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Data Analytics for Marketing

You're reading from   Data Analytics for Marketing A practical guide to analyzing marketing data using Python

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781803241609
Length 452 pages
Edition 1st Edition
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Author (1):
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Guilherme Diaz-Bérrio Guilherme Diaz-Bérrio
Author Profile Icon Guilherme Diaz-Bérrio
Guilherme Diaz-Bérrio
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Table of Contents (20) Chapters Close

Preface 1. Part 1: Fundamentals of Analytics
2. Chapter 1: What is Marketing Analytics? FREE CHAPTER 3. Chapter 2: Extracting and Exploring Data with Singer and pandas 4. Chapter 3: Design Principles and Presenting Results with Streamlit 5. Chapter 4: Econometrics and Causal Inference with Statsmodels and PyMC 6. Part 2: Planning Ahead
7. Chapter 5: Forecasting with Prophet, ARIMA, and Other Models Using StatsForecast 8. Chapter 6: Anomaly Detection with StatsForecast and PyMC 9. Part 3: Who and What to Target
10. Chapter 7: Customer Insights – Segmentation and RFM 11. Chapter 8: Customer Lifetime Value with PyMC Marketing 12. Chapter 9: Customer Survey Analysis 13. Chapter 10: Conjoint Analysis with pandas and Statsmodels 14. Part 4: Measuring Effectiveness
15. Chapter 11: Multi-Touch Digital Attribution 16. Chapter 12: Media Mix Modeling with PyMC Marketing 17. Chapter 13: Running Experiments with PyMC 18. Index 19. Other Books You May Enjoy

Steps in customer survey analysis

Customer satisfaction analysis (or customer survey analysis), like any other analysis, is a process that you, as an analyst, need to follow and iterate. There are six steps involved in conducting a customer survey analysis:

  1. Define the objectives of the survey: The first step in conducting a customer survey analysis is to define the objectives of the survey. This will help you determine the type of data that needs to be collected, the target audience, and the questions that will be asked. The objectives of the survey should be specific, measurable, and aligned with the goals of the organization.
  2. Design the survey questions: Once the survey method has been selected, the next step is to design the survey questions. The questions should be designed to gather the information needed to meet the objectives of the survey. They should be clear, concise, and easy to understand. Organizations should also consider using a mix of open-ended and closed...
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