<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/1ec1b8fbaa0e4ae0ab99b728b8b05fdb&quot; frameborder=&quot;0&quot; width=&quot;1728&quot; height=&quot;1296&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1296</height><width>1728</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1296</thumbnail_height><thumbnail_width>1728</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/1ec1b8fbaa0e4ae0ab99b728b8b05fdb-00001.gif</thumbnail_url><duration>289.36666666666673</duration><title>The SmartDataframe on PandasAI 📊</title><description>👉 Notebook: https://colab.research.google.com/drive/1ZnO-njhL7TBOYPZaqvMvGtsjckZKrv2E?authuser=1


In this video, I will explain how PandasAI works and the mechanisms behind it. PandasAI is a library that makes data analysis conversational and is built on top of pandas and polars. I will guide you through the installation process and show you how to import a smart data frame from PandasAI. A smart data frame is a wrapper around pandas or polars data frame and allows for more conversational data analysis. I will demonstrate how to filter and query data using the chat method, and provide examples of analyzing GDP and happiness data. Join me in exploring the power of PandasAI!</description></oembed>