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
medoids (k-medoids-medoids)
Kind
function
Description
medoids of clusters found by k-medoids clustering

Annotations

Annotations translate data science code into concepts
Sample annotation
Name
read data frame (python/pandas/read-table)
Kind
function
Language
python Python
Package
pandas
Description
read pandas data frame from CSV or TSV file (pandas.read_csv and pandas.read_table)