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Recommendations on Clustering Algorithms to Use for Road Analysis

enter image description hereI would like to ask for recommendations about which clustering algorithm to use to analyze any potential groups/clusters in this road. The dots are representations of many fast-charging stations for electric vehicles, however, I am looking to group them with the least subjectivity possible. I am using GIS tools, so, any recommendation about any potential clustering technique to use is more then welcome. Thanks in advance!