Data science is a rapidly growing field that focuses on extracting insights from data. But what actually hides behind this buzz word? In this talk we will look at what data science has to offer, using an example of social network analysis with data downloaded from Twitter. We will work through a typical data analysis workflow, from getting the data to interpreting results of machine learning algorithms. During the talk, I will show how F# simplifies many steps in the whole data analysis process.