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This Chapter
10.1 Introduction
10.2 Exploring Our Data Set
10.3 Exploratory Data Analysis Questions
10.4 Market Basket Analysis
10.5 Visualizing Data
10.6 Glossary
10.
Exploring Market Basket Analysis
ΒΆ
10.1. Introduction
10.1.1. Learning Goals
10.1.2. Learning Objectives
10.2. Exploring Our Data Set
10.2.1. Reading List
10.2.2. The Data
10.2.3. aisles.csv
10.2.4. departments.csv
10.2.5. order_products__prior.csv
10.2.6. orders.csv
10.2.7. products.csv
10.3. Exploratory Data Analysis Questions
10.4. Market Basket Analysis
10.4.1. Constructing an Item-Item Matrix
10.4.2. Testing The Item-Item Matrix
10.4.3. Cleaning Up and Saving
10.4.4. Understanding the Item-Item Matrix
10.4.5. Experimenting with Item-Item Recommendations
10.5. Visualizing Data
10.6. Glossary
10.6.1. Definitions
10.6.2. Keywords
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