R Examples: Naive Sentiment Analysis
I am going to be giving a talk on R this spring so I was thinking about some demonstrations that would be easy to understand but still highlight some of the interesting features of the R language. One of the ideas I came up with was to implement a "What does Reddit think about this?" function. It uses the Reddit API (which is super easy to use) to grab link titles related to a particular topic (using search) and then runs a really naive, but easily understood sentiment analysis on them. The sentiment analysis function is given below.
One of the cool things about R (along with other scientific languages like Octave/Matlab and, more recently, Julia) is that operations can be vectorized. So, for example, the function above can be called with a single string, or a vector of several string, in which case the return value is a vector of sentiment scores. But R also has loops, which can make code easier to read, as in this case.