Summary: Measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years. Different electrical quantities and some sub-metering values are available.
| Parameter | Value |
|---|---|
| Name | Individual household electric power consumption |
| Labeled | Yes |
| Time Series | Yes |
| Simulation | No |
| Missing Values | Yes |
| Dataset Characteristics | Multivariate, Time-Series |
| Feature Type | Real |
| Associated Tasks | Regression, Clustering |
| Number of Instances | 2075259 |
| Number of Features | 9 |
| Date Donated | 2012-08-29 |
| Source | UCI Machine Learning Repository |
This archive contains 2075259 measurements gathered in a house located in Sceaux (7km of Paris, France) between December 2006 and November 2010 (47 months). Notes: 1.(global_active_power*1000/60 - sub_metering_1 - sub_metering_2 - sub_metering_3) represents the active energy consumed every minute (in watt hour) in the household by electrical equipment not measured in sub-meterings 1, 2 and 3. 2.The dataset contains some missing values in the measurements (nearly 1.25% of the rows). All calendar timestamps are present in the dataset but for some timestamps, the measurement values are missing: a missing value is represented by the absence of value between two consecutive semi-colon attribute separators. For instance, the dataset shows missing values on April 28, 2007.
Electric power consumption, Time-series data, Energy monitoring, Smart grid, Household energy use