pandasAI

Introduction

With the rapid proliferation and progress of generative AI, it’s apt that we explore how it has been incorporated into the data science space. In particular, we’ll delve into pandasAI, a recently released Python library that integrates generative AI capabilities into pandas.

With the use of simple conversational text prompts, we can perform numerous data analyses, visualizations, and manipulations on our DataFrames in an interactive manner. It’s important to keep in mind that pandasAI isn’t designed to replace pandas, but is built to enhance and simplify its existing capabilities.

We’ll be working with a retail shop customer dataset for this lesson, as shown below.