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Project Presentation CIS-520 Software Engineering
Parking And Camera Violations in NYPresented by: Akash Gandhi, Ketankumar Patel, Shashank Jengathe
Submitted to: Dr. Jongwook Woo
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Project Presentation CIS-520 Software Engineering
Table of Content• Introduction• What this project about• SDLC Implementation• Project Flow• Hortonworks Sandbox, Hive, Hue, Zeppelin, Putty(SSH client for
windows), Tableau, Power BI• Hive QL• Conclusion
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Project Presentation CIS-520 Software Engineering
Introduction
• Increase number of parking violations each year becoming nuisance to public safety department.
• To provide quality of law enforcement services, prevention and detection of criminal activity, public safety department needs some technique.
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Project Presentation CIS-520 Software Engineering
What this project about• To avoid parking violations, we analyzed NY State parking violation
data approximately of 860 MB size. • Through this analysis we populate all the relevant information about
the dataset.That displayed the analyzed in the form of maps & graphs.Future prediction can be based on this data using analysis.
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Project Presentation CIS-520 Software Engineering
NY open source data for parking & camera violation
Data Size- 860 MB (.csv)
Offences- Double parking, No parking zone, Speed limit near school area, Expired meter etc.
Data Specification
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Project Presentation CIS-520 Software Engineering
SDLC Implementation
PlanningDetermination of time, scope, requirement
AnalysisData gathering & design solutions
DesignSelecting required S/W for implementation
ImplementationProject development & Documentation
TestingTesting the final project &make changes required
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Project Presentation CIS-520 Software Engineering
Flowchart
Visualize data using Tableau &
Power BI
Analyze data using Zeppelin
Created Tables
on HiveQL Uploaded data
on Ambari
Downloaded Dataset from NY
public gov. dataset
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Project Presentation CIS-520 Software Engineering
Data set
NY city open Dataset MS Azure Sandbox
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Project Presentation CIS-520 Software Engineering
Query Editor
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Project Presentation CIS-520 Software Engineering
Tables
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Project Presentation CIS-520 Software Engineering
Query editor in Ambari
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Project Presentation CIS-520 Software Engineering
Violation Issue Dates
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Project Presentation CIS-520 Software Engineering
Ticket issuing Dept.
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Project Presentation CIS-520 Software Engineering
Violation Types
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Project Presentation CIS-520 Software Engineering
Visualization
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Project Presentation CIS-520 Software Engineering
Visualization Cont.
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Project Presentation CIS-520 Software Engineering
Conclusion• Summing up all the work and generating a Data visualization out of
the Unstructured data which will eventually give a discern view and help the public safety department of NY State to tackle Such Violations or enforce better management solutions to the particular concentrated area of high Parking Violations .
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Project Presentation CIS-520 Software Engineering
ReferencesGithub Link:
https://github.com/ketan25/CIS520
[1] https://data.cityofnewyork.us/City-Government/Open-Parking-and-Camera-Violations/nc67-uf89
[2] https://portal.azure.com/#resource/subscriptions/49187439-970f-4c14-ba28-b945239fda34/resourceGroups/Group-1/providers/Microsoft.ClassicCompute/virtualMachines/homework2
[3] http://homework2-k2aumyh4.cloudapp.net:8888/
[4] http://homework2-k2aumyh4.cloudapp.net:4200/
[5] http://homework2-k2aumyh4.cloudapp.net:8080/#/main/dashboard/metrics
[6] http://homework2-k2aumyh4.cloudapp.net:8000/about/
[7] http://homework2-k2aumyh4.cloudapp.net:9995/#/
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Project Presentation CIS-520 Software Engineering
Thank You !!