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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

Creating effective markdowns

A markdown is a devaluation of a product because it cannot be sold at the original selling price. An example of a discount would be if you have an item that after a month of slow sales you decide to discount by 20%. Even if you just lost revenue, it also invites more people to buy it at a lower price. Since the item didn’t originally sell well, offering a good discounted price can often lead to sales that otherwise wouldn’t have happened. However, you will often find that you need to pursue your markdown strategies based on slow sales, moving products from 20% to 30%, 40%, and more as needed. Timing is particularly important because you want to sell the product while it is still relevant to the season, trends, and more.

Markdowns need to be differentiated from discounts. In retail, a discount is a reduction in the price of an item or transaction based on the type of customer who is buying. The employee discount, senior discount, and frequent...

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