Tourism weekends vs campus terms on the same corridor
Hour-of-day heat that ignores calendars will send vans to the wrong blocks on Sunday afternoon.
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Practical notes on reading rider-app events for shared scooters and bikes in Malaysian cities.
Short articles for ops and product leads who live with unlock failures, wet-season idle, and weekend tourism spikes.
Building a depot diary your analyst can actually use
Three lines a shift — rain, closures, crew gaps — turn idle maps from guesswork into paired evidence.
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Rain, e-wallets, and the quiet death of a first ride
First-to-second ride drop-off often hides in payment exits and slow helmet prompts during wet commute hours.
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When “available” scooters are still the wrong scooters
Status pings can look healthy while promenade docks empty — how side-street drift fools a simple availability count.
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