This is because you scrape it manually, the page shows the first 20 members and loads (by the use of a AJAX call) more members dynamically if you scroll down. This behaviour does not happen when you perform a http request in python.
As Arkanosis and Odi already suggested, use the Twitter API to make requests like these.
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solved Twitter python scraping