Auditable, Repeatable and Literate Data Analysis Using R ... · Lorem ipsum dolor sit amet,...

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Auditable, Repeatable and Literate Data Analysis Using R, LaTex, Make and Git Matthew Russell

Transcript of Auditable, Repeatable and Literate Data Analysis Using R ... · Lorem ipsum dolor sit amet,...

Auditable, Repeatable and Literate Data AnalysisUsing

R, LaTex, Make and Git

Matthew Russell

Problematic Data Analysis Workflow

What’s the worst that could happen?

Version control

Auditable, Repeatable, Literate Workflow

Latex 1

Latex 2

knitr

Knitr syntax

Plots and figures from code

Gnu Make Example

Version Control

Version control

Auditable, Repeatable, Literate Workflow