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The main contribution of this paper lies in the algorithm to accurately reconstruct the community joint density given the perturbed multidimensional stream data information. Any statistical question about the community can be answered using the reconstructed joint density. There have been many efforts on the community distribution reconstruction. In this project, we are considering the information privacy which now-a-days has become one of the most important issues. We touch upon severaldoi:10.5120/1898-2529 fatcat:6xbfju2lenajddv5frvu7hdtka