Summary: Data Mining is a common area to both statisticians and computer scientists. In this research work, we present some user-friendly data-mining tools. Among the data mining tools, we will analyze methods such as probability, regression, decision trees, clustering, etc. A comparison of some of these tools, in terms of features of interest such as speed, space requirement, and performance will also be presented.