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Using the Reddit API we can get thousands of headlines from various news subreddits and start to have some fun with Sentiment Analysis. Learn the fundamentals of programming to build web apps and manipulate data. Learning. Learn Python online from the best Python tutorials submitted & voted by the programming community. The very first thing you’ll need to do is “Create an App” within Reddit to get the OAuth2 keys to access the API. In order to implement a Reddit bot, we will use the Python Reddit API Wrapper (PRAW).