{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/1ec1b8fbaa0e4ae0ab99b728b8b05fdb\" frameborder=\"0\" width=\"1728\" height=\"1296\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1296,"width":1728,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1296,"thumbnail_width":1728,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/1ec1b8fbaa0e4ae0ab99b728b8b05fdb-00001.gif","duration":289.36666666666673,"title":"The SmartDataframe on PandasAI 📊","description":"👉 Notebook: https://colab.research.google.com/drive/1ZnO-njhL7TBOYPZaqvMvGtsjckZKrv2E?authuser=1\n\n\nIn 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!"}