Python Data Science Handbook

Take Control of Your Data and Use Python with Confidence Requiring no prior programming experience, Managing Your Biological Data with Python empowers biologists and other life scientists to work with

While a host of books have analyzed legal dimensions of LGBTQ public policy, the Routledge Handbook of LGBTQIA Administration and Policy is the first to utilize up-to-the-minute empirical data to exam

There is a long history of governments, businesses, science and citizens producing and utilising data in order to monitor, regulate, profit from, and make sense of the urban world. Recently, we have

Jack Pun presents best practices in pedagogy and teaching to facilitate effective content-subject learning at the secondary school level.Increasingly, parents are sending their children to English-medium instruction (EMI) secondary schools in their home countries, to prepare them for full immersion in EMI in English native-speaking countries. The book explores the teaching and learning processes in EMI senior secondary science classrooms based in thirty secondary schools in Hong Kong. Conducting analyses of classroom, teacher and student perception data, the author discusses the issues of teaching science through the medium of English in secondary schools, the implications and applications for professional development of science teachers and other content-subject teachers, and suggests strategies for teaching science in different EMI contexts.This volume is highly relevant to scholars in the field of educational linguistics, particularly in English language teaching, content-based inst

Data has become a social and political issue because of its capacity to reconfigure relationships between states, subjects, and citizens. This book explores how data has acquired such an important cap

Data Journalism and the Regeneration of News traces the emergence and flourishing of data journalism through a scholarly lens. It presents evidence of how data journalists are mobilizing discursive, t

The notion of data is increasingly encountered in spatial, creative and cultural studies. Big data and artificial intelligence are significantly influencing a number of disciplines. Processes, methods

The Routledge Handbook of Transregional Studies brings together the various fields within which transregional phenomena are scientifically observed and analysed. This handbook presents the theoretical

"The data economy" is a term used by many, but properly understood by few. Even more so the concept of "big data". Both terms embody the notion of a digital world in which many transactions and data f

Modelling and simulation techniques are of central importance to conducting research in sport and exercise science, informing data collection and helping to analyze patterns of movement and physical p

Cases of Teachers’ Data Use addresses applications of student data beyond theoretical, school-, and district-level examinations by presenting case studies of teachers’ data use in practice. Within the

Data Analytics in Football provides students, researchers and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, expl

The Routledge Handbook of Lexicography provides a comprehensive overview of the major approaches to lexicography and their applications within the field. This Handbook features key case studies and cu

The Routledge Handbook of Policy Styles provides a systematic and comprehensive overview of the study of policy styles provided by leading experts in the field.

The Routledge Handbook of Arctic Security offers a comprehensive examination of security in the region, encompassing both state-based and militarized notions of security, as well as broader security p

This handbook allows rapid reference to conditions commonly encountered in school-aged children, and to rare diseases as well. It focuses particularly on the impact of the condition on the child's abi

The Routledge Handbook of Contemporary Japan presents a synthesized, interdisciplinary study of contemporary Japan based on up-to-date theoretical models designed to provide readers with a comprehensi

The term ‘critical finance studies’ remains largely unfocused and undefined. Against this backdrop, the key rationales of The Routledge Handbook to Critical Finance Studies are to provide a coherent n

The Routledge Handbook of Arabic and Identity offers a comprehensive and up to date account of studies that relate the Arabic language in its entirety to identity. This handbook offers new trajectorie

This text challenges the increasing professionalization of science; questions the view of scientific knowledge as objective; and highlights the relationship between democracy and science. Scholars in

Engineering Science 2nd Edition will help you understand the scientific principles involved in engineering.

The Routledge Handbook of Africana Criminologies plugs a gaping hole in criminological literature, which remains dominated by work on Europe and settler-colonial locations at the expense of neo-coloni

Data, Matter, Design presents a comprehensive overview of current design processes that rely on the input of data and use of computational design strategies, and their relationship to an array of

An outstanding guide and reference source to this important and fascinating topic. Comprising seventy-five chapters by a team of international contributors, the Handbook offers unparalleled coverage o

Routledge Handbook of Tourism Cities presents an up-to-date, critical and comprehensive overview of established and emerging themes in urban tourism and tourist cities. Offering socio-cultural perspec

In this Handbook, Karen Raber and Holly Dugan delve deep into Shakespeare’s World to illuminate and understand the use of animals in his span of work.

The Routledge Handbook of Japanese Cinema provides a timely and expansive overview of Japanese cinema today, through cutting-edge scholarship that reflects the hybridity of approaches defining the fie

This Handbook includes contributions from established and emerging scholars from around the world and draws on multiple approaches and subjects to explore the socio-economic, cultural, ecological, ins

The Routledge Handbook of International Cybersecurity examines the development and use of information and communication technologies (ICTs) from the perspective of international peace and security.

This handbook discusses and analyzes the history and development of OPEC, its global importance, and the role it has played, and still plays, in the global energy market.

The Routledge International Handbook of Masculinity Studies provides a contemporary critical and scholarly overview of theorizing and research on masculinities as well as emerging ideas and areas of s

Critical international relations is both firmly established and rapidly expanding, and this Handbook offers a wide-ranging survey of contemporary research. It affords insights into exciting developmen

A practical introduction to the engineering science and mathematics required for engineering study and practice. Science and Mathematics for Engineering is an introductory textbook that assumes no p

This new handbook provides a comprehensive and multidisciplinary overview of the theoretical and empirical aspects of state recognition in international politics.

Drawing on a range of approaches from the social sciences and humanities, this handbook explores theoretical and empirical perspectives that address the articulation of law in society, and the social

This classic and invaluable reference handbook, written for sex researchers and their students, has now been completely revised in a new, fourth edition. It remains the only easy and efficient way for

"This new Handbook, with contributions from leaders in the field, integrates, within a single volume, an historical perspective, the latest in computational and neural modeling of phonetics, and a bre

Written in collaboration with the European Council of Landscape Architecture Schools (ECLAS) and LE: NOTRE, The Routledge Handbook of Teaching Landscape provides a wide-ranging overview of teachi

How is qualitative data actually collected, analyzed, and accomplished? How Qualitative Data Analysis Happens: Moving Beyond "Themes Emerged" offers an in-depth look into how qualitative social scienc

The Routledge Handbook of Russian Security offers a comprehensive collection of essays on all aspects of Russian security and foreign policy by international scholars from across the world.