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Purpose — The purpose of this study is to establish key areas in the city of Kuala Lumpur using alternative method, describe main activities that can be done within the city and identify the best places to open a Café within the vicinity.

Design/methodology/approach — The study employed publicly available data of government clinics and private hospitals around Kuala Lumpur. The data analysis of this study was supported mainly by Foursquare API, pandas, scikit-learn and folium packages. The number of K for clustering was analyzed and identified using a combination of “elbow” method, silhouette score and sum of squared error.

Azrul Ihsan

Data Science enthusiasts with background in Accounting and Finance. Finance and Transformation Manager.

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