Yes, the step 1 that nobody seems to mention is that you need to have a question that you're curious about, which data analysis may be able to help you answer. The reward is having some answer to that question, with an argument for its validity. Instead of links to a bunch of datasets, I'd love to see a site that collects questions with the potential for data-driven answers. This perhaps exists somewhere.