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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

Finding the demand curve

A demand curve in economics is a graph that depicts the relationship between the price of a specific good and the amount of that good needed at that price. Individual demand curves are used for price-volume interactions between individual consumers, while market-wide demand curves are utilized for all consumers (a market demand curve).

It is generally accepted that the demand curve declines because of the law of demand. For the majority of things, demand declines as price rises. This law does not apply in several peculiar circumstances. These include speculative bubbles, Veblen goods, and Giffen goods, and when prices rise, purchasers are drawn to the products.

Demand curves are used in combination with supply curves to establish an equilibrium price. At this ideal point, both sellers and buyers have achieved a mutual understanding of how valuable a good or service really is, which allows us to produce just enough to satisfy the demand without shortages...

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