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This lecture covers a project divided into two parts: replicating data analysis from a scientific paper individually and extending the analysis in a group. It includes details on project structure, grading, and deadlines. Students summarize and replicate assigned papers, prepare reports, and propose extensions. The lecture emphasizes the importance of replication in acquiring meta data science skills and critical thinking.