Twitter's default offline archive search is slow as heck. If you do it in a web worker, the search itself is actually pretty fast.
- Download
search.htmlandworker.jsto the root directory of your twitter archive (the same directory asindex.html) - Open
search.htmlin browser - Open JS console (probably
ctrlshiftj) - Type
search("insert some regex here")and press enter - Results will be output to the console