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The Open Coder
The Open Coder

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ChartGPT: Creating Stunning Visualizations with Text-based Input

Have you ever wished you could create beautiful charts in a matter of seconds with just a simple text description? If so, then ChartGPT is the tool for you. ChartGPT is an innovative open-source project that converts text-based inputs into stunning visualizations and helps simplify the boring task of charting for data analysts and non-technical stakeholders alike.

This cutting-edge tool relies on OpenAI's GPT language model, and with only a few lines of code, you can generate visually appealing and informative charts based on your data. Whether you're an experienced data analyst or only starting, ChartGPT can assist you in creating charts quickly and effortlessly.

How ChartGPT Works

ChartGPT's working principle is relatively simple yet extremely powerful. You can define the chart you want to create by describing it in plain English, and ChartGPT's GPT model will analyze your input and generate the chart type, layout, data, and styles according to your description automatically.

ChartGPT

In addition, ChartGPT is capable of creating a vast range of charts, such as line charts, bar charts, pie charts, and more, and also supports various forms of data input, including CSV files and database connections, making it ideal for various business applications.

Getting Started with ChartGPT

Using ChartGPT is as simple as pie. Follow the steps below to get started:

  1. Clone the ChartGPT repository:
   git clone https://github.com/whoiskatrin/chart-gpt.git
   cd chart-gpt
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  1. Copy the env.example file to a new file named .env and add your OpenAI API key:
   cp env.example .env
   OPENAI_API_KEY="your-api-key"
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  1. Install the dependencies and start the development server:
   npm install
   npm run dev
   # or
   yarn
   yarn dev
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  1. You're now ready to use ChartGPT, and the development server will start at http://localhost:3000.

Contributing to ChartGPT

As an open-source project, ChartGPT welcomes contributions from the community. Follow these steps to contribute to the project:

  1. Fork the ChartGPT repository.
  2. Clone your forked repository.
  3. Make your changes, commit them, and push them to your forked repository.
  4. Create a pull request on the ChartGPT repository.

Introducing VizGPT - A Chat-based Visualization Tool:

If you're interested in a visualization tool that uses a chat interface, you should check out VizGPT. VizGPT allows you to create and edit data visualizations through a natural language interface. It not only generates visualizations based on your input but also allows you to make changes and manipulate the visualizations via chat.

VizGPT: Create Charts with ChatGPT Prompts

What's more, VizGPT provides you with the power to build sophisticated visualizations through a step-by-step approach, making it an ideal tool for those new to data visualization and data transformations.

Some of the most noteworthy features of VizGPT include:

  • Automatic generation of visualizations through natural language input via Vega-Lite.
  • Editable visualizations through a chat context.
  • Step-by-step data exploration guided by chat interaction with visualizations.
  • Uploading of your CSV dataset to create customized visualizations.

VizGPT: Create Charts with ChatGPT Prompts

Wrapping Up - Give ChartGPT and VizGPT a Try!

Data visualization need no longer be a tedious process, thanks to ChartGPT and VizGPT. These powerful tools make it easy for you to create visually appealing and accurate charts in no time, even if you're not a seasoned data analyst.

ChartGPT and VizGPT are continuously updating and improving, making them even more potent for data visualization tasks. As open-source projects, you're welcome to contribute to these innovative tools and help them grow.

So whether you're an analyst, marketer, or entrepreneur, you can utilize ChartGPT and VizGPT to streamline data visualization for your company and make data-driven business decisions that are both visually impactful and insightful.

So why wait? Give it a shot today and revolutionize your charting experience!

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