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Computational Frameworks for Political and Social Research with Python (Hardcover, 1st ed. 2020)
Loot Price: R2,865
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Computational Frameworks for Political and Social Research with Python (Hardcover, 1st ed. 2020)
Series: Textbooks on Political Analysis
Expected to ship within 12 - 19 working days
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This book is intended to serve as the basis for a first course in
Python programming for graduate students in political science and
related fields. The book introduces core concepts of software
development and computer science such as basic data structures
(e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g.
sorting), and analysis of computational efficiency. It then
demonstrates how to apply these concepts to the field of political
science by working with structured and unstructured data, querying
databases, and interacting with application programming interfaces
(APIs). Students will learn how to collect, manipulate, and exploit
large volumes of available data and apply them to political and
social research questions. They will also learn best practices from
the field of software development such as version control and
object-oriented programming. Instructors will be supplied with
in-class example code, suggested homework assignments (with
solutions), and material for practical lab sessions.
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