{ "data_id": "43597", "name": "150K-Lyrics-Labeled-with-Spotify-Valence", "exact_name": "150K-Lyrics-Labeled-with-Spotify-Valence", "version": 1, "version_label": "v1.0", "description": "Context\nBased on 250K lyrics database. Created to perform Supervised NLP sentiment analysis task using Spotify valence audio feature, a measure of the positiveness of the song.\nContent\nPreparation of the dataset is explained in this notebook. \nAcknowledgements\nThank you Nikita Detkov and Ilya for making the great 250K Lyrics1.csv file that I used for this data set. \nThank you Madeline Zhang for the commented Spotify access example code and Spotify for the detailed Developers Spotify API.\nInspiration\nAnalysis of lyrics in relation to other song audio features.", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 00:36:48", "update_comment": null, "last_update": "2022-03-24 00:36:48", "licence": "CC BY-SA 4.0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102422\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "150K-Lyrics-Labeled-with-Spotify-Valence", "Context Based on 250K lyrics database. Created to perform Supervised NLP sentiment analysis task using Spotify valence audio feature, a measure of the positiveness of the song. Content Preparation of the dataset is explained in this notebook. Acknowledgements Thank you Nikita Detkov and Ilya for making the great 250K Lyrics1.csv file that I used for this data set. Thank you Madeline Zhang for the commented Spotify access example code and Spotify for the detailed Developers Spotify API. Inspirati " ], "weight": 5 }, "qualities": { "NumberOfInstances": 158353, "NumberOfFeatures": 5, "NumberOfClasses": null, "NumberOfMissingValues": 2, "NumberOfInstancesWithMissingValues": 2, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 0, "Dimensionality": 3.157502541789546e-5, "PercentageOfNumericFeatures": 40, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0.0012630010167158185, "AutoCorrelation": null, "PercentageOfMissingValues": 0.0002526002033431637 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "Unnamed:_0", "index": "0", "type": "numeric", "distinct": "158353", "missing": "0", "min": "0", "max": "158352", "mean": "79176", "stdev": "45713" }, { "name": "artist", "index": "1", "type": "string", "distinct": "14691", "missing": "0" }, { "name": "seq", "index": "2", "type": "string", "distinct": "135638", "missing": "0" }, { "name": "song", "index": "3", "type": "string", "distinct": "99020", "missing": "2" }, { "name": "label", "index": "4", "type": "numeric", "distinct": "1746", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" } ], "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 }