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Cómo trabajar con mapas en R

María Ignacia España

En este proyecto aprenderemos a trabajar con mapas en R junto a la plataforma RStudio

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What's inside

Syllabus

Project Overview

En este proyecto aprenderemos a trabajar con mapas en R, utilizaremos RStudio y aprenderemos a agregar capas de información a los mapas, además de marcadores y etiquetas.

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Es un recurso valioso para cualquier persona interesada en el análisis y la visualización espacial

Está diseñado para estudiantes nuevos en R y RStudio

El proyecto está guiado por María Ignacia España, una instructora experta en análisis y visualización espacial

El trabajo cubre los conceptos básicos de cartografía en R, como agregar capas de información, marcadores y etiquetas a los mapas

El proyecto proporciona experiencia práctica con RStudio, una plataforma de software popular para el análisis y la visualización de datos

Puede ser un buen punto de partida para los estudiantes que buscan desarrollar habilidades en cartografía con R

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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 Cómo trabajar con mapas en R with these activities:

Tutoriales de introducción a RStudio

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Familiarizarse con el entorno de programación y herramientas de RStudio, lo que facilitará la navegación y la comprensión de los conceptos

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Completar el tutorial interactivo de RStudio
Ver videos tutoriales sobre la interfaz y funciones de RStudio

Leer el libro 'Cartas de Desenlace'

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Introducción al manejo de mapas en R.

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Obtener una copia del libro.
Leer el libro y tomar notas.
Completar los ejercicios al final de cada capítulo.
Crear una presentación que resuma los puntos principales del libro.

Seguir tutoriales guiados sobre cartografía en R

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Proporciona más práctica e información sobre los conceptos de cartografía en R.

Browse courses on RStudio

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Encontrar tutoriales guiados en línea.
Seguir los tutoriales y completar los ejercicios.
Aplicar los conocimientos adquiridos en los proyectos del curso.

Nine other activities

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Participar en sesiones de práctica entre pares

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Mejora la comprensión de los conceptos a través de la colaboración con los compañeros.

Browse courses on RStudio

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Formar un grupo de estudio con compañeros.
Reunirse regularmente para discutir los conceptos.
Trabajar juntos en ejercicios y proyectos.

Ejercicios prácticos con mapas en R

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Reforzar las habilidades prácticas para crear y manipular mapas con R, mejorando la comprensión y la retención

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Resolver ejercicios guiados de creación de mapas con diferentes tipos de datos
Practicar la adición de capas de información, marcadores y etiquetas

Completar ejercicios de práctica

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Refuerza los conceptos de cartografía en R aprendidos en clase.

Browse courses on RStudio

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Descargar los ejercicios de práctica.
Completar los ejercicios.
Revisar los ejercicios con la clave de respuestas.

Crear un mapa de un conjunto de datos

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Demuestra la comprensión de los conceptos de cartografía en R mediante la creación de un mapa.

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Seleccionar un conjunto de datos para mapear.
Preparar los datos para el mapeo.
Crear el mapa usando R.
Analizar y interpretar el mapa.
Presentar el mapa y los hallazgos.

Mapa interactivo personalizado

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Aplicar los conocimientos adquiridos para crear un mapa interactivo único, lo que fomenta la creatividad, la exploración de datos y la comprensión de los conceptos

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Seleccionar un conjunto de datos y diseñar un mapa personalizado
Crear el mapa con RStudio, agregando capas, marcadores y etiquetas
Hacer que el mapa sea interactivo usando bibliotecas de gráficos avanzadas

Iniciar un proyecto personal de cartografía

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Amplía los conocimientos y habilidades en cartografía en R a través de la aplicación práctica.

Browse courses on RStudio

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Identificar un problema o pregunta de investigación que se pueda abordar mediante la cartografía.
Recopilar y preparar los datos necesarios.
Crear y analizar los mapas.
Presentar los hallazgos y discutir las implicaciones.

Buscar mentores en el campo de la cartografía

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Obtén orientación y apoyo de profesionales experimentados en cartografía.

Browse courses on RStudio

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Identificar mentores potenciales en el campo de la cartografía.
Contactar a los mentores y solicitar su orientación.
Reunirse con los mentores regularmente para discutir objetivos y obtener retroalimentación.

Contribuir a proyectos de cartografía de código abierto

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Amplía los conocimientos y habilidades en cartografía a través de la contribución a proyectos de código abierto.

Browse courses on RStudio

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Identificar proyectos de cartografía de código abierto.
Contribuir al proyecto con código, documentación o informes de errores.
Colaborar con otros contribuyentes en el proyecto.

Aplicar conocimientos en un proyecto de mapeo

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Poner en práctica las habilidades en un entorno del mundo real, lo que mejora la experiencia práctica y la comprensión de las aplicaciones prácticas

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Identificar organizaciones que trabajan con mapeo y análisis espacial
Contactar con ellas y ofrecerse como voluntario para ayudar en proyectos

Career center

Learners who complete Cómo trabajar con mapas en R will develop knowledge and skills that may be useful to these careers:

Geospatial Analyst

Geospatial Analysts use their knowledge of geography and data analysis to solve problems and make decisions. They use specialized software to create maps and other visualizations that help people understand the world around them. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Geospatial Analysts. You will learn how to create and manipulate maps, add layers of information, and create markers and labels. This knowledge will be invaluable as you pursue a career in Geospatial Analysis.

See salaries and explore the career path for Geospatial Analyst

GIS Analyst

GIS Analysts use Geographic Information Systems (GIS) to create and analyze maps and other spatial data. They use GIS to solve problems and make decisions in a variety of fields, including environmental science, urban planning, and public health. This course can help you build a foundation in the use of R and RStudio, which are essential tools for GIS Analysts. You will learn how to create and manipulate maps, add layers of information, and create markers and labels. This knowledge will be invaluable as you pursue a career in GIS Analysis.

See salaries and explore the career path for GIS Analyst

Cartographer

Cartographers create maps and other visualizations that represent geographic data. They use a variety of software to create maps that are both accurate and visually appealing. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Cartographers. You will learn how to create and manipulate maps, add layers of information, and create markers and labels. This knowledge will be invaluable as you pursue a career in Cartography.

See salaries and explore the career path for Cartographer

Data Analyst

Data Analysts use data to solve problems and make decisions. They use a variety of statistical and data analysis techniques to extract insights from data. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Data Analysts. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Data Analysis.

See salaries and explore the career path for Data Analyst

Statistician

Statisticians use statistical methods to collect, analyze, and interpret data. They use their findings to make predictions and solve problems in a variety of fields, including science, business, and government. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Statisticians. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Statistics.

See salaries and explore the career path for Statistician

Urban Planner

Urban Planners use their knowledge of land use and planning to design and develop cities and towns. They use a variety of tools to create plans that are both sustainable and livable. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Urban Planners. You will learn how to create and manipulate maps, add layers of information, and create markers and labels. This knowledge will be invaluable as you pursue a career in Urban Planning.

See salaries and explore the career path for Urban Planner

Environmental Scientist

Environmental Scientists use their knowledge of the environment to solve problems and make decisions. They use a variety of scientific methods to study the environment and its impact on human health. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Environmental Scientists. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Environmental Science.

See salaries and explore the career path for Environmental Scientist

Science Teacher

Science Teachers use their knowledge of science to teach students about the world around them. They use a variety of methods to engage students and help them learn. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Science Teachers. You will learn how to create and manipulate maps, add layers of information, and create markers and labels. This knowledge will be invaluable as you pursue a career in Science Education.

See salaries and explore the career path for Science Teacher

Researcher

Researchers use scientific methods to study a variety of topics. They use their findings to make predictions and solve problems. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Researchers. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Research.

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Consultant

Consultants use their knowledge and expertise to help businesses and organizations solve problems and make decisions. They use a variety of methods to gather information and develop solutions. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Consultants. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Consulting.

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Policy Analyst

Policy Analysts use their knowledge of policy and data to make recommendations on how to improve the world. They use a variety of methods to gather information and develop solutions. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Policy Analysts. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Policy Analysis.

See salaries and explore the career path for Policy Analyst

Marketer

Marketers use their knowledge of marketing and data to develop and execute marketing campaigns. They use a variety of methods to reach target audiences and promote products and services. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Marketers. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Marketing.

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Journalist

Journalists use their knowledge of journalism and data to report on the news. They use a variety of methods to gather information and write articles that inform the public. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Journalists. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Journalism.

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Web Developer

Web Developers use their knowledge of web development and data to create and maintain websites. They use a variety of languages and tools to develop websites that are both functional and visually appealing. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Web Developers. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Web Development.

See salaries and explore the career path for Web Developer

Software Engineer

Software Engineers use their knowledge of software engineering and data to develop and maintain software applications. They use a variety of languages and tools to develop software that is both functional and reliable. This course can help you build a foundation in the use of R and RStudio, which are essential tools for Software Engineers. You will learn how to import, clean, and analyze data, as well as how to create visualizations that communicate your findings. This knowledge will be invaluable as you pursue a career in Software Engineering.

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Reading list

We've selected 15 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 Cómo trabajar con mapas en R.

Spatial Ecology and Conservation Modeling

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Este libro proporciona una introducción integral al análisis de datos espaciales con R, cubriendo temas como la importación, limpieza y análisis de datos espaciales, así como la visualización de resultados. Es un recurso valioso para cualquiera que desee aprender más sobre el análisis espacial con R, incluidos los participantes de este curso.

(English) Spatial Ecology and Conservation Modeling:...

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(English) Spatial Ecology and Conservation Modeling:...

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R Packages

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Este libro proporciona una introducción a temas avanzados en R. Cubre temas como el manejo de datos, la programación funcional y la computación paralela. Es un recurso valioso para cualquiera que desee aprender más sobre R.

Cómo trabajar con mapas en R

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What's inside

Syllabus

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Activities

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