Tag Archives: HathiTrust

Gender Shifts in American Names

Lately I’ve been working with several different gender-inference tools, tweaking them here and there to serve my purposes. Since I’m working with a historical dataset with about eight million records, from 1800 to today, once of the packages I’m using is the gender library for R by Lincoln Mullen, which uses historical US census and […]

24.04.2018 – 11:05 | By D-AW | Posted in Digital Humanities, Language and Literature in Society | Tagged , , | Comments (4)

One last round with metadata from Hathi and Underwood

In “Hathi’s Automatic Genre Classifier” and “Hathi Genre Again – Zero Recall“, I ran a couple of experiments comparing genre categories assigned by human taggers working on the Life of Words OED mark-up project to two sources of genre metadata associated with the HathiTrust Digital Library. The first post looked at data from the automatic […]

15.03.2017 – 13:50 | By D-AW | Posted in Digital Humanities, Poetry | Tagged , , , , , , | Comments (0)

Hathi Genre Again – Zero Recall

In “Hathi’s Automatic Genre Classifier” [17.01.06] I compared the consolidated automatic genre metadata for a subset of HathiTrust Digital Library texts (available here) to the genre classifications arrived at for human-inspected works as part of the OED quotation tagging project under-way at The Life of Words. My process there was pretty closely supervised, but the […]

06.02.2017 – 17:00 | By D-AW | Posted in Digital Humanities, Lexicography, Poetry | Tagged , , , , , | Comments (5)

Hathi’s Automatic Genre Classifier

The HathiTrust Digital Library is a massive collection of digital books: As of 2017, it contains 5 billion pages from 15 million volumes (7 million titles). About 40% of these are public-domain works, meaning anyone can search and read them. Some of these have been marked for their textual genre. Here I do a little […]

06.01.2017 – 13:40 | By D-AW | Posted in Digital Humanities | Tagged , , , , , , , | Comments (0)