Links
PROSE is a Microsoft Open Source project for
Program Synthesis using Examples.
The core idea is that
artificial intelligence is used to produce a program that turn raw and unstructured data into a normalized and cleand data.
OpenRefine is an open source desktop/web-client application for data cleanup and transformation.