<｜begin▁of▁sentence｜>### Instruction:
Given a directed graph with 10 nodes and 20 edges, can you use the personalized_pagerank method of a selected vertex to calculate its personalized PageRank, assuming the personalization is strongly biased towards this specific vertex?
### Response:
from igraph import Graph

# Create a graph
g = Graph.Erdos_Renyi(n=10, m=20, directed=True)

# Select a vertex to compute personalized pagerank for
vertex_id = 3
vertex = g.vs[vertex_id]

# Assume that we have a reset vector where the personalization is towards vertex 3
reset_vector = [0 if i != vertex_id else 1 for i in range(g.vcount())]

# Compute the personalized pagerank
pagerank = vertex.personalized_pagerank(reset=reset_vector)

print(f'Personalized pagerank for vertex {vertex_id}: {pagerank}')
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