A small offline Python utility for an initial pass through video research data. It ranks videos by views divided by channel subscribers, then breaks ties by views. It uses only the Python standard library and makes no network requests.
Save a UTF-8 file named videos.csv with these exact column names. The IDs and numbers below are illustrative, not measurements of real videos.
video_id,views,subscribers