Recently, Graph Neural Network (GNN) has gained increasing popularity in various domains, including social network, knowledge graph, recommender system, and even life science. The power of GNN in modelling the dependencies between nodes in a graph enables the breakthrough in the research area related to graph analysis. We are using GNN in the Software effort estimation.