Sustainability | Free Full-Text | Cluster Analysis of Public Bike Sharing Systems for Categorization


The world inhabitants will attain 9.eight billion by 2050, with elevated urbanization. Biking is among the quickest creating sustainable transport options. With the unfold of public bike sharing (PBS) methods, it is rather essential to know the variations between methods. This text focuses on the clustering of various bike sharing methods around the globe. The shortage of a complete database about PBS methods on the planet doesn’t enable evaluating or evaluating them. Subsequently, step one was to collect knowledge about current methods. The present methods could possibly be categorized by grouping criterions, after which typical fashions could be outlined. Our assumption was that 90% of the methods could possibly be categorized into 4 clusters. We used clustering strategies and statistical evaluation to create these clusters. Nonetheless, our estimation proved to be too optimistic, subsequently, we solely used 4 distinct clusters (public, non-public, blended, different) and the outcomes have been acceptable. The evaluation of the completely different clusters and the identification of their widespread options is the following step of this line of analysis; nonetheless, some common traits of the proposed clusters are described. The result’s a common methodology that would establish the kind of a PBS system.
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