Epic Story: Automated front page coding by topic

[schock]

(Future User Story): I'm a PageOneX user, and I want to simply type in a phrase or keyword, choose my newspapers and date range, and see an automatically generated PageOneX visualization of front page coverage.

Notes:

• step 1, solve search for keywords (use Lexis Nexis, Google news, MediaCloud, etc to find the dates of stories w/keywords, search limited to page A1).
• step 2, use OCR to find the keywords on the front pages for those dates
• step 3, use machine learning to train software to identify the spatial boundaries of the article that contains that keyword, and select those boundaries :)
• voila! automated PageOneX :)

[numeroteca]

This approach, using PDF extracted information looks promising: https://github.com/samzhang111/frontpages/
You have first to set up the script to daily download front pages from the Newseum.

@samzhang111 has also worked with some python libraries to detect spatial boundaries in PDFs