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 | Demographic | 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 |
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Download
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
4714 views
Citation
Salam,Abdulwahed and El Hibaoui,Abdelaaziz. (2023). Power consumption of Tetouan city. UCI Machine Learning Repository. https://doi.org/10.24432/C5B034.
BibTeX
@misc{misc_power_consumption_of_tetouan_city_849,
author = {Salam,Abdulwahed and El Hibaoui,Abdelaaziz},
title = {{Power consumption of Tetouan city}},
year = {2023},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5B034}
}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.