Developing mid-level categories from the coded data

After developing mid-level categories from the coded data, these must be further analyzed to develop final thematic categories. How would you develop a handful of thematic findings from a collection of mid-level coding categories? How would you manage these mid-level categories of condensed data to facilitate the final phase of the analysis? Why did you choose this approach?