{
    "action": "final",
    "content": "## Geographic Distribution of AI Models\n\nThis dataset has a strong geographic dimension captured in the **Country (of organization)** field, which records where the organizations developing AI models are based. The data shows **3,574 AI models** distributed across countries worldwide, with a pronounced concentration in a few leading nations.\n\n### Key Findings\n\n**Dominant Players:**\n- **United States leads overwhelmingly** with 1,200 models (33.58% of the dataset)\n- **China ranks second** with 583 models (16.31%)\n- Together, these two countries account for **nearly 50%** of all AI models in the dataset\n\n**Secondary Tier:**\n- United Kingdom: 131 models (3.67%)\n- Canada: 67 models (1.87%)\n- South Korea: 63 models (1.76%)\n- France: 56 models (1.57%)\n- Germany: 44 models (1.23%)\n- Japan: 35 models (0.98%)\n\n**Notable Patterns:**\n\n1. **Multi-country collaborations** are common, indicated by comma-separated country values (e.g., \"United States of America,United States of America\" with 217 models, \"China,China\" with 71 models). These likely represent multi-institutional collaborations within the same country or data quality artifacts.\n\n2. **Missing data**: 92 models (2.57%) have no country attribution, suggesting incomplete organizational information for some entries.\n\n3. **Emerging AI hubs** appear in the data:\n   - Singapore: 19 models (0.53%)\n   - Hong Kong: 20 models (0.56%)\n   - Israel: 22 models (0.62%)\n   - UAE: 8 models (0.22%)\n   - Saudi Arabia: 7 models (0.20%)\n\n4. **Long tail**: The distribution shows a classic power-law pattern, with the top 2 countries holding half the models while dozens of other countries contribute smaller numbers.\n\nThe geographic distribution reflects the global AI research and development landscape, with clear dominance by the US and China, followed by traditional technology powerhouses in Europe and Asia.",
    "charts": [
        {
            "kind": "hbar",
            "x": "country",
            "series": [
                "model_count"
            ],
            "title": "Top AI Model Producers by Country"
        }
    ]
}