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A thesis work to prioritize the nodes based on data driven weighted hybrid scores calculated from Degree Centrality, Betweenness Centrality, Closeness Centrality, Eigenvector Centrality and K-Shell Decomposition scores to mitigate misinformation spreading in social networks.