My GPT-4 One-Prompt Python Plotly Interactive Dashboard

Author(s): John Loewen, PhD

Originally published on Towards AI.

Single-step prompting for interactive CO2 global emissions data

Recently I have been focusing on refining my GPT-4 prompting for interactive dashboard visualizations. I’ve been putting in the time to figure this out — so that you can prompt with ease

And I have some positive news to report.

The confusion of the Python Plotly dashboard design is clarified with the precision of GPT-4 prompting.

If I have a data set, I can create an interactive Python Plotly dashboard with a single GPT-4 prompt.

Maybe you’re not convinced? Let’s give it a try! How about we create:

A drop down menu allowing the user to select their preferenceA map that updates on user selectionA chart that updates on user selection

And to take it a step further, let’s give GPT-4 TWO datasets to handle!

Here’s how it can be done!

For this example, I am going to use 2 datasets!

I know, crazy, but they are very similar. One contains per-capita CO2 emissions by country and the other displays total volume CO2 emissions by by country.

The data can be downloaded from Our World In Data (HERE).

You can scroll down on this page to find the CSV file for Annual CO2 emissions by world region:

And the Per capita CO2 emissions (by country):

Below each of these sections, there is a… Read the full blog for free on Medium.

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Published via Towards AI