EconomicIndex

# 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:

- **[Labor market impacts](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/labor_market_impacts)**: Job exposure and task penetration data
- **[2026-03-24 Release](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2026_03_24)**: Updated analysis with Opus 4.5/4.6 and learning curves
- **[2026-01-15 Release](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2026_01_15)**: Updated analysis with economic primitives and Sonnet 4.5
- **[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)
- [5th report](https://www.anthropic.com/research/economic-index-march-2026-report)
- [4th report](https://www.anthropic.com/research/anthropic-economic-index-january-2026-report)
- [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)

- [Labor market impacts](https://www.anthropic.com/research/labor-market-impacts)

## License

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

## Contact

For press inquiries, contact [e-mail]. For all other questions, reach out to [e-mail].

## Citation

### Fifth release

```
@online{anthropic2026aeiv5,
author = {Maxim Massenkoff and Eva Lyubich and Peter McCrory and Ruth Appel and Ryan Heller},
title = {Anthropic Economic Index report: Learning curves},
date = {2026-03-24},
year = {2026},
url = {https://www.anthropic.com/research/economic-index-march-2026-report},
}
```

### Fourth release

```
@online{anthropic2026aeiv4,
author = {Ruth Appel and Maxim Massenkoff and Peter McCrory and Miles McCain and Ryan Heller and Tyler Neylon and Alex Tamkin},
title = {Anthropic Economic Index report: economic primitives},
date = {2026-01-15},
  year = {2026},
url = {https://www.anthropic.com/research/anthropic-economic-index-january-2026-report},
}
```

### 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},
}
```

# Anthropic经济指数（Anthropic Economic Index）

## 概览
本指数旨在剖析人工智能在现代经济各领域实际任务中的落地应用情况。

## 数据发布
本仓库包含多个数据发布版本，各附专属文档：
- **[2025-09-15 发布版](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2025_09_15)**：采用Sonnet 4模型的地理数据与自有API数据更新后的分析报告
- **[2025-03-27 发布版](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2025_03_27)**：基于Claude 3.7 Sonnet模型数据与集群级洞察的更新分析
- **[2025-02-10 发布版](https://huggingface.co/datasets/Anthropic/EconomicIndex/tree/main/release_2025_02_10)**：初始发布版，包含O*NET（Occupational Information Network）任务映射、自动化与增强型应用数据等内容

## 相关资源
- [指数官方主页](https://www.anthropic.com/economic-index)
- [第三期报告](https://www.anthropic.com/research/anthropic-economic-index-september-2025-report)
- [第二期报告](https://www.anthropic.com/news/anthropic-economic-index-insights-from-claude-sonnet-3-7)
- [第一期报告](https://www.anthropic.com/news/the-anthropic-economic-index)

## 许可协议
数据采用CC-BY许可协议发布，代码采用MIT许可协议发布。

## 联系方式
如有咨询，请发送邮件至 [e-mail]。

## 引用格式
### 第三期发布版

@online{appelmccrorytamkin2025geoapi,
author = {Ruth Appel、Peter McCrory、Alex Tamkin、Michael Stern、Miles McCain 和 Tyler Neylon},
title = {Anthropic经济指数报告：地域与企业AI应用的不均衡普及},
date = {2025-09-15},
year = {2025},
url = {www.anthropic.com/research/anthropic-economic-index-september-2025-report},
}

### 第二期发布版

@misc{handa2025economictasksperformedai,
title={哪些经济任务可借助人工智能完成？来自数百万Claude对话的实证证据},
author={Kunal Handa、Alex Tamkin、Miles McCain、Saffron Huang、Esin Durmus、Sarah Heck、Jared Mueller、Jerry Hong、Stuart Ritchie、Tim Belonax、Kevin K. Troy、Dario Amodei、Jared Kaplan、Jack Clark 和 Deep Ganguli},
year={2025},
eprint={2503.04761},
archivePrefix={arXiv},
primaryClass={cs.CY},
url={https://arxiv.org/abs/2503.04761},
}