Articles

Getting started

dataprep: design philosophy and preprocessing methodology

dataprep: cleaning pipeline

Performance and behaviour

dataprep: performance and cross-engine consistency

dataprep: upgrading from 0.1.5 to 0.1.7

Reshaping

dataprep: fast reshaping with melt() and dcast()

Workflow and diagnostics

dataprep: a leakage-free preprocessing workflow

dataprep: descriptive statistics and diagnostic plots