Unlock Data Insights with ChatGPT: A Step-by-Step Guide 📊

In this tutorial, we are going to cover how to use ChatGPT for data analysis. You can find a written version of this guide on my Substack: https://tinyurl.com/svdaz92x

We will use data from the World Happiness Report: https://tinyurl.com/5n99hrnj

You will learn how to:

- Create visualizations such as line charts, bar graphs, heatmaps, and more.
- Perform time series analysis to track global happiness trends
- Conduct cross-country comparisons of happiness levels
- Run regression models to understand determinants of happiness
- Explore relationships between variables using scatter plots

You can download the corresponding tutorial here: https://tinyurl.com/54xfbpme

Papers about ChatGPT mentioned in the video:

Cheng, Liying, et al. Is GPT-4 a Good Data Analyst? 2, arXiv, 2023. DOI.org (Datacite), https://doi.org/10.48550/ARXIV.2305.15038.

Liu, Xiao, et al. Are LLMs Capable of Data-Based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. 2, arXiv, 2024. DOI.org (Datacite), https://doi.org/10.48550/ARXIV.2402.17644.

Tu, Xinming, et al. What Should Data Science Education Do with Large Language Models? 2, arXiv, 2023. DOI.org (Datacite), https://doi.org/10.48550/ARXIV.2307.02792.

OpenAI Guide on ChatGPT

https://help.openai.com/en/articles/8437071-data-analysis-with-chatgpt