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nx.betweenness_centrality(df)
nx.degree_centrality(df)
nx.closeness_centrality(df)
pr = nx.pagerank(df, alpha=0.9)
pr
shortest_path_distance = nx.dijkstra_path(df, source='AMA', target='PBI', weight='Distance')
shortest_path_distance
path1= dict(nx.all_pairs_bellman_ford_path(df, weight='Distance'))
path1
from networkx.algorithms import tree
minspantree = tree.minimum_spanning_edges(df, algorithm='prim', data=False)
elist = list(minspantree)
sorted(sorted(e) for e in elist)
from networkx.algorithms import tree
minspantree = tree.minimum_spanning_edges(df, algorithm='kruskal', data=False)
elist = list(minspantree)
sorted(sorted(e) for e in elist)
list(nx.dfs_edges(df, source='ABQ'))
list(nx.bfs_edges(df, 'ABQ'))