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Hands-On Data Science for Marketing

You're reading from   Hands-On Data Science for Marketing Improve your marketing strategies with machine learning using Python and R

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789346343
Length 464 pages
Edition 1st Edition
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Author (1):
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Yoon Hyup Hwang Yoon Hyup Hwang
Author Profile Icon Yoon Hyup Hwang
Yoon Hyup Hwang
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Introduction and Environment Setup FREE CHAPTER
2. Data Science and Marketing 3. Section 2: Descriptive Versus Explanatory Analysis
4. Key Performance Indicators and Visualizations 5. Drivers behind Marketing Engagement 6. From Engagement to Conversion 7. Section 3: Product Visibility and Marketing
8. Product Analytics 9. Recommending the Right Products 10. Section 4: Personalized Marketing
11. Exploratory Analysis for Customer Behavior 12. Predicting the Likelihood of Marketing Engagement 13. Customer Lifetime Value 14. Data-Driven Customer Segmentation 15. Retaining Customers 16. Section 5: Better Decision Making
17. A/B Testing for Better Marketing Strategy 18. What's Next? 19. Other Books You May Enjoy

Customer churn and retention

Customer churn is when a customer decides to stop using services, content, or products from a company. As we have briefly discussed in Chapter 7, Exploratory Analysis for Customer Behavior, when we discussed customer analytics, it is much less expensive to retain existing customers than to acquire new customers, and the revenue from repeat customers is typically higher than that form new customers. In competitive industries, where a business faces many competitors, the cost of new customer acquisition is even higher, and retaining existing customers becomes more important for such businesses.

There are many reasons behind customers leaving a business. Some of the common reasons why customers churn are poor customer service, not finding enough value in the products or services, lack of communications, and lack of customer loyalty. The first step to...

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