We are in an age of big data where all of our everyday interactions and transactions generate data. Much of this data is spatial - it is collected some-where - and identifying analytical insight from trends and patterns in these increasing rich digital footprints presents a number of challenges. Whilst other books describe different flavours of Data Analytics in R and other programming languages, there are none that consider Spatial Data (i.e. the location attached to data), or that consider issues of inference, linking Big Data, Geography, GIS, Mapping and Spatial Analytics. This is a 'learning by doing' textbook, building on the previous book by the same authors, An Introduction to R for Spatial Analysis and Mapping. It details the theoretical issues in analyses of Big Spatial Data and developing practical skills in the reader for addressing these with confidence.

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.

1 Einfuhrung.- 1.1 Grundungsgeschehen und Wirtschaftsentwicklung.- 1.2 Inhaltsuberblick.- 2 UEberblick uber Problembereiche bei der Erfassung von Grundungen und Stilllegungen.- 2.1 Grundfragen.- 2.2 Analyseperspektiven und grundlegende Definitionen.- 2.3 Erhebungseinheit, Definition und Zeitpunkt von Grundung bzw. Stilllegung.- 2.4 Identifikation von Grundungen und Stilllegungen in Datensatzen mit Panel-Struktur.- 2.5 Weitere Problembereiche.- 2.6 Art und Umfang der verfugbaren Informationen.- 2.7 Aufbereitung und Datenzugang.- 3 Die Erhebungen der Statistischen AEmter.- 3.1 Einfuhrung.- 3.2 Datenquellen.- 3.2.1 Unternehmensregistersystem.- 3.2.2 Berichtskreise des Bergbaus und Verarbeitenden Gewerbes.- 3.3 Identifikation von Grundungen.- 3.3.1 Erfassungsverfahren.- 3.3.2 Nachfassen.- 3.3.3 Grundungszeitpunkt.- 3.3.4 Von Betriebsgrundungen separierbare Zugange.- 3.3.5 Von Betriebsgrundungen nicht-separierbare Zugange.- 3.4 Identifikation von Schliessungen.- 3.4.1 Ausscheiden aus der Statistik.- 3.4.2 Schliessungszeitpunkt.- 3.4.3 Von Betriebsschliessungen separierbare Abgange.- 3.4.4 Von Betriebsschliessungen nicht-separierbare Abgange.- 3.4.5 Perforation von Betriebsdatenverlaufen.- 3.5 Qualitat der Indikatoren.- 3.5.1 Grundungsindikator.- 3.5.2 Schliessungsindikator.- 3.6 Informationsgehalt und Zugang.- 4 Die Betriebsdatei der Beschaftigtenstatistik der Bundesanstalt fur Arbeit.- 4.1 Einfuhrung: Beschaftigtenstatistik und Betriebsdatei.- 4.2 Erhebungsverfahren und Inhalt der Beschaftigtenstatistik.- 4.3 Aufbereitungsformen der Beschaftigtenstatistik.- 4.4 Definition des Betriebs in der Beschaftigtenstatistik.- 4.5 Identifikation von Grundungen.- 4.6 Identifikation von Stilllegungen.- 4.7 UEberprufung der Plausibilitat des Betriebsbegriffs.- 4.8 Moeglichkeiten zur Verbesserung der Qualitat der Beschaftigtenstatistik fur Analysen des Grundungsgeschehens.- 4.9 Datenzugang.- 5 Die Mannheimer Grundungspanels des Zentrums fur Europaische Wirtschaftsforschung GmbH (ZEW).- 5.1 Einleitung.- 5.2 Rechercheverhalten von Creditreform.- 5.3 Unternehmensgrundungen.- 5.3.1 Erfassungs- und Analyseeinheit der ZEW-Grundungspanels.- 5.3.2 Verfugbare Unternehmensangaben.- 5.3.3 Identifizierung des Grundungszeitpunkts.- 5.3.4 Die Abgrenzung verschiedener Grundungsformen und deren Identifizierung in den ZEW-Grundungspanels.- 5.3.5 Differenzierung zwischen Unternehmensgrundungen und anderen Zugangen in die ZEW-Grundungspanels.- 5.3.5.1 Creditreform-spezifische Anlasse fur separierbare Zugange.- 5.3.5.2 Unternehmensspezifische Anlasse fur separierbare Zugange.- 5.3.5.3 Unternehmensspezifische Anlasse fur nicht-separierbare Zugange.- 5.4 Unternehmensschliessungen.- 5.4.1 Identifikation von Unternehmensschliessungen in den ZEW-Grundungspanels.- 5.4.1.1 Abgrenzung zwischen wirtschaftsaktiven und geschlossenen Unternehmen.- 5.4.1.2 Identifizierbarkeit verschiedener Schliessungsformen.- 5.4.1.3 Identifizierung des Schliessungszeitpunkts.- 5.4.2 Abgrenzung zwischen Unternehmensschliessungen und anderen Ereignissen.- 5.4.2.1 AEnderungen des Umfangs der Geschaftstatigkeit, der Branchenzugehoerigkeit und des Unternehmensstandorts.- 5.4.2.2 Organisatorische Umstrukturierungsereignisse.- 5.5 Zusammenfassung.- 6 Die Gewerbeanzeigenstatistik.- 6.1 Einfuhrung.- 6.2 Erhebungsverfahren der Gewerbeanzeigen.- 6.3 Meldepflicht und Merkmalskatalog zur Gewerbeanzeige.- 6.4 Aufbereitung der Gewerbeanzeigen.- 6.5 Datenqualitat und die Identifikation von Betriebsgrundungen und -Schliessungen.- 6.6 UEberprufung der Datenqualitat am Fallbeispiel der Stadt Regensburg.- 6.7 Verfugbarkeit der Gewerbeanzeigen und der Gewerbeanzeigenstatistik.- 6.8 Fazit.- 7 Die Umsatzsteuerstatistik.- 7.1 Einleitung.- 7.2 Das Umsatzsteuer-Voranmeldungs- und -Vorauszahlungsverfahren.- 7.2.1 Grundgesamtheit.- 7.2.2 In der Umsatzsteuerstatistik enthaltene Informationen.- 7.2.3 Unternehmensregister.- 7.3 Grundungen und Aufloesungen au

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.

Connect to core World Geography content with an accessible, student-friendly text built on the principles of Understanding by Design.

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.

Can transportation problems be fixed by the right neighborhood design? The tremendous popularity of the 'new urbanism' and 'livable communities' initiatives suggests that many persons think so. As a systematic assessment of attempts to solve transportation problems through urban design, this book asks and answers three questions: Can such efforts work? Will they be put into practice? Are they a good idea?

A world-class introduction to the historical and continuing impact of classical theory on sociological debate The latest edition of Classical Sociological Theory offers students a definitive guide to the theoretical foundations of sociology and the continuing impact of the ideas explored by early theorists, including Marx, Durkheim, Weber, Mead, Simmel, Freud, Du Bois, Adorno, Marcuse, Parsons, and Merton. The prestigious editors have integrated several readings on the most influential theories arising out of the Enlightenment era and the work of de Tocqueville. Readers are introduced to seminal works in classical sociological theory by way of editorial introductions that lend historical and intellectual perspective to the included readings. The readings themselves have been selected based on their combinations of theoretical sophistication and accessibility. From analyses of self and society to examinations of critical theory and structural-functional analysis, Classical Sociological Theory remains the gold standard in classical theory readers. The Fourth Edition of this widely taught book includes: Selections that trace the history of classical sociological theory, from its undisciplined roots to its modern influence on contemporary sociological debate Readings describing the "pre-history" of sociology, including ideas from the Enlightenment and de Tocqueville Editorial introductions that place selected works firmly in their intellectual, philosophical, and historical contexts for the benefit of the student A distinguished and scholarly team of editors with a wide and deep range of expertise Perfect for undergraduate and graduate students of social and sociological theory, Classical Sociological Theory is also a thought-provoking resource ideal for use in courses taught in human geography, anthropology, criminology, and urban studies programs.

A stunning panoramic exploration of some of planet Earth's greatest natural wonders.

This stunning book gives you the big picture on some of the most amazing sights and events on, above and below planet Earth. Discover the epic journeys that animals make to feed and rear their young, explore the breathtaking variety of Earth's natural habitats and the wildlife that inhabits them and dive to the very depths of the vast oceans in this breathtaking celebration of our beautiful world.

Ideal for readers aged 9 and up.

Contents include Big diverse planet, Tropical rainforest, Desert, Temperate rainforest, Mountains, Scrubland, Rivers and lakes, Tropical grassland, The tundra, The Arctic, Big planet journeys, Wildebeest, Humpback whales, Monarch butterflies, Caribou, Salmon, Arctic terns, Christmas Island crabs, Army ants Emperor penguins, Big blue planet, River mouths, Between the tides, Mangroves, Seagrass meadows, Coral reefs, Open ocean, Ocean deep, Southern Ocean.

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.

An annual collection of studies of individuals who have made major contributions to the development of geography and geographical thought. Subjects are drawn from all periods and from all parts of the world, and include famous names as well as those less well known: explorers, independent thinkers and scholars. Each paper describes the geographer's education, life and work and discusses their influence and spread of academic ideas. Each study includes a select bibliography and brief chronology. The work includes a general index and a cumulative index of geographers listed in volumes published to date.