A novel data clustering algorithm based on gravity center methodology.

•A novel clustering algorithm proposed based on gravity center.•Uses connectivity and cohesion principles to find the center for every cluster.•Require no parameters but two coefficients to provide the flexibility.•22 experiments were conducted in which 14 synthetic and 8 real healthcare datasets.•Better clustering quality than other hard partitional clustering algorithms.