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 = "220" 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 158 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 155 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) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2459975 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.484761 | -1.280809 | 0.343141 | -0.480785 | -0.589539 | -0.488793 | 2.468123 | -1.274451 | 0.6111 | 0.6200 | 0.3819 | nan | nan |
2459974 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.262949 | -1.082232 | 0.382979 | -0.474407 | -0.618956 | -1.026909 | 4.388383 | -1.784731 | 0.6163 | 0.6239 | 0.3815 | nan | nan |
2459973 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.347045 | -1.159754 | 0.409407 | -0.592683 | -0.727811 | -0.915753 | 2.358347 | -1.285954 | 0.6235 | 0.6303 | 0.3812 | nan | nan |
2459972 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.066524 | -0.901386 | 0.591949 | -0.030251 | -0.852117 | 1.357929 | 2.667445 | -0.997815 | 0.6093 | 0.6175 | 0.3816 | nan | nan |
2459971 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.245437 | -1.133220 | 0.486883 | -0.233640 | -0.544519 | 0.544866 | 3.117942 | -1.117523 | 0.6125 | 0.6214 | 0.3809 | nan | nan |
2459970 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.272960 | -0.993397 | 0.724568 | -0.173969 | -0.830002 | -0.371947 | 2.243121 | -1.800675 | 0.6167 | 0.6241 | 0.3823 | nan | nan |
2459969 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.281519 | -1.064062 | 0.631591 | -0.205645 | -0.500800 | -1.054656 | 1.898398 | -1.234742 | 0.6256 | 0.6319 | 0.3837 | nan | nan |
2459968 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.541790 | -0.962185 | 0.867055 | -0.007738 | -1.067230 | 0.566606 | 0.401387 | -0.702424 | 0.7275 | 0.7259 | 0.2676 | nan | nan |
2459967 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.167276 | -0.849010 | 0.807179 | 0.123651 | -0.639163 | 1.209099 | 2.543906 | -1.289905 | 0.6224 | 0.6291 | 0.3737 | nan | nan |
2459966 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.028841 | -0.884080 | 0.830894 | 0.010859 | -0.491879 | 1.793140 | 4.528119 | -1.240832 | 0.6202 | 0.6265 | 0.3755 | nan | nan |
2459965 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.158798 | -0.857735 | 0.638811 | -0.123972 | -0.492741 | 0.911628 | 2.263460 | -1.255226 | 0.6280 | 0.6342 | 0.3646 | nan | nan |
2459964 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.060993 | -1.347683 | 0.602452 | -0.181658 | -0.875731 | 0.748092 | 1.265415 | -1.235261 | 0.6716 | 0.6724 | 0.3248 | nan | nan |
2459963 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.692909 | -0.887265 | 0.446790 | -0.349516 | -0.319506 | -1.027664 | -0.193317 | -0.689238 | 0.7065 | 0.7016 | 0.2489 | nan | nan |
2459962 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.142857 | -1.315056 | 0.323651 | -0.386566 | -0.551593 | -0.442586 | -0.113223 | -0.955601 | 0.6670 | 0.6716 | 0.3300 | nan | nan |
2459961 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.051156 | -0.651098 | 0.592445 | -0.098647 | -1.117713 | -0.400861 | -0.042745 | -0.865150 | 0.7400 | 0.7279 | 0.2418 | nan | nan |
2459960 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.344165 | -1.279270 | 0.660848 | 0.064109 | -0.627568 | 1.209051 | 1.135898 | -1.076421 | 0.6423 | 0.6419 | 0.3271 | nan | nan |
2459959 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.902982 | -1.245526 | 0.355418 | -0.334041 | -0.579109 | 0.646557 | 2.344164 | -0.928535 | 0.6142 | 0.6240 | 0.3778 | nan | nan |
2459958 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.254080 | -0.945499 | 0.606754 | -0.000302 | -0.541655 | 0.735870 | 2.305491 | -1.158228 | 0.6203 | 0.6258 | 0.3805 | nan | nan |
2459957 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.322208 | -1.084095 | 0.728118 | 0.011948 | -0.681335 | 2.000588 | 3.128474 | -1.429916 | 0.6224 | 0.6310 | 0.3827 | nan | nan |
2459956 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.021628 | -0.286779 | 0.810993 | 0.041385 | -0.028116 | 1.988695 | 0.408023 | -1.261079 | 0.6683 | 0.6656 | 0.3165 | nan | nan |
2459955 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.887447 | -0.786374 | 0.661958 | -0.046370 | -0.442048 | 1.034054 | 2.771184 | -1.240592 | 0.6188 | 0.6294 | 0.3832 | nan | nan |
2459954 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.247494 | -0.570034 | 0.961407 | 0.062634 | -0.486754 | -0.408329 | 4.890134 | -1.350099 | 0.6194 | 0.6293 | 0.3918 | nan | nan |
2459953 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.390284 | -0.686679 | 0.835902 | -0.073912 | -0.346343 | -0.938669 | 3.031972 | -1.051653 | 0.6234 | 0.6343 | 0.3857 | nan | nan |
2459952 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.479505 | -0.740719 | 0.987137 | -0.069066 | -0.435700 | -0.399607 | 5.407065 | -1.173727 | 0.6296 | 0.6388 | 0.3897 | nan | nan |
2459951 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.180823 | -0.925264 | 0.485538 | -0.537322 | -0.657711 | 0.800809 | 3.469143 | -1.475760 | 0.6321 | 0.6429 | 0.3947 | nan | nan |
2459950 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.047839 | -1.087167 | 0.642322 | -0.449301 | -0.909171 | 1.745240 | 1.178329 | -1.295700 | 0.6367 | 0.6447 | 0.3957 | nan | nan |
2459949 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.358534 | -1.164763 | 0.408538 | -0.563998 | -0.617707 | -0.318939 | 2.083257 | -1.204403 | 0.6288 | 0.6344 | 0.3948 | nan | nan |
2459948 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.304403 | -1.093698 | 0.508492 | -0.790573 | -0.778441 | -1.017130 | 1.260395 | -1.358553 | 0.6525 | 0.6646 | 0.3743 | nan | nan |
2459947 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.496430 | -1.713527 | 0.056052 | -0.794247 | -1.112577 | -0.645040 | 0.426223 | -1.028237 | 0.6657 | 0.6575 | 0.3587 | nan | nan |
2459946 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.425798 | -1.132761 | 0.338633 | -0.773469 | -0.929983 | -1.005534 | 5.992317 | -1.246221 | 0.6348 | 0.6411 | 0.3854 | nan | nan |
2459945 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.560527 | -1.229736 | 0.030132 | -0.929172 | -0.886920 | -1.073038 | 3.501577 | -1.474421 | 0.6424 | 0.6464 | 0.3867 | nan | nan |
2459944 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.643964 | -1.245460 | 0.124689 | -0.841097 | -0.614687 | -0.958757 | 1.365259 | -1.120634 | 0.6465 | 0.6513 | 0.3853 | nan | nan |
2459943 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.246921 | -0.938719 | 0.249559 | -0.748689 | -0.608658 | 0.457325 | 0.656279 | -0.962707 | 0.6467 | 0.6561 | 0.3921 | nan | nan |
2459942 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.397626 | -0.962090 | 0.240926 | -0.663105 | -0.682990 | -0.840277 | 1.185958 | -1.175346 | 0.6504 | 0.6486 | 0.3807 | nan | nan |
2459941 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.483813 | -0.998889 | 0.332683 | -0.734616 | -0.830337 | -0.842127 | 2.930754 | -1.050970 | 0.6328 | 0.6372 | 0.4004 | nan | nan |
2459940 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.549383 | -0.779016 | 0.035679 | -1.065684 | -0.873690 | -0.796095 | 3.667799 | -1.000194 | 0.6406 | 0.6432 | 0.3964 | nan | nan |
2459939 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 256.026864 | 255.754970 | inf | inf | 4655.010476 | 4655.099890 | 9233.348780 | 9232.936043 | nan | nan | nan | nan | nan |
2459938 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.007752 | -0.866321 | 0.255417 | -0.701722 | -0.902980 | -0.673048 | 3.040023 | -0.981227 | 0.6462 | 0.6517 | 0.3912 | nan | nan |
2459937 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.370781 | -1.241514 | 0.090503 | -0.806369 | -0.911470 | -1.168609 | 1.672983 | -1.805483 | 0.6592 | 0.6672 | 0.3715 | nan | nan |
2459936 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.576101 | -0.811832 | 0.204748 | -0.522443 | -0.869387 | 0.104067 | -0.810647 | -1.698048 | 0.7713 | 0.7651 | 0.2174 | nan | nan |
2459935 | RF_maintenance | 100.00% | 87.61% | 87.61% | 0.00% | - | - | 12.740039 | 12.537831 | 0.310695 | -0.592451 | 1.640589 | 1.563450 | 4.919567 | -0.998219 | 0.5677 | 0.5612 | 0.3376 | nan | nan |
2459934 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 19.329157 | 19.205820 | 0.580980 | -0.145153 | -0.340226 | -0.540992 | 2.544505 | -1.244106 | nan | nan | nan | nan | nan |
2459933 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.561251 | 15.518967 | 0.664884 | -0.054708 | -0.529695 | -1.021894 | 3.465414 | -1.400619 | nan | nan | nan | nan | nan |
2459932 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.129686 | 17.867140 | 0.632084 | -0.184990 | -1.080729 | -0.165678 | 4.927955 | -1.440076 | nan | nan | nan | nan | nan |
2459931 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.729596 | 16.736560 | 0.572300 | -0.117595 | -0.744914 | -0.923618 | 4.520924 | -1.427873 | nan | nan | nan | nan | nan |
2459930 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.587610 | 14.959169 | 1.121754 | -0.215384 | 2.903100 | -1.001891 | 31.124281 | -1.013591 | nan | nan | nan | nan | nan |
2459929 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.764822 | -0.647359 | -0.353750 | -1.080250 | -0.795998 | -1.212694 | -0.670499 | -1.083846 | 0.7239 | 0.7161 | 0.1910 | nan | nan |
2459928 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.349993 | -1.344769 | 0.097223 | -0.876639 | -1.054630 | -1.259319 | 5.000116 | -1.236057 | 0.6426 | 0.6471 | 0.3882 | nan | nan |
2459927 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.948171 | -1.457025 | 0.088728 | -0.962067 | -1.088664 | 3.575767 | 0.721491 | -1.204212 | 0.5854 | 0.5894 | 0.3299 | nan | nan |
2459926 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.915355 | -1.152205 | -1.049561 | -1.707828 | -1.359756 | -1.851080 | -1.259193 | -2.203652 | 0.7698 | 0.7789 | 0.2232 | nan | nan |
2459925 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.021152 | -1.142841 | -0.898539 | -1.022175 | -2.591770 | -2.096544 | -1.962679 | -1.856950 | 0.7590 | 0.7472 | 0.2400 | nan | nan |
2459924 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.190423 | -1.186628 | -0.904453 | -0.972760 | -1.984912 | -2.167554 | 0.407898 | -1.457012 | 0.6608 | 0.6659 | 0.3813 | nan | nan |
2459923 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.473151 | -0.710082 | -0.594595 | -0.910772 | -1.911483 | -1.724603 | -0.818377 | -1.757569 | 0.6949 | 0.7026 | 0.3468 | nan | nan |
2459922 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.668634 | -0.584556 | 0.085318 | -0.170700 | -1.054403 | 0.290282 | 4.712699 | -0.193175 | 0.6389 | 0.6467 | 0.3973 | nan | nan |
2459921 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.400512 | 1.010661 | -0.343809 | -1.056769 | -1.152290 | -1.659136 | 4.690649 | 1.005224 | nan | nan | nan | nan | nan |
2459920 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.119289 | -0.038323 | -0.288192 | -0.684311 | -0.648249 | -1.173824 | 9.453311 | 3.130241 | 0.6424 | 0.6513 | 0.4148 | nan | nan |
2459919 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.092458 | -0.472450 | 0.076493 | -0.240084 | -1.150954 | -1.029076 | 10.044698 | 4.262663 | 0.6441 | 0.6547 | 0.3803 | nan | nan |
2459918 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459917 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.050147 | -0.661409 | -0.169875 | -0.408990 | -1.162518 | -0.104565 | 6.253560 | 1.694711 | 0.6951 | 0.6952 | 0.4522 | nan | nan |
2459916 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.246438 | -0.627700 | -0.206533 | -0.364952 | -1.395799 | -1.186078 | 4.185910 | -0.621777 | 0.6590 | 0.6645 | 0.3988 | nan | nan |
2459915 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.185419 | -0.850514 | -0.019694 | -0.064409 | -1.033952 | -0.937495 | 1.624145 | -1.442010 | 0.6968 | 0.6953 | 0.3650 | nan | nan |
2459914 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.906554 | -0.746435 | 0.109729 | -0.049204 | -1.230875 | -1.040672 | -0.307062 | -1.640841 | 0.7127 | 0.7146 | 0.3223 | nan | nan |
2459913 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.024575 | -0.068511 | 0.058050 | -0.187136 | -1.111915 | -0.159192 | 2.817955 | -0.993385 | 0.6773 | 0.6635 | 0.3995 | nan | nan |
2459912 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.846387 | -0.828293 | -0.152484 | -0.682423 | -1.803494 | -2.166451 | 2.168803 | -1.190709 | 0.6514 | 0.6564 | 0.4013 | nan | nan |
2459911 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.938608 | -0.868207 | -0.091353 | -0.415440 | -1.034301 | -2.057075 | 1.870254 | -1.133157 | 0.6504 | 0.6554 | 0.4082 | nan | nan |
2459910 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.957742 | -0.801333 | -0.142883 | -0.448618 | -1.537947 | -2.142119 | 1.964471 | -1.012045 | 0.6553 | 0.6599 | 0.4052 | nan | nan |
2459909 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.783622 | -0.841628 | -0.335634 | -0.686346 | -1.320235 | -1.815450 | 2.415560 | -0.725871 | 0.6520 | 0.6571 | 0.4042 | nan | nan |
2459908 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.061172 | -1.071034 | -0.222272 | -0.619310 | -1.436199 | -1.726199 | 2.302254 | -1.018848 | 0.6586 | 0.6665 | 0.4027 | nan | nan |
2459907 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.034410 | -0.870849 | -0.213213 | -0.651239 | -1.421793 | -1.864217 | 1.392509 | -1.015125 | 0.6536 | 0.6607 | 0.4002 | nan | nan |
2459906 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.091013 | -0.776328 | 0.224373 | -0.137098 | -1.437331 | -1.290245 | 2.980683 | -1.015656 | 0.6451 | 0.6554 | 0.3990 | nan | nan |
2459905 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.768411 | -0.666991 | 0.016439 | -0.208492 | -2.229930 | -2.669144 | 3.083693 | -0.386902 | 0.6334 | 0.6451 | 0.4052 | nan | nan |
2459904 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.822014 | -0.654126 | 0.317582 | -0.039419 | -1.689222 | -1.439013 | 5.083440 | -1.701694 | 0.6380 | 0.6468 | 0.3982 | nan | nan |
2459903 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.761036 | -0.471390 | 0.028948 | -0.265236 | -1.286651 | -1.064450 | 4.838472 | -1.158119 | 0.6384 | 0.6468 | 0.4019 | nan | nan |
2459902 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.907256 | -0.496878 | 0.172233 | 0.047063 | -1.644553 | -1.454029 | 2.848723 | -0.727154 | 0.6477 | 0.6496 | 0.3968 | nan | nan |
2459901 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.171778 | -0.956022 | -0.246492 | -0.569179 | -1.555411 | -1.008982 | 2.779143 | -0.362984 | 0.6508 | 0.6536 | 0.4039 | nan | nan |
2459900 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.141026 | -0.904764 | -0.225093 | -0.532085 | -1.367677 | -1.520968 | 3.058633 | -0.666148 | 0.5950 | 0.5945 | 0.3405 | nan | nan |
2459898 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.185340 | -0.853418 | -0.144182 | -0.490692 | -1.843164 | -1.768279 | 2.446044 | -1.179904 | 0.6513 | 0.6533 | 0.3995 | nan | nan |
2459897 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.814735 | -0.623759 | 0.216351 | -0.313520 | -1.052854 | -1.605277 | 3.828678 | -0.963408 | 0.6480 | 0.6503 | 0.4038 | nan | nan |
2459896 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.338146 | -0.782411 | 0.058302 | -0.282669 | -2.192627 | -2.458643 | 1.471289 | -1.028061 | 0.6519 | 0.6542 | 0.4052 | nan | nan |
2459895 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.599693 | -0.677104 | 0.215835 | 0.235267 | -1.142933 | -2.163515 | -0.659092 | -1.275184 | 0.7360 | 0.7177 | 0.2853 | nan | nan |
2459894 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.924058 | -0.809419 | 0.119360 | -0.330438 | -1.063679 | -1.718509 | 4.500050 | -0.244088 | 0.6571 | 0.6502 | 0.3910 | nan | nan |
2459893 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.461218 | -0.976784 | -0.093542 | -0.512575 | -1.477885 | -1.668915 | 2.959152 | -1.563805 | 0.6622 | 0.6591 | 0.3906 | nan | nan |
2459892 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.575025 | -1.140234 | -0.079366 | -0.461885 | -1.726139 | -0.896321 | 2.675182 | -1.587153 | 0.6609 | 0.6626 | 0.3913 | nan | nan |
2459891 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.471499 | -0.948917 | 0.280792 | -0.230692 | -1.891239 | -2.003545 | 2.631860 | -1.136596 | 0.6577 | 0.6561 | 0.3959 | nan | nan |
2459890 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.046212 | -0.980020 | 0.104556 | -0.030137 | -1.544462 | -1.885532 | 3.150126 | -1.079110 | 0.6591 | 0.6536 | 0.3948 | nan | nan |
2459889 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.272535 | -1.077063 | 0.219804 | -0.309829 | -2.484013 | -2.543920 | 5.968700 | -1.754744 | 0.6649 | 0.6558 | 0.3912 | nan | nan |
2459888 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.363960 | -0.808242 | 0.146603 | -0.042546 | -1.629352 | -1.748827 | 1.709110 | -0.926388 | 0.6773 | 0.6724 | 0.3886 | nan | nan |
2459887 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.410939 | -1.227545 | -0.852094 | -0.802330 | -2.810992 | -2.649778 | 2.235380 | -1.013918 | 0.6663 | 0.6593 | 0.3947 | nan | nan |
2459886 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.384655 | -1.063434 | -0.060056 | -0.205919 | -2.000782 | -1.482561 | -0.837199 | -1.160969 | 0.7467 | 0.7314 | 0.3357 | nan | nan |
2459885 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.340555 | 0.208690 | 20.761663 | 21.626366 | 1.750276 | 3.291439 | 7.628284 | 3.232855 | 0.7060 | 0.6981 | 0.3620 | nan | nan |
2459884 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.295009 | 4.006545 | 4.434159 | 4.303281 | 3.625545 | 4.530483 | -1.200889 | -3.201224 | 0.6740 | 0.6639 | 0.3955 | nan | nan |
2459883 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.499012 | 6.556384 | 38.672079 | 39.731235 | 4.647333 | 7.025620 | -1.528750 | -5.735908 | 0.6660 | 0.6643 | 0.3905 | nan | nan |
2459882 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459881 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.551965 | 6.802352 | 51.349972 | 52.426983 | 13.014246 | 18.925698 | 0.484716 | 1.223165 | 0.7148 | 0.7207 | 0.3287 | nan | nan |
2459880 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.069541 | 7.417709 | 41.196126 | 42.506982 | 3.868215 | 6.006604 | -0.815130 | -3.673911 | 0.6675 | 0.6679 | 0.3956 | nan | nan |
2459879 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.034806 | 2.826397 | 1.668055 | 1.533906 | -0.994014 | -0.740824 | -2.487836 | -4.261910 | 0.6555 | 0.6642 | 0.4090 | nan | nan |
2459878 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.741510 | 7.254900 | 50.122289 | 51.798001 | 6.965182 | 10.355041 | -1.450704 | -7.259558 | 0.6627 | 0.6713 | 0.4020 | nan | nan |
2459876 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.598415 | 7.006203 | 35.829331 | 35.880649 | 18.631754 | 28.195155 | -1.362503 | -6.289377 | 0.6869 | 0.6631 | 0.3948 | nan | nan |
2459875 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.073451 | 7.261997 | 48.449661 | 49.284663 | 8.038461 | 13.449518 | 0.660309 | 2.933000 | 0.6894 | 0.6786 | 0.3987 | nan | nan |
2459874 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.779508 | 10.431295 | 25.018749 | 25.156119 | 10.889813 | 17.730169 | -1.647189 | -5.170381 | 0.6860 | 0.6594 | 0.3906 | nan | nan |
2459873 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.110767 | 7.462508 | 33.904808 | 34.259457 | 4.047056 | 6.368871 | -0.881385 | -3.242851 | 0.6866 | 0.6511 | 0.3965 | nan | nan |
2459872 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.243410 | 6.714009 | 44.912478 | 45.177079 | 11.724637 | 19.823239 | -0.144094 | -4.214205 | 0.6827 | 0.6549 | 0.4044 | nan | nan |
2459871 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.503966 | 5.443124 | 45.451730 | 46.325571 | 11.119167 | 17.166284 | -0.512781 | -2.972452 | 0.6920 | 0.6592 | 0.3960 | nan | nan |
2459870 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.614851 | 9.354682 | 33.156976 | 33.631504 | 6.569094 | 11.850722 | -2.226429 | -5.627435 | 0.6944 | 0.6643 | 0.3926 | nan | nan |
2459869 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.663228 | 8.353853 | 32.213955 | 32.927186 | 10.125863 | 15.262997 | 1.979772 | -0.132429 | 0.6980 | 0.6769 | 0.3914 | nan | nan |
2459868 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.818532 | 8.387036 | 51.480356 | 52.735732 | 6.239453 | 10.527035 | -1.354253 | -6.345756 | 0.6843 | 0.6562 | 0.4060 | nan | nan |
2459867 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.956144 | 5.858159 | 41.039967 | 41.622587 | 3.322602 | 6.664710 | -1.047670 | -4.524457 | 0.6974 | 0.6634 | 0.4063 | nan | nan |
2459866 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.440213 | 6.406320 | 38.012869 | 38.318358 | 3.730776 | 6.806158 | -1.379092 | -2.855951 | 0.6966 | 0.6644 | 0.3997 | nan | nan |
2459865 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459864 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.810633 | -0.181525 | 10.151694 | 11.866684 | 0.073357 | 1.683153 | 8.900507 | -1.529596 | 0.6856 | 0.6562 | 0.4218 | nan | nan |
2459863 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.293804 | -1.227934 | -0.382617 | 0.020168 | -1.420381 | -0.022136 | 3.838660 | -1.553704 | 0.6839 | 0.6520 | 0.4062 | nan | nan |
2459862 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459861 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.781130 | -1.113654 | -1.445581 | -1.288143 | -1.350550 | -1.817236 | 4.170832 | -0.296882 | 0.6946 | 0.6570 | 0.4222 | nan | nan |
2459860 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.674689 | 0.258492 | 9.809663 | 11.292717 | 1.486715 | 3.343761 | 4.405559 | -1.386755 | 0.7011 | 0.6594 | 0.4128 | nan | nan |
2459859 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.246904 | -0.876276 | -1.380398 | -1.185815 | -1.150437 | -1.407994 | 3.148709 | 1.517220 | 0.7083 | 0.6671 | 0.4083 | nan | nan |
2459858 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.840650 | -1.211893 | -1.942894 | -1.641079 | -1.186984 | -1.514759 | 3.708152 | -0.125735 | 0.7149 | 0.6699 | 0.4226 | 2.821317 | 2.531851 |
2459857 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.784932 | -0.572225 | 1.642633 | 1.993339 | -0.377857 | -0.798608 | -0.145225 | -1.349225 | 0.0321 | 0.0305 | 0.0011 | nan | nan |
2459856 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.761285 | 0.552071 | 9.038581 | 10.359196 | -0.754550 | 1.241441 | 3.279281 | -1.208159 | 0.7096 | 0.6846 | 0.4061 | 2.575318 | 2.356497 |
2459855 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.206969 | 0.323589 | 10.101552 | 11.749115 | -0.415075 | 0.442509 | 1.895916 | -0.446586 | 0.6887 | 0.6996 | 0.4340 | 2.371580 | 2.179321 |
2459854 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.000363 | 0.199741 | 8.837180 | 10.218110 | 0.106482 | 0.256666 | 3.286145 | 0.396949 | 0.7023 | 0.7291 | 0.4408 | 2.707646 | 2.327216 |
2459853 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.457203 | 0.149894 | 11.635622 | 13.203258 | -0.366908 | 1.258801 | 3.109802 | -0.983899 | 0.7312 | 0.6756 | 0.4285 | 2.965167 | 2.656290 |
2459852 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.564883 | 0.007795 | 11.454752 | 12.811012 | 3.943700 | 6.333936 | 8.300376 | 9.250815 | 0.8039 | 0.8007 | 0.2799 | 3.927745 | 3.773390 |
2459851 | RF_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 |
2459850 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.378487 | 0.264737 | 10.952317 | 12.200043 | 0.178872 | 3.300955 | 3.973550 | 3.647598 | 0.7357 | 0.7410 | 0.3578 | 2.717817 | 2.429012 |
2459849 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.781103 | 0.872681 | 22.333607 | 24.471861 | -0.352569 | 2.416906 | 3.668145 | -1.234707 | 0.7359 | 0.7341 | 0.3633 | 3.596990 | 2.959240 |
2459848 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.566527 | 0.782294 | 16.262095 | 17.815234 | 0.800412 | 4.014770 | 1.711194 | -1.722521 | 0.7135 | 0.7362 | 0.3845 | 3.072396 | 2.800505 |
2459847 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.218147 | 0.701804 | 15.796867 | 16.830349 | 1.870372 | 3.047703 | 3.323853 | -1.341253 | 0.7156 | 0.6692 | 0.4366 | 2.762289 | 2.505406 |
2459841 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459838 | RF_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 |
2459833 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459832 | RF_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 |
2459831 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459830 | RF_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 | RF_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 | RF_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 | RF_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 | RF_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 |
2459825 | RF_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 |
2459824 | RF_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 |
2459823 | RF_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 | RF_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 |
2459821 | RF_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 |
2459820 | RF_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 |
2459817 | RF_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 |
2459816 | RF_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 |
2459815 | RF_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 |
2459814 | RF_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459813 | RF_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 |
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 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.468123 | -1.484761 | -1.280809 | 0.343141 | -0.480785 | -0.589539 | -0.488793 | 2.468123 | -1.274451 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.388383 | -1.262949 | -1.082232 | 0.382979 | -0.474407 | -0.618956 | -1.026909 | 4.388383 | -1.784731 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.358347 | -1.347045 | -1.159754 | 0.409407 | -0.592683 | -0.727811 | -0.915753 | 2.358347 | -1.285954 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.667445 | -1.066524 | -0.901386 | 0.591949 | -0.030251 | -0.852117 | 1.357929 | 2.667445 | -0.997815 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.117942 | -1.245437 | -1.133220 | 0.486883 | -0.233640 | -0.544519 | 0.544866 | 3.117942 | -1.117523 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.243121 | -0.993397 | -1.272960 | -0.173969 | 0.724568 | -0.371947 | -0.830002 | -1.800675 | 2.243121 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.898398 | -1.281519 | -1.064062 | 0.631591 | -0.205645 | -0.500800 | -1.054656 | 1.898398 | -1.234742 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | 0.867055 | -0.541790 | -0.962185 | 0.867055 | -0.007738 | -1.067230 | 0.566606 | 0.401387 | -0.702424 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.543906 | -1.167276 | -0.849010 | 0.807179 | 0.123651 | -0.639163 | 1.209099 | 2.543906 | -1.289905 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.528119 | -0.884080 | -1.028841 | 0.010859 | 0.830894 | 1.793140 | -0.491879 | -1.240832 | 4.528119 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.263460 | -0.857735 | -1.158798 | -0.123972 | 0.638811 | 0.911628 | -0.492741 | -1.255226 | 2.263460 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | 0.323651 | -1.315056 | -1.142857 | -0.386566 | 0.323651 | -0.442586 | -0.551593 | -0.955601 | -0.113223 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | 0.592445 | -0.651098 | 0.051156 | -0.098647 | 0.592445 | -0.400861 | -1.117713 | -0.865150 | -0.042745 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Temporal Variability | 1.209051 | -1.279270 | -1.344165 | 0.064109 | 0.660848 | 1.209051 | -0.627568 | -1.076421 | 1.135898 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.344164 | -1.902982 | -1.245526 | 0.355418 | -0.334041 | -0.579109 | 0.646557 | 2.344164 | -0.928535 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.305491 | -0.945499 | -1.254080 | -0.000302 | 0.606754 | 0.735870 | -0.541655 | -1.158228 | 2.305491 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.128474 | -1.084095 | -1.322208 | 0.011948 | 0.728118 | 2.000588 | -0.681335 | -1.429916 | 3.128474 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Temporal Variability | 1.988695 | -0.286779 | -0.021628 | 0.041385 | 0.810993 | 1.988695 | -0.028116 | -1.261079 | 0.408023 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.771184 | -0.887447 | -0.786374 | 0.661958 | -0.046370 | -0.442048 | 1.034054 | 2.771184 | -1.240592 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.890134 | -0.570034 | -1.247494 | 0.062634 | 0.961407 | -0.408329 | -0.486754 | -1.350099 | 4.890134 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.031972 | -0.686679 | -1.390284 | -0.073912 | 0.835902 | -0.938669 | -0.346343 | -1.051653 | 3.031972 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 5.407065 | -0.740719 | -1.479505 | -0.069066 | 0.987137 | -0.399607 | -0.435700 | -1.173727 | 5.407065 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.469143 | -0.925264 | -1.180823 | -0.537322 | 0.485538 | 0.800809 | -0.657711 | -1.475760 | 3.469143 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Temporal Variability | 1.745240 | -1.087167 | -1.047839 | -0.449301 | 0.642322 | 1.745240 | -0.909171 | -1.295700 | 1.178329 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.083257 | -1.358534 | -1.164763 | 0.408538 | -0.563998 | -0.617707 | -0.318939 | 2.083257 | -1.204403 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.260395 | -1.304403 | -1.093698 | 0.508492 | -0.790573 | -0.778441 | -1.017130 | 1.260395 | -1.358553 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 0.426223 | -1.713527 | -1.496430 | -0.794247 | 0.056052 | -0.645040 | -1.112577 | -1.028237 | 0.426223 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 5.992317 | -1.132761 | -1.425798 | -0.773469 | 0.338633 | -1.005534 | -0.929983 | -1.246221 | 5.992317 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.501577 | -1.229736 | -1.560527 | -0.929172 | 0.030132 | -1.073038 | -0.886920 | -1.474421 | 3.501577 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.365259 | -1.643964 | -1.245460 | 0.124689 | -0.841097 | -0.614687 | -0.958757 | 1.365259 | -1.120634 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 0.656279 | -0.938719 | -1.246921 | -0.748689 | 0.249559 | 0.457325 | -0.608658 | -0.962707 | 0.656279 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.185958 | -0.962090 | -1.397626 | -0.663105 | 0.240926 | -0.840277 | -0.682990 | -1.175346 | 1.185958 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.930754 | -0.998889 | -1.483813 | -0.734616 | 0.332683 | -0.842127 | -0.830337 | -1.050970 | 2.930754 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.667799 | -0.779016 | -1.549383 | -1.065684 | 0.035679 | -0.796095 | -0.873690 | -1.000194 | 3.667799 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | inf | 255.754970 | 256.026864 | inf | inf | 4655.099890 | 4655.010476 | 9232.936043 | 9233.348780 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.040023 | -0.866321 | -1.007752 | -0.701722 | 0.255417 | -0.673048 | -0.902980 | -0.981227 | 3.040023 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.672983 | -1.370781 | -1.241514 | 0.090503 | -0.806369 | -0.911470 | -1.168609 | 1.672983 | -1.805483 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | 0.204748 | -0.576101 | -0.811832 | 0.204748 | -0.522443 | -0.869387 | 0.104067 | -0.810647 | -1.698048 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | 12.740039 | 12.537831 | 12.740039 | -0.592451 | 0.310695 | 1.563450 | 1.640589 | -0.998219 | 4.919567 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | 19.329157 | 19.329157 | 19.205820 | 0.580980 | -0.145153 | -0.340226 | -0.540992 | 2.544505 | -1.244106 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | 15.561251 | 15.518967 | 15.561251 | -0.054708 | 0.664884 | -1.021894 | -0.529695 | -1.400619 | 3.465414 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | 18.129686 | 17.867140 | 18.129686 | -0.184990 | 0.632084 | -0.165678 | -1.080729 | -1.440076 | 4.927955 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Shape | 16.736560 | 16.729596 | 16.736560 | 0.572300 | -0.117595 | -0.744914 | -0.923618 | 4.520924 | -1.427873 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 31.124281 | 15.587610 | 14.959169 | 1.121754 | -0.215384 | 2.903100 | -1.001891 | 31.124281 | -1.013591 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | -0.353750 | -0.647359 | -0.764822 | -1.080250 | -0.353750 | -1.212694 | -0.795998 | -1.083846 | -0.670499 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 5.000116 | -1.344769 | -1.349993 | -0.876639 | 0.097223 | -1.259319 | -1.054630 | -1.236057 | 5.000116 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Temporal Variability | 3.575767 | -1.457025 | -0.948171 | -0.962067 | 0.088728 | 3.575767 | -1.088664 | -1.204212 | 0.721491 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | -0.915355 | -1.152205 | -0.915355 | -1.707828 | -1.049561 | -1.851080 | -1.359756 | -2.203652 | -1.259193 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | 0.021152 | 0.021152 | -1.142841 | -0.898539 | -1.022175 | -2.591770 | -2.096544 | -1.962679 | -1.856950 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 0.407898 | -1.190423 | -1.186628 | -0.904453 | -0.972760 | -1.984912 | -2.167554 | 0.407898 | -1.457012 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Shape | -0.473151 | -0.710082 | -0.473151 | -0.910772 | -0.594595 | -1.724603 | -1.911483 | -1.757569 | -0.818377 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.712699 | -0.584556 | -0.668634 | -0.170700 | 0.085318 | 0.290282 | -1.054403 | -0.193175 | 4.712699 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.690649 | 1.400512 | 1.010661 | -0.343809 | -1.056769 | -1.152290 | -1.659136 | 4.690649 | 1.005224 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 9.453311 | -0.038323 | 1.119289 | -0.684311 | -0.288192 | -1.173824 | -0.648249 | 3.130241 | 9.453311 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 10.044698 | -0.092458 | -0.472450 | 0.076493 | -0.240084 | -1.150954 | -1.029076 | 10.044698 | 4.262663 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 6.253560 | -0.661409 | -1.050147 | -0.408990 | -0.169875 | -0.104565 | -1.162518 | 1.694711 | 6.253560 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.185910 | -1.246438 | -0.627700 | -0.206533 | -0.364952 | -1.395799 | -1.186078 | 4.185910 | -0.621777 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.624145 | -1.185419 | -0.850514 | -0.019694 | -0.064409 | -1.033952 | -0.937495 | 1.624145 | -1.442010 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | 0.109729 | -0.906554 | -0.746435 | 0.109729 | -0.049204 | -1.230875 | -1.040672 | -0.307062 | -1.640841 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.817955 | -0.068511 | -0.024575 | -0.187136 | 0.058050 | -0.159192 | -1.111915 | -0.993385 | 2.817955 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.168803 | -0.828293 | -0.846387 | -0.682423 | -0.152484 | -2.166451 | -1.803494 | -1.190709 | 2.168803 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.870254 | -0.868207 | -0.938608 | -0.415440 | -0.091353 | -2.057075 | -1.034301 | -1.133157 | 1.870254 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.964471 | -0.801333 | -0.957742 | -0.448618 | -0.142883 | -2.142119 | -1.537947 | -1.012045 | 1.964471 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.415560 | -0.841628 | -0.783622 | -0.686346 | -0.335634 | -1.815450 | -1.320235 | -0.725871 | 2.415560 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.302254 | -1.061172 | -1.071034 | -0.222272 | -0.619310 | -1.436199 | -1.726199 | 2.302254 | -1.018848 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.392509 | -0.870849 | -1.034410 | -0.651239 | -0.213213 | -1.864217 | -1.421793 | -1.015125 | 1.392509 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.980683 | -0.776328 | -1.091013 | -0.137098 | 0.224373 | -1.290245 | -1.437331 | -1.015656 | 2.980683 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.083693 | -0.666991 | -0.768411 | -0.208492 | 0.016439 | -2.669144 | -2.229930 | -0.386902 | 3.083693 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 5.083440 | -0.654126 | -0.822014 | -0.039419 | 0.317582 | -1.439013 | -1.689222 | -1.701694 | 5.083440 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.838472 | -0.471390 | -0.761036 | -0.265236 | 0.028948 | -1.064450 | -1.286651 | -1.158119 | 4.838472 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.848723 | -0.907256 | -0.496878 | 0.172233 | 0.047063 | -1.644553 | -1.454029 | 2.848723 | -0.727154 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.779143 | -1.171778 | -0.956022 | -0.246492 | -0.569179 | -1.555411 | -1.008982 | 2.779143 | -0.362984 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.058633 | -1.141026 | -0.904764 | -0.225093 | -0.532085 | -1.367677 | -1.520968 | 3.058633 | -0.666148 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.446044 | -0.853418 | -1.185340 | -0.490692 | -0.144182 | -1.768279 | -1.843164 | -1.179904 | 2.446044 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.828678 | -0.623759 | -0.814735 | -0.313520 | 0.216351 | -1.605277 | -1.052854 | -0.963408 | 3.828678 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.471289 | -0.782411 | -1.338146 | -0.282669 | 0.058302 | -2.458643 | -2.192627 | -1.028061 | 1.471289 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 0.235267 | -0.599693 | -0.677104 | 0.215835 | 0.235267 | -1.142933 | -2.163515 | -0.659092 | -1.275184 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 4.500050 | -0.809419 | -0.924058 | -0.330438 | 0.119360 | -1.718509 | -1.063679 | -0.244088 | 4.500050 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.959152 | -1.461218 | -0.976784 | -0.093542 | -0.512575 | -1.477885 | -1.668915 | 2.959152 | -1.563805 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.675182 | -1.140234 | -1.575025 | -0.461885 | -0.079366 | -0.896321 | -1.726139 | -1.587153 | 2.675182 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.631860 | -1.471499 | -0.948917 | 0.280792 | -0.230692 | -1.891239 | -2.003545 | 2.631860 | -1.136596 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 3.150126 | -0.980020 | -1.046212 | -0.030137 | 0.104556 | -1.885532 | -1.544462 | -1.079110 | 3.150126 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 5.968700 | -1.272535 | -1.077063 | 0.219804 | -0.309829 | -2.484013 | -2.543920 | 5.968700 | -1.754744 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 1.709110 | -0.808242 | -1.363960 | -0.042546 | 0.146603 | -1.748827 | -1.629352 | -0.926388 | 1.709110 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Temporal Discontinuties | 2.235380 | -1.227545 | -1.410939 | -0.802330 | -0.852094 | -2.649778 | -2.810992 | -1.013918 | 2.235380 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | ee Power | -0.060056 | -1.384655 | -1.063434 | -0.060056 | -0.205919 | -2.000782 | -1.482561 | -0.837199 | -1.160969 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 21.626366 | 0.208690 | 0.340555 | 21.626366 | 20.761663 | 3.291439 | 1.750276 | 3.232855 | 7.628284 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Temporal Variability | 4.530483 | 4.006545 | 3.295009 | 4.303281 | 4.434159 | 4.530483 | 3.625545 | -3.201224 | -1.200889 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 39.731235 | 6.556384 | 5.499012 | 39.731235 | 38.672079 | 7.025620 | 4.647333 | -5.735908 | -1.528750 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 52.426983 | 6.802352 | 5.551965 | 52.426983 | 51.349972 | 18.925698 | 13.014246 | 1.223165 | 0.484716 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 42.506982 | 7.417709 | 6.069541 | 42.506982 | 41.196126 | 6.006604 | 3.868215 | -3.673911 | -0.815130 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Shape | 2.826397 | 2.826397 | 2.034806 | 1.533906 | 1.668055 | -0.740824 | -0.994014 | -4.261910 | -2.487836 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 51.798001 | 7.254900 | 5.741510 | 51.798001 | 50.122289 | 10.355041 | 6.965182 | -7.259558 | -1.450704 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 35.880649 | 5.598415 | 7.006203 | 35.829331 | 35.880649 | 18.631754 | 28.195155 | -1.362503 | -6.289377 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_maintenance | nn Power | 49.284663 | 6.073451 | 7.261997 | 48.449661 | 49.284663 | 8.038461 | 13.449518 | 0.660309 | 2.933000 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_ok | nn Power | 25.156119 | 8.779508 | 10.431295 | 25.018749 | 25.156119 | 10.889813 | 17.730169 | -1.647189 | -5.170381 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_ok | nn Power | 34.259457 | 6.110767 | 7.462508 | 33.904808 | 34.259457 | 4.047056 | 6.368871 | -0.881385 | -3.242851 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
220 | N18 | RF_ok | nn Power | 45.177079 | 6.714009 | 5.243410 | 45.177079 | 44.912478 | 19.823239 | 11.724637 | -4.214205 | -0.144094 |