Twitter Predicts County Excess Drinking

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Description: Accompanying the paper "Can Twitter Be Used To Predict County Excessive Alcohol Consumption Rates?" in PLOS ONE. This repo contains all the county-level language feature and extra-linguistic features to reproduce our findings.

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Paper: https://doi.org/10.1371/journal.pone.0194290 Data: The data consists of three files: outcomes: dense table with county drinking and socio-demographic variables topics: topic frequencies for each county in sparse format 1grams: word frequencies for each county in sparse format Data Files: Data is available in both CSV and MySQL formats: CSV outcomes.csv feat.cat_met_a30_2000_cp_w.msgs_201...

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