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ElectricityLoadDiagrams20112014 Data Set
Download: Data Folder, Data Set Description

Abstract: This data set contains electricity consumption of 370 points/clients.

Data Set Characteristics:  


Number of Instances:




Attribute Characteristics:


Number of Attributes:


Date Donated


Associated Tasks:

Regression, Clustering

Missing Values?


Number of Web Hits:



Artur Trindade, artur.trindade '@', Elergone, NORTE-07-0202-FEDER-038564
Data type: TS
Task: regression, clustering
Number of Instances (records in your data set):370
Number of Attributes (fields within each record):140256

Data Set Information:

Data set has no missing values.
Values are in kW of each 15 min. To convert values in kWh values must be divided by 4.
Each column represent one client. Some clients were created after 2011. In these cases consumption were considered zero.
All time labels report to Portuguese hour. However all days present 96 measures (24*4). Every year in March time change day (which has only 23 hours) the values between 1:00 am and 2:00 am are zero for all points. Every year in October time change day (which has 25 hours) the values between 1:00 am and 2:00 am aggregate the consumption of two hours.

Attribute Information:

Data set were saved as txt using csv format, using semi colon (;).
First column present date and time as a string with the following format 'yyyy-mm-dd hh:mm:ss'
Other columns present float values with consumption in kW

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