etna.analysis.plot_time_series_with_change_points#

plot_time_series_with_change_points(ts: TSDataset, change_points: Dict[str, List[Timestamp | int]], segments: List[str] | None = None, columns_num: int = 2, figsize: Tuple[int, int] = (10, 5), start: Timestamp | int | str | None = None, end: Timestamp | int | str | None = None)[source]#

Plot segments with their trend change points.

Parameters:

  • ts (TSDataset) – TSDataset with timeseries

  • change_points (Dict[str, List[Timestamp | int]]) – dictionary with trend change points for each segment, can be obtained from find_change_points()

  • segments (List[str] | None) – segments to use

  • columns_num (int) – number of subplots columns

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

  • start (Timestamp | int | str | None) – start timestamp for plot

  • end (Timestamp | int | str | None) – end timestamp for plot

Raises:

ValueError: – Incorrect type of start or end is used according to ts.freq.