This is unfortunate because this means that the words have been randomized to any location on the map and may not reflect descriptive words used in a particular neighborhood to tell a thorough story.   

Moving forward, it would be nice to see the different kind of map produced from a longer scrap. 

Ideally I would love to have each neighborhood representative of the words tweeted within their boundaries. I think it could lead to a very informative map of the city dynamics.