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In this video tutorial, we learn how to get started with the Reddit API to mine and collect valuable data. The tutorial demonstrates how to use this data for training machine learning models and different applications. The first part covers getting started with the Reddit API, while the second part shows how to automatically label and save the data. An example of sentiment classification for the politics subreddit is provided, with titles labeled as positive, negative, or neutral. This method is simple, requiring only a few lines of code, yet powerful for collecting data for personal projects.