Abstract: In this paper, an attempt is made to study the quality of ground water which is used for domestic and agricultural purpose. The study is restricted to the areas in Medak District, Telangana state, with 50 ground water samples taken from bore wells belongs to North Latitude 17045' to 17050' and East Longitude 17050' and 77030' and 77040' with an area of 167 sq. kms. A detailed statistical analysis is carried out to study the elements in the ground water based on the sample to measure the quality of water with respect to the components they contains, Na, K, Ca, Mg, F, Cl, Fe, Co, Cu, Zn, Ni, As, Li, B, Al, V, Be, Se, Rb, Sr, Mo, Ag, Cd, Sb, Ba, Pb are examined. The significant level of each component is studied with respect to its standard values in the normal water. A detailed statistical analysis is carried out using some univariate and multivariate statistical techniques and drawn conclusions.