GPT Spreadsheets Visualization - Chrome Extension

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).

Key Features of GPT Spreadsheets Visualization - Chrome Extension

• Data Summarization
• Goal Generation
• Visualization Generation
• Visualization Editing
• Visualization Explanation
• Visualization Evaluation and Repair
• Visualization Recommendation
• Infographic Generation
• Grammar-Agnostic Visualizations
• Automated Data Exploration

Use Cases for GPT Spreadsheets Visualization - Chrome Extension

• Summarizing large datasets into compact natural language representations.
• Generating meaningful visualization goals based on a dataset.
• Creating visualizations in various programming languages and libraries.
• Converting data into stylized infographics.
• Explaining existing visualizations.
• Self-evaluating and automatically repairing visualizations.
• Recommending visualizations based on data.
• Automated Data Exploration for unfamiliar datasets.