Melbourne, live.
During the hour from 10am on Tuesday, foot traffic across 97 sensors was 39,363, about the same as usual, and 44% of parking bays are free.
Across 97 sensors, in the hour from 10am
Bays whose sensor reported in the last 24 h
The City Right Now
Real sensor coordinates across Melbourne CBD. Dot size reflects current pedestrian volume; colour indicates activity relative to typical.
Right Now vs Usual
Today's actual foot traffic compared with the 8-week typical baseline across the top 6 busiest corridors.
Flinders La-Swanston St (West)
+5% busierTown Hall (West)
-2% quieterSpencer St-Collins St (North)
-5% quieterBourke Street Mall (North)
+38% busierSouthbank Promenade
-4% quieterQV2 Apartments, 300 Swanston Street
-3% quieterThe Next 24 Hours, Predicted
CBD-wide hourly foot traffic for the next 24 hours produced by our LightGBM model versus the 8-week historical median.
Predicted peak at 5pm on Tuesday, -4% relative to the 8-week baseline.
How It Works
From physical sensors on Swanston Street to your browser in sub-seconds.
City of Melbourne Sensors
6,300+ in-ground parking sensors and 100+ optical pedestrian counting stations publishing live minutes.
Hourly GitHub Action
Pytest validation gate prevents corruption, downloads live records, aggregates into clean hourly bins.
Neon Serverless Postgres
Serverless storage in Sydney. Scales to zero after 5 idle minutes. Reads protected via read-only role.
LightGBM + Gemini Summary
LightGBM forecasts the next 24 hours with zero future leakage while Gemini Flash generates natural summaries.
Rukshan Dias
Data Science · Deakin University