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An introduction to data cleaning with R

Discussion PaperEdwin de JongeMark van der LooAn introduction to data cleaning with RThe views expressed in this paper are those of the author(s) and do not necesarily reflect the policies of Statistics Netherlands2013 | 13 PublisherStatistics NetherlandsHenri Faasdreef 312, 2492 JP The : Statistics Netherlands, GrafimediaDesign: EdenspiekermannInformationTelephone +31 88 570 70 70, fax +31 70 337 59 94 Via contact form: to +31 45 570 62 68 ISSN 1572-0314 Statistics Netherlands, The Hague/Heerlen 2013.

Formatted output type checking, normalizing fix and impute estimate, analyze, derive, etc. tabulate, plot cleaning Figure 1: Statistical analysis value chain Figure 1 shows an overview of a typical data analysis project. Each rectangle represents data in a certain state while each arrow represents the activities needed to get from one state to ...

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