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Table 1

Extracted relevant data feature for the time-series analysis

Column headerColumn description
AssetID Unique identification for the EWSPs (tap number) 
ErrorCode Different codes to indicate issues with water tap usage (e.g. F1, F2, F3, F4) 
FlowCount Derived value to indicate value for flow rate 
FlowTime Time at which flow occurred 
Litres Volume of water withdrawn 
Voltage The battery voltage capacity detected at each instance the water tap accessed 
DateTime Time of event (water withdrawal date and time) 
FlowRate Volume of water collected per unit time 
Column headerColumn description
AssetID Unique identification for the EWSPs (tap number) 
ErrorCode Different codes to indicate issues with water tap usage (e.g. F1, F2, F3, F4) 
FlowCount Derived value to indicate value for flow rate 
FlowTime Time at which flow occurred 
Litres Volume of water withdrawn 
Voltage The battery voltage capacity detected at each instance the water tap accessed 
DateTime Time of event (water withdrawal date and time) 
FlowRate Volume of water collected per unit time 
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