Contribution to the Project: Lindsay Roberts developed python scripts to pull data from Redditt, Tumblr, and Gab. She also worked on identifying emotions during COVID-19 pandemic based on Twitter tweets using a rule-based approach by utilizing the NRCLex database. Finally, Lindsay led efforts investigating data collection methods for social media platforms such as Blogger, Mewe, and Medium.