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A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns

A synthetic population is a simplified microscopic representation of an actual population. Statistically representative at the population level, it provides valuable inputs to simulation models (especially agent-based models) in research areas such as transportation, land use, economics, and epidemi...

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Autores principales: Tozluoğlu, Çağlar, Dhamal, Swapnil, Yeh, Sonia, Sprei, Frances, Liao, Yuan, Marathe, Madhav, Barrett, Christopher L., Dubhashi, Devdatt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205447/
https://www.ncbi.nlm.nih.gov/pubmed/37228419
http://dx.doi.org/10.1016/j.dib.2023.109209
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author Tozluoğlu, Çağlar
Dhamal, Swapnil
Yeh, Sonia
Sprei, Frances
Liao, Yuan
Marathe, Madhav
Barrett, Christopher L.
Dubhashi, Devdatt
author_facet Tozluoğlu, Çağlar
Dhamal, Swapnil
Yeh, Sonia
Sprei, Frances
Liao, Yuan
Marathe, Madhav
Barrett, Christopher L.
Dubhashi, Devdatt
author_sort Tozluoğlu, Çağlar
collection PubMed
description A synthetic population is a simplified microscopic representation of an actual population. Statistically representative at the population level, it provides valuable inputs to simulation models (especially agent-based models) in research areas such as transportation, land use, economics, and epidemiology. This article describes the datasets from the Synthetic Sweden Mobility (SySMo) model using the state-of-art methodology, including machine learning (ML), iterative proportional fitting (IPF), and probabilistic sampling. The model provides a synthetic replica of over 10 million Swedish individuals (i.e., agents), their household characteristics, and activity-travel plans. This paper briefly explains the methodology for the three datasets: Person, Households, and Activity-travel patterns. Each agent contains socio-demographic attributes, such as age, gender, civil status, residential zone, personal income, car ownership, employment, etc. Each agent also has a household and corresponding attributes such as household size, number of children ≤ 6 years old, etc. These characteristics are the basis for the agents’ daily activity-travel schedule, including type of activity, start-end time, duration, sequence, the location of each activity, and the travel mode between activities.
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spelling pubmed-102054472023-05-24 A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns Tozluoğlu, Çağlar Dhamal, Swapnil Yeh, Sonia Sprei, Frances Liao, Yuan Marathe, Madhav Barrett, Christopher L. Dubhashi, Devdatt Data Brief Data Article A synthetic population is a simplified microscopic representation of an actual population. Statistically representative at the population level, it provides valuable inputs to simulation models (especially agent-based models) in research areas such as transportation, land use, economics, and epidemiology. This article describes the datasets from the Synthetic Sweden Mobility (SySMo) model using the state-of-art methodology, including machine learning (ML), iterative proportional fitting (IPF), and probabilistic sampling. The model provides a synthetic replica of over 10 million Swedish individuals (i.e., agents), their household characteristics, and activity-travel plans. This paper briefly explains the methodology for the three datasets: Person, Households, and Activity-travel patterns. Each agent contains socio-demographic attributes, such as age, gender, civil status, residential zone, personal income, car ownership, employment, etc. Each agent also has a household and corresponding attributes such as household size, number of children ≤ 6 years old, etc. These characteristics are the basis for the agents’ daily activity-travel schedule, including type of activity, start-end time, duration, sequence, the location of each activity, and the travel mode between activities. Elsevier 2023-05-07 /pmc/articles/PMC10205447/ /pubmed/37228419 http://dx.doi.org/10.1016/j.dib.2023.109209 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Tozluoğlu, Çağlar
Dhamal, Swapnil
Yeh, Sonia
Sprei, Frances
Liao, Yuan
Marathe, Madhav
Barrett, Christopher L.
Dubhashi, Devdatt
A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns
title A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns
title_full A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns
title_fullStr A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns
title_full_unstemmed A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns
title_short A synthetic population of Sweden: datasets of agents, households, and activity-travel patterns
title_sort synthetic population of sweden: datasets of agents, households, and activity-travel patterns
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205447/
https://www.ncbi.nlm.nih.gov/pubmed/37228419
http://dx.doi.org/10.1016/j.dib.2023.109209
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