Power Consumption of Tetouan City
Donated on 8/13/2023
This dataset is related to power consumption of three different distribution networks of Tetouan city which is located in north Morocco.
Dataset Characteristics
Multivariate, Time-Series
Subject Area
Social Science
Associated Tasks
Regression
Feature Type
Real, Integer
# Instances
52417
# Features
6
Dataset Information
Has Missing Values?
No
Introductory Paper
Comparison of Machine Learning Algorithms for the Power Consumption Prediction : - Case Study of Tetouan city –
By A. Salam, A. E. Hibaoui. 2018
Published in International Renewable and Sustainable Energy Conference
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| DateTime | Feature | Date | Each ten minutes | no | |
| Temperature | Feature | Continuous | Weather Temperature of Tetouan city | no | |
| Humidity | Feature | Continuous | Weather Humidity of Tetouan city | no | |
| Wind Speed | Feature | Continuous | Wind speed of Tetouan city | no | |
| general diffuse flows | Feature | Continuous | general diffuse flows | no | |
| diffuse flows | Feature | Continuous | diffuse flows | no | |
| Zone 1 Power Consumption | Target | Continuous | power consumption of zone 1 of Tetouan city | no | |
| Zone 2 Power Consumption | Target | Continuous | power consumption of zone 2 of Tetouan city | no | |
| Zone 3 Power Consumption | Target | Continuous | power consumption of zone 3 of Tetouan city | no |
0 to 9 of 9
Dataset Files
| File | Size |
|---|---|
| Tetuan City power consumption.csv | 4 MB |
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Download (1.3 MB)
Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset power_consumption_of_tetouan_city = fetch_ucirepo(id=849) # data (as pandas dataframes) X = power_consumption_of_tetouan_city.data.features y = power_consumption_of_tetouan_city.data.targets # metadata print(power_consumption_of_tetouan_city.metadata) # variable information print(power_consumption_of_tetouan_city.variables)
1 citations
15003 views
Citation
Salam, A. & El Hibaoui, A. (2018). Power Consumption of Tetouan City [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5B034.
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Keywords
Creators
Abdulwahed Salam
Sallam.ye@yahoo.com
Abdelmalek Essaadi University
Abdelaaziz El Hibaoui
hibaoui@uae.ma
Abdelmalek Essaadi University
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.