Dispenser vs BLE Analytics

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Dashboard developed by Parag Jiwani

Dispenser vs BLE Sales Analytics

Fill size — Dispenser vs BLESelected measure by litres per fill
BLE adoption & free outgo by fill sizeAdoption = BLE txns ÷ dispenser txns · Outgo = free ₹ ÷ BLE sales
Hourly patternTransactions by hour, with BLE adoption %
Fill size detailAll fill-size buckets for dispenser and BLE (free outgo % = free ₹ ÷ BLE sales)
Hourly detailDispenser vs BLE by hour of day
Top 12 stations by salesDispenser vs BLE sales (₹ lakh)
State summaryAdoption and free outgo by state
Region / territory summaryTerritory-wise adoption and free outgo
Station rankingBy dispenser sales
Adoption opportunity — lowest BLE adoptionStations with 100+ transactions, lowest adoption first
BLE customer frequencyUnique app customers by number of transactions
Scheme type & vehicle & nozzleBLE transactions by group
Offer / campaign performanceBLE sales and free outgo by offer title
Top 15 app customersBy transactions (mobile numbers masked)
Data quality checksTransactions that may need review
Stations with most flagged transactionsTotalizer mismatch, fills ≥50 L, correction or sale-difference flags

Usage by userSessions and active time (time counts only while the tab is visible)
Session logLatest sessions first
Failed login attemptsUsername entered and time