Using Big Data to Understand and Serve Communities
Urban Informatics: Using Big Data to Understand and Serve Communities introduces the reader to the tools of data management, analysis, and manipulation using R statistical software. Designed for undergraduate and above level courses, this book is an ideal onramp for the study of urban informatics and how to translate novel data sets into new insights and practical tools.
The technical curriculum consists of both data management and analytics, including both as needed to become acquainted with and reveal the content of a new data set.
Content that is contextualized in real-world applications relevant to community concerns.
Unit-level assignments that educators might use as midterms or otherwise. These include Community Experience assignments that prompt students to evaluate the assumptions they have made about their data against real world information.
All data sets are publicly available through the Boston Data Portal.
Using Big Data to Understand and Serve Communities
Urban Informatics: Using Big Data to Understand and Serve Communities introduces the reader to the tools of data management, analysis, and manipulation using R statistical software. Designed for undergraduate and above level courses, this book is an ideal onramp for the study of urban informatics and how to translate novel data sets into new insights and practical tools.
The technical curriculum consists of both data management and analytics, including both as needed to become acquainted with and reveal the content of a new data set.
Content that is contextualized in real-world applications relevant to community concerns.
Unit-level assignments that educators might use as midterms or otherwise. These include Community Experience assignments that prompt students to evaluate the assumptions they have made about their data against real world information.
All data sets are publicly available through the Boston Data Portal.