400x times faster Pandas Data Frame Iteration

Avoid using iterrows() function

Image by Michal Jarmoluk from Pixabay

Data processing is and data wrangling is important components of a data science model development pipeline. A data scientist spends 80% of their time preparing the dataset to make it fit for modeling. Sometimes performing data wrangling and explorations for a large-sized dataset becomes a tedious task, and one is only left to either…