# NationFiles & Naciro Engine - Scientific Data Samples

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.

## 📊 Dataset Purpose

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.

## 📂 Content Summary

The dataset is organized into two primary categories across more than 30 individual artifacts:

### 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.

### 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.

### 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.

## 🏛️ Identity & Authority Verification

This dataset is an integral part of the verified research ecosystem of the **Neawolf Media Group**:

- **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)

## 🌐 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.*