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How to Draw Graphs, Charts, and Diagrams in ChatGPT

Visual representation is a powerful tool for communicating information effectively. Graphs, charts, and diagrams offer a concise and organized way to present data, making complex concepts and relationships easier to understand. Whether you’re a student, a professional, or simply someone looking to enhance your visual communication skills, learning how to draw graphs, charts, and Diagrams in ChatGPT can be immensely valuable.

In this guide, we will explore the fundamentals of creating visually appealing and informative visuals. We will delve into various types of graphs, including line graphs, bar charts, pie charts, and scatter plots, as well as other useful diagrams such as flowcharts, Venn diagrams, and mind maps. You will discover the key principles, guidelines, and techniques that will help you bring your ideas to life on paper or digital platforms.

Using Code Interpreter for Diagrams in ChatGPT

ChatGPT now supports Code Interpreter, allowing users to generate graphs, charts, diagrams, and more. With the help of this powerful tool, users can upload data files and analyze them visually. However, it’s important to note that this feature is only available to paid ChatGPT Plus users. Here’s a step-by-step guide on how to use Code Interpreter:

  • 1. Enable Code Interpreter in ChatGPT by following the detailed tutorial provided here.
Diagrams in ChatGPT

  • 2. Once enabled, you can inquire about the various data visualization abilities of Code Interpreter. It can generate line graphs, bar graphs, pie charts, scatter plots, histograms, heat maps, and more. To see examples of these visualizations, ask ChatGPT to show you.
  • 3. Upload your data file and ask Code Interpreter to visualize the data. Supported file formats include CSV, XLS, XLSX, and more.
  • 4. If desired, you can request Code Interpreter to enhance the graph’s appearance by improving labels and colors.
  • 5. Code Interpreter can also provide key insights from the data and visually represent them.
  • 6. Additionally, you can create scatter plots to compare different variables. The possibilities for generating charts, graphs, and diagrams with Code Interpreter are extensive.

Using ChatGPT Plugins

ChatGPT Plus subscribers have access to ChatGPT Plugins, which offer additional functionality. Two popular plugins for visualizing data are Show Me Diagrams and Here’s how to utilize these plugins:

  • 1. Launch ChatGPT and switch to the GPT-4 model.
  • 2. Select the “Plugins” option.
  • 3. Open the Plugin Store.
choose GPT 4 model in chatgpt

  • 4. Install the Show Me Diagrams plugin from the Plugin Store. You can also install the plugin or other relevant plugins.
install show me diagrams plugin
  • 5. It is recommended to install the Wolfram ChatGPT plugin as well, as it provides real-time data on any given subject.
install wolfram plugin in chatgpt

  • 6. Enable both the Show Me Diagrams and plugins.
  • 7. You can now ask ChatGPT to create different types of charts, such as line charts, bar charts, pie charts, etc. The data will be sourced from Wolfram and visualized using the selected plugins.
  • 8. For example, you can ask ChatGPT to visualize the global earth temperature from 2010 to 2018 as a line chart. The plugins will fetch the required data and generate the chart accordingly.
  • 9. Similarly, you can use research paper data to create accurate bar charts or request graphs of GDP over a specific time period.
  • 10. Diagrams can also be created to depict complex concepts. For instance, ChatGPT can help you visualize different types of AI technologies through diagrams.

Creating Diagrams Using ChatGPT & for Free

Even if you’re using the free version of ChatGPT, you can still create graphs and diagrams. By utilizing the Mermaid language syntax, you can generate code within ChatGPT and paste it into a diagramming application for visual output. Here’s how it works:

  • 1. Open the free version of ChatGPT and ask it to create a diagram on your chosen topic. Then, request the code in Mermaid format and copy it.
  • 2. Choose a diagramming application of your preference. An example is, which is free and user-friendly.
  • 3. Create a blank diagram in your chosen application. In the top-row menu, select Arrange -> Insert -> Advanced -> Mermaid. This will open a code box.
  • 4. Clear the existing code in the box and paste the Mermaid code obtained from ChatGPT. Click on “Insert” to display the diagram.
  • 5. The diagram will now be ready, and you can export it in various image formats, including PDF.
  • 6. With the Mermaid syntax, you can create even more intricate diagrams in ChatGPT. This can be useful for visualizing complex relationships or concepts.
  • 7. By querying ChatGPT with a reasoning question and requesting the code in Mermaid format, you can gain a visual understanding of the answer and relation provided.


Q: Are the data visualization features available for free ChatGPT users?
A: No, these features are exclusive to paid ChatGPT Plus users.

Q: Which file formats can be uploaded to Code Interpreter?
A: Supported file formats include CSV, XLS, XLSX, and more.

Q: What chart types can be generated using Code Interpreter?
A: Code Interpreter can generate line graphs, bar graphs, pie charts, scatter plots, histograms, heat maps, and more.

Q: What plugins can be used for visualizing data in ChatGPT?
A: Popular plugins for visualizing data in ChatGPT include Show Me Diagrams,, and the Wolfram ChatGPT plugin.

Q: Can ChatGPT generate complex diagrams?
A: Yes, using the Mermaid language syntax, ChatGPT can generate code for intricate diagrams that can be visualized in diagramming applications.

Q: Can the free version of ChatGPT create diagrams?
A: Yes, by using the Mermaid syntax, free ChatGPT users can generate code that can be pasted into diagramming applications for visual output.

Q: Is there a limit to the complexity of diagrams that can be created in ChatGPT?
A: While ChatGPT can generate diagrams using the Mermaid syntax, the complexity is dependent on the user’s understanding and ability to express the desired visualization in code.

Q: Can ChatGPT provide insights from the data and visualize them in graphs and charts?
A: Yes, both Code Interpreter and ChatGPT Plugins can help extract key insights from data and present them visually.

In conclusion, ChatGPT offers various methods to visualize data, including Code Interpreter, ChatGPT Plugins like Show Me Diagrams, and the Mermaid syntax for creating diagrams. These tools empower users to visually analyze and represent information effectively. Whether you’re a paid ChatGPT Plus user or utilizing the free version, there are options available to suit your data visualization needs.
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