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History
Singapore in numbers
What PantauSivik has saved from live public data: how long expressway trips take, how fast roads move, when buses and platforms fill up, and how often storms and alerts happen.
Expressway travel times
Pan Island Expressway on weekdays, average minutes by hour.
See week, month and yearHow fast roads move
Average speed band by road category. Band 8 is the fastest.
See week, month and yearBuses that are Standing only or Crowded
Share of bus readings that are Standing only or Crowded, by weekday and hour.
See week, month and yearCrowded platforms
Share of platform readings rated high, by line and hour.
See week, month and yearLightning by hour of day
Total strikes detected near Singapore, by hour.
See week, month and yearAlerts per day
Alerts sent, by type, for Singapore and Malaysia.
See week, month and yearLatest snapshot
Updated 14 November 2026. Readings from 18 October 2026 to 13 November 2026, 26 complete days.
- The Pan Island Expressway takes about 58 minutes at 6pm on weekdays, against about 39 minutes at 3am.
- About 0.2% of bus readings were Standing only or Crowded; weekday buses are fullest at 8am.
- Sengkang LRT is the most crowded line at its weekday peak, with about 21% of readings at 8am rated high.
- 443,897 lightning strikes and 25,182 alerts were recorded between 18 October and 13 November.
ZN Labs NADA engine
These charts come from the ZN Labs NADA engine. It gathers public data from many official sources, including sensor networks that measure traffic, weather, air quality and lightning, and collates it all in one place. Today it covers Singapore and Malaysia, with more countries planned.
The raw readings arrive in different formats and at different speeds. NADA brings them together and turns them into summaries that make sense, like the hourly and daily charts on these pages. The same engine feeds the PantauSivik app.
Each category page offers week, month, year to date and year views. The longer views switch on automatically as the history grows, so they appear greyed out until there is enough data. Hours are Singapore time and the data is updated weekly. These are summaries of what we saw, not live data and not official statistics. For what is happening right now, use the PantauSivik app.
Frequently asked questions
What is the PantauSivik History section?
It is a set of charts built from public data that PantauSivik has saved since October 2026. They cover expressway travel times, road speeds, bus crowding, MRT and LRT platform crowding, lightning and alerts in Singapore, with some alerts for Malaysia.
Where does the data come from?
Traffic, bus and platform data comes from the Land Transport Authority DataMall. Lightning comes from the National Environment Agency through data.gov.sg. Alerts also use public Malaysian sources such as MET Malaysia through data.gov.my. All of it is collected and summarised by the ZN Labs NADA engine.
How often are the charts updated?
Weekly. The date at the top of each page shows the last day of data. For what is happening right now, use the PantauSivik app.
Are these official statistics?
No. They are summaries of what PantauSivik saw in the public feeds, so they can have gaps and they are not endorsed by any government agency.
Data sources and credits. Expressway travel times, road speed bands, bus load and platform crowd levels come from the Land Transport Authority DataMall, made available under the Singapore Open Data Licence version 1.0. Lightning strike counts come from the National Environment Agency through data.gov.sg, made available under the Singapore Open Data Licence version 1.0. Alerts also use public data from Malaysian agencies such as MET Malaysia through data.gov.my, under CC BY 4.0. PantauSivik is not affiliated with or endorsed by any government agency. Use of these charts is covered by our data terms of use.