Modern Survey Analysis

Using Python for Deeper Insights
 HC runder Rücken kaschiert

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ISBN-13:
9783030762667
Veröffentl:
2022
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
12.09.2022
Seiten:
376
Autor:
Walter R. Paczkowski
Gewicht:
729 g
Format:
241x160x26 mm
Sprache:
Englisch
Beschreibung:

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; andIntroduce Python and Pandas for analyzing survey data.
Discusses data visualization for survey data, so that readers can conduct more sophisticated analyses
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.

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