Electricity Load Diagrams for 370 Customers from 2011 to 2014

370 customers' electricity load measured in kilowatts at 15-minute intervals over four years. The dataset originates from the UCI Machine Learning Repository and was uploaded to Hugging Face by sxj1024. It provides a granular view of power consumption patterns.

Use Cases

• Forecast short-term electricity demand based on 15-minute interval data.
• Analyze daily and seasonal consumption patterns for residential or commercial customers.
• Benchmark anomaly detection algorithms for unusual power usage events.
• Train models for customer load profiling and segmentation.

Strengths

• Covers a four-year period from 2011 to 2014, enabling longitudinal analysis.
• Contains data for 370 distinct customers, providing a multi-consumer perspective.
• Uses a high-frequency 15-minute measurement interval for detailed temporal granularity.

Limitations

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

Provenance

Source

UCI Machine Learning Repository

Time Range

2011 to 2014

Freshness

Last updated 2025-11-29 14:37:42; freshness should be verified.