NVD Vulnerability Records for 2025

50,000 clean, flattened vulnerability records from the National Vulnerability Database for the year 2025. The data originates from the NVD, a U.S. government repository of standards-based vulnerability management data. It provides a snapshot of disclosed software security flaws from that specific year.

Use Cases

• Analyze temporal trends in CVE publication volume and severity scores over 2025.
• Train models to predict CVE severity scores based on features like description text and affected software.
• Correlate vulnerability types with common weakness enumerations (CWEs) present in the records.
• Identify the most frequently reported vendors and products in the 2025 dataset.

Strengths

• Contains 50,000 processed vulnerability records.
• Data is described as clean and flattened, suggesting it is ready for analysis.

Limitations

• Limited to a single year (2025), preventing longitudinal trend analysis across years.
• Unknown column structure and specific features limit immediate applicability for detailed modeling.

Provenance

Source

National Vulnerability Database (NVD)

Collection Method

Flattened and cleaned from the original NVD data feed.

Time Range

2025

Freshness

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Geography

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