Research Data Leeds Repository
Headlines data for social media popularity prediction
Citation
Piotrkowicz, Alicja (2017) Headlines data for social media popularity prediction. University of Leeds. [Dataset] https://doi.org/10.5518/1741
This item is part of the Social Media Popularity Prediction Using Headlines2 collection.Dataset description
This dataset is part of a larger project on using headlines to predict the social media popularity of news articles. The dataset consists of two headlines corpora -- The Guardian and New York Times -- collected in 2014 using news outlet APIs. Each corpus includes a unique headline identifier (to enable recreating the corpus by querying the relevant API), the extracted features (news values, style, metadata), and the corresponding popularity on Twitter and Facebook.
Keywords: | headlines, news values, style, social media popularity, prediction from text | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Subjects: | I000 - Computer sciences > I400 - Artificial intelligence > I410 - Speech & natural language processing3 | ||||||||||||
Divisions: | Faculty of Engineering and Physical Sciences > School of Computing4 | ||||||||||||
Related resources: |
|
||||||||||||
License: | Creative Commons Attribution 4.0 International (CC BY 4.0) | ||||||||||||
Date deposited: | 11 May 2017 09:50 | ||||||||||||
URI: | https://archive.researchdata.leeds.ac.uk/id/eprint/14710 | ||||||||||||
Files
Documentation
Data
- 1. https://doi.org/10.5518/174
- 2. /view/collections/Social_Media_Popularity_Prediction=A0Using_Headlines.html
- 3. https://archive.researchdata.leeds.ac.uk/view/subjects/I410.html
- 4. https://archive.researchdata.leeds.ac.uk/view/divisions/SC/
- 5. https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15775
- 6. https://eprints.whiterose.ac.uk/115200/
- 7. https://ojs.aaai.org/index.php/ICWSM/article/view/14951/14801
- 8. https://eprints.whiterose.ac.uk/115024/
- 9. https://etheses.whiterose.ac.uk/20430/
- 10. https://archive.researchdata.leeds.ac.uk/id/eprint/147
- 11. https://orcid.org/0000-0002-7723-699X
- 12. https://orcid.org/0000-0002-7001-0891
- 13. mailto:scap@leeds.ac.uk
- 14. https://archive.researchdata.leeds.ac.uk/147/7/readme.pdf
- 15. https://archive.researchdata.leeds.ac.uk/147/7/readme.pdf
- 16. https://archive.researchdata.leeds.ac.uk/147/7/readme.pdf
- 17. https://archive.researchdata.leeds.ac.uk/147/7/readme.pdf
- 18. https://archive.researchdata.leeds.ac.uk/147/1/guardian_main_model.zip
- 19. https://archive.researchdata.leeds.ac.uk/147/1/guardian_main_model.zip
- 20. https://archive.researchdata.leeds.ac.uk/147/1/guardian_main_model.zip
- 21. https://archive.researchdata.leeds.ac.uk/147/1/guardian_main_model.zip
- 22. https://archive.researchdata.leeds.ac.uk/147/2/nyt_main_model.zip
- 23. https://archive.researchdata.leeds.ac.uk/147/2/nyt_main_model.zip
- 24. https://archive.researchdata.leeds.ac.uk/147/2/nyt_main_model.zip
- 25. https://archive.researchdata.leeds.ac.uk/147/2/nyt_main_model.zip
- 26. https://archive.researchdata.leeds.ac.uk/147/3/guardian_popularity_measures.zip
- 27. https://archive.researchdata.leeds.ac.uk/147/3/guardian_popularity_measures.zip
- 28. https://archive.researchdata.leeds.ac.uk/147/3/guardian_popularity_measures.zip
- 29. https://archive.researchdata.leeds.ac.uk/147/3/guardian_popularity_measures.zip
- 30. https://archive.researchdata.leeds.ac.uk/147/4/nyt_popularity_measures.zip
- 31. https://archive.researchdata.leeds.ac.uk/147/4/nyt_popularity_measures.zip
- 32. https://archive.researchdata.leeds.ac.uk/147/4/nyt_popularity_measures.zip
- 33. https://archive.researchdata.leeds.ac.uk/147/4/nyt_popularity_measures.zip
- 34. https://archive.researchdata.leeds.ac.uk/147/5/guardian_baseline_models.zip
- 35. https://archive.researchdata.leeds.ac.uk/147/5/guardian_baseline_models.zip
- 36. https://archive.researchdata.leeds.ac.uk/147/5/guardian_baseline_models.zip
- 37. https://archive.researchdata.leeds.ac.uk/147/5/guardian_baseline_models.zip
- 38. https://archive.researchdata.leeds.ac.uk/147/6/nyt_baseline_models.zip
- 39. https://archive.researchdata.leeds.ac.uk/147/6/nyt_baseline_models.zip
- 40. https://archive.researchdata.leeds.ac.uk/147/6/nyt_baseline_models.zip
- 41. https://archive.researchdata.leeds.ac.uk/147/6/nyt_baseline_models.zip