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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
¶
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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