datacleanr Workflow 1. Background Here we introduce datacleanr, a recently developed shiny app. It is a flexible and efficient tool for interactive data cleaning, and is inherently interoperable, as it seamlessly integrates into reproducible data analyses pipelines in R.
datacleanr Workflow 1. Background Here we introduce datacleanr, a recently developed app. It is a flexible and efficient tool for interactive data cleaning, and is inherently interoperable, as it seamlessly integrates into reproducible data analyses pipelines in R.
Ever more data is available to Earth System scientists - exploring, cleaning and curating it in a reproducible manner can be done efficiently and conveniently with interactive tools such as datacleanr. Learn how to use it for quantitative wood anatomy, as well as for environmental data in a guided tutorial.