pymovements.Dataset.resample#
- Dataset.resample(resampling_rate: float, columns: str | list[str] = 'all', fill_null_strategy: str = 'interpolate_linear', verbose: bool = True) Dataset[source]#
Resample a DataFrame to a new sampling rate by timestamps in time column.
The DataFrame is resampled by upsampling or downsampling the data to the new sampling rate. Can also be used to achieve a constant sampling rate for inconsistent data.
- Parameters:
resampling_rate (float) – The new sampling rate.
columns (str | list[str]) – The columns to apply the fill null strategy. Specify a single column name or a list of column names. If ‘all’ is specified, the fill null strategy is applied to all columns. (default: ‘all’)
fill_null_strategy (str) – The strategy to fill null values of the resampled DataFrame. Supported strategies are: ‘forward’, ‘backward’, ‘interpolate_linear’, ‘interpolate_nearest’. (default: ‘interpolate_linear’)
verbose (bool) – If True, show progress of computation. (default: True)
- Return type: