I'm trying to convert edge list which is in the following format
data = [('a', 'developer'),
('b', 'tester'),
('b', 'developer'),
('c','developer'),
('c', 'architect')]
where the adjacency matrix will be in the form of
developer tester architect
a 1 0 0
b 1 1 0
c 1 0 1
I want to store the matrix in the following format
1 0 0
1 1 0
1 0 1
Any help is highly appreciated
This can be done easily with networkx :
from operator import itemgetter
import networkx as nx
from networkx.algorithms.bipartite import biadjacency_matrix
def to_adjacency_matrix(data):
g = nx.DiGraph()
g.add_edges_from(data)
partition_1 = set(map(itemgetter(0), data))
return biadjacency_matrix(g, partition_1).toarray()
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