Electricity Load Diagrams 2011-2014

This data set contains electricity consumption of 370 points/clients recorded every 15 minutes from 2011 to 2014.

Associated TasksRegression, Clustering
Data SourceReal
Dataset CharacteristicsTime-Series
Date Donated2015-03-12
Feature TypeReal
LabeledLikely
Missing ValuesNo
NameElectricity Load Diagrams 2011-2014
Number of Features140256
Number of Instances370
SourceUCI Machine Learning Repository
Time SeriesYes

Description

The data set includes electricity consumption data for 370 clients, recorded every 15 minutes with values in kW. To convert these values into kWh, values should be divided by 4. Each column represents one client. Some clients were created after 2011; for those clients, consumption values before creation are considered zero. All time labels correspond to Portuguese local time, with adjustments for daylight saving time where applicable.

The data set was saved as a text file in CSV format using a semicolon (;) as the delimiter. The first column presents date and time as a string in the format 'yyyy-mm-dd hh:mm:ss'. All other columns contain float values indicating consumption in kW. The dataset contains no missing values.

During the daylight saving time changes, peculiarities are noted: in March, the day with only 23 hours has zero consumption values between 1:00 am and 2:00 am for all points; in October, the day with 25 hours aggregates consumption of two hours between 1:00 am and 2:00 am.

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