## civic hacking meetup --- 22Jan2013 1830 --- *Baltimore* #opendata + + + + + --- [OpenRefine](http://openrefine.org/index.html)! --- Elliott Plack @talllguy --- *OpenRefine* is a tool originally developed by Google --- Stable version *2.5* is still branded Google Refine --- Get it at [openrefine.org](http://openrefine.org/index.html) --- *Why* use it? --- *#opendata* is messy! --- gov't data ![](http://upload.wikimedia.org/wikipedia/commons/1/19/Zenith_Z-19_Terminal.jpg) --- Exported from mainframe --- top *complaints* * ALL CAPS * combined columns --- * non-standard dates * funky lat/long --- fix *all* these things easily! --- what is OpenRefine? --- runs *locally* as server ![](https://dl.dropboxusercontent.com/u/2745459/GR-dock.png) --- all input in *browser* --- processing is *local* --- fast --- free --- programmable --- or GUI --- live demo --- start [here](https://data.baltimorecity.gov/Public-Safety/BPD-Arrests/3i3v-ibrt) --- questions?