JD Vance, from 'hillbilly' to VP candidate: How an Ohio kid from a broken home rose to be a Republican star
- Bias Rating
- Reliability
55% ReliableAverage
- Policy Leaning
10% Center
- Politician Portrayal
-33% Negative
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Bias Score Analysis
The A.I. bias rating includes policy and politician portrayal leanings based on the author’s tone found in the article using machine learning. Bias scores are on a scale of -100% to 100% with higher negative scores being more liberal and higher positive scores being more conservative, and 0% being neutral.
Sentiments
-21% Negative
- Liberal
- Conservative
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Reliability Score Analysis
Policy Leaning Analysis
Politician Portrayal Analysis
Bias Meter
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-100%
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100%
Conservative

Contributing sentiments towards policy:
69% : Hillbilly Elegy was a huge success, hailed by both conservatives and liberals as a welcome explanation for the destabilizing crisis that appeared to be emanating from middle America as Trump continued his combative, outrageous, and unexpected rise to power.42% : While he was once anti-trump, Vance will now be joining Trump on the ticket and will be the presumed front-runner for the Republican nominee in 2028.
7% : "Like a lot of people, I criticized Trump back in 2016," said Vance in 2021.
*Our bias meter rating uses data science including sentiment analysis, machine learning and our proprietary algorithm for determining biases in news articles. Bias scores are on a scale of -100% to 100% with higher negative scores being more liberal and higher positive scores being more conservative, and 0% being neutral. The rating is an independent analysis and is not affiliated nor sponsored by the news source or any other organization.