Formal concept analysis (FCA) is a mathematical theory that is typically used as a knowledge representation method. The approach starts with an input binary relation specifying a set of objects and attributes. finds the natural groupings (formal concepts) described in the data. and then organizes the concepts in a partial order structure or concept (Galois) lattice. https://www.jalyttlers.shop/product-category/flat-cap/