Official Malaysian data, with the definition attached.
PDRM, SPRM, JPJ, HASiL and PBT — the headline first, the legal and statistical caveat still visible.
Five official systems. Five numbers worth understanding.
These figures come from different agencies, periods and definitions. Use them as entry points into the visual story — not as one combined score.
conviction-backed crime counts across the published categories
27,478 counts
3,544 counts
52,444 counts
SPRM CORRUPTION INTELLIGENCE V1
Siasatan ≠ tangkapan ≠ pertuduhan ≠ sabitan.
PulseKita now stores the legal stage explicitly. A case can only be described as a conviction when a source records a court conviction; investigation, arrest and charge remain separate statuses.
Siasatan bukan pertuduhan dan bukan bukti seseorang bersalah.
Tangkapan bukan sabitan dan tidak membuktikan kesalahan.
Pertuduhan ialah dakwaan yang perlu diputuskan mahkamah; ia bukan sabitan.
Hanya status ini boleh dipersembahkan PulseKita sebagai sabitan/convicted.
investigation papers opened in the published annual total
arrests recorded in SPRM enforcement activity
people charged in the contemporaneous 2024 SPRM statement
convictions recorded for the year; not necessarily the same cases as the other stages
JPJ INTELLIGENCE V1
Registration ≠ active fleet. Action ≠ conviction.
PulseKita separates what JPJ registers from what it inspects and enforces. A registration is not a sale; a vehicle taken action against or seized is not automatically a court conviction.
Pemeriksaan bukan bukti bahawa kesalahan telah berlaku.
Istilah ini luas dan tidak boleh dipersembahkan sebagai saman atau sabitan tanpa sumber yang lebih khusus.
Sitaan ialah tindakan penguatkuasaan, bukan sabitan mahkamah.
Hanya rekod keputusan mahkamah yang eksplisit boleh digunakan untuk menyatakan sabitan.
registrations in the latest published month
77,406 registrations
electric-vehicle registrations in the latest month
petrol + diesel hybrid registrations in the latest month
commercial vehicles inspected during the published year · rounded source figure
JPJ's broad enforcement-action category; not relabelled as convictions
vehicles seized in the reported enforcement activity
PulseKita requires an explicit court-outcome source before showing a conviction
HASIL INTELLIGENCE V1
Audit ≠ penalty ≠ prosecution ≠ conviction.
PulseKita separates collection and compliance administration from criminal court outcomes. An audit, additional assessment or tax penalty must never be shown as a conviction.
Semakan risiko bukan audit, bukan pertuduhan dan bukan dapatan bersalah.
Audit boleh menghasilkan pelarasan atau tiada pelarasan; audit sendiri bukan sabitan.
Taksiran tambahan ialah keputusan pentadbiran cukai dan boleh tertakluk kepada proses rayuan; ia bukan sabitan mahkamah.
Hanya keputusan mahkamah yang eksplisit boleh digunakan untuk menyatakan sabitan.
record direct-tax collection announced by HASiL
previously unreported income in the 20 Jun 2026 cumulative snapshot
additional tax including penalties, 1 Jan 2024–31 Aug 2025
risk-selected cases reviewed by 2,195 officers
PBT INTELLIGENCE V1
Budget ≠ actual revenue. Complaint ≠ failure. Compound ≠ conviction.
Local-government datasets are easy to misuse because councils publish different measures at different times. PulseKita keeps the metric type, council and source year attached before making any comparison.
Anggaran hasil cukai taksiran bukan sama dengan kutipan sebenar dan tidak boleh dibandingkan tanpa tahun serta asas penilaian yang sama.
Lebih banyak aduan tidak semestinya bermaksud perkhidmatan lebih buruk; populasi, penggunaan saluran dan kategori aduan perlu diambil kira.
Kompaun bukan sabitan mahkamah dan tidak boleh dipersembahkan sebagai rekod jenayah.
Jumlah permohonan mencerminkan aktiviti permohonan, bukan kadar kelulusan atau kualiti perkhidmatan.
Selangor PBTs represented in every 2021–2025 budget table
combined estimated 2025 revenue budget
combined estimated 2025 development expenditure
sum of 12 council rows; source total prints RM2008.31m
PBT INTELLIGENCE V2 · SERVICE ACTIVITY
Application volume is not approval speed.
PulseKita now reads public OSC 3.0 Plus transaction tables by council. The resulting counts show development-application workload and activity only; they do not score a PBT's quality, approval rate or processing speed.
Selangor council pages successfully read in the current source snapshot
published OSC online transactions across currently available council pages
maximum overall process target from 1 Oct 2025 — not an observed average
technical consultation days + plan-approval days
PBT INTELLIGENCE V3 · SERVICE RESPONSE
Measure each commitment against its own target.
MPKJ publishes customer-charter achievement percentages for a defined reporting period. PulseKita keeps the target window with the percentage so a 93% complaint-investigation result is not mixed with a 100% licensing result as if the tasks were equally difficult or directly comparable.
Within 3 working days
Within 7 days
At least twice weekly per zone
Within 30 working days
PBT INTELLIGENCE V4 · LICENSING ACTIVITY
Payment transactions ≠ applications ≠ approvals.
PulseKita now separates digital licence-payment activity from licence applications and administrative approvals. That keeps a payment count from being mistaken for the number of businesses applying for or receiving a licence.
published online licence-payment transactions across 6 months
282 e-Lesen payment transactions
applications reported across all 12 PBTs for 2020-2024
administrative approvals; statewide source prints 84% overall
PBT INTELLIGENCE V5 · WASTE & COMPLAINTS
Complaint volume ≠ failure rate. Waste tonnage ≠ recycling rate.
PulseKita now separates general complaint workload, contractor- related waste complaints, recycling collection tonnage and total waste generation. Each keeps its own reporting period and denominator instead of being collapsed into one cleanliness score.
full-year complaints received across all 12 Selangor PBTs
partial-year workload; not directly comparable with full-year 2023
11 published PBT routes; MPKJ complaints went directly to KDEBWM
108,267.39 tonnes across the 12 published council rows
statewide published total; component history is kept separate
PBT INTELLIGENCE V6 · POPULATION-ADJUSTED
Same council boundary. Explicit denominator. No district substitutes.
PulseKita now normalizes complaint and recycling activity using DOSM's exact 2020 Census population for each local-authority area. Because the service numerators are from 2023/2024, these are comparison indicators rather than contemporaneous 2024 incidence rates.
official DOSM local-authority-area population
all Selangor council areas have an explicit census denominator
residents using the 2020 Census PBT population
2024 collected tonnes per 1,000 Census-2020 residents
01 · WHERE
Where do conviction-backed crime counts concentrate?
Compare state totals first, then drill into police districts. Police districts are operational PDRM geographies, not administrative districts.
Public SafetyWhich Malaysian states record the most convicted crime counts?
PDRM/DOSM police-district crime records aggregated to state level.
Open story →Public SafetyWhich police districts record the most convicted crime counts?
PDRM/DOSM annual crime counts by police district and crime type.
Open story →02 · WHAT
Which offence types appear most often?
Move beyond a single total and see which published crime types account for more of the official annual series.
03 · COMPOSITION
Violent crime vs property crime
Read the source's two broad categories separately before drawing conclusions from the total.
04 · SCHOOL SAFETY
Bullying, misconduct and crime involving students — without mixing the systems
Start with the 2000–2025 source-era history, then use KPM's clean 2021–2025 SSDM case series, school-level split and separate students-involved measure before reading PDRM crime and KPM criminal-misconduct data.
25 years of school bullying records — and why one line would be misleading
Malaysia's school-bullying record from 2000–2025, with KPM/SSDM source eras and conflicting extracts kept visible.
Open story →How did recorded school bullying cases change from 2021 to 2025?
KPM/SSDM annual bullying case counts, with pandemic and reporting caveats kept visible.
Open story →Where are bullying cases recorded: primary or secondary school?
KPM's published primary-versus-secondary bullying case split for 2024 and 2025.
Open story →How many students were recorded as involved in bullying?
A separate SSDM student-involvement measure for 2022, 2023 and Jan–Oct 2024.
Open story →How did recorded criminal cases involving school students change?
PDRM/KDN annual criminal cases involving primary- and secondary-school students, 2019–2023.
Open story →KPM recorded 3,570 school criminal-misconduct cases in 2025
KPM/SSDM 2025 'salah laku jenayah' records split between primary and secondary schools.
Open story →05 · CORRUPTION INTELLIGENCE
SPRM enforcement — with the legal stage attached
Track annual investigation papers, arrests, charges and convictions without collapsing those legally different stages into a single guilt label.
06 · JPJ INTELLIGENCE
What enters the road system — and what JPJ enforces
Read long-run vehicle registrations separately from inspections, enforcement actions and seizures.
VehiclesCars, motorcycles, lorries or buses: what is Malaysia registering?
JPJ annual vehicle registrations by type from 2000 through the latest published 2026 data.
Open story →Public SafetyJPJ inspected 1.2 million commercial vehicles in 2025 — what happened next?
Official JPJ commercial-vehicle inspections, enforcement actions and seizures in 2024 versus 2025.
Open story →07 · HASIL INTELLIGENCE
Tax collection, compliance signals and enforcement outcomes
Read revenue collection separately from risk review, voluntary correction, audit, additional assessments, penalties and court outcomes.
Malaysia's direct-tax collection: RM145.07b in 2019 to RM203.991b in 2025
HASiL direct-tax collection through the pandemic dip, recovery and 2025 record.
Open story →HASiL e-Invoice checks: RM1.4b → RM3.5b → RM4.07b previously unreported income
Three 2026 HASiL compliance snapshots from the e-Invoice programme.
Open story →RM16.95b additional tax: companies vs individuals in HASiL's audit/investigation window
HASiL additional tax raised from 1 Jan 2024 through 31 Aug 2025.
Open story →08 · PBT INTELLIGENCE
Local government money and services — council by council
Start with comparable Selangor council budgets and assessment-tax estimates while keeping budget, actual revenue, tax, complaints, compounds and development applications as different measures.
How big is each Selangor PBT budget?
Estimated revenue budgets for Selangor's 12 local authorities, 2021–2025.
Open story →How much development spending do Selangor councils budget?
Development-expenditure budgets for all 12 Selangor PBTs from 2021 to 2025.
Open story →Selangor PBT assessment-tax estimates after revaluation
Council-level assessment-tax revenue estimates published for Selangor's 12 PBTs in 2024.
Open story →Selangor's OSC development-application activity in 2026
Cumulative online development-application transactions from public OSC 3.0 Plus PBT pages.
Open story →MPKJ service commitments: complaints, waste, licences and development
Selected MPKJ customer-charter achievement percentages for Jan-Jun 2025.
Open story →MPKJ e-Lesen online payments in early 2025
Published MPKJ e-Lesen payment transactions, January-June 2025.
Open story →Selangor entertainment-licence applications and approvals, 2020-2024
Same-source entertainment licensing activity for all 12 Selangor PBTs.
Open story →Which Selangor PBTs receive the most public complaints?
All-PBT complaint volumes for full-year 2023 and Jan-Oct 2024.
Open story →KDEBWM waste complaints by Selangor PBT, Jan-May 2024
SISPAA complaints involving KDEBWM across the published PBT complaint routes.
Open story →Selangor recycling collection by PBT in 2024
Official full-year recyclable-waste collection tonnage across all 12 Selangor PBTs.
Open story →Selangor domestic waste vs public cleansing, 2020-2024
Annual statewide waste tonnage split into domestic waste and public-cleansing components.
Open story →Local GovernmentSelangor PBT complaint workload per 10,000 residents
Complaint counts normalized using exact DOSM 2020 Census local-authority populations.
Open story →Local GovernmentSelangor recycling tonnes per 1,000 residents
2024 recyclable-waste collection normalized using exact DOSM 2020 PBT population.
Open story →Local GovernmentKDEBWM-related complaints per 10,000 residents
Jan-May 2024 complaint counts normalized for the 11 comparable PBT reporting routes.
Open story →NEXT DATA SOURCES
Digital, business, land, housing and environment source map
PulseKita now tracks which official sources are machine-readable, structured web pages, or report-only before turning them into stories.
READ THIS BEFORE RANKING PLACES
Counts are not the same as crime rates or personal risk.
A larger state or police district can produce a larger count simply because more people and activity are concentrated there. PulseKita will add population-adjusted views separately rather than mixing them into the raw-count ranking.