 Up the Data Cleaning Process
## Module 4: Time to clean!
### Claus Thorn Ekstrøm and Anne Helby Petersen<br>UCPH Biostatistics
### CSP, Portland, OR, Feb. 15th, 2018<br>.footnotesize[<a href="https://ekstroem.github.io/dataMaid/CSP2018/index.html">Slides/homepage</a>]

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#Summarizing the errors

* What did we find so far?
* What didn't we find?


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#Data cleaning


.center[
&lt;img src="pics/datacleaning.jpg" width="60%" /&gt;
]

Not the best term ... and should not be unsupervised


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#Dat