Modern Survey Analysis - Using Python for Deeper Insights

This book develops survey data analysis tools in Python, to create and analyze cross-tab tables and data visuals, weight data, perform hypothesis tests, and handle special survey questions such as Check-all-that-Apply. In addition, the basics of Bayesian data analysis and its Python implementation are presented. Since surveys are widely used as the primary method to collect data, and ultimately information, on attitudes, interests, and opinions of customers and constituents, these tools are vital for private or public sector policy decisions.
As a compact volume, this book uses case studies to illustrate methods of analysis essential for those who work with survey data in either sector. It focuses on two overarching objectives:

1. Demonstrate how to extract actionable, insightful, and useful information from survey data; and
2. Introduce Python and Pandas for analyzing survey data.

List of contents

1. Introduction.- 2. Understanding the structure of survey data.- 3. Shallow analyses of survey data.- 4. Deep analyses of survey data.- 5. Conclusion and wrap-up.

About the author

Walter R. Paczkowski, PhD, has worked at AT&T, AT&T Bell Labs, and AT&T Labs. He founded Data Analytics Corp., a statistical consulting company, in 2001. Dr. Paczkowski is also a part-time lecturer of economics at Rutgers University. He is the author of Business Analytics: Data Science for Business Problems (2022), Deep Data Analytics for New Product Development (2020), Pricing Analytics: Models and Advanced Quantitative Techniques for Product Pricing (2018), and Market Data Analysis Using JMP (2016).

Product details

Authors	Walter R Paczkowski, Walter R. Paczkowski
Publisher	Springer, Berlin
Languages	English
Product format	Hardback
Released	12.09.2022
EAN	9783030762667
ISBN	978-3-0-3076266-7
No. of pages	347
Dimensions	155 mm x 24 mm x 235 mm
Illustrations	XXVI, 347 p. 226 illus., 221 illus. in color.
Subjects	Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Social sciences, law, business > Business > General, dictionaries

Product details

• Authors: Walter R Paczkowski, Walter R. Paczkowski
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 12.09.2022
• EAN: 9783030762667
• ISBN: 978-3-0-3076266-7
• No. of pages: 347
• Dimensions: 155 mm x 24 mm x 235 mm
• Illustrations: XXVI, 347 p. 226 illus., 221 illus. in color.
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Social sciences, law, business > Business > General, dictionaries