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GPT Spreadsheets Visualization is a tool for generating data visualizations and data-faithful infographics. It work with any programming language and visualization libraries e.g. matplotlib, seaborn, altair, d3 etc and works with multiple large language model providers (ChatGPT, PaLM, Cohere, Huggingface).
It comprises of 4 modules - A SUMMARIZER that converts data into a rich but compact natural language summary, a GOAL EXPLORER that enumerates visualization goals given the data, a VISGENERATOR that generates, refines, executes and filters visualization code and an INFOGRAPHER module that yields data-faithful stylized graphics using IGMs.
GPT Spreadsheets Visualization leverages the language modeling and code writing capabilities of state-of-the-art LLMs in enabling core automated visualization capabilities (data summarization, goal exploration, visualization generation, infographics generation) as well as operations on existing visualizations (visualization explanation, self-evaluation, automatic repair, recommendation).
Data Summarization Goal Generation Visualization Generation Visualization Editing Visualization Explanation Visualization Evaluation and Repair Visualization Recommendation Infographic Generation
Data Summarization Datasets can be massive. GPT Spreadsheets Visualization summarizes data into a compact but information dense natural language representation used as grounding context for all subsequent operations.
Automated Data Exploration Unfamiliar with a dataset? GPT Spreadsheets Visualization provides a fully automated mode that generates meaningful visualization goals based on the dataset.
Grammar-Agnostic Visualizations Want visualizations created in python in Altair, Matplotlib, Seaborn etc? How about R, C++ ? GPT Spreadsheets Visualization is grammar agnostic i.e., can generate visualizations in any grammar represented as code.
Infographics Generation Convert data into rich, embellished, engaging stylized infographics using image generation models. Think data stories, personalization (brand, style, marketing etc.)
➤ Privacy Policy
By design, your data stays at all times on your Google account, never saved in our database. Your data aren’t shared with anyone, including the add-on owner. We complies with privacy laws (especially GDPR & California Privacy Act) to protect your data.
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