Appliance Power Consumption and Environmental Factors

Appliance power consumption data is paired with environmental sensor readings. The dataset originates from Kaggle, but the author, organization, and specific collection date are unknown. The exact size, row count, and temporal coverage are not specified.

Use Cases

• Predict appliance power consumption from environmental factors like temperature and humidity.
• Analyze correlations between specific environmental sensor readings and energy draw.
• Train regression models to forecast energy demand using the provided features.

Strengths

• Contains paired measurements of appliance consumption and environmental factors.

Limitations

• Unknown row count prevents assessment of statistical significance.
• Missing column definitions limit understanding of specific features and relationships.

Provenance

Source

Kaggle