Computation times

00:10.874 total execution time for 8 files from auto_examples/data_quality:

Example

Time

Mem (MB)

Extreme Outliers Removal (plot_extreme_outlier.py)

00:06.984

0.0

Checking for decreasing values in a timeseries (plot_value_decrease_check.py)

00:01.292

0.0

Detect out of range outliers in sensor data (plot_out_of_range.py)

00:00.692

0.0

Identifying gaps in time series (plot_gaps_identification.py)

00:00.687

0.0

Identifying low density periods (plot_low_density_identification.py)

00:00.560

0.0

Threshold breach check for difference between two data points over a period of time (plot_datapoint_diff.py)

00:00.264

0.0

Completeness score of time series (plot_completeness.py)

00:00.217

0.0

Rolling standard deviation of data points time delta (plot_rolling_stddev_timedelta.py)

00:00.177

0.0