sktime.utils.data_processing
.from_nested_to_long¶
-
sktime.utils.data_processing.
from_nested_to_long
(X, instance_column_name=None, time_column_name=None, dimension_column_name=None)[source]¶ Convert nested DataFrame to long DataFrame.
- Parameters
X (pd.DataFrame) – The nested DataFrame
instance_column_name (str) – The name of column corresponding to the DataFrame’s instances
time_column_name (str) – The name of the column corresponding to the DataFrame’s timepoints.
dimension_column_name (str) – The name of the column corresponding to the DataFrame’s dimensions.
- Returns
long_df – Long pandas DataFrame
- Return type
pd.DataFrame