{"id":29132044,"url":"https://github.com/alain-godo/spotify-popularity","last_synced_at":"2026-05-08T03:48:35.801Z","repository":{"id":301805402,"uuid":"629678871","full_name":"Alain-Godo/Spotify-popularity","owner":"Alain-Godo","description":"A simple analysis and modeling for prediction of the popularity of songs on Spotify","archived":false,"fork":false,"pushed_at":"2023-04-18T21:56:33.000Z","size":254,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-03-29T20:08:21.692Z","etag":null,"topics":["linear-regression","machine-learning","numpy","pandas","random-forest","sckiit-learn","spotify","tree-decision"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Alain-Godo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-04-18T20:03:21.000Z","updated_at":"2023-04-19T19:08:14.000Z","dependencies_parsed_at":"2025-06-28T23:45:02.935Z","dependency_job_id":"ed8e8aae-ebb2-40c9-be39-8a24ca97bd0d","html_url":"https://github.com/Alain-Godo/Spotify-popularity","commit_stats":null,"previous_names":["alain-godo/spotify-popularity"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Alain-Godo/Spotify-popularity","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alain-Godo%2FSpotify-popularity","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alain-Godo%2FSpotify-popularity/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alain-Godo%2FSpotify-popularity/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alain-Godo%2FSpotify-popularity/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alain-Godo","download_url":"https://codeload.github.com/Alain-Godo/Spotify-popularity/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alain-Godo%2FSpotify-popularity/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32766122,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-08T02:36:36.067Z","status":"ssl_error","status_checked_at":"2026-05-08T02:36:07.210Z","response_time":54,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["linear-regression","machine-learning","numpy","pandas","random-forest","sckiit-learn","spotify","tree-decision"],"created_at":"2025-06-30T06:11:03.997Z","updated_at":"2026-05-08T03:48:35.786Z","avatar_url":"https://github.com/Alain-Godo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spotify popularity\n\nThis is a simple attempt to analyze the popularity reached by global songs (1922-2021) using features obtained from the Spotify API. To predict the popularity is selected the best-performed model from the following techniques: Linear Regression, Tree Decision, and Random Forest. \n\nTwo versions of the Random Forest model are made, taking or not into consideration the artist's name as a feature, showing the influence of marketing and social media on the results. \n\n### Acknowledgements:\n\nhttps://www.kaggle.com/sumaya23abdul\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falain-godo%2Fspotify-popularity","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falain-godo%2Fspotify-popularity","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falain-godo%2Fspotify-popularity/lists"}