ChatGPT for Data Analysis

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