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_summary
notebook (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.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# 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
# 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 = "108" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
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
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 159 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 156 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# 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'
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
# 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')])])
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.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2459976 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.501205 | 41.509081 | 9.819030 | 0.942027 | 9.403125 | 4.132490 | 1.239838 | 11.514120 | 0.0336 | 0.2859 | 0.1645 | nan | nan |
2459975 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.653012 | 43.100979 | 10.037554 | 0.790064 | 10.551636 | 5.428711 | 0.599825 | 6.936358 | 0.0328 | 0.2886 | 0.1689 | nan | nan |
2459974 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.163451 | 40.274853 | 10.811769 | 0.824104 | 10.639298 | 4.703420 | 1.801841 | 8.055689 | 0.0327 | 0.2913 | 0.1700 | nan | nan |
2459973 | RF_maintenance | 100.00% | 100.00% | 0.05% | 0.00% | - | - | 10.332980 | 41.041068 | 10.340311 | 0.942965 | 7.613313 | 3.056033 | 0.704568 | 3.081239 | 0.0332 | 0.3006 | 0.1730 | nan | nan |
2459972 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.730078 | 39.866747 | 10.320071 | 0.872949 | 11.940988 | 6.160886 | -0.079293 | 2.596603 | 0.0357 | 0.2864 | 0.1700 | nan | nan |
2459971 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.522974 | 38.303644 | 9.746781 | 0.850732 | 11.369649 | 6.354622 | 1.030177 | 3.090384 | 0.0357 | 0.2906 | 0.1698 | nan | nan |
2459970 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.476320 | 42.157944 | 10.149650 | 0.866106 | 10.613010 | 5.916565 | 0.567613 | 2.940359 | 0.0325 | 0.2926 | 0.1709 | nan | nan |
2459969 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.056056 | 44.092279 | 9.800132 | 0.896495 | 9.943629 | 5.484613 | 0.881695 | 2.683707 | 0.0345 | 0.2994 | 0.1751 | nan | nan |
2459968 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 5.762731 | 14.120016 | 10.703477 | 2.430474 | 14.776542 | 10.687179 | 6.152597 | 2.995121 | 0.0366 | 0.4431 | 0.2269 | nan | nan |
2459967 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.401440 | 41.566805 | 10.814024 | 0.793328 | 11.857048 | 6.175694 | 0.512477 | 2.496976 | 0.0347 | 0.2990 | 0.1720 | nan | nan |
2459966 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.283067 | 44.450733 | 10.172776 | 0.767143 | 11.813774 | 6.243088 | 1.599864 | 3.607897 | 0.0346 | 0.2935 | 0.1704 | nan | nan |
2459965 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.196310 | 40.905199 | 9.567966 | 0.764083 | 8.668330 | 4.364915 | 1.953931 | 3.517310 | 0.0366 | 0.3121 | 0.1767 | nan | nan |
2459964 | RF_maintenance | 100.00% | 99.19% | 99.57% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | 0.4484 | 0.2683 | 0.3436 | nan | nan |
2459963 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.401045 | 36.806297 | 11.797208 | 1.212561 | 3.086563 | 2.133538 | 3.166799 | 1.958268 | 0.0393 | 0.4331 | 0.2111 | nan | nan |
2459962 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.020718 | 40.602907 | 11.914892 | 0.697524 | 8.234033 | 6.625854 | 2.543420 | 1.145183 | 0.0349 | 0.3505 | 0.1877 | nan | nan |
2459961 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.834824 | 36.594548 | 10.317650 | 1.545487 | 12.387042 | 12.298683 | 5.511802 | 3.481501 | 0.0344 | 0.4576 | 0.2291 | nan | nan |
2459960 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.982867 | 43.527744 | 10.036257 | 0.994312 | 10.335474 | 6.982149 | 2.673312 | 2.208659 | 0.0362 | 0.3522 | 0.1587 | nan | nan |
2459959 | RF_maintenance | 100.00% | 100.00% | 2.43% | 0.00% | - | - | 10.876620 | 46.840281 | 10.988369 | 1.162739 | 9.383320 | 4.815483 | 0.739587 | 3.406118 | 0.0345 | 0.2922 | 0.1668 | nan | nan |
2459958 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.689051 | 42.159118 | 9.540561 | 0.670507 | 9.828996 | 5.149447 | 0.244896 | 2.223545 | 0.0323 | 0.2982 | 0.1557 | nan | nan |
2459957 | RF_maintenance | 100.00% | 100.00% | 0.65% | 0.00% | - | - | 9.847066 | 37.262191 | 9.735031 | 0.534823 | 11.452265 | 8.118544 | 0.809476 | 2.373296 | 0.0349 | 0.2852 | 0.1642 | nan | nan |
2459956 | RF_maintenance | 100.00% | 100.00% | 1.46% | 0.00% | - | - | 10.513312 | 38.245311 | 9.683050 | 1.048628 | 10.661937 | 5.154111 | 7.373773 | 3.183006 | 0.0335 | 0.3383 | 0.1772 | nan | nan |
2459955 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.115581 | 34.958417 | 9.045923 | 0.562433 | 10.304799 | 5.667598 | 0.696126 | 3.561116 | 0.0324 | 0.2789 | 0.1576 | nan | nan |
2459954 | RF_maintenance | 100.00% | 100.00% | 0.38% | 0.00% | - | - | 10.287291 | 39.336522 | 9.184576 | 0.665377 | 10.243074 | 5.689396 | 1.508765 | 2.344289 | 0.0325 | 0.2694 | 0.1490 | nan | nan |
2459953 | RF_maintenance | 100.00% | 100.00% | 0.32% | 0.00% | - | - | 9.999910 | 37.992513 | 9.894057 | 0.721928 | 11.347758 | 8.062638 | 0.919520 | 1.758122 | 0.0329 | 0.2788 | 0.1598 | nan | nan |
2459952 | RF_maintenance | 100.00% | 100.00% | 0.05% | 0.00% | - | - | 11.142630 | 44.075251 | 10.075959 | 0.864743 | 8.528893 | 6.909274 | 2.509498 | 2.123297 | 0.0341 | 0.2754 | 0.1464 | nan | nan |
2459951 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.274095 | 35.636116 | 10.579200 | 0.765434 | 7.800386 | 4.439757 | 2.659066 | 5.316311 | 0.0360 | 0.3034 | 0.1762 | nan | nan |
2459950 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.225054 | 41.308324 | 11.038525 | 0.717978 | 10.024427 | 7.005717 | 0.866370 | 1.980810 | 0.0332 | 0.2969 | 0.1768 | nan | nan |
2459949 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.259855 | 42.697167 | 11.023016 | 0.876738 | 8.676134 | 5.212324 | 1.286652 | 3.386372 | 0.0355 | 0.2825 | 0.1584 | nan | nan |
2459948 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.474374 | 41.329135 | 13.024473 | 0.997673 | 8.122146 | 3.662423 | 2.835609 | 4.356470 | 0.0439 | 0.3033 | 0.1586 | nan | nan |
2459947 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.710395 | 41.382898 | 9.500550 | 0.597489 | 7.641454 | 6.263402 | 6.578176 | 3.283660 | 0.0405 | 0.3100 | 0.1668 | nan | nan |
2459946 | RF_maintenance | 100.00% | 100.00% | 1.35% | 0.00% | - | - | 9.859438 | 38.945352 | 8.692232 | 0.644262 | 10.797966 | 8.047399 | 2.642135 | 5.782155 | 0.0342 | 0.2792 | 0.1471 | nan | nan |
2459945 | RF_maintenance | 100.00% | 100.00% | 1.78% | 0.00% | - | - | 9.593976 | 37.268232 | 8.594088 | 0.666684 | 8.792761 | 5.300510 | 2.145616 | 7.052426 | 0.0383 | 0.2834 | 0.1482 | nan | nan |
2459944 | RF_maintenance | 100.00% | 100.00% | 4.16% | 0.00% | - | - | 9.326228 | 37.292010 | 8.965552 | 0.719599 | 8.044723 | 4.751632 | 1.006038 | 4.200719 | 0.0354 | 0.2853 | 0.1469 | nan | nan |
2459943 | RF_maintenance | 100.00% | 99.62% | 99.62% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | 0.5983 | 0.6759 | 0.4084 | nan | nan |
2459942 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.887834 | 42.822829 | 9.348594 | 0.656425 | 8.928620 | 4.889375 | 2.477370 | 3.190275 | 0.0403 | 0.2848 | 0.1479 | nan | nan |
2459941 | RF_maintenance | 100.00% | 100.00% | 7.89% | 0.00% | - | - | 10.286301 | 39.489730 | 8.509415 | 0.648599 | 8.468556 | 4.630402 | 1.252046 | 2.395780 | 0.0350 | 0.2632 | 0.1398 | nan | nan |
2459940 | RF_maintenance | 100.00% | 100.00% | 4.16% | 0.00% | - | - | 9.996112 | 39.743483 | 8.489879 | 0.555286 | 7.948577 | 5.874111 | 2.062135 | 2.238793 | 0.0351 | 0.2677 | 0.1393 | nan | nan |
2459939 | RF_maintenance | 100.00% | 100.00% | 3.84% | 0.00% | - | - | 9.975724 | 39.245091 | 8.388087 | 0.606231 | 7.223386 | 4.419536 | 1.526875 | 1.720902 | 0.0357 | 0.2764 | 0.1444 | nan | nan |
2459938 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 238.096666 | 237.868917 | inf | inf | 3395.106809 | 3195.445417 | 6241.134986 | 5098.206979 | nan | nan | nan | nan | nan |
2459937 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.253038 | 39.672887 | 9.300246 | 0.711137 | 7.480891 | 4.373333 | 3.764451 | 3.552309 | 0.0426 | 0.3078 | 0.1500 | nan | nan |
2459936 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.381272 | 31.989861 | 11.515683 | 0.567147 | 8.773828 | 3.990849 | 6.803129 | 3.799011 | 0.0368 | 0.5067 | 0.2374 | nan | nan |
2459935 | RF_maintenance | 100.00% | 100.00% | 3.79% | 0.00% | - | - | 10.035288 | 36.142617 | 8.279408 | 0.534105 | 8.990871 | 7.454827 | 2.833868 | 7.908973 | 0.0352 | 0.2938 | 0.1471 | nan | nan |
2459934 | RF_maintenance | 100.00% | 100.00% | 2.92% | 0.00% | - | - | 12.971654 | 44.709132 | 8.996837 | 0.260414 | 8.707027 | 5.422727 | 1.418847 | 1.680995 | 0.0374 | 0.2964 | 0.1454 | nan | nan |
2459933 | RF_maintenance | 100.00% | 100.00% | 0.24% | 0.00% | - | - | 10.719323 | 36.748716 | 9.514299 | 0.234746 | 8.530557 | 5.871012 | 0.977066 | 1.170147 | 0.0389 | 0.2944 | 0.1461 | nan | nan |
2459932 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 12.572975 | 43.222472 | 9.419185 | 0.740941 | 3.270390 | 7.920998 | 3.868387 | 3.021908 | 0.0403 | 0.2789 | 0.1274 | nan | nan |
2459931 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 12.022434 | 41.067415 | 10.100722 | 0.317581 | 6.736792 | 5.774985 | 1.886146 | 2.302717 | 0.0405 | 0.3104 | 0.1587 | nan | nan |
2459930 | RF_maintenance | 100.00% | 100.00% | 0.54% | 0.00% | - | - | 10.223394 | 36.039942 | 8.559129 | 0.493851 | 6.506973 | 5.704943 | 1.721926 | 1.818450 | 0.0380 | 0.2987 | 0.1510 | nan | nan |
2459929 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 5.933966 | 60.467093 | 11.026750 | 1.876516 | 1.570055 | 1.581048 | 1.767605 | 0.731737 | 0.0414 | 0.5275 | 0.2655 | nan | nan |
2459928 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.681722 | 11.132643 | 10.269390 | -0.734241 | 8.786561 | 5.232193 | 1.976742 | 3.509122 | 0.0380 | 0.3809 | 0.2503 | nan | nan |
2459927 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.815479 | 10.108718 | 9.612707 | -0.629407 | 3.131386 | 13.264504 | 2.376545 | 2.191866 | 0.0497 | 0.3489 | 0.2006 | nan | nan |
2459926 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.326275 | 12.287284 | 8.651411 | -0.191866 | 1.046400 | 0.836972 | 0.792468 | -0.012426 | 0.0407 | 0.5948 | 0.3267 | nan | nan |
2459925 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 7.305850 | 14.132654 | 11.194290 | 0.205870 | 4.755216 | 5.949403 | 3.056585 | -0.549880 | 0.0407 | 0.5450 | 0.3058 | nan | nan |
2459924 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.485636 | 10.652650 | 10.539219 | -0.794591 | 6.874658 | 5.479689 | 0.984293 | 2.317876 | 0.0386 | 0.3957 | 0.2533 | nan | nan |
2459923 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.662770 | 11.528946 | 10.144555 | -0.407036 | 5.948203 | 4.131692 | 2.564989 | 0.069973 | 0.0408 | 0.4727 | 0.2873 | nan | nan |
2459922 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.214835 | 10.998780 | 7.382404 | -0.592731 | 9.962434 | 7.130567 | 1.283756 | 3.138839 | 0.0384 | 0.3720 | 0.2352 | nan | nan |
2459921 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.247790 | 8.722482 | 8.172975 | -0.426052 | 11.486933 | 7.724631 | 1.303746 | 4.815788 | 0.0390 | 0.3559 | 0.2342 | 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% | 0.00% | 0.00% | - | - | 10.366950 | 8.223859 | 8.442786 | -0.535058 | 9.146637 | 6.090899 | 2.703726 | 2.539725 | 0.0400 | 0.3878 | 0.2451 | nan | nan |
2459918 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.806254 | 11.811621 | 8.643109 | -0.693950 | 7.018724 | 4.144121 | 3.135329 | 2.602997 | 0.0386 | 0.3946 | 0.2483 | nan | nan |
2459917 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.904690 | 10.643743 | 8.842608 | -0.720409 | 4.918418 | 14.718871 | 2.087478 | 1.850224 | 0.0369 | 0.3995 | 0.2696 | nan | nan |
2459916 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.277193 | 8.837941 | 8.833570 | -0.705994 | 7.404985 | 5.694687 | 2.762114 | 4.766540 | 0.0400 | 0.3958 | 0.2537 | nan | nan |
2459915 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.770586 | 10.083196 | 10.452970 | -0.726872 | 8.002043 | 3.498995 | 4.324267 | 3.153293 | 0.0465 | 0.4275 | 0.2600 | nan | nan |
2459914 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.723821 | 9.851080 | 11.125961 | -0.923486 | 8.711136 | 5.157376 | 6.944610 | 4.140016 | 0.0406 | 0.4729 | 0.2813 | nan | nan |
2459913 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.705776 | 12.862463 | 9.333016 | -0.727455 | 9.057507 | 5.797229 | 6.426686 | 4.304059 | 0.0382 | 0.3959 | 0.2575 | nan | nan |
2459912 | RF_maintenance | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.877055 | 3.138301 | 8.256976 | -0.277830 | 8.748120 | 0.912605 | 1.700019 | 1.040398 | 0.0420 | 0.6986 | 0.4936 | nan | nan |
2459911 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.487559 | 2.945127 | 8.802808 | -0.448398 | 8.568440 | 0.768283 | 0.548475 | -0.218970 | 0.0407 | 0.6974 | 0.4987 | nan | nan |
2459910 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.741085 | 3.145401 | 8.770623 | -0.480057 | 8.779629 | -0.442328 | 0.841156 | 0.071042 | 0.0409 | 0.7011 | 0.5019 | nan | nan |
2459909 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.229678 | 3.617411 | 8.521863 | -0.445487 | 7.545413 | 0.723823 | 1.603086 | 0.789459 | 0.0395 | 0.6975 | 0.4996 | nan | nan |
2459908 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.755904 | 3.905644 | 8.199036 | -0.358465 | 6.398744 | 0.535867 | 1.945312 | -0.078854 | 0.0418 | 0.7069 | 0.5022 | nan | nan |
2459907 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.747853 | 3.531524 | 8.797074 | -0.438357 | 6.919583 | 0.200385 | 1.710494 | 1.082489 | 0.0465 | 0.7051 | 0.4999 | nan | nan |
2459906 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.517631 | 3.788032 | 9.276290 | -0.589312 | 7.977435 | 0.397512 | 2.075126 | 0.143770 | 0.0405 | 0.6968 | 0.4897 | nan | nan |
2459905 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.070418 | 3.654647 | 9.064200 | -0.541689 | 12.405098 | 0.883706 | 1.440317 | 1.081313 | 0.0364 | 0.6921 | 0.4462 | nan | nan |
2459904 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.825466 | 2.971221 | 9.930007 | -0.558719 | 9.004208 | -0.278099 | 3.604688 | 0.162566 | 0.0375 | 0.6931 | 0.4459 | nan | nan |
2459903 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.498382 | 3.268175 | 9.738409 | -0.597676 | 7.253610 | 0.070356 | 3.799967 | 0.114587 | 0.0395 | 0.6993 | 0.4556 | nan | nan |
2459902 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 12.016452 | 4.226479 | 10.260320 | -0.763455 | 7.825249 | -0.105542 | 1.971466 | -0.153522 | 0.0436 | 0.6986 | 0.4491 | nan | nan |
2459901 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.088775 | 4.394858 | 9.142925 | -0.507217 | 7.168401 | 0.147250 | 1.916168 | -0.045781 | 0.0289 | 0.0782 | 0.0484 | nan | nan |
2459900 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.054480 | 3.951451 | 9.615148 | -0.504260 | 9.137878 | 0.514290 | 1.690947 | -0.146853 | 0.0422 | 0.6670 | 0.4492 | nan | nan |
2459898 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.755639 | 3.278735 | 9.119611 | -0.604642 | 8.239963 | -0.076392 | 2.878152 | 0.546141 | 0.0395 | 0.7007 | 0.4895 | nan | nan |
2459897 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.554785 | 2.949259 | 9.142690 | -0.513394 | 9.494201 | -0.444406 | 2.764537 | 0.838845 | 0.0379 | 0.7002 | 0.4031 | nan | nan |
2459896 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 9.814425 | 3.209524 | 9.416518 | -0.641489 | 9.950412 | -0.092387 | 1.889270 | 0.303867 | 0.0398 | 0.7035 | 0.4068 | nan | nan |
2459895 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 12.361922 | 3.662802 | 12.242575 | -0.871807 | 10.235613 | 0.310602 | 6.036162 | -0.800380 | 0.0431 | 0.7837 | 0.4173 | nan | nan |
2459894 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.317883 | 3.705861 | 8.346816 | -0.443874 | 9.832937 | 0.545919 | 2.590588 | 1.087429 | 0.0415 | 0.7020 | 0.4187 | nan | nan |
2459893 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.612393 | 3.782187 | 8.891762 | -0.523907 | 8.146798 | 0.449553 | 3.558155 | 1.088303 | 0.0418 | 0.7065 | 0.4645 | nan | nan |
2459892 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 11.689087 | 3.691647 | 10.449417 | -0.750248 | 6.668500 | 0.675553 | 2.652509 | 0.849566 | 0.0465 | 0.7099 | 0.4934 | nan | nan |
2459891 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.411320 | 3.278041 | 10.245997 | -0.666150 | 8.492839 | -0.830115 | 2.069930 | 0.079203 | 0.0400 | 0.7016 | 0.4767 | nan | nan |
2459890 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.961935 | 3.517583 | 12.688458 | -0.873700 | 8.199319 | -0.270585 | 0.999026 | 1.754656 | 0.0391 | 0.6990 | 0.4810 | nan | nan |
2459889 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 12.227307 | 3.679285 | 9.844414 | -0.709072 | 11.107592 | 0.287936 | 3.585631 | 0.238592 | 0.0438 | 0.7047 | 0.4802 | nan | nan |
2459888 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.243072 | 3.061496 | 11.869168 | -0.838478 | 9.883725 | 0.124718 | 2.521239 | 0.337046 | 0.0423 | 0.7228 | 0.4878 | nan | nan |
2459887 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 10.913483 | 3.194586 | 12.019948 | -0.956442 | 7.415829 | 0.034395 | 1.752706 | 0.450292 | 0.0420 | 0.7066 | 0.4829 | nan | nan |
2459886 | digital_ok | 100.00% | 65.59% | 0.00% | 0.00% | - | - | 15.060823 | 3.583522 | 10.411969 | -0.651401 | 6.066059 | 0.505572 | 2.208455 | -0.465334 | 0.2412 | 0.7675 | 0.4613 | nan | nan |
2459885 | digital_ok | 100.00% | 41.14% | 0.00% | 0.00% | - | - | 17.963726 | 3.494915 | 60.720488 | 0.855719 | 13.419128 | 2.455387 | 14.662846 | 1.013725 | 0.2673 | 0.7406 | 0.4600 | nan | nan |
2459884 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459883 | digital_ok | 100.00% | 67.95% | 0.00% | 0.00% | - | - | 14.071172 | 3.285218 | 54.966543 | 0.891475 | 7.559343 | -0.110751 | 5.131089 | 4.455191 | 0.1917 | 0.7050 | 0.4828 | nan | nan |
2459882 | digital_ok | 100.00% | 39.41% | 0.00% | 0.00% | - | - | 22.631798 | 6.100208 | 60.716727 | 0.339327 | 10.767883 | 0.777489 | 2.251903 | 1.687238 | 0.2464 | 0.7059 | 0.4678 | nan | nan |
2459881 | digital_ok | 100.00% | 44.21% | 0.00% | 0.00% | - | - | 13.040398 | 3.304155 | 69.746887 | 0.798722 | 20.755081 | 0.608682 | 7.760660 | 3.871545 | 0.2893 | 0.7483 | 0.4248 | nan | nan |
2459880 | digital_ok | 100.00% | 59.76% | 0.00% | 0.00% | - | - | 15.933883 | 4.010776 | 57.842307 | 0.672534 | 6.449413 | -0.107202 | 2.317960 | 2.023700 | 0.1964 | 0.7045 | 0.4907 | nan | nan |
2459879 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459878 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.495403 | 3.878960 | 70.168306 | 1.247963 | 11.070697 | 0.867759 | 7.682341 | 4.472919 | 0.0518 | 0.0670 | 0.0431 | nan | nan |
2459876 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.238118 | 3.553817 | 50.307590 | 0.225263 | 27.894859 | 0.422871 | 6.716855 | 4.972446 | 0.0563 | 0.0702 | 0.0497 | nan | nan |
2459875 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.105857 | 4.617799 | 65.031739 | 0.633337 | 10.906013 | 0.821459 | 3.254381 | 0.880267 | 0.0627 | 0.0664 | 0.0457 | nan | nan |
2459874 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 23.990476 | 6.049348 | 34.294076 | -0.016721 | 16.507812 | -0.354020 | 4.706479 | 1.648910 | 0.0516 | 0.0629 | 0.0352 | nan | nan |
2459873 | digital_ok | 100.00% | 14.07% | 0.00% | 0.00% | - | - | 17.009658 | 4.631267 | 43.660509 | -0.226058 | 6.732050 | 0.862023 | 2.071553 | 1.926263 | 0.2981 | 0.6980 | 0.5348 | nan | nan |
2459872 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459871 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 8.971406 | 3.356395 | 56.386173 | 1.034464 | 11.144535 | 0.344606 | 0.935487 | 0.363012 | 0.0845 | 0.0791 | 0.0396 | nan | nan |
2459870 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 17.627251 | 5.661363 | 43.956836 | 0.571729 | 7.529144 | -0.496866 | 3.840625 | 2.370433 | 0.3902 | 0.7027 | 0.5033 | nan | nan |
2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 14.037467 | 4.788360 | 43.271055 | 0.806095 | 9.388921 | 0.150980 | 4.101393 | 0.304946 | 0.4467 | 0.7236 | 0.4951 | nan | nan |
2459868 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.942251 | 4.692032 | 60.637772 | 0.403338 | 5.885892 | 0.228934 | 2.438590 | 2.346957 | 0.5124 | 0.6964 | 0.4684 | nan | nan |
2459867 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.665187 | 3.755888 | 46.904164 | 0.008767 | 2.446344 | 0.408609 | 1.633010 | 0.862875 | 0.5327 | 0.7021 | 0.4670 | nan | nan |
2459866 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.023726 | 4.332285 | 43.073639 | 0.007238 | 13.307286 | 0.377427 | 0.345518 | -0.018339 | 0.5439 | 0.7037 | 0.4571 | nan | nan |
2459865 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.101065 | 3.983709 | 35.348526 | -0.495335 | 31.595942 | -0.404255 | 6.014178 | 1.397316 | 0.0919 | 0.0705 | 0.0198 | nan | nan |
2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.459965 | 4.663878 | 15.166198 | -1.092292 | 23.960391 | 0.444281 | 3.499452 | 2.137629 | 0.6276 | 0.6968 | 0.4338 | nan | nan |
2459863 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.126709 | 4.002625 | 4.236193 | -0.200327 | 25.294109 | 0.295279 | 2.503079 | 0.996221 | 0.6373 | 0.6856 | 0.4192 | nan | nan |
2459862 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.572287 | 4.049749 | 18.026089 | -0.799187 | 19.612768 | -1.050811 | 1.196650 | 0.241035 | 0.6003 | 0.7140 | 0.4547 | nan | nan |
2459861 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.646339 | 3.650215 | 5.339823 | -0.063856 | 9.359126 | 0.871275 | 2.781680 | 0.438349 | 0.6204 | 0.6939 | 0.4446 | nan | nan |
2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.844496 | 3.710195 | 18.175484 | -0.302465 | 1.640160 | -0.044160 | 0.875576 | 0.055957 | 0.6007 | 0.6995 | 0.4485 | nan | nan |
2459859 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.838536 | 3.315438 | 6.643175 | -0.175653 | 0.814276 | 0.308353 | -0.122476 | 1.229769 | 0.6048 | 0.7012 | 0.4478 | nan | nan |
2459858 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.720492 | 3.891881 | 6.638001 | -0.262327 | 4.359394 | 0.288182 | 0.988643 | 2.197022 | 0.6240 | 0.7073 | 0.4535 | 2.018798 | 3.035528 |
2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.410743 | -0.344611 | 1.200583 | -0.314724 | 3.342624 | 1.473131 | 6.539091 | 1.617545 | 0.0243 | 0.0261 | 0.0009 | nan | nan |
2459856 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.383163 | 4.424299 | 17.019414 | 0.234886 | 5.074223 | 0.197933 | 1.727120 | 2.197452 | 0.6069 | 0.7228 | 0.4487 | 2.138299 | 3.077017 |
2459855 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.634514 | 5.362652 | 15.039054 | -0.222276 | 21.804574 | -0.162065 | 0.906790 | 0.535745 | 0.6188 | 0.7365 | 0.4719 | 2.137468 | 2.851613 |
2459854 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.941663 | 5.088744 | 12.846304 | -0.646450 | 9.116062 | 0.621557 | 1.432557 | 0.984761 | 0.6233 | 0.7512 | 0.4810 | 2.053458 | 2.641442 |
2459853 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459852 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.857166 | 2.473961 | 8.657414 | -0.743040 | 30.025347 | -0.285812 | 9.054680 | -0.056625 | 0.8224 | 0.8525 | 0.2335 | 4.997521 | 6.043971 |
2459850 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.075226 | 3.391758 | 16.394289 | -0.594066 | 7.282605 | 2.461436 | 2.316156 | 3.470557 | 0.6517 | 0.7736 | 0.3909 | 2.016247 | 3.003831 |
2459849 | digital_ok | 100.00% | 14.56% | 0.00% | 0.00% | 100.00% | 0.00% | 9.380152 | 4.475551 | 40.658429 | 0.263149 | 6.046519 | -0.268293 | 2.244994 | 1.868352 | 0.5337 | 0.7660 | 0.4483 | 1.950773 | 3.699272 |
2459848 | digital_ok | 100.00% | 61.93% | 0.00% | 0.00% | 100.00% | 0.00% | 10.713816 | 4.217196 | 27.532794 | 0.599446 | 11.896257 | 0.902527 | 1.302464 | 0.877495 | 0.4018 | 0.7633 | 0.5143 | 1.547303 | 3.361030 |
2459847 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459846 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.615865 | 4.669559 | 29.905259 | 0.739301 | 11.080025 | 0.133530 | 2.796807 | -0.047002 | 0.5992 | 0.6867 | 0.4366 | 1.088799 | 1.774993 |
2459845 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459843 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459842 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.577430 | 3.610117 | 7.187269 | -0.572806 | -0.235496 | 0.215789 | -0.139990 | 0.666927 | 0.1867 | 0.7106 | 0.5028 | 1.428460 | 4.973742 |
2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459840 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.188527 | -0.217211 | 1.416269 | 0.921504 | -0.138692 | -0.512602 | -1.497545 | -1.911183 | 0.0251 | 0.0293 | 0.0035 | nan | nan |
2459839 | digital_ok | 100.00% | - | - | - | - | - | -0.656949 | -0.582563 | 15.920649 | 14.225455 | 1.578242 | 0.522243 | -1.149584 | -2.111560 | nan | nan | nan | nan | nan |
2459838 | digital_ok | 100.00% | 46.05% | 0.00% | 0.00% | 100.00% | 0.00% | 12.701134 | 4.821495 | 16.059502 | 1.599320 | 7.986476 | 0.523758 | 1.664875 | 1.892633 | 0.4502 | 0.7153 | 0.4978 | 1.856185 | 4.913884 |
2459836 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0346 | 0.0353 | 0.0015 | nan | nan |
2459835 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.883243 | -0.810104 | 0.260853 | 0.909631 | 0.109731 | -0.417011 | 1.769131 | 0.026208 | 0.0334 | 0.0332 | 0.0011 | nan | nan |
2459833 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459832 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.742275 | 6.560330 | 13.965514 | 0.478123 | 16.860856 | -0.682707 | 2.617190 | -0.365023 | 0.7116 | 0.5475 | 0.5357 | 2.702520 | 2.910766 |
2459831 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459830 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459829 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459828 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459827 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459826 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.906525 | 4.754708 | 16.535769 | 0.898731 | 2.147203 | -0.888665 | 1.013769 | 0.871089 | 0.7678 | 0.6036 | 0.4980 | 4.965277 | 9.968237 |
2459825 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.695595 | 4.871689 | 8.904718 | 0.398057 | -0.328329 | -1.019328 | -0.740700 | -0.598051 | 0.7794 | 0.5766 | 0.5264 | 3.025354 | 2.309915 |
2459824 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.391930 | 4.427735 | 7.277254 | 0.987640 | 2.867156 | -1.030596 | -0.124775 | -0.143256 | 0.6629 | 0.7301 | 0.4092 | 0.000000 | 0.000000 |
2459823 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
2459822 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.238544 | 4.983391 | 13.077987 | 0.419879 | 0.394274 | -1.196191 | 0.475963 | -0.604885 | 0.7888 | 0.6174 | 0.5099 | 3.807409 | 3.103822 |
2459821 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.837513 | 5.263337 | 11.521198 | 0.936271 | 1.845581 | -1.271823 | -1.197137 | -1.374377 | 0.7813 | 0.6210 | 0.5200 | 2.736179 | 2.448341 |
2459820 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.012552 | 6.317994 | 9.627125 | 0.708550 | 13.603603 | 1.224091 | 1.230699 | 1.672933 | 0.7405 | 0.6906 | 0.4383 | 3.712741 | 3.733878 |
2459817 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.530764 | 4.152764 | 5.414691 | 0.958195 | 1.573813 | -0.766446 | -0.146486 | -0.537790 | 0.8087 | 0.6720 | 0.5078 | 3.119185 | 2.771632 |
2459816 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.139621 | 5.042184 | 3.752970 | 1.390017 | 1.457873 | 1.194940 | 0.072229 | 0.533731 | 0.8399 | 0.6019 | 0.5873 | 3.638077 | 2.947332 |
2459815 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.275801 | 4.277181 | 3.165362 | 1.419716 | 1.070968 | 0.558477 | 0.252833 | 0.007967 | 0.7946 | 0.6641 | 0.5348 | 3.914345 | 3.351348 |
2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459813 | digital_ok | 100.00% | 100.00% | 68.21% | 0.00% | 100.00% | 0.00% | 25.548636 | 56.444360 | 22.986807 | 6.495482 | 75.790556 | 54.367913 | 4.213998 | 7.452396 | 0.1959 | 0.3836 | 0.2310 | 0.000000 | 0.000000 |
auto_metrics
notebooks.¶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
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.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.509081 | 41.509081 | 10.501205 | 0.942027 | 9.819030 | 4.132490 | 9.403125 | 11.514120 | 1.239838 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 43.100979 | 10.653012 | 43.100979 | 10.037554 | 0.790064 | 10.551636 | 5.428711 | 0.599825 | 6.936358 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 40.274853 | 10.163451 | 40.274853 | 10.811769 | 0.824104 | 10.639298 | 4.703420 | 1.801841 | 8.055689 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.041068 | 10.332980 | 41.041068 | 10.340311 | 0.942965 | 7.613313 | 3.056033 | 0.704568 | 3.081239 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 39.866747 | 9.730078 | 39.866747 | 10.320071 | 0.872949 | 11.940988 | 6.160886 | -0.079293 | 2.596603 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 38.303644 | 9.522974 | 38.303644 | 9.746781 | 0.850732 | 11.369649 | 6.354622 | 1.030177 | 3.090384 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 42.157944 | 42.157944 | 10.476320 | 0.866106 | 10.149650 | 5.916565 | 10.613010 | 2.940359 | 0.567613 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 44.092279 | 11.056056 | 44.092279 | 9.800132 | 0.896495 | 9.943629 | 5.484613 | 0.881695 | 2.683707 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Temporal Variability | 14.776542 | 5.762731 | 14.120016 | 10.703477 | 2.430474 | 14.776542 | 10.687179 | 6.152597 | 2.995121 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.566805 | 10.401440 | 41.566805 | 10.814024 | 0.793328 | 11.857048 | 6.175694 | 0.512477 | 2.496976 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 44.450733 | 44.450733 | 11.283067 | 0.767143 | 10.172776 | 6.243088 | 11.813774 | 3.607897 | 1.599864 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 40.905199 | 40.905199 | 10.196310 | 0.764083 | 9.567966 | 4.364915 | 8.668330 | 3.517310 | 1.953931 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 40.602907 | 40.602907 | 11.020718 | 0.697524 | 11.914892 | 6.625854 | 8.234033 | 1.145183 | 2.543420 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 36.594548 | 36.594548 | 9.834824 | 1.545487 | 10.317650 | 12.298683 | 12.387042 | 3.481501 | 5.511802 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 43.527744 | 43.527744 | 10.982867 | 0.994312 | 10.036257 | 6.982149 | 10.335474 | 2.208659 | 2.673312 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 46.840281 | 10.876620 | 46.840281 | 10.988369 | 1.162739 | 9.383320 | 4.815483 | 0.739587 | 3.406118 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 42.159118 | 42.159118 | 10.689051 | 0.670507 | 9.540561 | 5.149447 | 9.828996 | 2.223545 | 0.244896 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 37.262191 | 37.262191 | 9.847066 | 0.534823 | 9.735031 | 8.118544 | 11.452265 | 2.373296 | 0.809476 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 38.245311 | 38.245311 | 10.513312 | 1.048628 | 9.683050 | 5.154111 | 10.661937 | 3.183006 | 7.373773 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 34.958417 | 9.115581 | 34.958417 | 9.045923 | 0.562433 | 10.304799 | 5.667598 | 0.696126 | 3.561116 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 39.336522 | 39.336522 | 10.287291 | 0.665377 | 9.184576 | 5.689396 | 10.243074 | 2.344289 | 1.508765 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 37.992513 | 37.992513 | 9.999910 | 0.721928 | 9.894057 | 8.062638 | 11.347758 | 1.758122 | 0.919520 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 44.075251 | 44.075251 | 11.142630 | 0.864743 | 10.075959 | 6.909274 | 8.528893 | 2.123297 | 2.509498 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 35.636116 | 35.636116 | 9.274095 | 0.765434 | 10.579200 | 4.439757 | 7.800386 | 5.316311 | 2.659066 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.308324 | 41.308324 | 11.225054 | 0.717978 | 11.038525 | 7.005717 | 10.024427 | 1.980810 | 0.866370 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 42.697167 | 11.259855 | 42.697167 | 11.023016 | 0.876738 | 8.676134 | 5.212324 | 1.286652 | 3.386372 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.329135 | 10.474374 | 41.329135 | 13.024473 | 0.997673 | 8.122146 | 3.662423 | 2.835609 | 4.356470 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.382898 | 41.382898 | 10.710395 | 0.597489 | 9.500550 | 6.263402 | 7.641454 | 3.283660 | 6.578176 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 38.945352 | 38.945352 | 9.859438 | 0.644262 | 8.692232 | 8.047399 | 10.797966 | 5.782155 | 2.642135 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 37.268232 | 37.268232 | 9.593976 | 0.666684 | 8.594088 | 5.300510 | 8.792761 | 7.052426 | 2.145616 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 37.292010 | 9.326228 | 37.292010 | 8.965552 | 0.719599 | 8.044723 | 4.751632 | 1.006038 | 4.200719 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 42.822829 | 42.822829 | 10.887834 | 0.656425 | 9.348594 | 4.889375 | 8.928620 | 3.190275 | 2.477370 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 39.489730 | 39.489730 | 10.286301 | 0.648599 | 8.509415 | 4.630402 | 8.468556 | 2.395780 | 1.252046 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 39.743483 | 39.743483 | 9.996112 | 0.555286 | 8.489879 | 5.874111 | 7.948577 | 2.238793 | 2.062135 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 39.245091 | 39.245091 | 9.975724 | 0.606231 | 8.388087 | 4.419536 | 7.223386 | 1.720902 | 1.526875 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Power | inf | 237.868917 | 238.096666 | inf | inf | 3195.445417 | 3395.106809 | 5098.206979 | 6241.134986 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 39.672887 | 10.253038 | 39.672887 | 9.300246 | 0.711137 | 7.480891 | 4.373333 | 3.764451 | 3.552309 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 31.989861 | 9.381272 | 31.989861 | 11.515683 | 0.567147 | 8.773828 | 3.990849 | 6.803129 | 3.799011 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 36.142617 | 36.142617 | 10.035288 | 0.534105 | 8.279408 | 7.454827 | 8.990871 | 7.908973 | 2.833868 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 44.709132 | 12.971654 | 44.709132 | 8.996837 | 0.260414 | 8.707027 | 5.422727 | 1.418847 | 1.680995 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 36.748716 | 36.748716 | 10.719323 | 0.234746 | 9.514299 | 5.871012 | 8.530557 | 1.170147 | 0.977066 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 43.222472 | 43.222472 | 12.572975 | 0.740941 | 9.419185 | 7.920998 | 3.270390 | 3.021908 | 3.868387 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 41.067415 | 12.022434 | 41.067415 | 10.100722 | 0.317581 | 6.736792 | 5.774985 | 1.886146 | 2.302717 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 36.039942 | 10.223394 | 36.039942 | 8.559129 | 0.493851 | 6.506973 | 5.704943 | 1.721926 | 1.818450 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 60.467093 | 60.467093 | 5.933966 | 1.876516 | 11.026750 | 1.581048 | 1.570055 | 0.731737 | 1.767605 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 11.132643 | 11.132643 | 9.681722 | -0.734241 | 10.269390 | 5.232193 | 8.786561 | 3.509122 | 1.976742 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Temporal Variability | 13.264504 | 10.108718 | 10.815479 | -0.629407 | 9.612707 | 13.264504 | 3.131386 | 2.191866 | 2.376545 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 12.287284 | 12.287284 | 9.326275 | -0.191866 | 8.651411 | 0.836972 | 1.046400 | -0.012426 | 0.792468 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 14.132654 | 7.305850 | 14.132654 | 11.194290 | 0.205870 | 4.755216 | 5.949403 | 3.056585 | -0.549880 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 10.652650 | 10.485636 | 10.652650 | 10.539219 | -0.794591 | 6.874658 | 5.479689 | 0.984293 | 2.317876 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Shape | 11.662770 | 11.528946 | 11.662770 | -0.407036 | 10.144555 | 4.131692 | 5.948203 | 0.069973 | 2.564989 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 10.998780 | 10.998780 | 10.214835 | -0.592731 | 7.382404 | 7.130567 | 9.962434 | 3.138839 | 1.283756 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Temporal Variability | 11.486933 | 9.247790 | 8.722482 | 8.172975 | -0.426052 | 11.486933 | 7.724631 | 1.303746 | 4.815788 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Shape | 10.366950 | 10.366950 | 8.223859 | 8.442786 | -0.535058 | 9.146637 | 6.090899 | 2.703726 | 2.539725 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 11.811621 | 11.811621 | 11.806254 | -0.693950 | 8.643109 | 4.144121 | 7.018724 | 2.602997 | 3.135329 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Temporal Variability | 14.718871 | 10.643743 | 9.904690 | -0.720409 | 8.842608 | 14.718871 | 4.918418 | 1.850224 | 2.087478 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Shape | 10.277193 | 10.277193 | 8.837941 | 8.833570 | -0.705994 | 7.404985 | 5.694687 | 2.762114 | 4.766540 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Shape | 10.770586 | 10.770586 | 10.083196 | 10.452970 | -0.726872 | 8.002043 | 3.498995 | 4.324267 | 3.153293 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Shape | 11.723821 | 11.723821 | 9.851080 | 11.125961 | -0.923486 | 8.711136 | 5.157376 | 6.944610 | 4.140016 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | nn Shape | 12.862463 | 12.862463 | 11.705776 | -0.727455 | 9.333016 | 5.797229 | 9.057507 | 4.304059 | 6.426686 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | RF_maintenance | ee Shape | 9.877055 | 3.138301 | 9.877055 | -0.277830 | 8.256976 | 0.912605 | 8.748120 | 1.040398 | 1.700019 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 9.487559 | 2.945127 | 9.487559 | -0.448398 | 8.802808 | 0.768283 | 8.568440 | -0.218970 | 0.548475 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 9.741085 | 3.145401 | 9.741085 | -0.480057 | 8.770623 | -0.442328 | 8.779629 | 0.071042 | 0.841156 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 10.229678 | 3.617411 | 10.229678 | -0.445487 | 8.521863 | 0.723823 | 7.545413 | 0.789459 | 1.603086 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 10.755904 | 10.755904 | 3.905644 | 8.199036 | -0.358465 | 6.398744 | 0.535867 | 1.945312 | -0.078854 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 10.747853 | 3.531524 | 10.747853 | -0.438357 | 8.797074 | 0.200385 | 6.919583 | 1.082489 | 1.710494 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 10.517631 | 3.788032 | 10.517631 | -0.589312 | 9.276290 | 0.397512 | 7.977435 | 0.143770 | 2.075126 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Temporal Variability | 12.405098 | 3.654647 | 10.070418 | -0.541689 | 9.064200 | 0.883706 | 12.405098 | 1.081313 | 1.440317 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 9.930007 | 2.971221 | 9.825466 | -0.558719 | 9.930007 | -0.278099 | 9.004208 | 0.162566 | 3.604688 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 10.498382 | 3.268175 | 10.498382 | -0.597676 | 9.738409 | 0.070356 | 7.253610 | 0.114587 | 3.799967 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 12.016452 | 12.016452 | 4.226479 | 10.260320 | -0.763455 | 7.825249 | -0.105542 | 1.971466 | -0.153522 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 12.088775 | 12.088775 | 4.394858 | 9.142925 | -0.507217 | 7.168401 | 0.147250 | 1.916168 | -0.045781 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 11.054480 | 11.054480 | 3.951451 | 9.615148 | -0.504260 | 9.137878 | 0.514290 | 1.690947 | -0.146853 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 9.755639 | 3.278735 | 9.755639 | -0.604642 | 9.119611 | -0.076392 | 8.239963 | 0.546141 | 2.878152 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 9.554785 | 2.949259 | 9.554785 | -0.513394 | 9.142690 | -0.444406 | 9.494201 | 0.838845 | 2.764537 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Temporal Variability | 9.950412 | 3.209524 | 9.814425 | -0.641489 | 9.416518 | -0.092387 | 9.950412 | 0.303867 | 1.889270 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 12.361922 | 12.361922 | 3.662802 | 12.242575 | -0.871807 | 10.235613 | 0.310602 | 6.036162 | -0.800380 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 11.317883 | 3.705861 | 11.317883 | -0.443874 | 8.346816 | 0.545919 | 9.832937 | 1.087429 | 2.590588 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 11.612393 | 11.612393 | 3.782187 | 8.891762 | -0.523907 | 8.146798 | 0.449553 | 3.558155 | 1.088303 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 11.689087 | 3.691647 | 11.689087 | -0.750248 | 10.449417 | 0.675553 | 6.668500 | 0.849566 | 2.652509 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 10.411320 | 10.411320 | 3.278041 | 10.245997 | -0.666150 | 8.492839 | -0.830115 | 2.069930 | 0.079203 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 12.688458 | 3.517583 | 10.961935 | -0.873700 | 12.688458 | -0.270585 | 8.199319 | 1.754656 | 0.999026 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 12.227307 | 12.227307 | 3.679285 | 9.844414 | -0.709072 | 11.107592 | 0.287936 | 3.585631 | 0.238592 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 11.869168 | 3.061496 | 10.243072 | -0.838478 | 11.869168 | 0.124718 | 9.883725 | 0.337046 | 2.521239 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 12.019948 | 3.194586 | 10.913483 | -0.956442 | 12.019948 | 0.034395 | 7.415829 | 0.450292 | 1.752706 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Shape | 15.060823 | 15.060823 | 3.583522 | 10.411969 | -0.651401 | 6.066059 | 0.505572 | 2.208455 | -0.465334 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 60.720488 | 3.494915 | 17.963726 | 0.855719 | 60.720488 | 2.455387 | 13.419128 | 1.013725 | 14.662846 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 54.966543 | 3.285218 | 14.071172 | 0.891475 | 54.966543 | -0.110751 | 7.559343 | 4.455191 | 5.131089 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 60.716727 | 6.100208 | 22.631798 | 0.339327 | 60.716727 | 0.777489 | 10.767883 | 1.687238 | 2.251903 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 69.746887 | 3.304155 | 13.040398 | 0.798722 | 69.746887 | 0.608682 | 20.755081 | 3.871545 | 7.760660 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 57.842307 | 4.010776 | 15.933883 | 0.672534 | 57.842307 | -0.107202 | 6.449413 | 2.023700 | 2.317960 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 70.168306 | 3.878960 | 14.495403 | 1.247963 | 70.168306 | 0.867759 | 11.070697 | 4.472919 | 7.682341 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 50.307590 | 16.238118 | 3.553817 | 50.307590 | 0.225263 | 27.894859 | 0.422871 | 6.716855 | 4.972446 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 65.031739 | 16.105857 | 4.617799 | 65.031739 | 0.633337 | 10.906013 | 0.821459 | 3.254381 | 0.880267 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 34.294076 | 23.990476 | 6.049348 | 34.294076 | -0.016721 | 16.507812 | -0.354020 | 4.706479 | 1.648910 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
108 | N09 | digital_ok | ee Power | 43.660509 | 17.009658 | 4.631267 | 43.660509 | -0.226058 | 6.732050 | 0.862023 | 2.071553 | 1.926263 |