GPT Spreadsheets Visualization

GPT Spreadsheets Visualization is a tool for generating data visualizations and data-faithful infographics. It works with any programming language and visualization libraries (e.g., matplotlib, seaborn, altair, d3, etc.) and supports multiple large language model providers (ChatGPT, PaLM, Cohere, Huggingface). It comprises four modules: a SUMMARIZER, a GOAL EXPLORER, a VISGENERATOR, and an INFOGRAPHER. It leverages the language modeling and code writing capabilities of state-of-the-art LLMs to enable core automated visualization capabilities, including data summarization, goal exploration, visualization generation, and infographics generation, as well as operations on existing visualizations (visualization explanation, self-evaluation, automatic repair, recommendation).

GPT Spreadsheets Visualization automates data summarization, goal exploration, visualization generation, and infographic creation. It can be used to create visualizations in various programming languages and libraries. The tool also supports operations on existing visualizations, such as explanation, evaluation, repair, and recommendation.