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Graphing Swear Words In Movies

Jos Dirksen uses Spark and D3 to count and graph swear words in movies:

So how do we do this? Well, the first thing to do is get the number of swearwords per minute. I mentioned that for the original article someone just counted every swearwords, in our case, we’re just going to parse a subtitle file, and extract the swear words from that.

Without going into too much detail, you can find the code I’ve experimtend with in this gist (it’s very ugly code, since I just hacked something together that worked).

Jos includes counts for four movies. ┬áThis link does contain a few bad words,┬ábut if you get past that, it’s a good pattern for analyzing word counts in general.