Urban Informatics: Using Big Data to Understand and Serve Communities

Urban Informatics: Using Big Data to Understand and Serve Communities is a textbook designed for undergraduate and above-level courses that teaches students how to manage, analyze, and manipulate data using R statistical software. It follows a unique pedagogical approach that enables students to build skills by pursuing projects that inspire and motivate them. The book covers both data management and analytics, with content contextualized in real-world applications relevant to community concerns. Each chapter includes an Exploratory Data Assignment that prompts readers to practice their new skills on a data set of their choice.

Format: Paperback / softback
Length: 324 pages
Publication date: 02 November 2022
Publisher: Taylor & Francis Ltd

Urban Informatics: Leveraging Big Data for Understanding and Serving Communities is a comprehensive guide that delves into the realm of data management, analysis, and manipulation utilizing the powerful R statistical software. This textbook is specifically designed for undergraduate and above-level courses, serving as an ideal entry point into the field of urban informatics and its application in translating novel data sets into valuable insights and practical tools.

The book adopts a unique pedagogical approach crafted by the author, aimed at empowering students to develop their skills through engaging projects that ignite their curiosity and motivation. Each chapter features an Exploratory Data Assignment, designed to challenge readers to apply their newly acquired skills on a data set of their choice. These assignments guide readers through the process of becoming intimately familiar with the contents of a novel data set and effectively communicating meaningful insights to others.

Key Features:

Comprehensive Technical Curriculum: The textbook encompasses both data management and analytics, providing a solid foundation for understanding and analyzing new data sets. It covers the necessary techniques to navigate and extract valuable information from a diverse range of data sources.

Contextualized Content: The content is contextualized in real-world applications that are relevant to community concerns, making it accessible and applicable to a wide range of students and professionals.

Unit-Level Assignments: Educators can utilize the book's unit-level assignments as midterms or as supplementary materials. These assignments include Community Experience assignments, which prompt students to evaluate their assumptions about the data against real-world information.

Publicly Available Data Sets: All data sets used in the textbook are publicly available through the Boston Data Portal, fostering accessibility and promoting hands-on learning experiences.

By leveraging the power of big data and adopting a hands-on approach, Urban Informatics: Leveraging Big Data for Understanding and Serving Communities equips students with the skills and knowledge necessary to thrive in the rapidly evolving field of urban informatics. Whether you are a student, researcher, or professional seeking to make meaningful contributions to urban communities, this textbook is an invaluable resource for your journey.

Weight: 630g
Dimension: 254 x 178 (mm)
ISBN-13: 9781032264592