---
language: en
pretty_name: EconomicIndex
tags:
- AI
- LLM
- Economic Impacts
- Anthropic
viewer: true
license: mit
configs:
- config_name: default
  data_files:
  - split: train
    path: "release_2025_03_27/automation_vs_augmentation_by_task.csv"
---

# The Anthropic Economic Index

## Overview

The Anthropic Economic Index provides insights into how AI is being incorporated into real-world tasks across the modern economy.

## Data Releases

This repository contains multiple data releases, each with its own documentation:

- **[2025-02-10 Release](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2025_02_10)**: Initial release with O*NET task mappings, automation vs. augmentation data, and more
- **[2025-03-27 Release](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2025_03_27)**: Updated analysis with Claude 3.7 Sonnet data and cluster-level insights

## Resources

- [Index Home Page](https://www.anthropic.com/economic-index)
- [Research Paper](https://assets.anthropic.com/m/2e23255f1e84ca97/original/Economic_Tasks_AI_Paper.pdf)


## License

Data released under CC-BY, code released under MIT License

## Contact

For inquiries, contact kunal@anthropic.com or atamkin@anthropic.com. We invite researchers to provide input on potential future data releases using [this form](https://docs.google.com/forms/d/e/1FAIpQLSfDEdY-mT5lcXPaDSv-0Ci1rSXGlbIJierxkUbNB7_07-kddw/viewform?usp=dialog).

## Citation

```
@misc{handa2025economictasksperformedai,
      title={Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations}, 
      author={Kunal Handa and Alex Tamkin and Miles McCain and Saffron Huang and Esin Durmus and Sarah Heck and Jared Mueller and Jerry Hong and Stuart Ritchie and Tim Belonax and Kevin K. Troy and Dario Amodei and Jared Kaplan and Jack Clark and Deep Ganguli},
      year={2025},
      eprint={2503.04761},
      archivePrefix={arXiv},
      primaryClass={cs.CY},
      url={https://arxiv.org/abs/2503.04761}, 
}
```