GPT Spreadsheets Visualization is a tool that utilizes large language models (such as ChatGPT) to automatically explore data, generate visualizations, and infographic tables. It can be used with any programming language and visualization library, such as matplotlib, seaborn, altair, d3, and works with multiple large language model providers (ChatGPT, PaLM, Cohere, Huggingface, etc.). It encompasses four modules: Summarizer Generator, Objective Explorer, Visualization Generator, and Infographic Table Generator. GPT Spreadsheets Visualization leverages the cutting-edge language modeling and code writing capabilities of large language models to achieve core data visualization functionalities such as data summarization, objective generation, visualization generation, infographic table generation, manipulation of existing visualizations, visualization interpretation, automated repair, and recommendations.