Who lives near the shop? Income, age, office workers and expats

Public data gets you most of the way. OpenDOSM publishes household income by district, and the Census 2020 tables on DOSM's Kawasanku dashboard and MyCensus give population, age and citizenship. None of it goes down to the street, so finish on site: housing type and price, the cars in the car park, and what the busiest neighbours charge. Ground-floor rent is a useful shortcut, because shops in high-spending areas are bid up.

DOSM's Household Income Survey is the official source. In 2022 the national median household income was RM 6,338, and Kuala Lumpur had the highest state median at RM 10,234 (DOSM, Household Income Survey Report 2022). OpenDOSM's district dataset gives mean and median income by administrative district from 2019 to 2024; DOSM's MySubNasional page, for example, lists Petaling's 2024 median at RM 10,688.

Two limits matter. A district is far larger than a shop's catchment, and income is counted where the household lives, not where it works. So a hub full of office workers can look average on paper and still have strong weekday spending.

Combine the income figure with what you can see:

• Housing type and price around the hub: bungalows and high-end condominiums, or flats
• The cars parked in the evening
• Price points of the busiest restaurants and cafés on the row
• Whether premium neighbours (specialty coffee, aesthetic clinics, international dining) have lasted more than two years
• Ground-floor rent level for the hub

Rent is a fair proxy, because brands bid more where customers spend more. Median asking rents per sq ft for ground-floor shops in our areas:

At hub level, Bangsar Baru (Jalan Telawi) asks RM 18,000 to RM 25,000 a month and Sri Hartamas RM 12,000 to RM 18,000. Source: MCE analysis of recent portal adverts, Nov 2026: last 6 months, shop types only, bait and duplicate adverts removed, middle half of asking prices. The full table is on our shop rent index.

The MyCensus 2020 mukim tables give age groups, and Kawasanku shows Census 2020 profiles by district and parliamentary seat. On the ground, look for schools and kindergartens (young families), colleges (students), and clinics, pharmacies and morning markets busy with older residents. Mature townships built in the 1980s and 1990s often have an older core with younger families moving into newer condominiums nearby.

No public table counts office workers per hub. Estimate it:

1. List office towers and shop-offices within a 10 minute walk.
2. Check occupancy: lit floors at night, cars in office car parks on weekdays.
3. Count people on the street from 12pm to 2pm on a weekday against the same slot on Saturday.
4. Watch delivery riders collecting at lunch.

A big weekday lunch peak with a quiet Saturday means the hub leans on offices. Plan your trade around it, or pick a hub with residents too.

Census 2020 found 2.7 million non-citizens, 8.3% of Malaysia's population (DOSM, Census 2020 key findings by administrative district, which includes a citizenship section). For a single hub, look at the signs: international schools, embassies, serviced residences, international supermarkets and menus in several languages. Our hub pages note expatriate families in Mont Kiara and expat diners in Sri Hartamas and Bangsar Baru. Expatriates are only part of the picture; the high-income locals around them usually spend more in total.

A premium brand needs four things at once:

Big brands pay more in hot areas for a reason; see why big brands pay more rent. Score two candidate hubs with the site scorecard, which includes customer spending power.