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Introduction to Data Science for Social and Policy Research "Collecting and Organizing Data with R and Python"

Introduction to Data Science for Social and Policy Research "Collecting and Organizing Data with R and Python"

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  • ISBN:9781107540255
  • Editorial: Cambridge University Press
  • Fecha de la edición:
  • Encuadernación:
  • Nº Pág.:305
  • Idiomas:Ingles

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Real-world data sets are messy and complicated. Written for students in social science and public management, this authoritative but approachable guide describes all the tools needed to collect data and prepare it for analysis. Offering detailed, step-by-step instructions, it covers collection of many different types of data including web files, APIs, and maps; data cleaning; data formatting; the integration of different sources into a comprehensive data set; and storage using third-party tools to facilitate access and shareability, from Google Docs to GitHub. Assuming no prior knowledge of R and Python, the author introduces programming concepts gradually, using real data sets that provide the reader with practical, functional experience.

Part I. Get Started:
1. Introduction
2. Setting up the tools
3. Basics of R and Python
Part II. Collect and Clean:
4. Collecting data
5. Cleaning data
Part III. Format and Storage:
6. Formatting the 'clean' data
7. Integrating and storing.

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