Text-Mining Tools

Tools to Harvest Text Data Across Resources

Crossref Text and Data Mining API FREE

https://www.crossref.org/documentation/retrieve-metadata/rest-api/text-and-data-mining-for-researchers/

This tool provides researchers with a common mechanism to harvest full text documents from 4000+ participating publishers regardless of their business model (open access or subscription). The availability of subscription-based content still depends on the publisher's license with the Library.

Research Platforms For Individual Researchers

Academia Sinica Digital Humanities Research Platform 中研院數位人文研究平台 FREE

https://dh.ascdc.sinica.edu.tw/member/

Developed by Academia Sinica (中央研究院) in Taiwan, this platform hosts a large, open and diverse collection of digital texts, authority files and linked open data. It provides functionalities for text upload, text analysis download, proximity search, text annotation, text comparison, word frequency statistics, N-gram statistics, co-occurring statistics, statistical charts, geographic information system, social network analysis, and other tools for analysis and visualization, allowing researchers to conduct both private individual or large collaborative humanities research projects. Only Chinese version is available at the moment.


DocuSky 數位人文學術研究平台 FREE

https://docusky.org.tw/DocuSky/home/

Developed by National Taiwan University, individual researchers can first use the platform's API to import full text materials, then the platform can do automatic tagging, build a searchable database, create word clouds, generate maps, facilitate text comparison, show term frequencies, etc. via built-in features. Only Chinese version is available at the moment.