finelybook
Modern Survey Analysis: Using Python for Deeper Insights
September 12, 2022
by Walter R. Paczkowski(Author)
Publisher Finelybook 出版社: ; 1st ed. 2022 edition (September 12, 2022)
Language 语言: English
pages 页数: 373 pages
ISBN-10 书号: 3030762661
ISBN-13 书号: 9783030762667
Book Description
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:
Demonstrate how to extract actionable, insightful, and useful information from survey data; and
Introduce Python and Pandas for analyzing survey data.
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