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Humanities Data Analysis: Case Studies with Python
Humanities Data Analysis: Case Studies with Python
Prologue
Preface
Data Analysis Essentials
Introduction
Parsing and Manipulating Structured Data
Exploring Texts using the Vector Space Model
Processing Tabular Data
Advanced Data Analysis
Statistics Essentials: Who Reads Novels?
Introduction to Probability
Narrating with Maps
Stylometry and the Voice of Hildegard
A Topic Model of United States Supreme Court Opinions, 1900–2000
Epilogue
Epilogue: Good Enough Practices
Bibliography
Index