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modified on 2019-12-01, 06:24 These materials include the air quality dataset in Beijing and the MATLAB codes of three clustering algorithms (k-means, BBAC_I, BCAT_I), which can be used to reproduce the results in the paper "An overview of clustering methods for geo-referenced time series from one-way clustering to co- and tri-clustering".