Natural Language Processing with Python

This second edition of Digital Analytics for Marketing provides students with a comprehensive overview of the tools needed to measure digital activity and implement best practices when using data to inform marketing strategy. It is the first text of its kind to introduce students to analytics platforms from a practical marketing perspective.Demonstrating how to integrate large amounts of data from web, digital, social, and search platforms, this helpful guide offers actionable insights into data analysis, explaining how to "connect the dots" and "humanize" information to make effective marketing decisions. The authors cover timely topics, such as social media, web analytics, marketing analytics challenges, and dashboards, helping students to make sense of business measurement challenges, extract insights, and take effective actions. The book's experiential approach, combined with chapter objectives, summaries, and review questions, will engage readers, deepening their learning by helpi

This book introduces a novel discourse, based on socio-legal theory of compliance with international environmental law, which addresses the overarching question: when can international environmental law and policy achieve implementation, compliance and be effective?Offering an important contribution to academic and practical understandings of implementation and compliance with international environmental obligations, the book firstly critiques existing multidisciplinary theories of law and then brings together international and domestic legal theories to highlight their symbiotic relationship. It also stresses the importance of interactions between domestic and international legal and policy processes. This pioneering discourse is argued to be transformative to international environmental regimes and offers a way for them to be truly normative and to achieve compliance.The book will be of interest to students and scholars in the field of socio-legal studies and international environmen

Children and Adolescent's Experiences of Violence and Abuse at Home is a unique book that explores some of the main controversies and challenges within the field. The book is organised into three sections, the first covering work that has focused on the experiences of living in DV settings as a child or young person, the second offers overviews of the impact of child victimisation and the final section is about working with children in practice and service-based settings. It includes extensive reviews of the literature, empirical research and practice observations, all of which provide compelling evidence of a need to change how we construct victims and design services. It provides evidence for the need to work sensitively, inclusively, and responsively around issues of victim identification, support, and prevention. Moreover, the evidence urges us to include children's and adult victim/survivor's experiences and contributions in the creation of services. Concluding with a series of re

John Locke is widely perceived as a foundational figure within the liberal tradition. This book investigates the competing purposes that informed Locke's political philosophy, not all of which resulted in outcomes consistent with what we today understand as "liberal" ideals. Locke himself was unaware that he belonged to a "liberal" tradition. Traditions only acquire meaning in retrospect. But many have perceived the development of Locke's political philosophy as involving a smooth evolution from "authoritarian" origins to "liberal" conclusions, beginning with Locke's Two Tracts on Government (1660-62) and culminating in his later political works, the Two Treatises of Government (1689) and A Letter Concerning Toleration (1689). This book advances an interpretation of this development which reveals how, by the time of his mature political writings, Locke sought to advance three competing imperatives within his political philosophy, only two of which were consistent with ideals of individ