Creating an igraph object
Here you will learn how to create an igraph 'object' from data stored in an edgelist. The data are friendships in a group of students. You will also learn how to make a basic visualization of the network.
Each row of the friends dataframe represents an edge in the network.
This exercise is part of the course
Network Analysis in R
Exercise instructions
- Inspect the first few rows of the dataframe
friendsusing the functionhead(). - Create new object
friends.matfrom the dataframefriendsusingas.matrix(). - Convert variable to an igraph object
gusinggraph.edgelist(). - Make a basic plot of the network using
plot().
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Load igraph
library(igraph)
# Inspect the first few rows of the dataframe 'friends'
___(friends)
# Convert friends dataframe to a matrix
friends.mat <- ___(friends)
# Convert friends matrix to an igraph object
g <- graph.edgelist(___, directed = FALSE)
# Make a very basic plot of the network
___(g)