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In recent episodes, the creator is building a project workflow to update climate data from the NOAA website daily. They want to create a visual to show drought levels worldwide. Previous episodes covered using snake make, conda, and git for project organization and data download. Now, they are faced with reading in 122,000 compressed files from a 3.3 GB tar archive in their drought index project root directory. The goal is to automate this process using GitHub actions.