Vizzy

Vizzy: Rapid Data Visualization with LLMs

Vizzy is a web-based tool that empowers users to quickly visualize data using the power of Large Language Models (LLMs). By connecting to OpenAI, Vizzy allows you to transform raw data into insightful visualizations with minimal effort.

What is Vizzy?

Vizzy is a user-friendly platform designed for anyone who needs to explore and understand data visually. It simplifies the data visualization process, making it accessible even to those without extensive data science experience.

How does Vizzy work?

Vizzy leverages LLMs to interpret your data and generate appropriate visualizations. Here's how it works:

1. Connect to OpenAI: Vizzy requires an OpenAI API key to function. You can obtain one at platform.openai.com/api-keys. Your API key is securely stored in your browser and not on Vizzy's servers.
2. Provide Your Data: Upload your data file to Vizzy. Alternatively, you can explore pre-existing public projects.
3. Visualize: Vizzy uses the LLM to analyze your data and create visualizations tailored to the dataset.

Key Features of Vizzy

• LLM-Powered Visualization: Utilizes the capabilities of Large Language Models for intelligent data interpretation and visualization.
• Public Project Gallery: Access and explore a variety of public data visualization projects.
• Easy Data Input: Upload your own data files or use readily available datasets.
• GitHub Integration: Contribute to Vizzy's development and improvement on GitHub.

Why is Vizzy important?

In today's data-driven world, the ability to quickly and effectively visualize data is crucial. Vizzy simplifies this process, allowing users to:

• Gain Insights: Uncover hidden patterns and trends in your data.
• Communicate Effectively: Present data in a clear and understandable format.
• Make Informed Decisions: Use data visualizations to support better decision-making.

Who is Vizzy for?

Vizzy is designed for a wide range of users, including:

• Data Analysts: Quickly explore and visualize data for analysis and reporting.
• Researchers: Visualize research data to identify key findings.
• Students: Learn about data visualization techniques and explore datasets.
• Anyone who needs to understand data: Vizzy makes data visualization accessible to everyone, regardless of their technical expertise.

Public Projects

Vizzy offers a selection of public projects to inspire and demonstrate its capabilities. Some examples include:

• Scripts from TV's "The Office": Contains lines and information from the 'The Office' TV show.
• Same-sex Marriage Legislation Over Time: Tracks changes in same-sex marriage legislation status across several years in various U.S. states.
• U.S. State Obesity Rates: Contains data on obesity rates, shape length and shape area for each U.S. state.
• Cause of Death News Coverage: This data represents the relative frequency of different causes of death, as reported by the CDC, as well as how often those causes of death are mentioned in various news sources.
• U.S. National Parks: Contains information about various national parks in the United States, including geographic, activities, contacts, and more.

How to use Vizzy

1. Obtain an OpenAI API key from platform.openai.com/api-keys.
2. Enter your API key into the provided field in Vizzy.
3. Upload your data file or select a public project.
4. Explore the generated visualizations.

Cost Considerations

Vizzy relies on the OpenAI API, so usage incurs charges. Typical usage is less than $1 per project, but it depends on the user behavior and is subject to bugs. It's highly recommended to set spending limits on your OpenAI account.

Contribute to Vizzy

Vizzy is an open-source project. You can contribute to its development by opening an issue or submitting a pull request on GitHub.

What is the best way to visualize your data?

The best way to visualize your data depends on the type of data you have and the insights you're trying to gain. Vizzy helps you explore different visualization options using LLMs to simplify the process. Try it out with various data sets and see what it has to offer. Check out the public project gallery to explore the kind of insights you can derive.