PlotGPT is an innovative tool designed to assist users in visualizing their data with ease. It’s a lightweight AI assistant that leverages the power of langchain and OpenAI to provide intuitive data analysis and visualization capabilities.
Users can simply provide PlotGPT with a pandas dataframe, and it will generate plots using libraries like matplotlib and seaborn. With the ability to remember previous prompts, PlotGPT supports iterative exploratory data analysis, allowing users to build upon previous plots.
By default, it returns the plotting code, which is recommended to be left on for sanity checks. While PlotGPT is not a complete replacement for data analysis, it serves as a powerful aid in the initial discovery phase, enabling users to create a series of exploratory visualizations before diving deeper into more nuanced analysis.
