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
BrowseLearn moreContribute

Concepts

Concepts formalize the abstract ideas of data science.
Sample concept
Name
write tabular file (write-tabular-file)
Kind
function
Description
write tabular data to file

Annotations

Annotations translate data science code into concepts
Sample annotation
Name
Least-squares in statsmodels (python/statsmodels/ols)
Kind
type
Language
python Python
Package
statsmodels
Description
Ordinary least-squares (OLS) linear regression in statsmodels (with results statsmodels.regression.linear_model.OLSResults)