Chicken Volatile Organic Compound Measurements for Spoilage Monitoring

Daily measurements of volatile organic compounds (VOCs) from chicken stored at 4 °C. The data was collected using a BME688 sensor for the purpose of spoilage monitoring. The dataset's author, organization, and temporal coverage are unknown.

Use Cases

• Train machine learning models for food spoilage prediction based on daily VOC measurements.
• Analyze temporal patterns of volatile organic compounds in stored chicken.
• Develop sensor-based monitoring systems for cold chain logistics based on the described BME688 sensor data.
• Study the correlation between specific VOC signatures and microbial growth in poultry.

Strengths

• Data collection is focused on a specific, applied problem: spoilage monitoring in chicken.
• Measurements were taken under controlled storage conditions at 4 °C.
• Data was gathered using a specific sensor model (BME688), suggesting consistent measurement methodology.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

Kaggle

Collection Method

Sensor measurements using a BME688 device.

Time Range

Daily measurements, but specific start and end dates are unknown.

Freshness

Last update date is unknown; freshness unverified.

Geography

Spatial coverage is unknown.