Embodiments include method, systems and computer program products for managing structuring of large sets of unstructured data. In some embodiments, a search query may be received from a user via a graphical user interface (GUI). The search query may be parsed to identify a data aspect and a first value. An aspect-value pair may be generated using the data aspect and the first value. A data asset may be generated by associating a type structure to the unstructured data comprising a second value, wherein the type structure comprises the data aspect and the second value. A set of search results may be generated using the first value, wherein the set of search results comprises at least one data asset that matches the first value. Presentation of the set of search results may be facilitated, where the set of search results corresponds to the search query and comprises the data aspect.