---
language: en
pretty_name: EconomicIndex
tags:
- AI
- LLM
- Economic Impacts
- Anthropic
viewer: true
license: mit
configs:
- config_name: release_2025_09_15
  data_files:
  - split: raw_claude_ai
    path: "release_2025_09_15/data/intermediate/aei_raw_claude_ai_2025-08-04_to_2025-08-11.csv"
  - split: raw_1p_api
    path: "release_2025_09_15/data/intermediate/aei_raw_1p_api_2025-08-04_to_2025-08-11.csv"
  - split: enriched_claude_ai
    path: "release_2025_09_15/data/output/aei_enriched_claude_ai_2025-08-04_to_2025-08-11.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:

- **[2025-09-15 Release](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2025_09_15)**: Updated analysis with geographic and first-party API data using Sonnet 4
- **[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
- **[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


## Resources

- [Index Home Page](https://www.anthropic.com/economic-index)
- [3rd report](https://www.anthropic.com/research/anthropic-economic-index-september-2025-report)
- [2nd report](https://www.anthropic.com/news/anthropic-economic-index-insights-from-claude-sonnet-3-7)
- [1st report](https://www.anthropic.com/news/the-anthropic-economic-index)


## License

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

## Contact

For inquiries, contact econ-research@anthropic.com.

## Citation

### Third release

```
@online{appelmccrorytamkin2025geoapi,
        author = {Ruth Appel and Peter McCrory and Alex Tamkin and Michael Stern and Miles McCain and Tyler Neylon],
        title = {Anthropic Economic Index Report: Uneven Geographic and Enterprise AI Adoption},
        date = {2025-09-15},
        year = {2025},
        url = {www.anthropic.com/research/anthropic-economic-index-september-2025-report},
}
```

### Second release

```
@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}, 
}
```