853124 1.094673 0.6897 0.6906 0.3944 nan nan
2459912 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.593500 0.951014 -1.025599 0.575680 0.218368 2.798647 -0.238323 1.999285 0.6636 0.6813 0.3977 nan nan
2459911 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.614548 0.839793 -1.029160 1.485586 0.396871 -0.368339 1.769516 3.472572 0.6654 0.6750 0.3971 nan nan
2459910 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.488121 1.387080 -1.613808 1.176976 0.157208 4.613071 1.173038 3.370499 0.6701 0.6763 0.3942 nan nan
2459909 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.455864 1.137285 -1.613115 1.173107 0.154865 2.674525 0.047370 1.825553 0.6670 0.6738 0.3938 nan nan
2459908 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.589792 1.302768 -1.525068 1.352620 0.087249 6.619371 -0.206905 1.568810 0.6726 0.6817 0.3895 nan nan
2459907 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.603118 1.459994 -1.681822 1.348110 0.028115 6.884826 -0.148882 2.127340 0.6684 0.6776 0.3880 nan nan
2459906 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.753012 1.643879 -1.220770 1.736203 0.601923 6.267287 -0.101340 2.614362 0.6610 0.6727 0.3873 nan nan
2459905 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.724224 1.250694 -1.609820 0.837213 -0.136865 1.699360 -0.456128 1.067757 0.0648 0.0667 0.0116 nan nan
2459904 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.828186 1.544368 -1.185893 1.982178 0.520074 7.788890 0.202716 3.625795 0.0667 0.0666 0.0119 nan nan
2459903 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.978297 1.247806 -1.170043 2.933528 0.471380 8.181727 -0.124306 4.286488 0.0622 0.0663 0.0114 nan nan
2459902 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.916166 1.684366 -1.640709 1.848604 -0.242320 11.718209 0.120475 1.716309 0.0694 0.0718 0.0117 nan nan
2459901 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.285980 1.249492 -1.688798 1.678259 0.434875 10.638356 0.227701 2.893863 0.6764 0.6748 0.3839 nan nan
2459900 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.836903 0.875794 -1.085498 2.152448 1.192716 12.111442 0.465990 3.052083 0.6154 0.6343 0.3231 nan nan
2459898 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.845341 1.980569 -1.743869 1.710911 -0.365328 6.035329 0.236052 4.255455 0.6681 0.6668 0.3856 nan nan
2459897 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.674228 1.054812 -1.511256 1.951348 -0.452187 3.003410 0.158932 3.387095 0.0663 0.0739 0.0115 nan nan
2459896 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.770422 0.991349 -1.574578 2.257274 -0.340638 11.441716 0.507002 2.622458 0.0661 0.0731 0.0112 nan nan
2459895 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.109730 1.318480 -1.241175 2.311511 -0.374356 9.499733 -1.388846 2.055297 0.0716 0.0745 0.0059 nan nan
2459894 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.003397 2.005532 -1.546331 1.340398 -0.622586 11.310881 -0.641076 0.427964 0.0715 0.0733 0.0117 nan nan
2459893 RF_maintenance 100.00% 38.49% 38.49% 0.00% - - 0.907190 1.809092 -1.685754 2.133783 -0.679337 6.156696 1.101046 4.640316 0.4670 0.4635 0.2432 nan nan
2459892 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.669761 1.266870 -1.381281 3.172305 -0.007025 10.373419 0.320396 2.396572 0.6788 0.6716 0.3748 nan nan
2459891 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.789149 0.978169 -1.418166 2.781764 -0.444773 17.262062 0.140090 3.038818 0.6729 0.6692 0.3790 nan nan
2459890 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.743697 1.010928 -1.329634 2.160674 -0.340836 12.944393 1.028612 3.009095 0.6743 0.6720 0.3789 nan nan
2459889 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.686714 1.500926 -1.505188 3.094555 -0.244893 9.240479 0.539807 2.853226 0.6818 0.6655 0.3769 nan nan
2459888 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.493732 2.054403 -2.000534 4.230689 -0.560688 6.534198 -0.807146 1.079757 0.6967 0.6737 0.3707 nan nan
2459887 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.589524 2.640349 -2.123277 4.488137 -0.547518 1.611935 -0.273273 0.823578 0.6824 0.6487 0.3872 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.554615 2.270592 -1.486590 3.927662 5.768282 21.827420 -0.910720 3.462757 0.7528 0.7128 0.3293 nan nan
2459885 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.854011 3.826324 4.328483 23.202071 -1.318701 10.983388 0.649220 3.670985 0.0729 0.0790 0.0118 nan nan
2459884 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.569707 1.961604 -1.383702 4.709892 -0.694830 4.839823 0.834716 2.759396 0.6892 0.6494 0.3855 nan nan
2459883 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.978096 3.604126 3.812737 22.019057 -0.845065 9.094905 1.818839 6.378999 0.6815 0.6486 0.3831 nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.623055 4.552945 8.174074 16.660823 -0.995408 10.773863 0.986727 3.465970 0.6825 0.6538 0.3811 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.003395 2.804328 4.641573 24.588255 -0.961851 3.950631 0.165283 5.003390 0.7287 0.7101 0.3248 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.317233 3.845576 7.448199 18.983811 -0.599688 7.875490 0.946311 3.097172 0.6830 0.6533 0.3888 nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.559176 1.611963 -1.703671 3.830066 -0.416648 5.332433 0.059569 1.579828 0.0720 0.0805 0.0155 nan nan
2459878 RF_maintenance 100.00% 51.31% 51.25% 0.00% - - 1.409900 4.214213 4.746774 27.429995 -1.150491 11.983332 1.064392 4.886192 0.3798 0.3724 0.1842 nan nan
2459876 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.137240 5.161566 6.789588 16.983507 -2.075421 10.408247 -0.361394 1.254329 0.7045 0.6490 0.3885 nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.813428 3.456833 4.466575 24.968629 -1.288342 7.659924 -0.012936 1.493374 0.7171 0.6866 0.3860 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.142909 6.060866 4.499664 11.390150 -0.451027 5.960669 0.012014 1.021015 0.7046 0.6467 0.3791 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.629085 3.695808 5.850116 12.597634 -0.793349 8.798506 0.682663 3.291973 0.7060 0.6502 0.3791 nan nan
2459872 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.917468 3.697646 4.260165 21.512966 -0.813749 9.649091 0.518637 1.967077 0.6986 0.6376 0.3939 nan nan
2459871 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.713369 3.808964 8.555706 20.019115 -0.829154 2.911111 0.023622 0.557922 0.7096 0.6429 0.3878 nan nan
2459870 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.797807 6.385874 3.239671 18.089880 -0.490623 4.098381 0.945709 2.177821 0.7074 0.6523 0.3890 nan nan
2459869 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.810958 4.067083 6.399231 14.413806 -0.489302 7.464507 -0.070667 0.582147 0.7109 0.6730 0.3828 nan nan
2459868 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.788213 5.051819 9.114863 20.294041 -1.482480 13.615965 0.045233 1.999133 0.6930 0.6404 0.4027 nan nan
2459867 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.089850 3.063761 7.450114 13.622817 -0.824011 8.304857 -0.237484 0.855247 0.7090 0.6589 0.3981 nan nan
2459866 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.113098 3.239655 3.400842 16.173141 -0.434083 20.981444 1.289662 2.726377 0.7085 0.6585 0.3921 nan nan
2459865 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.145194 2.319853 8.659055 7.418553 -0.882689 23.909379 1.287259 1.401434 0.7276 0.6912 0.3589 nan nan
2459864 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.927704 3.060743 3.860770 3.452676 -0.805795 8.213050 2.186485 5.215372 0.7068 0.6653 0.4080 nan nan
2459863 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.792625 1.191247 -1.747081 0.169037 -0.610143 17.828632 1.597425 4.517313 0.7022 0.6619 0.3983 nan nan
2459862 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.473510 2.505815 7.738177 0.746020 -0.963827 2.195015 -0.002203 0.672614 0.6872 0.6821 0.4094 nan nan
2459861 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.453458 2.008251 6.375415 4.981515 -0.495437 8.474951 -0.451224 0.848675 0.7198 0.6480 0.4144 nan nan
2459859 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.902152 1.216474 -2.478760 2.589653 -0.383181 9.839694 -0.325890 0.766139 0.7260 0.6534 0.4079 nan nan
2459858 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.276013 0.852500 -2.232032 2.259218 -0.296096 20.516570 -0.355353 2.898225 0.7343 0.6656 0.4198 2.727349 2.308539
2459857 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.259614 1.469797 -3.846851 -2.361910 4.165022 10.033291 -0.265582 4.185830 0.0323 0.0270 0.0009 nan nan
2459856 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.253056 4.318088 4.399122 6.422413 -0.811160 26.326845 -0.862209 2.186192 0.7274 0.6708 0.4073 3.090610 2.293994
2459855 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.204699 3.700667 6.488531 6.245367 -0.895734 18.700435 -0.693620 0.870685 0.7109 0.6776 0.4360 3.211493 2.248915
2459854 RF_maintenance 100.00% 0.00% 4.48% 0.00% 100.00% 0.00% 2.332772 9.330917 4.499745 11.804601 -0.902980 13.031090 0.561092 2.565003 0.7265 0.5978 0.4847 2.689821 1.662151
2459853 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.854235 5.852601 8.266695 12.255947 -0.710682 10.377077 -0.803099 1.701217 0.7497 0.5896 0.4619 2.900100 1.920112
2459852 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.971010 5.836029 7.598109 5.622531 2.743091 25.428324 5.739028 4.268218 0.8284 0.8096 0.2511 4.324768 4.322086
2459850 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.255297 5.871438 5.949553 11.426859 -1.001597 23.035317 -0.256219 3.471315 0.7492 0.6917 0.3734 2.865771 1.945346
2459849 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.722674 6.289881 16.767217 21.579162 -0.979751 13.974939 -0.596804 2.622807 0.7492 0.6717 0.3845 3.971291 2.216534
2459848 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.860752 3.028428 12.029960 8.501448 -1.097015 20.312455 -0.568451 -0.022487 0.7284 0.7131 0.3855 3.663328 2.405415
2459847 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.822793 1.435124 11.258408 2.723743 -0.512191 12.993204 -0.086906 0.716942 0.7376 0.6687 0.4287 5.050141 4.302329
2459846 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.462220 1.075507 9.404547 1.332487 3.202215 19.738208 -0.854125 3.074125 0.8490 0.6600 0.4967 3.385852 2.560848
2459845 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459844 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 RF_maintenance 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 2.069342 0.755563 5.959774 -1.125059 0.557490 1.671065 0.271429 -0.495957 0.7508 0.7414 0.3807 4.279615 3.070601
2459840 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 3.853418 4.373873 3.947919 2.883461 1.271603 0.443870 -0.458776 -2.348965 0.0293 0.0249 0.0028 nan nan
2459839 RF_maintenance 100.00% - - - - - 1.149350 1.017562 21.014117 18.010993 4.487792 3.645370 12.300804 4.461821 nan nan nan nan nan
2459838 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.590479 0.170618 7.091764 -0.942400 -0.642680 -0.571345 -0.365403 -0.399725 0.7658 0.7261 0.3973 4.938914 3.763150
2459836 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0384 0.0578 0.0016 nan nan
2459835 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.346538 -0.871019 2.541907 0.172333 0.393339 -0.984978 -1.082650 -1.136712 0.0411 0.0602 0.0019 nan nan
2459833 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.835227 -0.523838 5.663305 2.948834 3.726402 6.367987 0.005119 -1.157617 0.0472 0.0420 0.0004 nan nan
2459832 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.066795 0.782338 6.897222 0.025826 1.012278 0.386303 -1.142903 -0.959381 0.8272 0.5607 0.5737 3.344244 2.937452
2459831 RF_maintenance 100.00% 77.42% 100.00% 0.00% - - 0.509091 0.291616 17.957202 15.324848 7.416762 7.407775 -0.584408 -2.281887 0.2854 0.1495 0.0229 nan nan
2459830 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.755858 1.965837 9.838380 0.312186 6.841352 0.179952 -1.936070 -0.874448 0.8291 0.5778 0.5478 4.911170 4.423881
2459829 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.147641 1.225407 9.304529 0.283866 3.371766 -0.167985 -1.106543 0.229384 0.7740 0.6889 0.4027 10.120122 7.295037
2459828 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.092762 0.865388 6.146359 0.092877 5.326251 -1.027888 -2.434669 -0.383094 0.8263 0.5822 0.5363 4.097393 3.276905
2459827 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.322245 1.804561 11.907420 0.997137 2.428912 -0.592202 -1.034999 -1.019859 0.7745 0.6834 0.4117 9.325054 6.653085
2459826 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459825 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.097391 0.499183 7.401609 -0.326577 4.914929 -0.462258 -0.974022 -0.764423 0.8246 0.6077 0.5154 5.013047 3.802378
2459824 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.088656 1.385369 9.127893 0.539115 -0.699330 0.188493 -0.656738 -0.725154 0.7415 0.7435 0.3687 7.325472 6.188384
2459823 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.357035 0.937717 9.217208 0.484319 10.356860 0.401718 -0.106000 -0.892412 0.7820 0.6604 0.4610 42.684808 26.160059
2459822 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459821 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.594392 2.164349 9.726296 0.384326 5.834557 -0.142136 -1.953054 -1.505796 0.8193 0.6362 0.5127 3.369842 3.049794
2459820 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.077186 3.401391 8.907204 -0.594727 9.714843 1.670142 -1.169985 -0.523378 0.7828 0.6873 0.4192 4.696256 4.322923
2459817 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.281520 2.288741 7.988689 -0.001836 9.827544 -0.365295 -0.782730 -0.712996 0.8205 0.6677 0.5178 2.734313 2.709437
2459816 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.936926 2.681790 10.774875 0.356437 12.955743 0.747132 -1.660106 -0.809250 0.8599 0.6105 0.5874 4.349680 3.833602
2459815 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.940758 1.351282 9.038917 0.545751 12.811115 -0.471450 -1.991336 -0.869508 0.8280 0.6996 0.5108 3.823138 3.395657
2459814 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.611012 1.998078 6.899786 1.553698 16.389394 -0.636413 -0.836530 0.143387 0.7969 0.7120 0.4259 9.292210 5.873625

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 119: 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
119 N07 RF_maintenance ee Power inf 236.372959 236.290651 inf inf 3818.257682 3818.843689 4195.204137 4198.785486

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Power inf 261.173484 261.419710 inf inf 6689.800703 6689.197384 14230.211205 14227.488741

Antenna 119: 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
119 N07 RF_maintenance nn Power inf 207.644339 208.082366 inf inf 4056.407060 4024.612517 8487.109732 8351.262621

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Power inf 202.890257 205.975750 inf inf 3266.330259 3108.492872 5817.645156 5727.508111

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Power inf 242.568382 242.380265 inf inf 3187.880044 3125.289026 5233.959878 4961.377797

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Power inf 290.487969 290.400140 inf inf 3650.665682 3655.539415 4858.452321 4798.530231

Antenna 119: 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
119 N07 RF_maintenance nn Power inf 239.844414 240.002799 inf inf 3621.524308 3627.135211 2485.644661 2523.367143

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Power inf 219.869696 219.754336 inf inf 3936.604667 4235.233293 4621.607768 4667.771725

Antenna 119: 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
119 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 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
119 N07 RF_maintenance ee Power inf 218.732096 217.827532 inf inf 4306.963271 4251.715302 10156.588921 9968.898552

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 2.976954 0.953224 0.846419 -0.700975 -0.974085 2.976954 0.633419 2.500299 0.044932

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 11.136546 0.997352 1.107543 -1.576756 -1.405027 11.136546 -0.536971 1.665147 0.062027

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 4.627681 0.931246 1.199545 -0.889233 -0.048784 0.731939 4.627681 0.277947 3.116556

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 3.490412 0.783869 0.737179 -0.919895 -0.747285 0.682500 3.490412 -0.078008 1.781064

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 5.601669 0.585970 2.039279 -1.831660 -1.648791 0.214472 5.601669 -1.535884 -1.324093

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 5.989311 1.473285 1.193993 -1.288836 -1.650907 5.989311 0.256079 1.094673 -0.853124

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 2.798647 0.951014 0.593500 0.575680 -1.025599 2.798647 0.218368 1.999285 -0.238323

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Discontinuties 3.472572 0.839793 0.614548 1.485586 -1.029160 -0.368339 0.396871 3.472572 1.769516

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 4.613071 1.387080 0.488121 1.176976 -1.613808 4.613071 0.157208 3.370499 1.173038

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 2.674525 1.137285 0.455864 1.173107 -1.613115 2.674525 0.154865 1.825553 0.047370

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 6.619371 0.589792 1.302768 -1.525068 1.352620 0.087249 6.619371 -0.206905 1.568810

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 6.884826 1.459994 0.603118 1.348110 -1.681822 6.884826 0.028115 2.127340 -0.148882

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 6.267287 1.643879 0.753012 1.736203 -1.220770 6.267287 0.601923 2.614362 -0.101340

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 1.699360 1.250694 0.724224 0.837213 -1.609820 1.699360 -0.136865 1.067757 -0.456128

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 7.788890 1.544368 0.828186 1.982178 -1.185893 7.788890 0.520074 3.625795 0.202716

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 8.181727 1.247806 0.978297 2.933528 -1.170043 8.181727 0.471380 4.286488 -0.124306

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 11.718209 0.916166 1.684366 -1.640709 1.848604 -0.242320 11.718209 0.120475 1.716309

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 10.638356 1.285980 1.249492 -1.688798 1.678259 0.434875 10.638356 0.227701 2.893863

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 12.111442 0.836903 0.875794 -1.085498 2.152448 1.192716 12.111442 0.465990 3.052083

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 6.035329 1.980569 0.845341 1.710911 -1.743869 6.035329 -0.365328 4.255455 0.236052

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Discontinuties 3.387095 1.054812 0.674228 1.951348 -1.511256 3.003410 -0.452187 3.387095 0.158932

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 11.441716 0.991349 0.770422 2.257274 -1.574578 11.441716 -0.340638 2.622458 0.507002

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 9.499733 1.109730 1.318480 -1.241175 2.311511 -0.374356 9.499733 -1.388846 2.055297

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 11.310881 2.005532 1.003397 1.340398 -1.546331 11.310881 -0.622586 0.427964 -0.641076

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 6.156696 0.907190 1.809092 -1.685754 2.133783 -0.679337 6.156696 1.101046 4.640316

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 10.373419 1.266870 0.669761 3.172305 -1.381281 10.373419 -0.007025 2.396572 0.320396

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 17.262062 0.789149 0.978169 -1.418166 2.781764 -0.444773 17.262062 0.140090 3.038818

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 12.944393 1.010928 0.743697 2.160674 -1.329634 12.944393 -0.340836 3.009095 1.028612

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 9.240479 0.686714 1.500926 -1.505188 3.094555 -0.244893 9.240479 0.539807 2.853226

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 6.534198 2.054403 0.493732 4.230689 -2.000534 6.534198 -0.560688 1.079757 -0.807146

Antenna 119: 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
119 N07 RF_maintenance nn Power 4.488137 2.640349 0.589524 4.488137 -2.123277 1.611935 -0.547518 0.823578 -0.273273

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 21.827420 1.554615 2.270592 -1.486590 3.927662 5.768282 21.827420 -0.910720 3.462757

Antenna 119: 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
119 N07 RF_maintenance nn Power 23.202071 3.826324 0.854011 23.202071 4.328483 10.983388 -1.318701 3.670985 0.649220

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 4.839823 1.961604 0.569707 4.709892 -1.383702 4.839823 -0.694830 2.759396 0.834716

Antenna 119: 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
119 N07 RF_maintenance nn Power 22.019057 3.604126 0.978096 22.019057 3.812737 9.094905 -0.845065 6.378999 1.818839

Antenna 119: 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
119 N07 RF_maintenance nn Power 16.660823 4.552945 1.623055 16.660823 8.174074 10.773863 -0.995408 3.465970 0.986727

Antenna 119: 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
119 N07 RF_maintenance nn Power 24.588255 2.804328 1.003395 24.588255 4.641573 3.950631 -0.961851 5.003390 0.165283

Antenna 119: 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
119 N07 RF_maintenance nn Power 18.983811 3.845576 1.317233 18.983811 7.448199 7.875490 -0.599688 3.097172 0.946311

Antenna 119: 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
119 N07 RF_maintenance nn Temporal Variability 5.332433 1.611963 0.559176 3.830066 -1.703671 5.332433 -0.416648 1.579828 0.059569

Antenna 119: 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
119 N07 RF_maintenance nn Power 27.429995 4.214213 1.409900 27.429995 4.746774 11.983332 -1.150491 4.886192 1.064392

Antenna 119: 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
119 N07 RF_maintenance nn Power 16.983507 1.137240 5.161566 6.789588 16.983507 -2.075421 10.408247 -0.361394 1.254329

Antenna 119: 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
119 N07 RF_maintenance nn Power 24.968629 0.813428 3.456833 4.466575 24.968629 -1.288342 7.659924 -0.012936 1.493374

Antenna 119: 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
119 N07 RF_maintenance nn Power 11.390150 2.142909 6.060866 4.499664 11.390150 -0.451027 5.960669 0.012014 1.021015

Antenna 119: 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
119 N07 RF_maintenance nn Power 12.597634 0.629085 3.695808 5.850116 12.597634 -0.793349 8.798506 0.682663 3.291973

Antenna 119: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 21.512966 3.697646 0.917468 21.512966 4.260165 9.649091 -0.813749 1.967077 0.518637

Antenna 119: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 20.019115 3.808964 0.713369 20.019115 8.555706 2.911111 -0.829154 0.557922 0.023622

Antenna 119: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 18.089880 1.797807 6.385874 3.239671 18.089880 -0.490623 4.098381 0.945709 2.177821

Antenna 119: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 14.413806 1.810958 4.067083 6.399231 14.413806 -0.489302 7.464507 -0.070667 0.582147

Antenna 119: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 20.294041 1.788213 5.051819 9.114863 20.294041 -1.482480 13.615965 0.045233 1.999133

Antenna 119: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 13.622817 1.089850 3.063761 7.450114 13.622817 -0.824011 8.304857 -0.237484 0.855247

Antenna 119: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 20.981444 3.239655 1.113098 16.173141 3.400842 20.981444 -0.434083 2.726377 1.289662

Antenna 119: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 23.909379 1.145194 2.319853 8.659055 7.418553 -0.882689 23.909379 1.287259 1.401434

Antenna 119: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 8.213050 3.060743 0.927704 3.452676 3.860770 8.213050 -0.805795 5.215372 2.186485

Antenna 119: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 17.828632 0.792625 1.191247 -1.747081 0.169037 -0.610143 17.828632 1.597425 4.517313

Antenna 119: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance ee Power 7.738177 1.473510 2.505815 7.738177 0.746020 -0.963827 2.195015 -0.002203 0.672614

Antenna 119: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 119: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 8.474951 1.453458 2.008251 6.375415 4.981515 -0.495437 8.474951 -0.451224 0.848675

Antenna 119: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 9.839694 0.902152 1.216474 -2.478760 2.589653 -0.383181 9.839694 -0.325890 0.766139

Antenna 119: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 20.516570 0.852500 1.276013 2.259218 -2.232032 20.516570 -0.296096 2.898225 -0.355353

Antenna 119: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 10.033291 1.469797 1.259614 -2.361910 -3.846851 10.033291 4.165022 4.185830 -0.265582

Antenna 119: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 26.326845 2.253056 4.318088 4.399122 6.422413 -0.811160 26.326845 -0.862209 2.186192

Antenna 119: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 18.700435 3.700667 2.204699 6.245367 6.488531 18.700435 -0.895734 0.870685 -0.693620

Antenna 119: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 13.031090 9.330917 2.332772 11.804601 4.499745 13.031090 -0.902980 2.565003 0.561092

Antenna 119: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 12.255947 5.852601 1.854235 12.255947 8.266695 10.377077 -0.710682 1.701217 -0.803099

Antenna 119: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 25.428324 2.971010 5.836029 7.598109 5.622531 2.743091 25.428324 5.739028 4.268218

Antenna 119: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 23.035317 2.255297 5.871438 5.949553 11.426859 -1.001597 23.035317 -0.256219 3.471315

Antenna 119: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Power 21.579162 2.722674 6.289881 16.767217 21.579162 -0.979751 13.974939 -0.596804 2.622807

Antenna 119: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 20.312455 3.028428 2.860752 8.501448 12.029960 20.312455 -1.097015 -0.022487 -0.568451

Antenna 119: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
119 N07 RF_maintenance nn Temporal Variability 12.993204 1.435124 2.822793 2.723743 11.258408 12.993204 -0.512191 0.716942 -0.086906

Antenna 119: 2459846

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
119 N07 RF_maintenance nn Temporal Variability 19.738208 4.462220 1.075507 9.404547 1.332487 3.202215 19.738208 -0.854125 3.074125
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