This paper proposes a novel visualization and analytics tool, which is capable of searching for hidden relationships and patterns within large multi-dimensional data. The goal of the presented tool is to represent the data in novel ways, understandable and useful to the data owner, with new visual and statistical analytics. Various statistics are offered to the user in order to search for linear and nonlinear correlations between multiple variables. Using a simple dataset, we confirmed the suitability of the proposed tool for revealing new relationships and patterns in the used multi-dimensional data.