Set Operations on Python DataFrames

We often perform join, union, difference, intersection, etc. operations between python DataFrames. Throughout my data science journey, Understanding the concepts of Set Theory has helped me perform these tasks efficiently. In this article, I would like to use the set theory to implement DataFrame operations.

Photo by Tyler Lastovich on UnsplashThe topic of discussion!1. Basics of ‘Set Theory’ and ‘Venn Diagrams.’
2. Set Operations on DataFrames
3. Conclusion

1. Basics of ‘Set Theory’ and ‘Venn Diagrams.’

We use …

dataframes data science operations programming python set set-theory