Geographic Sentiment The following visualization provides a view of the polarity, subjectivity and candidate preference that Tweetstorm has modelled. To use the visualization:

1. Hover over each state to see the model outputs, 2. The candidate preference is displayed beneath the map, the polarity and subjectivity to the right, 3. You can choose the map overlay by using the options beneath the map, 4. Click on a state to zoom in and see the candidate outcomes and top themes for the state, 5. Click again to zoom out, 6. Use the event selector above to visualize data from different events.

This visualization provides an overview of the change in sentiment over time in each state. The model provides good insight into the candidate preference and also demonstrates that the eventual winner, Donald Trump, maintained a candidate preference lead througout most of the key election stages. This visualization along with the rest that you will see below provide an ability to easily adapt the platform for any scenario where there has or will be a binary outcome as an event result.