An inside look at logistics at Instacart
Fro th Stort Your Door
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Same DayGrocery Delivery
12 minutes———
15 cities40 stores22 people
github.com/ankane
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“All models are wrong,but some are useful”
ActionsLocationTransactionsDat
[modeling example]Trip Id # of Items Hour of DayTotal Time(min)1 12 8 302 45 10 413 18 17 354 6 23 ???
def total_time30.minutesend
Measur
MeasurOver Time
255075100April May June July
<%= line_chart data %>
Pie charts cool?
Pie charts cool?100% No
Now what?
OperationResearc
ShopperStoreTimeDecisio Variable
Alcohol# of ItemsConstraint
Min LatenessMin Shopper HoursObjectiv Functio
Hours
seconds
Question ?