Neel Gupta

TikTok for Developers Build awesome experiences and powerful tools that inspire creativity and allow users to create, connect, and share with the world.

Hi Federico, we use the TikTok Research API at developers.tiktok.com/doc/research... to download metadata for all videos that fit a
set of parameters!

Seattle Public Library’s Open Checkout Data: What Can It Tell Us About Readers and Book Popularity More Broadly? | Journal of Open Humanities Data The Seattle Public Library (SPL) publishes anonymized, open-access checkout data for every item in its collection, dating from 2005 to the present. To our knowledge, it is the only U.S. library to release checkout data by title with this level of temporal detail: one dataset records exact timestamps for print book checkouts, while another provides monthly aggregates across all formats (e.g., ebooks, audiobooks, print books). Because U.S. book sales data is largely inaccessible outside the publishing industry, SPL’s open checkout data offers a rare and valuable alternative. But how well does it generalize beyond Seattle? Does it reflect book sales? And what can it tell us about readers more broadly?

David Christensen, @mellymeldubs.bsky.social & I wrote about the Seattle Public Library open checkout dataset. The data is idiosyncratic and imperfect—but also a rare, detailed look at book popularity over time. Excited to see how others put it to use!

openhumanitiesdata.metajnl.com/articles/10....