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4 changes: 2 additions & 2 deletions README.md
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# Feature-Based Clustering of Psychological Time Series

[![License: CC BY 4.0](https://img.shields.io/badge/License-CC_BY_4.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
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Welcome to the GitHub Repository for the 'Migration Trajectories' Project.
Welcome to the GitHub Repository for the 'Migration Trajectories' Project. This repository accompanies the publication "_A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series_" in [Multivariate Behavioral Research](https://www.tandfonline.com/toc/hmbr20/current).

This repository brings together the full manuscript (synchronized from Overleaf) as well as all data sets and their analysis markdown files (syncronized from a local RStudio instance in RMarkdown files).

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### Import the raw data

We begin by importing the raw data as well as the variable meta data. Both of these data files are available as part of <a href="https://osf.io/j8dzv/?view_only=c765efa51e6545e588b29999611eb789" target="_blank">our OSF repository</a>. To ensure the privacy and confidentiality of the study participants, we took a number of steps to pre-process the data:
We begin by importing the raw data as well as the variable meta data. Both of these data files are available as part of <a href="https://doi.org/10.17605/OSF.IO/J8DZV" target="_blank">our OSF repository</a>. To ensure the privacy and confidentiality of the study participants, we took a number of steps to pre-process the data:

- consistent naming
- key variables only (participant privacy)
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If you would like to explore the different alternative models, you can follow the following link:

<div class="d-flex justify-content-center">
<a class="btn btn-primary btn-lg" href="https://jannis-kreienkamp.shinyapps.io/tsFeatureClustR/" target="_blank" role="button">To the Web App</a>
<a class="btn btn-primary btn-lg" href="https://tsfeatureclustr.shinyapps.io/webapp/" target="_blank" role="button">To the Web App</a>
</div>


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