• • Now that you have seen the data provided by Twitter API, not all information are available in the JSON response (that is, there are keys but not values). Out of those data that are missing, which one do you see that would be of interest to you and why?

Outline - Python API with JSON - Data processing and analysis with Twitter API APIs - Application Program Interfaces - Commonly used to retrieve data from servers/sites - Twitter, Facebook, Reddit offer data through APIs - Why APIs for data? - Dynamic, changing data - Data of interest from a larger data set - Related computation to be done on the server side APIs - Client-server commnication with APIs