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Données ouvertes

Bibliothèque

Jeux de données ouverts, entièrement documentés — interrogeables ici, et lisibles par n’importe quel LLM.

2 jeux de données

machine-learning

  • AI Research-Velocity Signals (derived)

    AI research-velocity signals (R&D attention gauges)

    Monthly AI/ML research-velocity signals derived from the OpenAlex keyless API (2010 ->): monthly counts of works tagged 'Artificial intelligence' and 'Machine learning', plus AI's share of all indexed works, with 3-month changes, 30-month change volatility, 3-sigma anomaly flags vs a trailing-12-month baseline, naive-drift 1-month forecasts, year-over-year growth, research acceleration, field-share z-scores, and breakout flags. The tech/digital R&D-attention companion to the macro set. Raw data: OpenAlex (keyless API, CC0).

    • ai-research
    • machine-learning
    • research-velocity
    • openalex
    lignes
    600
    Qualité
    99
    Mis à jour
    22 sept. 2026
    À jour
    Licence
    Usage commercial OK

  • OpenAlex

    Machine learning research output by country and year (works count)

    Annual counts of scholarly works tagged with the OpenAlex 'Machine learning' concept (C119857082), by author country and publication year. Provenance: OpenAlex Works API (https://api.openalex.org/works), keyless, CC0-1.0. Counts include all work types OpenAlex indexes (journal articles, preprints, conference papers, datasets); a work with authors in several countries counts once per country. Coverage: publication years 2015 to the present; years before 2015 are not collected. Kosovo appears under the de facto code XKX (ISO 3166-1 assigns it no code). Primary key: (country_code, year); country_code is ISO 3166-1 alpha-3 and joins other hub country datasets. Cadence: refreshed monthly; the current year is partial and its counts grow as OpenAlex indexes new works. Nullability: works_count is never null (0 allowed); country_code, country_name and year are never null. Sample use: filter year = the latest full year and order by works_count desc for the current country ranking.

    • machine-learning
    • openalex
    • publication-trends
    • innovation
    lignes
    2 361
    Qualité
    100
    Mis à jour
    23 sept. 2026
    À jour
    Licence
    Usage commercial OK