---
date: "2025-09-16T00:00:00Z"
categories:
  - linkedin
description: "LLM-driven “vibe analysis” can take participants from raw datasets to exploratory stories in a live workshop without needing traditional analysis workflows."
keywords: ["vibe analysis", "data workshop", "LLMs", "data storytelling", "Hasgeek", "education"]
---

Tomorrow, we'll be vibe-analyzing data at a Hasgeek Fifth Elephant workshop.

It's a follow-up to my DataHack Summit talk "RIP Data Scientists". I showed how it's possible to automate many data science tasks. In this workshop, the audience will be doing that.

Slides: https://sanand0.github.io/talks/2025-09-16-vibe-analysis/ (minimal because... well, it's "vibe analysis". We'll code as we go.)

Here are datasets I'll suggest to the audience:

- India Census 2011: https://www.kaggle.com/datasets/danofer/india-census
- MovieLens movies: https://grouplens.org/datasets/movielens/32m/
- IMDb movies: https://datasets.imdbws.com/
- Occupational Employment and Wage Statistics (OEWS): https://www.bls.gov/oes/tables.htm
- Global AI Job Market & Salary Trends 2025: https://www.kaggle.com/datasets/bismasajjad/global-ai-job-market-and-salary-trends-2025
- Flight Delay Dataset: https://www.kaggle.com/datasets/shubhamsingh42/flight-delay-dataset-2018-2024
- London House Price Data: https://www.kaggle.com/datasets/jakewright/house-price-data
- Exchange Rates to USD: https://www.kaggle.com/datasets/robikscube/exhange-rates-to-usd-from-imforg-updated-daily
- Thailand Road Accidents (2019-202): https://www.kaggle.com/datasets/thaweewatboy/thailand-road-accident-2019-2022

... but if you'd like stories from any interesting recent datasets (10K - 10M rows, easy-to-download), please suggest in the comments. 🙏

![](https://images.hasgeek.com/embed/file/18c923db5caf4a82b927ef9368b52fda?size=1200)

[LinkedIn](https://www.linkedin.com/posts/sanand0_tomorrow-well-be-vibe-analyzing-data-at-activity-7373326580217143296-ZFM-)