Hi Huakai,
data = Import["~/file.txt", "Table"] edges = Thread[data[[All, 1]] -> data[[All, 2]]] weights = data[[All, 3]] g = Graph[edges, EdgeWeight -> weights, VertexLabels -> Automatic]
Thank you sir! This works great!