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Oxaide Research

Oxaide Research • Transport • Directory, 14 November 2026

LTA DataMall, explained

LTA DataMall is the Land Transport Authority's open data platform. It publishes three kinds of data: dynamic data — live feeds served through APIs, which need a free AccountKey issued to registered subscribers; static datasets — files you download free, no key, in PDF, XLS, CSV or SHP; and Facts & Figures — statistical reports in PDF and XLS, monthly and annual. The directory below is what DataMall actually publishes, with the last-update date DataMall shows for each file.

Oxaide's key status — no live feed yet

Oxaide has no DataMall AccountKey yet. A registration was submitted on 14 November 2026; no key has been received and the outcome is unknown. Until a key is issued, this site shows no live DataMall feed — no live bus arrivals, traffic speeds or carpark availability. Everything below is a public snapshot or a directory entry, with its date. When a key is issued, the snapshot script can refresh the EV charging feed; until then, nothing here pretends to be live.

Live APIs — key required

The dynamic APIs are the live feeds — bus arrivals, traffic conditions, carpark availability and the like. They are free, but only to registered subscribers with an AccountKey, and DataMall rate-limits calls. The current list is on DataMall's API page; the groups it covers are traffic, bus, train, carpark, taxi, ERP and EV.

Static datasets — free downloads, no key

These are the files on DataMall's static datasets page, read 14 November 2026. Last-update dates are DataMall's own.

DatasetFormatUpdatedCadence
Annual motor vehicle population by vehicle typePDF / XLS / CSVJan 2026Yearly
Annual motor vehicle population by type of fuel usedPDF / XLS / CSVAug 2026Yearly
Annual motor vehicle population by vehicle quota categoriesPDF / XLS / CSVJan 2026Yearly
Annual car population by make / by CC ratingPDF / XLS / CSVJan 2026Yearly
Monthly motor vehicle population by vehicle type / by fuel / by quota categoriesPDF / XLS / CSVNov 2026Monthly
Monthly new registrations by make — cars, goods vehicles & buses, motorcyclesPDF / XLS / CSVNov 2026Monthly
Monthly de-registrations (VQS), age distribution, COE revalidation, ownership transfers, off-peak carsPDF / XLS / CSVNov 2026Monthly
COE bidding resultsPDF / XLS / CSVNov 2026Monthly
Electric vehicle charging pointsCSVSep 2026Quarterly
EVs and charging points dashboardPDFSep 2026Monthly
ERP rates (effective 7 Sep 2026; free on Sundays and public holidays)PDFSep 2026Ad-hoc
ERP gantry locations; bus stop locations; taxi standsSHPSep 2026Quarterly
Average public transport ridership by month / by yearPDF / CSVApr 2025 / Apr 2026Yearly
Monthly taxi population; premium bus serviceCSVApr 2026 / Sep 2026Yearly / Ad-hoc
Number of MRT / LRT stations; rail lengthCSV / PDFMar 2023 / Apr 2026Yearly
Roads, lane-kilometres, bus lanes, cycling paths, road traffic conditionsCSV / SHPApr 2026 / Nov 2026Yearly / Quarterly

Facts & Figures

DataMall's Facts & Figures section carries the statistical reports — ridership by year from 2006, taxi fleet from 2005, COE quota premiums by category — in PDF and XLS, monthly and annual. Last update noted 12 November 2026.

What Oxaide already publishes from LTA data

Every page is a dated snapshot:

Source: LTA DataMall static datasets directory and DataMall homepage, read 14 November 2026 (datamall.lta.gov.sg), made available under the terms of the Singapore Open Data Licence version 1.0 (https://datamall.lta.gov.sg/content/datamall/en/SingaporeOpenDataLicence.html). Oxaide is not LTA and is not endorsed by LTA.

Confirm figures on LTA DataMall or OneMotoring before you act on them.