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