Last year I was part of a bachelors group project at TU Eindhoven where the students developed a web application for labeling and thematically analyzing texts. The tool is now published at Journal of Open Source Software. The tool is called LaMa, short for Labelling Machine, is based on an existing tool called labeling machine which is a fork of a prior version. The paper can be found here and the code in Github.