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Text and data mining: Licensed data sources

Our licensed resources are permitted for use by Monash University authorised users, which includes current faculty, staff, and students. If you are conducting a joint research project with external affiliates, please contact your relevant Faculty Liaison Librarian.

Licensed data sources

Data source About Data access Further information
Adam Matthew digital Primary source collections from the social sciences and humanities API, via Library request (select your Faculty liaison librarian) Data mining/text mining statement
American Medical Association JAMA: The Journal of the American Medical Association is a peer-reviewed medical journal published 48 times a year by the AMA. It publishes original research, reviews, and editorials covering all aspects of the biomedical sciences. Register for an account with JAMA; Data is packaged in subscription-level sets (eg, JAMA Internal Medicine 1998-current) and downloadable in JSON format JAMA Network text and data mining services
Brill online Primary sources, books, and reference resources in the Humanities and Social Sciences, International Law and selected areas in the Sciences Content may be downloaded for TDM, via Library request (select your Faculty liaison librarian)  
Emerald insight Scholarly academic journals, case studies, and books in the fields of management, business, education, library studies, health care, and engineering Via CrossRef’s TDM service CrossRef community forum
Gale Primary Sources Historical primary source archives incorporating monographs, manuscripts, newspapers, maps, and photographs Access through Gale Digital Scholar Lab. Data Mining, Textual Analytics, the Digital Humanities, and Gale
HathiTrust A collection of millions of titles digitized from libraries around the world.

A suite of tools and services through the HathiTrust Research Center 

JSTOR Selected content from JSTOR, a digital library of academic journals, books, and primary sources JSTOR Data for Research JSTOR Data for Research Dataset Services
Oxford University Press Access points for reference resources from Oxford University Press:
Oxford Art Online
Oxford Music Online
Oxford Scholarship Online

Via consultation:

Please copy into request for local assistance

Oxford Art FAQ
Oxford Music FAQ
Proquest TDM Studio Proquest Theses, 


ScienceDirect Scholarly eJournals and selected eBooks published by Elsevier API with token or web harvest; submit a ticket via eSolutions as a static IP is needed Text and data mining agreement
Scopus Abstracts and citation data from a large multidisciplinary corpus covering published material in the STEM and Humanities API with registration and key; submit a ticket via eSolutions with your query Elsevier Scopus APIs
SpringerLink Multidisciplinary collection of online resources covering life, health and physical sciences, social sciences, and the humanities API or CrossRef's TDM service

Springer text and data mining policy

Taylor & Francis online Scholarly journals, ebooks, and reference works in the Humanities, Social Sciences, Behavioural Sciences, Science, Technology and Medicine sectors Via Library request (select your Faculty liaison librarian)  
Wiley Online Library Multidisciplinary collection of online resources covering life, health and physical sciences, social sciences, and the humanities API or CrossRef's TDM service Text and data mining agreement