PULSEKITA · SOURCE ROADMAP

What can we ingest automatically — and what still needs report extraction?

Every source keeps its publisher, access method and caveat. A machine-readable dataset can become a live adapter; a report remains curated until the publisher exposes a stable data feed.

Public Intelligence Browse stories Housing project intelligence Land intelligence

SOURCE COVERAGE · PULSEKITA

How much of the intelligence layer can be refreshed automatically?

Machine-readable feeds can support repeatable ingestion. Structured web and reports still need parsers, review or manual extraction, so PulseKita keeps access method visible beside every source.

MACHINE-READABLE7CSV / API source familiesBest candidates for repeatable automated refresh

STRUCTURED WEB5official web sourcesUsable with maintained parsers and source checks

REPORT / MANUAL5published reportsRemain curated until a stable feed is available

SOURCE DOMAINS817 verified sources mappedNo restricted sources currently mapped

HOW TO READ THIS

Machine-readable does not mean error-free, complete or current. Every adapter still needs schema checks, freshness tracking and source-specific caveats before the data becomes a PulseKita story.

AI / LLM

1 verified source

Malaysia Digital Economy Corporation (MDEC)REPORT / MANUAL

Malaysia Digital / AI ecosystem releases

Useful for official AI-economy ecosystem counts. Not a clean national LLM-usage dataset; model/provider usage will require report or platform-specific sources.

Open source ↗

Telcos & Internet

3 verified sources

MCMC via data.gov.myAUTO · CSV/API

Cellular Subscribers by Plan Type

Open CSV/Parquet. Counts subscriptions, not unique people; a person may hold multiple subscriptions.

Cadence: annual · Open source ↗

DOSM via data.gov.myAUTO · CSV/API

Internet Usage by State & Strata

Official ICTHS survey of individuals aged 15+; latest source covers 2025.

Cadence: annual · Open source ↗

DOSM via data.gov.myAUTO · CSV/API

Household Access to Internet by State & Strata

Official ICTHS household-access series through 2025. Measures households with Internet access, not individual usage or subscriptions.

Cadence: annual · Open source ↗

Social Media

1 verified source

MCMCREPORT / MANUAL

Hand Phone Users Survey 2021

Official survey with social-networking activity measures. Suitable for curated historical social-media behaviour, not live platform user counts.

Open source ↗

Telekom Malaysia

1 verified source

Telekom Malaysia BerhadSTRUCTURED WEB

TM Integrated Annual Report 2025

Official corporate metrics including fixed-broadband subscribers, fibre footprint, data centres, customers and financials.

Cadence: annual · Open source ↗

Land / JKPTG

3 verified sources

Jabatan Ketua Pengarah Tanah & Galian PersekutuanSTRUCTURED WEB

Official catalogue updated 1 Oct 2026. Lists CSV/XLSX datasets for strata titles, federal land, land acquisition, one-day ownership transfer, survey applications, estates and Special Buildings. PulseKita stores the catalogue separately from the historical strata baseline.

Open source ↗

Jabatan Ketua Pengarah Tanah & Galian PersekutuanREPORT / MANUAL

Strata Registration Infographics 2020-2021

Official year-end state-by-state cumulative registered strata-title parcel counts. PulseKita preserves a two-parcel discrepancy between the 2021 state-row sum and infographic headline total.

Open source ↗

Jabatan Ketua Pengarah Tanah & Galian PersekutuanREPORT / MANUAL

PMT 1 Hari Performance 2015-2022

Official JKPTG LAND journal table with submissions received, one-day registrations, KPI targets and achievement percentages for 2015-2022. Covers fit-to-register non-strata transfers in Peninsular Malaysia.

Open source ↗

KPKT / Housing

3 verified sources

Kementerian Perumahan dan Kerajaan TempatanREPORT / MANUAL

MyKPKT Housing Time Series 2020-2024

Official five-year state-level tables covering housing-development licences/permits, private housing projects, units, buyers and implementation status.

Open source ↗

Kementerian Perumahan dan Kerajaan TempatanSTRUCTURED WEB

KPKT Government Open Data

Open-data catalogue includes abandoned housing, local-government projects, moneylender/pawnbroker licensing and links to agency datasets.

Open source ↗

Jabatan Perumahan Negara / KPKTSTRUCTURED WEB

TEDUH Open Housing Data

Housing-development open data plus project pages containing developer, permit, state/district, SPA dates, construction duration, overall status, unit type, price range and progress. PulseKita now has a reusable live project parser with six-hour revalidation.

Open source ↗

SSM / Business

1 verified source

Suruhanjaya Syarikat Malaysia (SSM)STRUCTURED WEB

Company and Business Registered Statistics 2026

Official monthly registrations for local/foreign companies, businesses and LLPs.

Cadence: monthly · Open source ↗

Environment

4 verified sources

Department of Environment via data.gov.myAUTO · CSV/API

Monthly Air Pollution

Open CSV/Parquet for CO, NO2, O3, PM10, PM2.5 and SO2. Pollutants have different units; PulseKita must not compare ppm pollutants directly with particulate µg/m³.

Cadence: monthly · Open source ↗

Department of Environment via data.gov.myAUTO · CSV/API