This presentation aims to introduce the novel R package developed at the institute. The "nuggets" package is focused on searching for different types of patterns in tabular data. With computational efficiency in mind, the package provides general tools for extracting user-defined data patterns, which may be helpful in both research and applications. Firstly, some existing pattern types will be briefly described, and the ease of their extraction from data using the new package will be shown. In the second part, some results obtained from the application for the commercial project will be presented.