Visualizing static networks with R

ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Learn to preprocess raw data to create nodes and edges

Learn to create network data using the igraph package

Learn to visualize static networks with base R functions

Clock2 hours
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In daily life, our connections with family and friends form our social networks. Across the country, roads between different places form transportation networks. In research areas, collaborations among different researchers form research collaboration networks. Visible or invisible, networks exist in many aspects of our life. Being able to visualize networks will help us understand relationships embedded in complicated network information. In this project, learners will visualize various types of static networks of marvel heroes using the igraph package and base R plot functions. We can easily use static networks in reports and presentations. A good handle of this method will help learners, from both academia and industry, quickly express informative relationships and connections among different variables.

Habilidades que desarrollarás

  • text processing
  • Network Analysis
  • R Programming
  • igraph
  • Graph Drawing

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Task 1: Explain What a Network Is and Import Libraries

  2. Task 2: Read Raw Data and Calculate the Amount of Collaboration Among Marvel Heroes

  3. Task 3: Select a Weight Criterion Using a Histogram and Use the Criterion to Extract Edges From the Data Produced in Task 2

  4. Task 4: Text Processing, and Extract Nodes From the Edges Data Produced in Task 3

  5. Task 5: Create a Network Based on the Edges and Nodes Components Created in Task 4 and Calculate Its Communities

  6. Task 6: Assign Community Information to Edges and Nodes Data and Then Visualize a Network

  7. Task 7: Visualize Different Types of Static Networks

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

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