Prompting GPT-4 for On-The-Fly Multi-Visualization Dashboards

Author(s): John Loewen, PhD

Originally published on Towards AI.

A zero-code map-and-charts dashboard for global literacy data
Dall-E 2 generated choropleth map image

Recently, GPT-4 has gone through a positive overhaul of its data visualization capabilities.

The new power of this update is the simplicity of creating data visualizations from complex datasets on-the-fly using basic prompt engineering.

For example, from CSV to multi-visual dashboards — with absolutely no coding.

Yep, none.

Let’s go through a case study on creating a dashboard containing a global map, bar chart, and box-plot to visualize global literacy rates.

The foundation of any data analysis is a thorough understanding of the dataset you are analyzing.

Our focus here is a dataset encompassing global literacy rates, which includes country names,… Read the full blog for free on Medium.

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Published via Towards AI