Streamlit Simplicity: My Single GPT-4 Prompt for An Interactive Dashboard

Author(s): John Loewen, PhD

Originally published on Towards AI.

Refining my prompting methodology to make your life easier
Dall-E image: An impressionist painting of a dashboard hovering above a farmer’s field.

Lately, I have been all up in GPT-4’s face with prompts to generate Python Streamlit dashboard code. I’ve been putting in a bunch of hard-work and time figuring this out — so that you don’t have to.

And I have some great news.

The complexity of the Streamlit dashboard design is removed with the simplicity of GPT-4 prompting.

If I have a useful data set, I can create a working interactive Python Streamlit multi-visual dashboard with a single GPT-4 prompt.

No way, you say — not with one prompt.

Let me show you how you can create a Streamlit dashboard with:

A dropdown menu allowing the user to select the YearGlobal Choropleth map (updated by year).Top 10 horizontal bar charts (updated by year)

From just one careful prompt.

My wife works for the UN Food and Agriculture Organization and is always involved with decisions related to global food security.

To find common ground for dialog and to support her work, today I am going to use a new dataset (to me). The UN food security dataset can be found HERE.

There are a few options to consider when downloading the dataset:

For the CSV file to download, I have… 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