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Index
Cover
Copyright
Contents
About This Book
Acknowledgments
Chapter 1: Getting Started with Regular Expressions
1.1 Introduction
1.2 Special Characters
1.3 Basic Metacharacters
1.4 Character Classes
1.5 Modifiers
1.6 Options
1.7 Zero-width Metacharacters
1.8 Summary
Chapter 2: Using Regular Expressions in SAS
2.1 Introduction
2.2 Built-in SAS Functions
2.3 Built-in SAS Call Routines
2.4 Applications of RegEx
2.5 Summary
Chapter 3: Entity Resolution Analytics
3.1 Introduction
3.2 Defining Entity Resolution
3.3 Methodology Overview
3.4 Business Level Decisions
3.4 Summary
Chapter 4: Entity Extraction
4.1 Introduction
4.2 Business Context
4.3 Scraping Text Data
4.4 Basic Entity Extraction Patterns
4.5 Putting Them Together
4.6 Summary
Chapter 5: Extract, Transform, Load
5.1 Introduction
5.2 Examining Data
5.3 Encoding Translation
5.4 Conversion
5.5 Standardization
5.6 Binning
5.7 Summary
Chapter 6: Entity Resolution
6.1 Introduction
6.2 Indexing
6.3 Matching
6.4 Summary
Chapter 7: Entity Network Mapping and Analysis
7.1 Introduction
7.2 Entity Network Mapping
7.3 Entity Network Analysis
7.4 Summary
Chapter 8: Entity Management
8.1 Introduction
8.2 Creating New Records
8.3 Editing Existing Records
8.4 Summary
Appendix A: Additional Resources
A.1 Perl Version Notes
A.2 ASCII Code Lookup Tables
A.3 POSIX Metacharacters
A.4 Random PII Generation
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