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Media bias analysis. Building the predictive model of mass media language using NLP (20 million articles). Tech used: MongoDB, Flask, D3.js, Pickle, Scikit-learn, Plotly, Pandas, Numpy.

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Exploring the Divide

Given the current political climate, and the flow of information through the power of words, we wanted to explore the language between left- and right-leaning media sites.

No judgment. No agenda. Just discovery.

We scraped 20 news media outlets (10 from each side of the isle) and analyzed the language using Machine Learning techniques. Visit http://puddlenet.mindthatdata.com to see the results.

Some collections are powered by NewsAPI.org

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Media bias analysis. Building the predictive model of mass media language using NLP (20 million articles). Tech used: MongoDB, Flask, D3.js, Pickle, Scikit-learn, Plotly, Pandas, Numpy.

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