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Open source advocate shares a video about using the program rd-find to clean up years of backup data. With 15 years of data stored, the program helps find and remove duplicate files efficiently. While there are many duplicate finders available, the advocate finds rd-find to be user-friendly and effective. The program is recommended as a useful tool for managing data clutter.