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References Bose, A., & Kim, B. (2025). Graph-based approach for industrial market segmentation using financial transaction network structure and firm’s attribute. IEEE Access , 13, 16394– 16412. https://doi.org/10.1109/ACCESS.2025.3529865 Blondel, V. D., Guillaume, J.-L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment , 2008 (10), P10008. https://doi.org/10.1088/1742-5468/2008/10/P10008 GeeksforGeeks. (2025, April 15). Page rank algorithm and implementation . GeeksforGeeks. https://www.geeksforgeeks.org/python/page-rank-algorithm-implementation/ Grover, R., & Srinivasan, V. (1987). A latent class probabilistic model for market structure analysis. Marketing Science , 6 (4), 380–392. DOI or URL Kim, H. K., Kim, J. K., & Chen, Q. Y. (2012). A product network analysis for extending the Market Basket Analysis. Expert Systems with Applications , 39 (8), 7403–7410. https://doi.org/10.1016/j.eswa.2012.01.066 SafeGraph. (2021). Google colab . https://colab.research.google.com/drive/16eBT1dqnUK76GnBMgPMY5rJO4vBD2gdQ? usp=sharing#scrollTo=rtvE83DiceD-

SafeGraph. (2022). Global Places (POI) & Geometry [Dataset]. Dewey Data. https://doi.org/10.82551/SMXB-1K04

SafeGraph. (2022). Spend Patterns [Dataset]. Dewey Data. https://doi.org/10.82551/NSF5-R186 SafeGraph. (n.d.-a). Spend: Safegraph Docs. https://docs.safegraph.com/docs/spend#privacy

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