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. 2021 Feb 26;11:4806. doi: 10.1038/s41598-021-84198-6

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© The Author(s) 2021

Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Comparison of predicted frequency of movements by distance (kilometres) between pairs of locations for each model type, based on journey to work Census data. Black points show the raw movement frequencies that were used to train each model. Coloured points show the resulting model predictions. Movement frequency and distance are shown on a log-scale to better highlight differences between model predictions. This figure was produced using the R³³ package ggplot2³⁴.