Code supporting “Early-warning of trends in commercial wildlife trade through novel machine-learning analysis of patent filing”.

Cleaned and processed patent data and analysis code for “Early-warning of trends in commercial wildlife trade through novel machine-learning analysis of patent filing” (Nature Communications, 2024). Original raw data retrieved from Google Patents. Code is largely R. Statistical modelling code uses...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Hinsley, A, Challender, D, Masters, S, Milner-Gulland, E J, Macdonald, D, Fraser, J, Wright, J
Формат: Dataset
Хэл сонгох:English
Хэвлэсэн: University of Oxford 2024
Тодорхойлолт
Тойм:Cleaned and processed patent data and analysis code for “Early-warning of trends in commercial wildlife trade through novel machine-learning analysis of patent filing” (Nature Communications, 2024). Original raw data retrieved from Google Patents. Code is largely R. Statistical modelling code uses Stan via the RStan R interface. Details of files and usage in included 'manifest.md' files.