Q: Where should I open my first cafe?
Recently, retail manager of a listed company posed us that question. We went back and look at the data on where do people do their business?
On high level, we see businesses concentrated on Bukit Bintang, KLCC, Selayang, PJ and Subang Jaya. When we zoomed in we saw new up coming places that might not be noticeable if you don’t live or work in the areas.
This chart has 10k data ppoints including amenities, eateries, malls and public transport.
We wanted to know which area has the highest business density in klang valley and how do business density affect price and rental of the properties and by how much. Anyway, those are the areas where the jobs are. Wherever there are jobs there always be demand for housing. Isn’t it?