Summary 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