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Potential Applications of Big Data Analysis
- 1. Trendwise Analytics Copyright Trendwise Analytics Case Study
- 2. Agenda Case Studies on various applications of Big Data Analysis.
- 4. Trendwise Analytics US County - Water Utilities
- 5. Trendwise Analytics Customer Penetration • There is some rise in number of bill payers till 2010. • Maximum of 200 customers added in last six years(14792 in 2006 to 14979 in 2011) . • Overall 1.4% is the net increment in the customer numbers. Number of customers per year
- 7. Trendwise Analytics Potential Fraud Cases - Customer Billing If we consider the list of all customers who were billed more than 15 times in 7.5 years tenure(17,264 such customers) • 115 customers received same bill throughout their tenure. There was absolutely no change in the bill • 800 customers (5%) customers have shown a very minimal or negligible change in their overall bill • Around 18% of the customers have a deviation of $10 or less, in their overall tenure A special investigation on these 3,064 customers and their meters might expose fraud /tampered /faulty meters. The graph shows the frequency of customers Vs. bill variance.
- 8. Trendwise Analytics Analysis on default customers 1. There are 16,255 customers defaulted at least once.1303 customers defaulted 10 or more times, 360 customers defaulted 20 or more times 2. 16 customers defaulted more than 40 times. Can we put a check to the default frequency(if not defaulters)? Is late fee independent of frequency of defaults? 3. Defaulted amount till date is more than $ 5 millions, 90% of the defaulted amount is recovered though 4. Street sweepers & Construction constitute 79% of the overall defaulted customers. CustomerID Numberof times defaulted 1310 47 8856 47 5525 46 2385 44 16187 44 725 43 18382 43 210 42 17583 42 282 41 9464 41 1078 40 Customers with more than $ 2,500 due
- 10. Trendwise Analytics Automotive – Dealer Sales Analytics
- 11. Trendwise Analytics Automotive – Dealer Sales Analytics
- 13. Trendwise Analytics Nokia Lumia - Social Media analytics
- 15. Trendwise Analytics Contact us Website: www.TrendwiseAnalytics.com Email: info@TrendwiseAnalytics.com US Tollfree: +1 877 268 2872 India Number: +91 80 4094 9600 Copyright Trendwise Analytics