Пространственный анализ в социальных науках from Coursera

Пространственный анализ — направление в современной географической науке, соединяющее компьютерное моделирование в геоинформационных системах (ГИС) с математической статистикой. В курсе методы пространственного анализа раскрываются на примере исследовательских задач социально-гуманитарных дисциплин. Для этого используются пакеты QGIS и GeoDa, а также язык программирования R. Данное сочетание позволяет вывести политическую и социально-экономическую географию на новый аналитический уровень обобщений. Курс разработан таким образом, что позволяет освоить техники пространственного анализа исследователям без специальных навыков работы с картографическими программами и статистическими методами. Курс разработан в МГИМО МИД России и будет интересен в первую очередь специалистам в области общественной географии, но также и широкому кругу исследователей и аналитиков, интересующихся пространственными закономерностями в социально-гуманитарных дисциплинах, в том числе политологии, международных отношениях, социологии и экономике.

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Supports research in sociology, international relations, and economics

Emphasizes analytical skills in political science

Offers practical applications through QGIS, GeoDa, and R

No specific background knowledge is required

Designed specifically for social scientists

Combines GIS and statistics for advanced spatial analysis

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 Пространственный анализ в социальных науках with these activities:

Review previous coursework for earlier courses in GIS or statistics

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Reviews the basic concepts in earlier coursework, helping you prepare for more advanced topics that are covered later in this course.

Browse courses on R Programming

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Gather materials from previous courses
Work through old assignments
Practice using the GIS and statistics software

Participate in study groups or online forums to discuss course material

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Encourages collaboration and knowledge sharing with peers, allowing you to clarify concepts, ask questions and provide support to each other.

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Join study groups or connect with classmates
Prepare questions and discussion points
Actively participate in discussions

Follow tutorials on spatial analysis techniques and methods

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Provides a deeper dive into the skills you are learning, enhancing your understanding of spatial analysis methods and techniques.

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Identify relevant tutorials
Follow the instructions carefully
Experiment with the techniques and methods

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Practice QGIS and GeoDa tutorials

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Reinforce your understanding of QGIS and GeoDa by completing tutorials and exercises.

Browse courses on QGIS

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Find online tutorials for QGIS and GeoDa.
Follow the tutorials and complete the exercises.
Apply the skills you learn to your own research projects.

Develop a research project that applies the spatial analysis techniques learned in this course

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Provides a comprehensive and challenging opportunity to apply the skills and knowledge gained in the course to a real-world problem or research question.

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Define the research question or problem
Gather and prepare data
Apply spatial analysis techniques
Analyze results and draw conclusions
Communicate findings

Create a spatial data visualization

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Develop your analytical and communication skills by creating a visual representation of spatial data.

Browse courses on Spatial Data Visualization

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Choose a dataset and a research question.
Use QGIS or another GIS software to create a map or chart.
Interpret the results and draw conclusions.
Communicate your findings in a written report or presentation.

Career center

Learners who complete Пространственный анализ в социальных науках will develop knowledge and skills that may be useful to these careers:

Spatial Data Scientist

A Spatial Data Scientist uses big data and spatial analysis techniques to solve problems in business and industry. This course may be useful for Spatial Data Scientists who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to develop new products and services and improve decision-making.

See salaries and explore the career path for Spatial Data Scientist

GIS Analyst

A GIS Analyst uses geographic information systems (GIS) to create and analyze maps. This course may be useful for GIS Analysts who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to create more accurate and informative maps.

See salaries and explore the career path for GIS Analyst

Geographer

A Geographer studies the physical and human geography of the Earth. This course may be useful for Geographers who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze geographic data and identify patterns.

See salaries and explore the career path for Geographer

Remote Sensing Analyst

A Remote Sensing Analyst uses satellite imagery and other data to study the Earth's surface. This course may be useful for Remote Sensing Analysts who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze remote sensing data and identify patterns.

See salaries and explore the career path for Remote Sensing Analyst

Urban Planner

An Urban Planner develops plans for the development of cities and towns. This course may be useful for Urban Planners who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze data about cities and towns and develop plans for their future development.

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Transportation Planner

A Transportation Planner develops plans to improve the transportation system. This course may be useful for Transportation Planners who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze transportation data and identify ways to improve the system.

See salaries and explore the career path for Transportation Planner

Demographer

A Demographer studies population trends and patterns. This course may be useful for Demographers who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze population data and identify trends.

See salaries and explore the career path for Demographer

Public Health Analyst

A Public Health Analyst studies the health of the population and develops programs to improve health. This course may be useful for Public Health Analysts who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to identify health risks and develop public health programs.

See salaries and explore the career path for Public Health Analyst

Political Scientist

A Political Scientist studies the theory and practice of government and politics. This course may be useful for Political Scientists who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze political data and identify trends.

See salaries and explore the career path for Political Scientist

Epidemiologist

An Epidemiologist studies the causes and spread of disease. This course may be useful for Epidemiologists who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to track the spread of disease and identify risk factors.

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Market Researcher

A Market Researcher studies the market for a product or service. This course may be useful for Market Researchers who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to identify target markets and develop marketing strategies.

See salaries and explore the career path for Market Researcher

Economist

An Economist studies the production, distribution, and consumption of goods and services. This course may be useful for Economists who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to analyze economic data and identify trends.

See salaries and explore the career path for Economist

Survey Researcher

A Survey Researcher designs and conducts surveys to collect data about the population. This course may be useful for Survey Researchers who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to design more effective surveys and analyze survey data.

See salaries and explore the career path for Survey Researcher

Cartographer

A Cartographer creates maps to help people visualize data. This course may be useful for Cartographers who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to create more accurate and informative maps.

See salaries and explore the career path for Cartographer

Operations Research Analyst

An Operations Research Analyst uses mathematical and analytical techniques to solve problems in business and industry. This course may be useful for Operations Research Analysts who want to learn more about spatial analysis techniques. The course covers topics such as геоинформационные системы (ГИС), mathematical statistics, and the programming language R. These skills can be used to improve efficiency and productivity.

See salaries and explore the career path for Operations Research Analyst

Пространственный анализ в социальных науках

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