Big data hadoop

Post on 18-Jun-2015

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Presentation for a project in the class Big Data Analytics at San Jose conducted by Peter Zardrozny

Transcript of Big data hadoop

Akshay BahetiDhruv MevadaManoj Gyanani

Parking Violations

NYC

Dept Computer ScienceSJSU

Agenda

Learning how to use this parking meter to avoid a parking violation.

Just Kidding

So How Big Is It ?

Total Parking Tickets issued 2013 - 4,379,073 -11997 tickets per day-1000 tickets per hour-16 tickets very minute

Total Fine Collected in 2013 - 357,327,875- 1 Boeing 747- 4 Lamborghini's every day

*all analysis from data obtained on NYC open data

Meet the New Yorker who is worried about parking tickets after the last slide. He has many questions!!

Don’t worry, we will answer your questions on how to avoid a parking violation

When should I be most careful about parking ?

29 Nov 2013 - Black Friday

Total violations - 46023

Total Fine - $ 3,434,030

Most Violations recorded for code 21 - Street Cleaning

When should I be most careful about parking ?

When should I be most careful about parking ?

- Check whether the area you are visiting has a concert or a game. Most violations were recorded on similar days

Oct - 10 - 2013 - Paul McCartney concert Times Square Nov - 14 - 2013 - NBA game at Madison Square

- Public holidays

- In the months from Sep - Nov

Which parking violations should I be most careful about ?

Which parking violations should I be most careful about ?

Street Cleaning: No parking where parking is not allowed by sign, street marking or traffic control device. Total violations - 625k

Muni meter - Failing to show a receipt or tag

in the windshield. Total violations - 575k

General No Standing: Standing or parking

where standing is not allowed by sign, street

marking or; traffic control device. Total

violations - 400k

What violation will hit my pocket the worst ?

VC 06 - Parking a tractor-trailer on a residential street between 9PM and 5AM.

1st Offense - $2652nd Offense - $515

VC 27 : No parking in a handicapped zone (off-street only) where parking is not allowed by sign, street marking or traffic control device . Fine - $210

VC 67 : Parking in front of a pedestrian ramp. Fine $165

What state had the most violations?

Violations categorized by state

Which violations should I be careful about when I drive a Van/Truck/Bus ?

Which violations should I be careful about when I drive a Van/Truck/Bus ?

69 - Failing to show a muni-meter receipt, commercial meter zone. Fine $65

38 - Failing to show a receipt or tag in the windshield. Fine $65

14 -General No Standing: Standing or parking where standing is not allowed by sign, street marking. Fine $115

Trivia : UPS is biggest offender, followed by FedEx, for parking in NYC. Yearly average of 8 million dollars in violations.

Which is the best area to find parking in NYC ?

Which is the best area to find parking in NYC ?

Zipcode analysis

Central Park - 10019Empire State Building/Madison Square garden - 10001Yankee’s Stadium - 10451

All Zip Codes with high parking capacity mark areas with popular attractions of New york

Marketing Derivation: These zip codes identify locations for billboard and brand promotion.

manoj gyanani
correct the graph akshay

Thank You

Happy Parking

Questions ?

Which group of vehicle are speeding a lot.

Which group of vehicle are speeding a lot.

4521950 Pessenger Vehicles(PAS) 1868302 Commercial Vehicles(COM)235158 Taxi(OMT)74988 Rental Vehicle(OMS) 23176 Motorcycle(MOT)

Vehicles associated with reputed persons & organisations are breaking less rules like Congress Medal of Honor(CMH),Voluntary Ambulance Svc(VAS), Political Subd. (Official)(PSD) etc.