I've been curious about the increased IPO rate as well. The data is all in EDGAR but it's not easy to find the trends - https://www.sec.gov/cgi-bin/browse-edgar?company=&CIK=&type=...
I think it'll be a fun project to scrape the data and create some visualizations with it. Look out for a Show HN from me if you're interested!