Data analysis code for the article "Analysis of crowdsourced roughness data reveals the effect of road features on surface conditions" by Christel Sirocchi, Lorenz Cuno Klopfenstein, and Alessandro Bogliolo
Statistical modelling of PPE is performed in statistical_modelling.ipynb
Large scale validation of the SmartRoadSense dataset is performed in large_scale_validation.ipynb
Extracting further knowledge and offering novel interpretations to the SmartRoadSense dataset is done in extract_further_knowledge.ipynb