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).
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data visualization
