See where the numbers come from.

Population Table: States

Department of Statistics Malaysia (DOSM)

Population Table: Administrative Districts

Department of Statistics Malaysia (DOSM)

District population by sex, age and ethnicity. PulseKita uses both-sex, overall-age, overall-ethnicity totals for business market-size stories.

Malaysia State GeoJSON

atifmustaffa/malaysia-geojson

Presentation-only geometry for Malaysia state maps. Statistical values come from their own registered datasets and this reference source must never raise or lower the factual confidence of those metrics.

Administrative District Boundaries

Department of Statistics Malaysia (DOSM)

Simplified district boundary geometry used only for map presentation and navigation. Statistical values continue to come from their own source datasets.

Household Income and Expenditure: Administrative Districts

Department of Statistics Malaysia (DOSM)

District-level mean and median household income, mean expenditure, Gini coefficient and poverty rate. Survey uncertainty should be retained in interpretation.

Quarterly Principal Labour Force Statistics by State

Department of Statistics Malaysia (DOSM)

State Labour Force Survey estimates covering labour-force size, employment, unemployment, participation and unemployment rates.

Poverty by State

Department of Statistics Malaysia (DOSM)

Absolute, hardcore and relative poverty rates by state. Long-run comparisons should retain changes in poverty-line methodology and survey context.

Household Income and Expenditure: States

Department of Statistics Malaysia (DOSM)

State mean and median household income, mean expenditure, Gini coefficient and poverty rate.

TFR and ASFR by State

Department of Statistics Malaysia (DOSM)

Total and age-specific fertility rates by state, derived from registered births and DOSM population denominators.

Annual Real GDP by State & Economic Sector

Department of Statistics Malaysia (DOSM)

Real GDP at constant 2015 prices by state and major economic sector. W.P. Putrajaya is subsumed under W.P. Kuala Lumpur and Supranational output is not attributable to one state.

Crop Area and Production by State

Ministry of Agriculture and Food Security / Department of Agriculture / Department of Statistics Malaysia

State crop planted area and production by crop group. W.P. Putrajaya has no commercial-agriculture observation in this dataset.

Crop Production by District

Ministry of Agriculture and Food Security / Department of Agriculture / Department of Statistics Malaysia

Crop production by administrative district, crop type and species. Districts with zero agricultural activity are omitted from the official dataset.

Domestic Tourism Survey (States) 2025

Department of Statistics Malaysia (DOSM)

State domestic visitor arrivals, trips, receipts, spending patterns and average length of stay from DOSM's Domestic Tourism Survey.

Annual Deaths by State

National Registration Department (JPN) / Department of Statistics Malaysia (DOSM)

Registered deaths by usual state of residence with crude death rates per 1,000 population. Crude rates are affected by population age structure.

Hospital Beds by State and Hospital Type

Ministry of Health Malaysia

Active public-sector hospital beds by state, district and hospital type. This does not represent all private-sector healthcare capacity.

Healthcare Staff by State and Staff Type

Ministry of Health Malaysia

Active public-sector doctors, nurses, community nurses and dentists by state. The dataset does not include the full private-sector healthcare workforce.

Hebatkan Perniagaan Malaysia 2026 · Financing Catalogue

Ministry of Entrepreneur Development and Cooperatives (KUSKOP)

Cross-agency financing catalogue covering SME Corp, SME Bank, TEKUN, AIM, SKM, KUSKOP and other entrepreneur financing. Programme terms can change.

Cradle CIP SPARK & CIP SPRINT

Cradle Fund

CIP SPARK supports early-stage technology development up to RM150,000; CIP SPRINT supports technology commercialisation up to RM600,000.

Bumiputera Expansion and Catalyst Fund (BECF)

TERAJU

RM1 billion annual fund framework with financing up to RM10 million per company; eligibility conditions apply.

Domestic Investment Accelerator Fund · ESG Adoption

Malaysian Investment Development Authority (MIDA)

50:50 matching grant for eligible Malaysian-owned SMEs/MTCs adopting ESG practices, maximum reimbursable RM500,000.

Market Development Grant (MDG)

Malaysia External Trade Development Corporation (MATRADE)

Reimbursable export-promotion grant with a lifetime limit of RM300,000 for eligible applicants.

INSKEN Entrepreneur Training & Coaching Programmes

Institut Keusahawanan Negara (INSKEN)

Capacity-building directory spanning entrepreneurship basics, industry, digital skills, product development and coaching.

Malaysia Digital Status

Malaysia Digital Economy Corporation (MDEC)

Malaysia Digital Status companies receive facilitation, ecosystem support and access to applicable incentives; 4,469 companies were listed as of Q2 2026.

Profile of MSMEs in 2015–2025

SME Corp. Malaysia / DOSM

Malaysia had 1,292,580 MSMEs in 2025, representing 96.2% of establishments; microenterprises accounted for 77.4%.

PENJANA Business Recovery & Financing Archive

Ministry of Finance Malaysia / LAKSANA

Historical only. PENJANA SME Financing had 7,387 approved applications worth RM1.387 billion as of 9 Apr 2021; current programme matching must not use this archive.

Approved Investment Statistics · January–June 2026

Malaysian Investment Development Authority (MIDA)

Approved-investment pipeline by economic sector, selected manufacturing industries and published leading state destinations. Approved investment is not equivalent to realised FDI or local sales.

Malaysia Trade Performance · August 2026

Malaysia External Trade Development Corporation (MATRADE)

National export demand by major goods and trading markets. It should not be interpreted as state, district or individual-business export performance.

Business Demography 2025

Department of Statistics Malaysia (DOSM)

Tracks active enterprises, enterprise births, deaths and five-year survival. Five-year survival rates compare different birth cohorts across releases.

Economic Census 2023 · Establishment Statistics

Department of Statistics Malaysia (DOSM)

State establishment totals, sector totals and DOSM's published top-15 services districts. Establishments are operating economic units, not company registrations or exact competitor counts.

Economic Census 2023 · Food & Beverage Services

Department of Statistics Malaysia (DOSM)

State-level establishment counts for food services, event catering and beverage services. Useful for category supply/density, not a direct measure of customer demand.

Economic Census 2023 · Wholesale & Retail Trade

Department of Statistics Malaysia (DOSM)

State-level establishment counts combine wholesale trade, retail trade and motor-vehicle trade/repair. Do not treat the total as a shop-only or workshop-only competitor count.

Economic Census 2023 · Private Health & Social Work

Department of Statistics Malaysia (DOSM)

State-level private health and social-work establishment counts. The category includes multiple healthcare and care activities, so it is broader than clinics alone.

Commercial Building Occupancy and Space Availability Report H1 2026

National Property Information Centre (NAPIC) / JPPH

State availability rates for privately owned purpose-built offices and shopping complexes. Availability is a supply-pressure signal and should not be interpreted as an asking-rent series.

Klang Valley Shopping Centre Rental Index Q1-Q2 2026P

National Property Information Centre (NAPIC) / JPPH

Average shopping-centre rents and rental indices for Klang Valley, Kuala Lumpur and Selangor. Not a street-shop or individual mall asking-rent dataset.

Commercial Property Transactions · H1 2025

National Property Information Centre (NAPIC) / JPPH

PulseKita uses the official state totals for commercial-property transaction count and value. This is property-market activity, not retail or customer spending.

Commercial Transactions by State, District, Type & Price Range

National Property Information Centre (NAPIC) / JPPH

Official interactive view for commercial transactions by state, district, property type and price range. PulseKita links to it rather than scraping the embedded visualisation.

Commercial Property Market Status by District

National Property Information Centre (NAPIC) / JPPH

Useful for local commercial property status after state and district screening. Keep separate from customer-demand indicators.

Enrolmen pelajar UA mengikut bidang pengajian

Ministry of Higher Education Malaysia

Official archived public-university enrolment by field of study. Historical source only; do not present as current 2026 enrolment.

Enrolmen Pelajar TVET di UA, Politeknik dan Kolej Komuniti

Ministry of Higher Education Malaysia

Official KPT historical TVET enrolment covering public universities, polytechnics and community colleges from 2010 to 2020.

Enrolmen pelajar peringkat sarjana muda bagi program berkaitan kejuruteraan

Ministry of Higher Education Malaysia

Public-university undergraduate enrolment for engineering-related programmes. Historical series only. Source schema: INSTITUSI, PROGRAM, 2016–2020.

Taburan graduan mengikut jenis IPT, bidang pengajian utama dan jantina

Ministry of Higher Education Malaysia

Graduate Tracer Study distribution by institution type, main field and sex. Historical survey snapshot.

Historical Graduate Tracer Study employment by field

Ministry of Higher Education Malaysia

Multiple KPT Graduate Tracer Study tables break employment status down by qualification and field. Survey population/response definitions must be audited before publishing outcome comparisons.

Lecturers in Public Universities by Citizenship & Sex

Ministry of Higher Education Malaysia

Administrative public-university academic-staff counts with university, state, citizenship and sex breakdowns.

Archived KPM Primary & Secondary School Lists

Ministry of Education Malaysia

Archived school-level lists explicitly describe detailed school types such as SK, SJKC, SJKT and secondary-school categories. Prefer this source for type-specific historical stories rather than assuming the current district aggregate preserves the same granularity.

SEKOLAH DLP KPM

Ministry of Education Malaysia

Official archived list of KPM schools implementing DLP as at 31 Mar 2022. Keep separate from current MOE 2025 administrative datasets.

Bilangan Guru Mengajar Fizik Mengikut Negeri

Ministry of Education Malaysia

Official archived state count of teachers teaching Physics as at 31 May 2022. Historical snapshot only.

TVET ILKA salary and occupation-skill trends

Ministry of Higher Education Malaysia

Chapter 11 publishes TVET ILKA salary bands by qualification and occupation skill-level trends. Salary tables use working respondents; nominal bands are not inflation-adjusted.

POLYCC graduate job-field match

Department of Polytechnic and Community College Education (JPPKK)

Job-field match is working graduates employed in their field of study or an equivalent qualification area divided by all working graduate respondents. 2024 is provisional through September.

TVET Graduate Tracer Study outcomes, 2023

Ministry of Higher Education Malaysia

Tables 7.3, 7.7, 7.8, 7.9 and 7.10 provide TVET graduate status, employment form, position stability, employment-sector composition and reasons for not working. Entrepreneur includes self-employed, freelance and employer; employment-sector tables use working graduates as the denominator.

Graduate occupation skill level by qualification

Ministry of Higher Education Malaysia

Tables 12c and 12d classify employed first-degree and diploma respondents aged 30 and below into skilled, semi-skilled and low-skilled occupation levels.

Malaysian graduate employment status by field of study

Ministry of Higher Education Malaysia

Table 7.4 reports working, further-study, upskilling, waiting-for-placement and not-working shares for Malaysian graduates across fields of study.

Graduate Tracer Study salary-band trends

Ministry of Higher Education Malaysia

Salary distributions are among employed respondents and are nominal. They are not current salary guarantees or all-graduate medians.

Diploma graduate status by main field of study, 2016

Ministry of Higher Education Malaysia

Table 3.5.1 reports working, further study, upskilling, waiting for placement and not-working shares for diploma respondents across five main fields of study. Historical survey evidence, not a current forecast.

Graduate Employability Trend 2016–2020

Ministry of Higher Education Malaysia

MOHE graduate employability includes working, continuing study, improving skills, and waiting for job placement. It must not be relabelled as the employment rate.

Quarterly Skills-Related Underemployment by Sex

Department of Statistics Malaysia (DOSM)

Employed individuals with tertiary education working in semi-skilled or low-skilled jobs. This is not a fresh-graduate employment rate.

Graduate Tracer Study: diploma monthly income by main field of study

Ministry of Higher Education Malaysia

Historical Graduate Tracer Study table of diploma graduates by monthly income band and main field of study. Survey snapshot, not current salary data.

Graduate Tracer Study: diploma employment status by main field of study

Ministry of Higher Education Malaysia

Historical Graduate Tracer Study table for public-university diploma graduates by employment status and main field of study.

Graduate Tracer Study: when first-degree graduates began searching for first job

Ministry of Higher Education Malaysia

Historical tracer-study distribution of when first-degree graduates started actively searching for their first job, by sex and institution type.

Annual Budget Allocation for the Ministry of Education

Ministry of Finance Malaysia

Budget-book allocations, not actual expenditure. Includes top-level operating and development expenditure plus detailed operating categories.

Enrolment in Government Schools by District

Ministry of Education Malaysia

EMIS administrative enrolment for primary, secondary and post-secondary (Form 6) government schools, with state, district and sex breakdowns.

Teachers in Government Schools by District

Ministry of Education Malaysia

Primary and secondary government-school teacher counts from EMIS. Can be joined to enrolment for administrative student-to-teacher ratios.

Public Education Institutions by District

Ministry of Education Malaysia

School-level EMIS counts by stage and school type. PulseKita can combine this with enrolment to study system scale, while avoiding claims about class size.

School Completion Rates by State

Ministry of Education Malaysia

Government-school completion rates can exceed 100% because of repeaters and cross-state transfers. Latest open-data year is 2022.

Daily Public Transport Ridership

Prasarana Malaysia / KTMB / Ministry of Transport

Audited headline ridership for major bus and rail services. Counts trips, not unique passengers; service start dates vary.

Monthly KTMB Ridership

Keretapi Tanah Melayu Berhad (KTMB) / Ministry of Transport

The five KTMB services begin at different dates because the Integrated Ticketing System was rolled out in phases. Ridership measures trips, not unique passengers.

Annual Live Births by State

National Registration Department / Department of Statistics Malaysia

State refers to the mother's usual residence, not the physical place where the baby was delivered. Data is based on births registered with JPN.

Number of Households and Living Quarters by State

Department of Statistics Malaysia (DOSM)

Census years use adjusted census counts; intervening years are intercensal estimates. Living quarters also include empty dwellings.

Monthly Vehicle Registrations by Vehicle and Fuel Type

Road Transport Department (JPJ)

Car Registration Transactions

Road Transport Department (JPJ)

Hundreds of thousands of rows per year. PulseKita now includes an offline streaming aggregation pipeline: npm run data:aggregate:jpj-cars.

PriceCatcher Transactional Records

Ministry of Domestic Trade (KPDN) / DOSM

More than one million records per month. PulseKita now includes a streaming state/item aggregation pipeline. Use PriceCatcher for item/location price stories, not as a substitute for CPI inflation analysis.

Monthly CPI by Division

Department of Statistics Malaysia (DOSM)

Monthly CPI by State & Division

Department of Statistics Malaysia (DOSM)

State CPI uses a 2010=100 base. Cross-state index levels represent movement relative to each state's base basket, not absolute cost-of-living levels.

Annual Real GDP & GNI

Department of Statistics Malaysia (DOSM)

Monthly Principal Labour Force Statistics

Department of Statistics Malaysia (DOSM)

Household Income by State

Department of Statistics Malaysia (DOSM)

Long-run HIES series. PulseKita's state race starts in 1976, the first survey year covering Sabah and Sarawak as well as Peninsular Malaysia. Values are nominal and not inflation-adjusted.

Malaysia Olympic Medal Records

International Olympic Committee (IOC)

PulseKita keeps a reviewed medal snapshot by Games, sport and medal colour. It is intentionally curated rather than scraped from a changing presentation layer.

RIM 2024 Year-in-Review

Recording Industry Association of Malaysia (RIM)

Official review with music-industry revenue, growth metrics, weekly chart-show station audiences and named streaming highlights. PulseKita preserves the source's definitions and does not infer stream counts where none are published.

Annual CPI by Division (2-digit)

Department of Statistics Malaysia (DOSM)

National CPI index, base 2010=100. PulseKita uses the overall series for long-run inflation and purchasing-power nostalgia stories.

Malaysian national-car launch price milestones

Proton + reviewed automotive archives

Selected entry/base launch prices only. These are nominal prices and are not like-for-like across safety standards, equipment, taxes or vehicle segments.

Malaysia annual car registration rankings · JPJ-derived archive

paultan.org

Used only as a reviewed secondary historical aggregation beside official JPJ/data.gov.my registration data. PulseKita does not treat it as a replacement for the primary JPJ source.

Car Registration Transactions

Road Transport Department (JPJ) / data.gov.my

Each row is one JPJ car-registration transaction. Registration is not identical to manufacturer sales or purchases.

Employee Wages Statistics (Formal Sector)

Department of Statistics Malaysia (DOSM)

Administrative-data formal-sector statistics. Do not interpret as covering all workers or household income.

Malaysian House Price Index 2025

National Property Information Centre (NAPIC)

2025 values are preliminary where NAPIC labels them 2025P. Average prices are not the same as asking prices or affordability measures.

Forbes Malaysia Rich List

Forbes

Forbes net worth figures are source-date estimates based on public holdings, private-company comparisons, market prices and exchange rates. PulseKita treats them as estimates and never mixes them with company market cap or revenue.

MY E.G. Services Berhad Annual Report 2022

MY E.G. Services Berhad

Provides MYEG Over-the-Counter Highlights for Immigration and Road Tax counters covering 2020–2022.

MY E.G. Services Berhad Annual Report 2024

MY E.G. Services Berhad

Provides overlapping MYEG Over-the-Counter Highlights for Immigration and Road Tax counters covering 2022–2024.

Zetrix AI Berhad Annual Report 2025

Zetrix AI Berhad

Audited group financial statements plus management discussion. PulseKita keeps audited revenue tables separate from management narrative about blockchain and AI growth.

Malaysia listed-company market capitalisation history

CompaniesMarketCap

Used for a curated set of large Malaysian listed companies. Market cap is equity market value, not revenue, profit, enterprise value or personal net worth. This is not an exhaustive Bursa Malaysia ranking.

Fortune Malaysia company rankings

Fortune

Company revenue is kept separate from profit, market value and personal net worth. Petronas uses the Fortune Global 500 profile while listed Malaysian peers use Southeast Asia 500 profiles.

Malaysia music certification thresholds

Recording Industry Association of Malaysia (RIM) historical standards summary

RIM's current membership page confirms member labels submit monthly and annual sales statistics. The historical threshold table is preserved as a standards timeline and should not be treated as current certification policy without re-verification.

Malaysia blockbuster album sales · reported historical milestones

Multiple published Malaysian sources

Not an official RIM all-time ranking. PulseKita stores per-album source provenance and confidence, treats 'more than' claims as lower bounds, and does not mix album-unit sales with cumulative artist sales or certification counts.

IFPI Global Music Report 2018 · Malaysia

IFPI / Recording Industry Association of Malaysia (RIM)

Malaysia table includes annual recorded-music trade value and physical, digital, performance-rights and synchronisation revenue. Keep separate from RIM's broader 2023–2024 industry-revenue metric because the published scopes differ.

Anugerah Industri Muzik (AIM)

Recording Industry Association of Malaysia (RIM) / AIM

PulseKita treats AIM award periods as an ordered historical series rather than assuming one ceremony every calendar year. Album Terbaik and Lagu Terbaik histories are extended through AIM25 using current post-event reporting.

Anugerah Juara Lagu (AJL)

TV3 Malaysia / Media Prima

PulseKita keeps complete finalist lineups for AJL1–AJL40 plus the champion spine, with performer, composer and lyricist credits where the reviewed source identifies them. Early AJL1/AJL2 lineups are reconstructed from contemporaneous/historical monthly-winner records; a few early credit fields remain intentionally blank rather than inferred. Recent editions are cross-checked against TV3/Media Prima coverage, and AJL40 uses TV3 official post-final coverage.

FINAS Film Industry Statistics

National Film Development Corporation Malaysia (FINAS)

Official high-value entertainment source, but not currently exposed as a stable machine-readable CSV/API. Keep a reviewed snapshot rather than brittle scraping.

Wajib Tayang Box Office

National Film Development Corporation Malaysia (FINAS)

FINAS says the source is refreshed twice daily, but the public presentation is a web/PDF workflow rather than a stable open-data endpoint.

Price of Petroleum & Diesel

Ministry of Finance Malaysia

Includes structural policy breaks, including separate Peninsular/East Malaysia diesel pricing from June 2024 and separate RON95 subsidy series from September 2025.

Monthly Exchange Rates

Bank Negara Malaysia (BNM)

Monthly Usage of Payment Systems

Bank Negara Malaysia (BNM)

Monthly Usage of Payment Channels

Bank Negara Malaysia (BNM)

Overnight Policy Rate (OPR)

Bank Negara Malaysia (BNM)

BNM OpenAPI requires the versioned Accept header. PulseKita includes a materializer that stores policy-rate change events as compact JSON.

Crimes by District & Crime Type

Royal Malaysia Police (PDRM) / Department of Statistics Malaysia (DOSM)

Official PDRM/DOSM district-level crime records. PulseKita keeps absolute counts separate from population-adjusted risk measures and preserves the source definition of recorded crime.

SPRM Enforcement Statistics

Suruhanjaya Pencegahan Rasuah Malaysia (SPRM)

PulseKita keeps investigation papers, arrests, charges and convictions as distinct legal stages and records source discrepancies instead of collapsing them into a single corruption-case count.

HASiL Direct Tax & Compliance Intelligence

Lembaga Hasil Dalam Negeri Malaysia (HASiL)

Used for direct-tax collection, e-Invoice compliance and audit/investigation stories. Administrative assessments, audits, investigations and court outcomes remain separate concepts.

Formula 1 Sepang Circuit Guide & Historical Results

Formula One World Championship Limited

First-party Formula 1 circuit guide and official historical results used for Sepang race-result and circuit-statistic stories.

Population, total (SP.POP.TOTL)

World Bank