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Individual Household Electric Power Consumption

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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. 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.
Subject Area
Physics and Chemistry
Instances
2,075,259
Features
9
Data Types
Multivariate
Tasks
Regression, Clustering
Feature Types
Continuous

Features

NameRoleTypeUnitsMissing Values

Introductory Paper

Additional Metadata

Authors
Georges Hebrail
Alice Berard
Year Created
2006
License
CC BY 4.0