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The Art of Data-Driven Business

You're reading from   The Art of Data-Driven Business Transform your organization into a data-driven one with the power of Python machine learning

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Product type Paperback
Published in Dec 2022
Publisher Packt
ISBN-13 9781804611036
Length 314 pages
Edition 1st Edition
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Author (1):
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Alan Bernardo Palacio Alan Bernardo Palacio
Author Profile Icon Alan Bernardo Palacio
Alan Bernardo Palacio
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Data Analytics and Forecasting with Python
2. Chapter 1: Analyzing and Visualizing Data with Python FREE CHAPTER 3. Chapter 2: Using Machine Learning in Business Operations 4. Part 2: Market and Customer Insights
5. Chapter 3: Finding Business Opportunities with Market Insights 6. Chapter 4: Understanding Customer Preferences with Conjoint Analysis 7. Chapter 5: Selecting the Optimal Price with Price Demand Elasticity 8. Chapter 6: Product Recommendation 9. Part 3: Operation and Pricing Optimization
10. Chapter 7: Predicting Customer Churn 11. Chapter 8: Grouping Users with Customer Segmentation 12. Chapter 9: Using Historical Markdown Data to Predict Sales 13. Chapter 10: Web Analytics Optimization 14. Chapter 11: Creating a Data-Driven Culture in Business 15. Index 16. Other Books You May Enjoy

Calculating CLV

Customer lifetime value (CLV) is a metric used to describe how much money a company can expect to make overall from a typical customer during the duration that person or account stays a customer. CLV is the total amount a company makes from a typical customer during the term of that customer’s relationship with the company and it is used in marketing to forecast the net profit that will be generated over the course of a customer’s entire future relationship.

Knowing the CLV of our clients is crucial since it informs our choices regarding how much money to spend on attracting new clients and keeping existing ones. The simplest way to calculate CLV is by multiplying the average value of a purchase by the number of times the customer will make a purchase each year by the average length of the customer relationship (in years or months).

Numerous benefits can be derived from calculating the CLV of various clients, but business decision-making is the key...

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