There's more data piled up in your Google account over the years than you think: emails, photos, contacts, calendar, location history, YouTube watch history, search records. Takeout lets you download all of it in a single archive.
The second job, just as important as downloading: putting the data you no longer want kept on automatic deletion. That way your history is cleaned up, and from then on it's deleted by itself after a set period.