Intercepting network request data

Hi, I'm wondering if it's possible to get the data from one of the network requests sent from a page, rather than getting the data off the final page output? The website I'm trying to scrape sends an API network request for a large amount of data, but only outputs a small subset of it to the actual page. If I could just intercept the API request I could get all of the data. Unfortunately I can't just hit the API directly either. Thanks!
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