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a and b. Smoothing splines modeling the linear effect of future orientation on HIV rates as a function of longitude (top), latitude (bottom), and percentage of future-oriented tweets. Darker = smaller effect sizes, higher longitudes = farther west, higher latitudes = farther north.
