Data Science Ontology

Welcome to the Data Science Ontology, with 153 data science concepts and 100 code annotations
The Data Science Ontology is a knowledge base about data science that aims to
  • catalog the concepts of data science
  • semantically annotate popular software packages for data science
  • power new AI assistants for data scientists

Concepts

Concepts formalize the abstract ideas of data science.
Sample concept
Name
evaluate formula for supervised model (evaluate-formula-supervised)
Kind
function
Description
evaluate formula defining supervised model on data

Annotations

Annotations translate data science code into concepts
Sample annotation
Name
write CSV file (r/utils/write-csv)
Kind
function
Language
r R
Package
utils
Description
write data frame to CSV file