This repository is a collection of code snippets for working with formal contexts. Not only methods for reading, displaying, manipulating and saving formal contexts are provided, but also a novel technique of topic aggregation via formal concept analysis (FCA) is introduced.

This repository implements a pipeline to store various data of files from a large unstructured dataset. These fields are used for topic modeling (wordclouds, based on low-dimensional versions of embedding vectors, Named Entity Clustering and document-topic incidences). The information is aggregated and visualised using FCA.