{ "data_id": "46238", "name": "Dominick", "exact_name": "Dominick", "version": 1, "version_label": null, "description": "Dominick dataset forecasting data, weekly data.\n\nFrom original source:\n-----\nThis dataset contains 115704 weekly time series representing the profit of individual stock keeping units from a retailer.\n\n-----\n\nIt is not clear which of the 'movement' files from https:\/\/www.chicagobooth.edu\/research\/kilts\/research-data\/dominicks# was used. \nThey also did not keep a track of the date.\n\nThere are 3 columns:\n\nid_series: The identifier of a time series.\n\nvalue_0: The value of the time series at 'time_step'.\n\ntime_step: The time step on the time series.\n\nPreprocessing:\n\n1 - Renamed columns 'series_name' and 'series_value' to 'id_series' and 'value_0'.\n\n2 - Exploded the 'value_0' column.\n\n3 - Created 'time_step' column from the exploded data.\n\n4 - Defined 'id_series' as 'category' and casted 'value_0' to float.", "format": "arff", "uploader": "Bruno Belucci Teixeira", "uploader_id": 30703, "visibility": "public", "creator": "\"Godahewa, Rakshitha; Bergmeir, Christoph; Webb, Geoff; Hyndman, Rob; Montero-Manso, Pablo\"", "contributor": "\"Bruno Belucci\"", "date": "2024-06-25 00:44:19", "update_comment": null, "last_update": "2024-06-25 00:44:19", "licence": "Creative Commons Attribution 4.0 International", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120702\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Dominick", "Dominick dataset forecasting data, weekly data. From original source: ----- This dataset contains 115704 weekly time series representing the profit of individual stock keeping units from a retailer. ----- It is not clear which of the 'movement' files from https:\/\/www.chicagobooth.edu\/research\/kilts\/research-data\/dominicks# was used. They also did not keep a track of the date. There are 3 columns: id_series: The identifier of a time series. value_0: The value of the time series at 'time_step'. ti " ], "weight": 5 }, "qualities": { "NumberOfInstances": 19092987, "NumberOfFeatures": 3, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 1, "Dimensionality": 1.5712575512673843e-7, "PercentageOfNumericFeatures": 66.66666666666666, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 33.33333333333333, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": null, "PercentageOfMissingValues": 0 }, "tags": [], "features": [ { "name": "id_series", "index": "0", "type": "nominal", "distinct": "115704", "missing": "0", "distr": [] }, { "name": "value_0", "index": "1", "type": "numeric", "distinct": "12243", "missing": "0", "min": "-100", "max": "100", "mean": "14", "stdev": "17" }, { "name": "time_step", "index": "2", "type": "numeric", "distinct": "393", "missing": "0", "min": "0", "max": "392", "mean": "116", "stdev": "93" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }