{"id":14039797,"url":"https://github.com/ishijo/Taylor-Swift-Lyrics","last_synced_at":"2025-07-27T09:31:42.754Z","repository":{"id":156530910,"uuid":"631194797","full_name":"ishijo/Taylor-Swift-Lyrics","owner":"ishijo","description":"Database (.txt and .csv) of all Taylor Swift Song Lyrics upto April'23","archived":false,"fork":false,"pushed_at":"2024-05-22T13:05:10.000Z","size":16612,"stargazers_count":7,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-05-22T13:31:28.941Z","etag":null,"topics":["data-science","dataset","datasets","nlp-machine-learning","taylor-swift","text-mining"],"latest_commit_sha":null,"homepage":"https://www.kaggle.com/datasets/ishikajohari/taylor-swift-all-lyrics-30-albums","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/ishijo.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}},"created_at":"2023-04-22T08:33:20.000Z","updated_at":"2024-08-12T05:03:41.663Z","dependencies_parsed_at":null,"dependency_job_id":"ad526e6a-7b5f-494b-82db-6411beaed805","html_url":"https://github.com/ishijo/Taylor-Swift-Lyrics","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishijo%2FTaylor-Swift-Lyrics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishijo%2FTaylor-Swift-Lyrics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishijo%2FTaylor-Swift-Lyrics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishijo%2FTaylor-Swift-Lyrics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ishijo","download_url":"https://codeload.github.com/ishijo/Taylor-Swift-Lyrics/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":227789438,"owners_count":17820204,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["data-science","dataset","datasets","nlp-machine-learning","taylor-swift","text-mining"],"created_at":"2024-08-12T05:01:31.615Z","updated_at":"2024-12-02T19:30:40.437Z","avatar_url":"https://github.com/ishijo.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"```Added 2 more albums (July'23)```\n\nThis dataset contains almost all (if not all) of *Taylor Swift* Songs' **Lyrics** (46 Albums currently). The format for the lyrics is completely textual (.txt format) to provide complete flexibility to the user 😊. The data set also contains **Cover art** for all of these Albums.\n\nEach album has a different directory for itself.\n\nAlso a list of Albums csv file and one for all albums individually in the 'Tabular' directory provided. \n\n### Please Upvote if this helps you!\n\n# Albums:\n46 Albums from Taylor Swift's discography, including 10 **studio** albums, and various **deluxe**, **live**, **re-recorded**, **language** editions and **remix** albums among many others. \n1. Speak Now\t\n2. Taylor Swift\t\n3. Fearless\t\n4. Speak Now: World Tour Live\t\n5. Red\t\n6. 1989\t\n7. Fearless (Platinum Edition)\t\n8. Reputation\t\n9. Lover\t\n10. Speak Now (Deluxe)\t\n11. Folklore\t\n12. Evermore\t\n13. evermore (deluxe version)\t\n14. evermore: the dropped your hand while dancing chapter\t\n15. evermore (Japanese Edition)\t\n16. evermore: the “forever is the sweetest con” chapter\t\n17. the “ladies lunching” chapter\t\n18. Fearless (Taylor’s Version)\t\n19. Red (Taylor’s Version)\t\n20. Fearless (Taylor’s Version): The Halfway Out the Door Chapter\t\n21. Fearless (Taylor’s Version): The Kissing In The Rain Chapter\t\n22. Fearless (Taylor’s Version): The I Remember What You Said Last Night Chapter\t\n23. Fearless (Taylor’s Version): The From the Vault Chapter\t\n24. evermore (digitally autographed fan edition)\t\n25. Red (Taylor’s Version): Could You Be The One Chapter\t\n26. Red (Taylor’s Version): She Wrote A Song About Me Chapter\t\n27. Message In A Bottle (Fat Max G Remix) (Taylor’s Version) \t\n28. Red (Taylor’s Version): The Slow Motion Chapter \t\n29. Red (Taylor’s Version): From The Vault Chapter \t\n30. the lakes - 7\" Single (Record Store Day Exclusive)\t\n31. All Too Well (10 Minute Version) [The Short Film] - EP\t\n32. Carolina (From The Motion Picture “Where The Crawdads Sing”)\t\n33. Midnights\t\n34. Midnights (Target Exclusive)\t\n35. Midnights (Apple Music Exclusive) \t\n36. Midnights (3am Edition)\t\n37. Anti-Hero (Remixes) \t\n38. Lavender Haze (Remixes)\t\n39. The More Lover Chapter\t\n40. The More Fearless (Taylor’s Version) Chapter\t\n41. The More Red (Taylor’s Version) Chapter\t\n42. folklore: the long pond studio sessions (Record Store Day Exclusive)\t\n43. Speak Now (Taylor's Verson)\n44. Midnights (The Late Night Edition)\n45. Midnights (The Till Dawn Edition)\n46. Lover (Live From Paris) Heart Shaped Vinyl\n\n## Note:\n### *(For reference regarding directory and file names)*\n\nTo convert the album names into the file name format, the following was used:\n\n```python\nalbum_dirname = re.sub('[^a-zA-Z0-9_]','_',''.join(album.split()))\n\n```\n```python\ntrack_filename = re.sub('[^a-zA-Z0-9_]','_',''.join(track_name.split())) + '.txt'\n\n```\n# Inspiration:\n\n You can use the data to -\n- Conduct a sentiment analysis of Taylor's songs\n- Use as a data source for a creative project\n- Make a word cloud \n- Analyse patterns in Taylor's lyrics\n\nHope this helped, have fun!\n\n## Acknowledgements:\n This data has been collected from Genius through its API\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fishijo%2FTaylor-Swift-Lyrics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fishijo%2FTaylor-Swift-Lyrics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fishijo%2FTaylor-Swift-Lyrics/lists"}