<｜begin▁of▁sentence｜>### Instruction:
Given a graph with edge set [(0, 1), (0, 2), (1, 2), (1, 3), (3, 4)], can you use the eigenvector_centrality function to calculate the eigenvector centralities of the vertices and return the largest eigenvalue?
### Response:
from igraph import Graph

# Define the edges for the graph
g = Graph(edges=[(0, 1), (0, 2), (1, 2), (1, 3), (3, 4)])

# Calculate the eigenvector centralities of the vertices
directed = False
scale = True
weights = None
return_eigenvalue = True

# Perform the eigenvector centrality calculation
centralities, eigenvalue = g.eigenvector_centrality(directed=directed, scale=scale, weights=weights, return_eigenvalue=return_eigenvalue)

print('Eigenvector centralities:', centralities)
print('Largest eigenvalue:', eigenvalue)
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