Counting types of edges
In this exercise, you will count the number of each edge type using the edgeType column in the edgeList dataframe.
In the edgeList$edgeType column, there are three different values:
- 0 for edges that connect two non-churn nodes.
- 1 for edges that connect a non-churn and a churn node. These are called mixed or cross-label edges.
- 2 for edges that connect two churn nodes.
This exercise is part of the course
Predictive Analytics using Networked Data in R
Exercise instructions
- Count the number of churn edges by conditioning on
edgeList$edgeType. Assign the value toChurnEdges. - Count the number of non-churn edges by conditioning on
edgeList$edgeType. Assign the value toNonChurnEdges. - Count the number of mixed edges by conditioning on
edgeList$edgeType. Assign the value toMixedEdges. - Count the total number of edges and assign the value to
edges.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Count churn edges
ChurnEdges <- sum(edgeList$edgeType == ___)
# Count non-churn edges
NonChurnEdges <- sum(___ == ___)
# Count mixed edges
MixedEdges <- ___
# Count all edges
___ <- ChurnEdges + NonChurnEdges + MixedEdges
#Print the number of edges
edges