This dataset contains 2,075,259 one-minute measurements of electric power consumption in a single household over almost four years (December 2006 to November 2010). The data includes various electrical quantities and sub-metering values.
Dataset Characteristics
- Multivariate
- Time-Series
Dataset Information
The archive was gathered from a house in Sceaux, France, with some missing values present. Additional notes:
- The active energy consumed every minute is represented by
(global_active_power * 1000 / 60 - sub_metering_1 - sub_metering_2 - sub_metering_3). - Missing values occur about 1.25% of the time, marked with a missing value between consecutive semi-colon attribute separators.
Variables Table
| Variable Name | Role | Type |
|---|---|---|
| Date | Feature | Date |
| Time | Feature | Categorical |
| Global_active_power | Feature | Continuous |
| Global_reactive_power | Feature | Continuous |
| Voltage | Feature | Continuous |
| Global_intensity (Current) | Feature | Continuous |
| Sub_metering_1 Sub-metering No. 1 (kW-h) Energy sub-metering for kitchen | Feature | Continuous |
| Sub_metering_2 Sub-metering No. 2 (kW-h) Energy sub-metering for laundry room | Feature | Continuous |
| Sub_metering_3 Sub-metering No. 3 (kW-h) Energy sub-metering for electric water-heater and air-conditioner | Feature | Continuous |
Dataset Link:
https://archive.ics.uci.edu/dataset/235/individual+household+electric+power+consumption