Twitter API Integration: Fetching, Merging, and Analyzing Tweets

Want to harness the power of social media data for your applications or technical interviews? Understanding how to interact with modern web APIs is a core skill for any developer looking to build data-driven tools. This course teaches you how to programmatically connect to the Twitter API, fetch tweet data, and build custom integration modules. You will start with the fundamental concepts of web APIs, authentication protocols, and handling JSON responses before moving on to practical data processing scenarios. What you will learn: Understand foundational API concepts, authentication flows, and rate-limiting mechanics. Extract and analyze tweet engagement metrics, including likes and retweet counts. Build algorithms to merge and sort multiple user timelines into a unified feed. Identify and track trending hashtags and popular topics programmatically. Apply modern Python standards, including type hints and robust error-handling patterns. The course begins with essential API terminology and setup instructions, gradually progressing to hands-on code examples that demonstrate how to parse complex JSON payloads and design clean data pipelines. Designed for beginner developers and those preparing for system design or coding interviews, this text-only guide requires only basic programming knowledge. Start reading today to build your own social media data integration pipelines.