About GPT Spreadsheets Visualization
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).
Top use cases
- 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.
Built for
Key features
- Data Summarization
- Goal Generation
- Visualization Generation
- Visualization Editing
- Visualization Explanation
- Visualization Evaluation and Repair
- Visualization Recommendation
- Infographic Generation
- Grammar-Agnostic Visualizations
- Automated Data Exploration
Pros & cons
Pros
- Supports multiple programming languages and visualization libraries.
- Leverages LLMs for automated visualization tasks.
- Offers a comprehensive suite of visualization capabilities.
- Privacy-focused: data stays on the user's Google account.
- Complies with privacy laws (GDPR & California Privacy Act).
Cons
- Reliance on LLM performance for accurate results.
- May require some familiarity with data visualization concepts.
- The complexity of the tool might be overwhelming for novice users.
Frequently asked questions
Where does my data stay when using GPT Spreadsheets Visualization?
By design, your data stays at all times on your Google account and is never saved in our database. Your data isn’t shared with anyone, including the add-on owner.
Does GPT Spreadsheets Visualization comply with privacy laws?
Yes, we comply with privacy laws (especially GDPR & California Privacy Act) to protect your data.
What are the core modules of GPT Spreadsheets Visualization?
The core modules are SUMMARIZER, GOAL EXPLORER, VISGENERATOR, and INFOGRAPHER.
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