Introduction to Text Analysis
Table of Contents
Preface
Acknowledgements
Introduction
Issues in Digital Text Analysis
Close Reading
Crowdsourcing
Digital Archives
Data Cleaning
Cyborg Readers
Reading at Scale
Topic Modeling
Classifiers
Sentiment Analysis
Conclusion
License and Copyright
Introduction to Text Analysis
A Coursebook
Table of Contents
Preface
Acknowledgements
Introduction
For Instructors
For Students
Schedule
Issues in Digital Text Analysis
Why Read with a Computer?
Google NGram Viewer
Exercises
Close Reading
Close Reading and Sources
Prism Part One
Exercises
Crowdsourcing
Crowdsourcing
Prism Part Two
Exercises
Digital Archives
Text Encoding Initiative
NINES and Digital Archives
Exercises
Data Cleaning
Problems with Data
Zotero
Exercises
Cyborg Readers
How Computers Read Texts
Voyant Part One
Exercises
Reading at Scale
Distant Reading
Voyant Part Two
Exercises
Topic Modeling
Bags of Words
Topic Modeling Case Study
Exercises
Classifiers
Supervised Classifiers
Classifying Texts
Exercises
Sentiment Analysis
Sentiment Analysis
Sentiment Analysis in Action
Exercises
Conclusion
Where to Go Next
Further Resources
Adapting This Book