{ "data_id": "46220", "name": "Weather-Saaleaue", "exact_name": "Weather-Saaleaue", "version": 1, "version_label": null, "description": "Weather measures from Saaleaue provided by the Max-Planck-Institute for Biogeochemistry.\n\nSeveral weather measures provided by Max-Planck-Institute for Biogeochemistry from the Weather Station on Top of the Roof of the Institute Building.\n\nWe have assembled all the files available as of 24-05-2024 on https:\/\/www.bgc-jena.mpg.de\/wetter\/weather_data.html\n\nThere are 32 columns:\n\nid_series: The id of the time series.\n\ndate: The date of the time series in the format \"%Y-%m-%d %H:%M:%S\".\n\ntime_step: The time step on the time series.\n\nvalue_X (X from 0 to 20): The values of the time series, which will be used for the forecasting task.\n\nPreprocessing:\n\n1 - Renamed column 'Date Time' to 'date'\n\n2 - Parsed the date with the format '%d.%m.%Y %H:%M:%S' and converted it to string with format %Y-%m-%d %H:%M:%S.\n\n3 - Replaced values of -9999 to nan.\n\nValues of -9999 seems to indicate a problem with the measure. Besides, it seems that some measures only started to be collected later on the year of 2002.\n\n4 - Renamed columns [1:] to 'value_X' with X from 0 to 20.\n\n5 - Rounded 'date' to the nearest 10 minutes.\n\nSome 'date' values were not exactly at 10 minutes frequency (offset by some seconds or by 1 minute for '2011-09-26 13:41:00', '2012-07-24 06:51:00', '2013-08-23 10:11:00').\n\n6 - Created 'id_series' with value 0. There is only one multivariate time series.\n\n7 - Ensured that there are no missing dates and that the frequency of the time_series is 10 minutes. Filled the missing dates with NaNs.\n\n8 - Created 'time_step' column from 'date' and 'id_series' with increasing values from 0 to the size of the time series.\n\n9 - Casted 'date' to str, 'time_step' to int, 'value_X' to float, and defined 'id_series' as 'category'.", "format": "arff", "uploader": "Bruno Belucci Teixeira", "uploader_id": 30703, "visibility": "public", "creator": "\"Olaf Kolle\"", "contributor": "\"Bruno Belucci\"", "date": "2024-06-25 00:05:12", "update_comment": null, "last_update": "2024-06-25 00:05:12", "licence": "Creative Commons Attribution 4.0 International", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120684\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Weather-Saaleaue", "Weather measures from Saaleaue provided by the Max-Planck-Institute for Biogeochemistry. Several weather measures provided by Max-Planck-Institute for Biogeochemistry from the Weather Station on Top of the Roof of the Institute Building. We have assembled all the files available as of 24-05-2024 on https:\/\/www.bgc-jena.mpg.de\/wetter\/weather_data.html There are 32 columns: id_series: The id of the time series. date: The date of the time series in the format \"%Y-%m-%d %H:%M:%S\". time_step: The tim " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1151865, "NumberOfFeatures": 33, "NumberOfClasses": null, "NumberOfMissingValues": 391940, "NumberOfInstancesWithMissingValues": 39850, "NumberOfNumericFeatures": 31, "NumberOfSymbolicFeatures": 1, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 3.459606811562119, "PercentageOfMissingValues": 1.0311077858056021, "AutoCorrelation": null, "PercentageOfNumericFeatures": 93.93939393939394, "Dimensionality": 2.8649190660363846e-5, "PercentageOfSymbolicFeatures": 3.0303030303030303, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [], 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