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We extracted the hashtags, full-words and n-grams used in the captions of recent posts from the users we had in our training set and ran the computation described above.

Out of curiosity, we ordered hashtags by the conditional probability of being classified as female given the use of a given hashtag. These are the hashtags most strongly associated with female users:

<script src="https://gist.github.com/spolu/b120266bb4ecbc95b406.js"></script>

We also comp