Did fake Twitter accounts help sway a presidential election? What can Facebook and Reddit archives tell us about human behavior? In Mining Social Media , senior BuzzFeed reporter Lam Thuy Vo shows you how to use Python and key data analysis tools to find the stories buried in social media. Whether you ?re a professional journalist, an academic researcher, or a citizen investigator, you ?ll learn how to use technical tools to collect and analyze data from social media sources to build compelling, data-driven stories. Learn how to: ?ØWrite Python scripts and use APIs to gather data from the social web ?ØDownload data archives and dig through them for insights ?ØInspect HTML downloaded from websites for useful content ?ØFormat, aggregate, sort, and filter your collected data using Google Sheets ?ØCreate data visualizations to illustrate your discoveries ?ØPerform advanced data analysis using Python, Jupyter Notebooks, and the pandas library ?ØApply what you ?ve learned to research topics on your own Social media is filled with thousands of hidden stories just waiting to be told. Learn to use the data-sleuthing tools that professionals use to write your own data-driven stories.