OpenRefine is an application that allows one to clean, process and/or transform data via Graphical User Interface (GUI), which means that little programming is required.
TSV, CSV, Excel (.xls and .xlsx), JSON, XML, RDF as XML, and Google Data documents are all supported. Support for other formats can be added with OpenRefine extensions.