| # NationFiles & Naciro Engine - Scientific Data Samples |
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| This dataset contains a comprehensive collection of **machine-readable samples** generated by the **NationFiles** platform and the **Naciro AI Engine**. These samples are provided for peer-review, methodology validation, and integration testing by data scientists and geopolitical analysts. |
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| ## 📊 Dataset Purpose |
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| The data represents the output layer of the **NationFiles Stability Index (NFSI)** and associated geopolitical feeds. It serves as a transparent reference for the data schemas, weighing factors, and temporal resolutions described in the official technical documentation. |
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| ## 📂 Content Summary |
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| The dataset is organized into two primary categories across more than 30 individual artifacts: |
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| ### 1. Global & Continent Feeds (/json_samples/) |
| Contains structured snapshots of real-time intelligence feeds, including: |
| - **Stability Time-Series:** Global and regional stability scores with 24h/7d deltas. |
| - **Source Node Feeds:** Ingestion summaries from global signal providers (ACLED, UCDP, etc.). |
| - **Regional Aggregates:** Continent-level indicators for economic and security assessment. |
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| ### 2. Country-Specific Intelligence Snapshots |
| Detailed snapshots for specific nation-states (e.g., USA hub), encompassing: |
| - **Security Radar Data:** Kinetic and non-kinetic risk indicators. |
| - **News Sentiment Metrics:** Quantified OSINT signals processed by the Naciro Engine. |
| - **Economic Overviews:** High-level indices for purchasing power and governance. |
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| ### 3. Structural Descriptors (/descriptors/) |
| Each JSON file is accompanied by a Markdown-based descriptor providing: |
| - **Scientific Data Profiles:** Description of the representational logic. |
| - **Provenance:** Traceability of the specific export endpoint. |
| - **Key-Value Semantics:** Explanation of the underlying schema. |
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| ## 🏛️ Identity & Authority Verification |
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| This dataset is an integral part of the verified research ecosystem of the **Neawolf Media Group**: |
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| - **Lead Architect:** [Sven Schmidt (Q139553554)](https://www.wikidata.org/wiki/Q139553554) |
| - **Organization:** [Neawolf Media Group (Q139474781)](https://www.wikidata.org/wiki/Q139474781) |
| - **Engine:** [Naciro AI (Q139553602)](https://www.wikidata.org/wiki/Q139553602) |
| - **Metric:** [NFSI (Q139553766)](https://www.wikidata.org/wiki/Q139553766) |
| - **ORCID:** [0009-0002-5010-1902](https://orcid.org/0009-0002-5010-1902) |
| - **DOI (Root Archive):** [10.5281/zenodo.19758942](https://doi.org/10.5281/zenodo.19758942) |
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| ## 🌐 Official Links |
| - **Primary Source:** [nationfiles.com](https://nationfiles.com) |
| - **Methodology Hub:** [nationfiles.com/en/legal/sources/](https://nationfiles.com/en/legal/sources/) |
| - **Technical Documentation:** [GitHub: Naciro-Technical-Documentation](https://github.com/Neawolf-Media-Group/Naciro-Technical-Documentation) |
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| **License:** CC BY-ND 4.0. |
| *Note: This dataset contains sampled information for documentation and research purposes. Live data is subject to 15-minute re-evaluation cycles available on the official platform.* |
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