BUSINESS · LOCAL MARKET · MALAYSIA
Zoom in from state to district.
Use official district population and HIES data to narrow the local market before researching competitors, rent and footfall.
LOCAL MARKET · JOHOR BAHRU
What should you notice about Johor Bahru before going street-level?
District data is a useful narrowing layer between a state and a real trading catchment. Start with population, household income, spending and vulnerability, then research rent, competitors and footfall locally.
HOW TO READ THIS
Administrative districts can contain very different towns and neighbourhoods. PulseKita uses this layer to narrow the search; a location decision still needs local competitor, rent, travel-time and footfall research.
JOHOR BAHRU · LOCAL SIGNAL BOARDMarket size, household economics and social context.
Population
#1of 10 in Johor#3 nationally
2026 · DOSM population estimate
Median household income
#1of 10 in Johor#6 nationally
2024 · gross monthly household income
Mean household expenditure
#1of 10 in Johor#5 nationally
2024 · mean monthly household expenditure
Poverty rate
Share of households below the applicable Poverty Line Income. Lower/higher is descriptive here, not a business score.
Gini coefficient
Higher values indicate greater household-income inequality. This is context for market segmentation, not a verdict.
JOHOR · DISTRICT SHELFCompare local markets inside the same state.
POPULATION1.83M#1 in state
MEDIAN INCOMERM 8,977#1 in state
EXPENDITURERM 6,764#1 in state
POPULATION513.4K#2 in state
MEDIAN INCOMERM 7,555#3 in state
EXPENDITURERM 5,153#4 in state
POPULATION354.2K#3 in state
MEDIAN INCOMERM 8,406#2 in state
EXPENDITURERM 6,254#2 in state
POPULATION336.4K#4 in state
MEDIAN INCOMERM 6,158#8 in state
EXPENDITURERM 4,748#8 in state
POPULATION325K#5 in state
MEDIAN INCOMERM 7,334#4 in state
EXPENDITURERM 5,541#3 in state
POPULATION235.9K#6 in state
MEDIAN INCOMERM 6,284#7 in state
EXPENDITURERM 4,949#5 in state
POPULATION203.8K#7 in state
MEDIAN INCOMERM 6,451#5 in state
EXPENDITURERM 4,870#6 in state
POPULATION177.8K#8 in state
MEDIAN INCOMERM 5,685#9 in state
EXPENDITURERM 4,856#7 in state
POPULATION168.9K#9 in state
MEDIAN INCOMERM 6,374#6 in state
EXPENDITURERM 4,673#9 in state
POPULATION81.7K#10 in state
MEDIAN INCOMERM 5,335#10 in state
EXPENDITURERM 4,274#10 in state
ORIGINAL DISTRICT STORIESWatch the underlying national rankings.
WHAT THIS STILL DOES NOT KNOW
A district is closer to the market, but it is still not the catchment.
Administrative districts can contain very different towns and neighbourhoods. A client-grade location report still needs local competitors, commercial rent, actual travel time, footfall and category-specific demand.
PulseKita now has a stronger evidence base for narrowing the search: state → district → then local commercial research.