Dataset name: Individual household electric power consumption Data Set

Data characteristics	Multivariate time series	Type of building(s)	Residential	Date	2006-2010
Type of attributes	Real numbers	Number of buildings	1	Duration	47 months
Level of detail	whole building, circuit level	Location of buildings	France	Sampling frequency	minutely

Access to the dataset

The data set can be downloaded from this link

Data set description

This data set is one of the different field datasets that are hosted by Centre for machine learning and intelligent systems. It contains 2075259 measurements of electricity consumption data of a household located in France.

Data structure

The data are provided in one csv format file. There exist a 1,25 percent of missing data which are presented by blank spaces in dataset.

Attributes

(Taken from the mentioned link)

Date

Time

Global_active_power: household global minute-averaged active power (kW)

Global_reactive_power: household global minute-averaged reactive power (kW)

Voltage: averaged over a minute (V)

Global_intensity (A)

Sub_metering_1 (Wh) this sub metering includes kitchen appliances

Sub_metering_2 ( Wh) this sub metering includes washing-machine, a tumble-drier, a refrigerator and a light.

sub_metering_3: ( Wh) this sub metering includes an electric water-heater and an air-conditioner.

Paper and citation

K. L. Bache, M. UCI Machine Learning Repository , Irvine, CA: University of California, School of Information and Computer Science. [Online]. Available: http://archive.ics.uci.edu/ml/datasets/Individual+household+electric+power+consumption

Hebrail, G. & Berard, A. Individual household electric power consumption Data Set (2012). URL http://bit.ly/1byLbr0.