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Einstieg in die Raeumliche Datenanalyse mit GeoDa

Nadine Rodriguez

Am Ende dieses Projekts wirst du mit ein paar Grundlagen der räumlichen Datenanalyse in GeoDa vertraut sein. Zum Beispiel wirst du lernen, wo du die Software und kostenlose Datensätze finden kannst. Außerdem erhältst du eine Einführung in die Software und lernst, wie man mehrere Daten-Layer in eine Karte einfügt. Die räumliche Datenanalyse hat über die letzten Jahrzehnte stets an Bedeutung zugenommen. Die Anfänge sind oft auf John Snow’s Karten, welche die Cholera Epidemie im 18. Jahrhundert veranschaulichen, zurückzuführen. Heutzutage wird die räumliche Datenanalyse in vielen verschiedenen Aufgabenfeldern verwendet, wie zum Beispiel für die Planung von Städten und Infrastruktur, um Verbrechen zu visualisieren und für das Notfallmanagement. In 2003 haben Dr. Luc Anselin und sein Team an der University of Chicago GeoDa entwickelt, um eine kostenlose Software zur Verfügung zu stellen, die hilft die altmodischen Stecknadelkarten zu digitalisieren.

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What's inside

Syllabus

Projekt-Überblick

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Studiengang in Geomatik und Geographie, Geoinformatik, Geodäsie und Kartographie oder ähnlichen Disziplinen

Personen, die räumliche Datenanalyse in GeoDa erlernen möchten

Personen, die Kenntnisse in Geostatistiken und räumlicher Statistik erwerben möchten

Personen, die mit GIS-Software und räumlicher Datenanalyse vertraut sind

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Einstieg in die Raeumliche Datenanalyse mit GeoDa with these activities:

Überblick: Wo findet man GeoDa und kostenlose Datensätze?

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Diese Aktivität wird dabei helfen, die Software und kostenlose Datensätze für GeoDa zu finden und zu laden, was eine solide Grundlage für die Arbeit mit räumlichen Daten in GeoDa schafft.

Browse courses on GeoDa

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Besuche die offizielle GeoDa-Website und lade die für dein Betriebssystem geeignete Version herunter.
Suche nach kostenlosen Geodatenquellen online. Einige empfohlene Websites sind die US-amerikanische Volkszählung und das National Center for Health Statistics.
Lade die Datensätze herunter, die du für deine Analysen verwenden möchtest, und speichere sie an einem leicht zugänglichen Ort auf deinem Computer.

Einführung in GeoDa: Eine geführte Tour durch die Software

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Diese Aktivität bietet eine praktische Einführung in die GeoDa-Software und ihre grundlegenden Funktionen. Sie hilft dabei, sich mit der Benutzeroberfläche vertraut zu machen und die ersten Schritte mit räumlichen Datenanalysen zu unternehmen.

Browse courses on GeoDa

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Öffne GeoDa und erkunde die Benutzeroberfläche. Mache dich mit den verschiedenen Menüs, Symbolleisten und Fenstern vertraut.
Importiere einen Datensatz in GeoDa und visualisiere die Daten auf einer Karte. Erkunde die verschiedenen Kartenoptionen und -einstellungen.
Füge zusätzliche Daten-Layer zur Karte hinzu und erkunde die verschiedenen Möglichkeiten, Daten zu überlagern und zu analysieren.

GeoDa-Kenntnisse auffrischen

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Die Auffrischung Ihrer GeoDa-Kenntnisse wird Ihnen helfen, die Konzepte und Methoden dieses Kurses besser zu verstehen.

Browse courses on GeoDa

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Überprüfen Sie die GeoDa-Dokumentation.
Arbeiten Sie einige einfache GeoData-Tutorials durch.

Three other activities

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Navigieren in GeoDa

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Diese geführten Tutorials helfen Ihnen, sich in GeoDa zurechtzufinden, was das Verständnis des Kursthemas erleichtert.

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Schauen Sie sich ein Tutorial-Video zur Einführung in GeoDa an.
Laden Sie die GeoDa-Software herunter und installieren Sie sie.
Öffnen Sie GeoDa und führen Sie das Beispieldaten-Tutorial durch.

Zusätzliche GeoDa-Tutorials

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Die Durchführung zusätzlicher GeoDa-Tutorials wird Ihre Fähigkeiten in der räumlichen Datenanalyse verbessern.

Browse courses on GeoDa

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Finden Sie Tutorials, die sich auf spezifische Themen konzentrieren, für die Sie mehr Übung benötigen.
Arbeiten Sie die Tutorials Schritt für Schritt durch.

Übungsaufgaben zur räumlichen Datenanalyse

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Das Durcharbeiten von Übungsaufgaben zur räumlichen Datenanalyse wird Ihre Problemlösungskompetenzen verbessern.

Browse courses on GeoDa

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Finden Sie Übungsaufgaben online oder in Lehrbüchern.
Lösen Sie die Übungsaufgaben самостоятельно.
Überprüfen Sie Ihre Antworten anhand der bereitgestellten Lösungen.

Career center

Learners who complete Einstieg in die Raeumliche Datenanalyse mit GeoDa will develop knowledge and skills that may be useful to these careers:

City Planner

Professionals in this field are responsible for devising plans and guiding the development of communities, cities, and regions. Geographic Information Systems (GIS) play a key role in city planning, allowing planners to analyze spatial data, visualize development scenarios, and make informed decisions. A course on spatial data analysis with GeoDa can provide city planners with valuable skills in data management, mapping, and statistical analysis, empowering them to make data-driven plans that optimize urban spaces.

See salaries and explore the career path for City Planner

Urban Designer

Urban designers shape the physical environment of cities and towns, creating livable and sustainable spaces. They rely on spatial data to understand urban patterns, identify development opportunities, and design public spaces, streetscapes, and buildings. A course on spatial data analysis with GeoDa can equip urban designers with the tools to analyze and visualize spatial data, helping them make informed design decisions and create vibrant and functional urban environments.

See salaries and explore the career path for Urban Designer

Geographer

Geographers study the Earth's physical and human characteristics, using spatial data to understand patterns and processes across landscapes. A course on spatial data analysis with GeoDa can provide geographers with a deeper understanding of spatial statistics, enabling them to analyze and interpret spatial data more effectively. This course can be particularly valuable for geographers specializing in human geography, who focus on the relationship between humans and their environment.

See salaries and explore the career path for Geographer

Environmental Scientist

Environmental scientists study the natural environment and its interactions with human activities. Spatial data is crucial in environmental science, as it allows scientists to analyze the distribution of environmental resources, assess environmental impacts, and develop conservation strategies. A course on spatial data analysis with GeoDa can provide environmental scientists with the skills to manage and analyze spatial data, enabling them to make informed decisions for environmental protection and sustainability.

See salaries and explore the career path for Environmental Scientist

Transportation Planner

Transportation planners develop and manage transportation systems, ensuring efficient and sustainable movement of people and goods. They use spatial data to analyze traffic patterns, plan new infrastructure, and assess the impact of transportation projects. A course on spatial data analysis with GeoDa can provide transportation planners with the tools to collect, analyze, and visualize spatial data, enabling them to make data-driven decisions for improved transportation systems.

See salaries and explore the career path for Transportation Planner

GIS Analyst

Professionals in this field use GIS software to analyze and visualize spatial data, providing insights for decision-making in various sectors. A course on spatial data analysis with GeoDa can help GIS analysts develop a strong foundation in spatial statistics, enabling them to analyze spatial patterns, identify trends, and develop predictive models. This course is particularly relevant for GIS analysts working in fields such as urban planning, environmental management, and public health.

See salaries and explore the career path for GIS Analyst

Data Scientist

Data scientists use data to solve business problems and gain insights. Spatial data is becoming increasingly important in data science, as it allows data scientists to analyze and visualize data with a spatial component. A course on spatial data analysis with GeoDa can provide data scientists with the skills to manage, analyze, and visualize spatial data, enabling them to develop more comprehensive and accurate data-driven solutions.

See salaries and explore the career path for Data Scientist

Statistician

Statisticians collect, analyze, and interpret data to provide insights for decision-making. Spatial statistics is a specialized field within statistics that focuses on the analysis of data with a spatial component. A course on spatial data analysis with GeoDa can provide statisticians with a strong foundation in spatial statistics, enabling them to analyze spatial patterns, identify trends, and develop predictive models.

See salaries and explore the career path for Statistician

Epidemiologist

Epidemiologists investigate the causes and distribution of diseases in populations. Spatial data is used in epidemiology to track the spread of diseases, identify risk factors, and develop prevention strategies. A course on spatial data analysis with GeoDa can provide epidemiologists with the skills to analyze and visualize spatial data, enabling them to conduct more effective disease surveillance and outbreak investigations.

See salaries and explore the career path for Epidemiologist

Public Health Analyst

Public health analysts use data to identify and address public health issues. Spatial data is increasingly used in public health to track disease outbreaks, monitor environmental hazards, and evaluate the effectiveness of public health interventions. A course on spatial data analysis with GeoDa can provide public health analysts with the skills to manage, analyze, and visualize spatial data, enabling them to make informed decisions for improving public health outcomes.

See salaries and explore the career path for Public Health Analyst

Market Researcher

Market researchers collect and analyze data to understand consumer behavior and market trends. Spatial data is becoming increasingly important in market research, as it allows researchers to analyze and visualize data with a geographic component. A course on spatial data analysis with GeoDa can provide market researchers with the skills to manage, analyze, and visualize spatial data, enabling them to develop more effective marketing strategies.

See salaries and explore the career path for Market Researcher

Crime Analyst

Crime analysts use data to identify and analyze crime patterns. Spatial data is crucial in crime analysis, as it allows analysts to map crime incidents, identify hot spots, and assess the effectiveness of crime prevention strategies. A course on spatial data analysis with GeoDa can provide crime analysts with the skills to analyze and visualize spatial data, enabling them to make informed decisions for reducing crime and improving public safety.

See salaries and explore the career path for Crime Analyst

Emergency Manager

Emergency managers plan for, respond to, and recover from emergencies and disasters. Spatial data is used in emergency management to assess risks, develop evacuation plans, and coordinate response efforts. A course on spatial data analysis with GeoDa can provide emergency managers with the skills to manage, analyze, and visualize spatial data, enabling them to make informed decisions for improving emergency preparedness and response.

See salaries and explore the career path for Emergency Manager

Cartographer

Cartographers create and design maps that communicate geographic information. Spatial data is essential for cartography, as it provides the data that is visualized on maps. A course on spatial data analysis with GeoDa can provide cartographers with a deeper understanding of spatial data, enabling them to create more accurate and informative maps.

See salaries and explore the career path for Cartographer

Surveyor

Surveyors measure and map land and other features of the Earth's surface. Spatial data is used in surveying to collect and manage data about land boundaries, elevations, and other physical features. A course on spatial data analysis with GeoDa can provide surveyors with the skills to analyze and visualize spatial data, enabling them to conduct more efficient and accurate surveys.

See salaries and explore the career path for Surveyor

Reading list

We've selected ten books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Einstieg in die Raeumliche Datenanalyse mit GeoDa.

An Introduction to Spatial Data Science with GeoDa

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Dieses Buch ist ein Begleittext zu GeoDa und bietet eine schrittweise Anleitung zur Verwendung der Software für räumliche Datenanalysen.

Einstieg in die Raeumliche Datenanalyse mit GeoDa

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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