Prompt Engineering AI for Modular Python Dashboard Creation

Author(s): John Loewen, PhD

 

Originally published on Towards AI.

Prompting GPT-4 to visualize global happiness data with Plotly

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Effective, prompt engineering with AI can significantly speed up the Python coding process for complex data visualizations.

By providing modular, precise, detailed instructions, GPT-4 reduces low-level coding completely, allowing you to focus solely on implementing your solution.

As an example, to prove this concept, we will access a dataset containing global happiness data.

In four (4) hands-on modular steps, we display global happiness results on a map in plotly dash, AND create two interesting data visualization charts to tell a detailed story about the data.

Let’s get to it.

The first step involves loading…

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Published via Towards AI