Individual Household Electric Power Consumption
About
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
Name | Role | Type | Units | Missing Values |
---|---|---|---|---|
Date | Feature | Date | - | No |
Time | Feature | Categorical | - | No |
Global_active_power | Feature | Continuous | - | No |
Global_reactive_power | Feature | Continuous | - | No |
Voltage | Feature | Continuous | - | No |
Global_intensity | Feature | Continuous | - | No |
Sub_metering_1 | Feature | Continuous | - | No |
Sub_metering_2 | Feature | Continuous | - | No |
Sub_metering_3 | Feature | Continuous | - | No |
Introductory Paper
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