At the Strata conference today the Stanford Visualization Group debuted a visual tool for cleaning up data called DataWrangler. DataWrangler transforms messy data into tables analysis tools expect. Data can be exported as CSV, TSV, or JSON data. DataWrangler outputs can be fed into the group’s visualization tool Protovis, or tools like Excel, R, and Tableau.