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Back to datasetsKey Variables AI usage patterns at task level, automation vs augmentation ratios, task success rates, scope of impact AI/Tech Tracking Direct AI usage data mapped to O*NET tasks Access Details Available on Hugging Face (https://huggingface.co/datasets/Anthropic/EconomicIndex) Notes Uses Clio system for privacy-preserving analysis; tracks automation vs augmentation; covers ~36% of occupations
Anthropic Economic Index
AI-focusedPublicWorker-side
Visit Dataset- Specific Type
- AI usage "In the wild"
- Dataset Type
- Cross-sectional
- Institution
- Anthropic
- Institution Type
- AI Lab
- Level of Focus
- Conversation-level mapped to tasks
- Most Granular Level
- O*NET task level
- Perspective
- Worker-side
- Time Coverage
- 2024-present
- Frequency
- Not yet determined
- Sample Size
- Millions of conversations (~1M per analysis period)
- Geographic Detail
- National (US)
- Occupational Classification
- O*NET-SOC
- Industrial Classification
- Not specified
- Other Classification
- O*NET Intermediate Work Activities (IWAs)
Key Papers
Which Economic Tasks Are Performed with AI? Evidence from Millions of Claude Conversations
Handa, Tamkin, McCain, Huang (2025)
Evaluating the Impact of AI on the Labor Market: Current State of Affairs
Gimbel, Kinder, Kendall, Lee (2025)
Anthropic Economic Index Report: Economic Primitives
Appel, Massenkoff, McCrory, McCain, Heller, Neylon, Tamkin (2026)
Handa et al. (2025); Gimbel et al. (2025); Appel et al. (2026)