Text Data Mining Resources
- Introduction to web scrapingHands-on UCSB Library Carpentry workshop lessons.
- Text MiningBerkeley Library - University of California
- Text Mining & Computational Text Analysis: SourcesBerkeley Library - University of California
- Text Mining: Text Mining BasicsUC Merced Library
- Videos Addressing TDM Legal IssuesA series of videos for the Building Legal Literacies for Text Data Mining Institute, first delivered in June 2020.
Training Tools
- Lynda.comOnline learning platform free to current USCB staff, faculty and students. The platform has video tutorials and course series on data analysis, text mining, visualization and commonly used software.
- SAGE OceanSAGE Ocean's YouTube channel to support social scientists to engage with big data and new technologies.
- DataCampDataCamp has courses such as Learn R, Learn Python, and Learn SQL.
Books
Text mining with R : a tidy approach by Publication Date: 2017
Quantifying Approaches to Discourse for Social Scientists by Publication Date: 2019
Text Mining: Concepts, Implementation, and Big Data Challenge by Publication Date: 2019
Text Mining in Practice with R by Publication Date: 2017
Text Mining and Visualization by Publication Date: 2016
Practical Text Mining and Statistical Analysis for Non-Structured Text Data Applications by Publication Date: 2012
