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I did a similar thing recently. Archived my tweets and then deleted them all. Something to note is that archives don't come with local copies of photos/videos, but I found a handy python repo to help with that [1].

[1]:https://github.com/mwichary/twitter-export-image-fill

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Shameless plug: I have written a similar tool to also archive all of your tweets, with a delete option. It's a little more fully featured. https://github.com/Datamine/Archive-Tweets

I use dhIMG Twitter by Dale Hay

https://dalehay.me/dhimg/

There's also tools for ripping Instagram and Tumblr photos :)

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