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

This member-only story is on us. Upgrade to access all of Medium.

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…

Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI