When we update our view of the world, it’s important to be able to migrate our old data, algorithms, and analysis tools into the new framework. When these tools are expressed in the language of C-sets, this migration can be automated in a verifiable way: Categorical data integration for computational science (furthermore, as stressed in the paper, these migration tools are of importance to scientists who wish to communicate and share data with lower risk of data misinterpretation).