Leveraging GPT-Builder To Create a Plotly Python Mapping GPT

Author(s): John Loewen, PhD

Originally published on Towards AI.

Designing your own custom GPT for instant Python map creation

To simplify and accelerate real-time data visualizations with GPT-4, you can create a custom GPT to do the job.

The GPT Builder tool provides a GUI interface to create custom GPTs that can simulate different workflows.

For example, we can use GPT Builder to create a mapping GPT that streamlines the mapping process by providing relevant pre-loaded CSV files.

Let’s go through step-by-step on how to set up your own data viz GPT for on-the-fly mapping visualizations.

To start, you need to have a license for GPT-4. Once logged in to your GPT-4 account, you can click on My GPTs and GPT Builder will prompt you to “Create a New GPT”.

GPT Builder prompting me to build a new GPT

For this exercise, we will create a GPT that is a data scientist who creates data visualizations from uploaded CSV files.

GPT Builder quickly works its magic gives me a catchy name for my new GPT — DataViz Wizard.

In the preview window, we are presented with prompt and some suggestions on what we can do with this GPT to create data visualizations.

Customizing our GPT — making the GPT link available to everyone

We can also publish this GPT to anyone who may be interested.

If we toggle to the… Read the full blog for free on Medium.

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Published via Towards AI