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K-means clusters for urban and suburban stations. Stations are clustered into four categories. Cluster 1 and 2 locate in urban and the others locate in suburban. The average PM2.5 concentration decreases from cluster 1 to cluster 4. The red lines represent the six ring roads in Beijing.
