Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Read by thought-leaders and decision-makers around the world. Phone Number: +1-650-246-9381 Email: [email protected]
228 Park Avenue South New York, NY 10003 United States
Website: Publisher: https://towardsai.net/#publisher Diversity Policy: https://towardsai.net/about Ethics Policy: https://towardsai.net/about Masthead: https://towardsai.net/about
Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Founders: Roberto Iriondo, , Job Title: Co-founder and Advisor Works for: Towards AI, Inc. Follow Roberto: X, LinkedIn, GitHub, Google Scholar, Towards AI Profile, Medium, ML@CMU, FreeCodeCamp, Crunchbase, Bloomberg, Roberto Iriondo, Generative AI Lab, Generative AI Lab Denis Piffaretti, Job Title: Co-founder Works for: Towards AI, Inc. Louie Peters, Job Title: Co-founder Works for: Towards AI, Inc. Louis-François Bouchard, Job Title: Co-founder Works for: Towards AI, Inc. Cover:
Towards AI Cover
Logo:
Towards AI Logo
Areas Served: Worldwide Alternate Name: Towards AI, Inc. Alternate Name: Towards AI Co. Alternate Name: towards ai Alternate Name: towardsai Alternate Name: towards.ai Alternate Name: tai Alternate Name: toward ai Alternate Name: toward.ai Alternate Name: Towards AI, Inc. Alternate Name: towardsai.net Alternate Name: pub.towardsai.net
5 stars – based on 497 reviews

Frequently Used, Contextual References

TODO: Remember to copy unique IDs whenever it needs used. i.e., URL: 304b2e42315e

Resources

Unlock the full potential of AI with Building LLMs for Productionβ€”our 470+ page guide to mastering LLMs with practical projects and expert insights!

Publication

What Can GPT-4 Do Now With Data Visualization Report Generation?
Data Analysis   Data Visualization   Latest   Machine Learning

What Can GPT-4 Do Now With Data Visualization Report Generation?

Last Updated on September 18, 2024 by Editorial Team

Author(s): John Loewen, PhD

Originally published on Towards AI.

The state of affairs with automatic data visualization reporting

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

GPT-4, as a powerful language model, can analyze data, generate visualizations, and create reports from structured datasets.

For example, you can ask the LLM to access and provide information about fields in CSV and XLSX files and it will respond quickly and accurately.

However, while it excels in many areas of data manipulation and reporting, it also has specific limitations.

Let’s take a look together at what GPT-4 does well in this domain and where it suffers, all with practical examples using a current global development dataset.

The Harvard Comparative Death Penalty Database provides a global yearly categorization of death penalty status. It includes both historical and modern data, allowing us to track how the use of the death penalty has changed globally over time.

The dataset can be downloaded HERE.

Bringing death penalty data to life shows us where the world stands on one of the most controversial practices in the legal system. Some countries have moved away from the death penalty while others still hold on.

Using this real-life dataset as our source, let’s take a deeper look at how GPT-4 capabilities can be leveraged to automate some data visualization generation and reporting tasks.

One… 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 aΒ sponsor.

Published via Towards AI

Feedback ↓