Desbordante is a high-performance data profiler oriented towards exploratory data analysis. Unlike many other profilers, our focus is on uncovering complex patterns hidden in data such as functional (both exact and approximate) dependencies, conditional dependencies, association rules and many others. Desbordante also offers data cleaning scenarios based on combinations of these formalisms. For now, we have implemented a typo detection pipeline using approximate and exact dependencies.
For interested readers we have also prepared an introductory article describing what is it all about: https://medium.com/@chernishev/exploratory-data-analysis-wit...
Desbordante is an open-source project, and we welcome contributions: https://github.com/Mstrutov/Desbordante/