Location data naturally screams for maps as visualization method, and [luka1199] thought what would be better than an interactive Geo Heatmap written in Python, showing all the hotspots of your life.

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It also has a "totals" data structure which contains the total counts for each candidate. I wrote a Python script that will retrieve the election data from S3 and parse it with the simplejson library.