plot_imputation

plot_imputation(ts: TSDataset, imputer: TimeSeriesImputerTransform, segments: Optional[List[str]] = None, columns_num: int = 2, figsize: Tuple[int, int] = (10, 5), start: Optional[str] = None, end: Optional[str] = None)[source]

Plot the result of imputation by a given imputer.

Parameters

  • ts (TSDataset) – TSDataset with timeseries data

  • imputer (TimeSeriesImputerTransform) – transform to make imputation of NaNs

  • segments (Optional[List[str]]) – segments to use

  • columns_num (int) – number of columns in subplots

  • figsize (Tuple[int, int]) – size of the figure per subplot with one segment in inches

  • start (Optional[str]) – start timestamp for plot

  • end (Optional[str]) – end timestamp for plot