#EconomicIndex
I was playing with Anthropic's fascinating data on how people use Claude. One simple but interesting stat: 9 of the top 10 tasks were about software development. Clearly this is the most successful use of LLMs to date!

huggingface.co/datasets/Ant...
Anthropic/EconomicIndex · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
February 24, 2025 at 5:17 PM
I really like how @anthropic.com is sharing data sets on core AI adoption topics and then sharing the data. Was able to highlight this in class right away.
Anthropic/EconomicIndex · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
February 10, 2025 at 10:11 PM
1. This analysis would ordinarily be undertaken by government labour departments. Analysis of the use of #AI tools is now predicated on companies releasing this data. Anthropic has released *some* of the data used for analysis - but not all - e.g. the actual prompts.

huggingface.co/datasets/Ant...
Anthropic/EconomicIndex · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
February 11, 2025 at 10:20 PM
New CRAN package aieconindex with initial version 0.1.0
#rstats
https://cran.r-project.org/package=aieconindex
CRAN: Package aieconindex
Provides clean, tidy access to the 'Anthropic Economic Index' (AEI) dataset hosted on 'Hugging Face' &lt;<a href="https://huggingface.co/datasets/Anthropic/EconomicIndex" target="_top">https://huggingface.co/datasets/Anthropic/EconomicIndex</a>&gt;. The AEI is a recurring release from 'Anthropic' that maps usage of the 'Claude' family of large language models to occupations and tasks using the 'O*NET' taxonomy and the 'Standard Occupational Classification' system, following the methodology of Handa et al. (2025) &lt;<a href="https://doi.org/10.48550%2FarXiv.2503.04761" target="_top">doi:10.48550/arXiv.2503.04761</a>&gt; and the privacy-preserving system 'Clio' of Tamkin et al. (2024) &lt;<a href="https://doi.org/10.48550%2FarXiv.2412.13678" target="_top">doi:10.48550/arXiv.2412.13678</a>&gt;. Functions list available releases, fetch raw and enriched usage tables, retrieve task statements, request hierarchies, and country-level breakdowns, compare two releases, join the index to user-supplied data on a shared key, and compute usage-concentration metrics (Herfindahl-Hirschman Index, top-N concentration ratios, Shannon entropy). Data is cached locally for subsequent calls. Reproducibility helpers produce 'BibTeX' or plain-text citations that include the methodological source paper. This product uses the 'Anthropic Economic Index' data (released under CC-BY by 'Anthropic') but is not endorsed or certified by 'Anthropic'.
cran.r-project.org
May 13, 2026 at 9:02 PM
New on CRAN: aieconindex (0.1.0). View at https://CRAN.R-project.org/package=aieconindex
aieconindex: Access the 'Anthropic Economic Index' Dataset
Provides clean, tidy access to the 'Anthropic Economic Index' (AEI) dataset hosted on 'Hugging Face' &lt;<a href="https://huggingface.co/datasets/Anthropic/EconomicIndex" target="_top">https://huggingface.co/datasets/Anthropic/EconomicIndex</a>&gt;. The AEI is a recurring release from 'Anthropic' that maps usage of the 'Claude' family of large language models to occupations and tasks using the 'O*NET' taxonomy and the 'Standard Occupational Classification' system, following the methodology of Handa et al. (2025) &lt;<a href="https://doi.org/10.48550%2FarXiv.2503.04761" target="_top">doi:10.48550/arXiv.2503.04761</a>&gt; and the privacy-preserving system 'Clio' of Tamkin et al. (2024) &lt;<a href="https://doi.org/10.48550%2FarXiv.2412.13678" target="_top">doi:10.48550/arXiv.2412.13678</a>&gt;. Functions list available releases, fetch raw and enriched usage tables, retrieve task statements, request hierarchies, and country-level breakdowns, compare two releases, join the index to user-supplied data on a shared key, and compute usage-concentration metrics (Herfindahl-Hirschman Index, top-N concentration ratios, Shannon entropy). Data is cached locally for subsequent calls. Reproducibility helpers produce 'BibTeX' or plain-text citations that include the methodological source paper. This product uses the 'Anthropic Economic Index' data (released under CC-BY by 'Anthropic') but is not endorsed or certified by 'Anthropic'.
CRAN.R-project.org
May 13, 2026 at 10:12 PM
Дані, використані для аналізу:
huggingface.co/datasets/Ant...

Основні висновки:

1) Використання ШІ сильно зосереджене на завданнях розробки програмного забезпечення та написання текстів, на які разом припадає майже половина загального використання.

2/N
Anthropic/EconomicIndex at main
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
February 22, 2025 at 4:33 PM
The Anthropic Economic Index report reveals disparities in AI adoption across regions and industries, highlighting significant geographic and enterprise-level differences in early AI usage. #AI #EconomicIndex #TechTrends

Source
September 16, 2025 at 2:34 PM