A commuter-friendly way to interpret typical arrival labels, service gaps, and what to do when timings look “off”.
Most live arrival feeds publish an estimate for the next bus (and often the next two). When you see an “Arr”/“Arriving” state, it usually indicates the vehicle is close enough that the remaining travel time is under a minute or within a very small threshold.
In busy corridors, you might see arrivals flip between “1 min” and “Arriving” quickly. If you are making a decision (run or wait), use the direction of change: if it is consistently dropping, the bus is likely progressing normally; if it oscillates, the estimate may be noisy.
Live estimates are not promises. Peak-hour dwell times, road incidents, and bus bunching can all distort the predicted arrival time. Another common cause is that the feed temporarily lacks location updates for a vehicle; when the feed recovers, the estimate can jump.
Practical fallback: check the next two buses, not just the next one. A late first bus and an early second bus often indicate bunching.