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Computational Frameworks for Political and Social Research with Python

Name: Computational Frameworks for Political and Social Research with Python
Brand: Springer Nature Switzerland AG
SKU: 25137346
Price: 110.59 EUR
Availability: InStock
Author: Josh Cutler
ISBN: 9783030368258

Josh Cutler

Matt Dickenson

Idioma

Inglés

Libro Tapa dura

Código Libristo: 25137346

Editores Springer Nature Switzerland AG, abril 2020

This book is intended to serve as the basis for a first course in Python programming for graduate st... Descripción completa

Código Libristo: 25137346

271 b

110.59 €

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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.