https://github.com/csinva/news-title-bias
Scraping and analyzing political bias in news titles using data from allsides.com
Science Score: 23.0%
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○CITATION.cff file
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○.zenodo.json file
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1 of 1 committers (100.0%) from academic institutions -
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○Scientific vocabulary similarity
Low similarity (6.0%) to scientific vocabulary
Keywords
Repository
Scraping and analyzing political bias in news titles using data from allsides.com
Basic Info
- Host: GitHub
- Owner: csinva
- Language: HTML
- Default Branch: master
- Homepage: http://csinva.io/news-title-bias/app/
- Size: 7.35 MB
Statistics
- Stars: 3
- Watchers: 2
- Forks: 2
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
readme.md
Scraping data on news title bias
Different sources cover the same news in very different ways! This project scrapes a dataset of article titles, sources, political leanings, and text from curated articles on allsides.com.
The scrape_data notebook scrapes the data and saves it into a pandas dataframe (cached in the data folder).
The datatohtml notebook loads that dataframe into an html file, which can be viewed in this app.
This data could also be useful for all kinds of tasks, such as classifying bias of different titles as well as trying to learn to translate between the same title with different political leanings.
Reference
- uses data from allsides.com
- horizontal timeline from codyhouse
- made by @csinva_
Owner
- Name: Chandan Singh
- Login: csinva
- Kind: user
- Location: Microsoft research
- Company: Senior researcher
- Website: csinva.io
- Twitter: csinva_
- Repositories: 29
- Profile: https://github.com/csinva
Senior researcher @Microsoft interpreting ML models in science and medicine. PhD from UC Berkeley.
GitHub Events
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Last Year
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Chandan Singh | c****h@b****u | 7 |
Committer Domains (Top 20 + Academic)
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Last synced: 7 months ago
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- Merged pull requests: 0
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Past Year
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- Average comments per issue: 0
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- Bot issues: 0
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