HandsOnEntityResolution

This repository accompanies Hands On Entity Resolution by O'Reilly

Chapter 1 - Introduction to Entity Resolution

Chapter 2 - Data Standardization

Chapter 3 - Text Matching

Chapter 4 - Probabilistic Matching

Chapter 5 - Record Blocking

Chapter 6 - Company Matching

Chapter 7 - Clustering

Chapter 8 - Scaling Up On Google Cloud

Chapter 9 - Cloud Entity Resolution Services

Chapter10 - Privacy Preserving Record Linkage

Chapter11 - Further Considerations

Name		Name	Last commit message	Last commit date
Latest commit History 98 Commits
.gitignore		.gitignore
Chapter10Client.ipynb		Chapter10Client.ipynb
Chapter10GCSBloomExamples.ipynb		Chapter10GCSBloomExamples.ipynb
Chapter10Server.py		Chapter10Server.py
Chapter2.ipynb		Chapter2.ipynb
Chapter3.ipynb		Chapter3.ipynb
Chapter4.ipynb		Chapter4.ipynb
Chapter4_Splink_Settings.json		Chapter4_Splink_Settings.json
Chapter5.ipynb		Chapter5.ipynb
Chapter5_Splink_Settings.json		Chapter5_Splink_Settings.json
Chapter6.ipynb		Chapter6.ipynb
Chapter6_Splink_Settings.json		Chapter6_Splink_Settings.json
Chapter7.ipynb		Chapter7.ipynb
Chapter7_Splink_Settings.json		Chapter7_Splink_Settings.json
Chapter8.ipynb		Chapter8.ipynb
Chapter8_Splink_Settings.json		Chapter8_Splink_Settings.json
Chapter9.py		Chapter9.py
Chapter9.sql		Chapter9.sql
Chapter9SchemaBasic		Chapter9SchemaBasic
Chapter9SchemaMari		Chapter9SchemaMari
README.md		README.md
mari_clean.csv		mari_clean.csv
mari_raw.csv		mari_raw.csv
mps_they_clean.csv		mps_they_clean.csv
mps_they_raw.csv		mps_they_raw.csv
mps_unmatched.csv		mps_unmatched.csv
mps_wiki_bday_clean.csv		mps_wiki_bday_clean.csv
mps_wiki_bday_raw.csv		mps_wiki_bday_raw.csv
mps_wiki_clean.csv		mps_wiki_clean.csv
mps_wiki_raw.csv		mps_wiki_raw.csv
requirements.txt		requirements.txt

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