Much of the data available today is unstructured and text-heavy, making it challenging for analysts to apply their usual data wrangling and visualization tools. With this practical book, you'll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packag...
This book describes the differences in US census coverage, also referred to as "differential undercount", by showing which groups have the highest net undercounts and which groups have the greatest undercount differentials, and discusses why such undercounts occur. In addition to focusing on measuring census coverage for several demograph...
This book tells the story of Barbara Robb and her pressure group, Aid for the Elderly in Government Institutions (AEGIS). In 1965, Barbara visited 73-year-old Amy Gibbs in a dilapidated and overcrowded National Health Service psychiatric hospital back-ward. She was so appalled by the low standards that she set out to make improvements. Barbara'...
Discover how graph databases can help you manage and query highly connected data. With this practical book, you'll learn how to design and implement a graph database that brings the power of graphs to bear on a broad range of problem domains. Whether you want to speed up your response to user queries or build a database that can adapt as your ...
This book presents an incisive outline of the historical development and geography of cities. It focuses on three themes that constitute essential foundations for any understanding of urban form and function. These are: (a) the shifting patterns of urbanization through historical time, (b) the role of cities as centers of production and work in a ...
This open book discusses British literature as part of a network of global entangled modernities and shared aesthetic concerns, departing from the retrospective model of a postcolonial "writing back" to the centre. Accordingly, the narrative strategies in the texts of early Black Atlantic authors, like Equiano, Sancho, Wedderburn, and Sea...
The purpose of the book is to give a thorough introduction to the methods of model theory for first order logic. Model theory is the branch of logic that deals with mathematical structures and the formal languages they interpret. First order logic is the most important formal language and its model theory is a rich and interesting subject with sign...
The nineteenth century witnessed a series of revolutions in the production and circulation of images. From lithographs and engraved reproductions of paintings to daguerreotypes, stereoscopic views, and mass-produced sculptures, works of visual art became available in a wider range of media than ever before. But the circulation and reproduction of a...
Writing Guide with Handbook aligns to the goals, topics, and objectives of many first-year writing and composition courses. It is organized according to relevant genres, and focuses on the writing process, effective writing practices or strategies - including graphic organizers, writing frames, and word banks to support visual learning - and conven...
This book is an introduction to the language of systems biology, which is spoken among many disciplines, from biology to engineering. Authors Thomas Sauter and Marco Albrecht draw on a multidisciplinary background and evidence-based learning to facilitate the understanding of biochemical networks, metabolic modeling and system dynamics.
Their pe...