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Jason BaldersonJason BaldersonJoseph Kariampuzha
Joana AdjaidooKofi Owusu-Boakye
Alexis Saint-Jean
Special thanks to
Ernest Chrappah
Wanda Butler
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•Explore and provide insight on hidden relationships between the tickets issued, adjudication cases, and dismissed tickets.
•Data elements analyzed:
•Issuing agency,
•Violation code,
OBJECTIVE:
•Violation code,
•Violation type, adjudicated/contested, dismissed, reason for dismissal,
•Fine amount
•Etc.
•Provide MBA students an opportunity to gain applied practical experience in the field of data mining while exposing them to career options in government.
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61%
39%
15%
85%
DMV Dataset Reduction
System Generated
Adjudicated
Non Actionable
ABREAST
EXPIRED METER
FAIL DISP CURR TAGS
FAIL SECURE DC TAGS
NO PARKING ANYTIME
No Standing anytime
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Violation Types
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Violation Types (ctd)
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Adjudicators
1 2 3 4 5 6 7 8 9 10 11 12
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Adjudicators (ctd)
1 2 3 4 5 6 7 8 9 10 11 12
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Hearing Type
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Time of Day – Photo Moving
Filter Settings
- NEW Ticket Type: (Photo Moving Violation)
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Time of Day – Parking
Filter Settings
- NEW Ticket Type: (Parking Violation)
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Economic Value
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Economic Value (ctd)
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Classification Tree - Hour
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•Potential for revenue maximization by reducing the percentage of “automatic dismissals”.
•Around-the-clock enforcement of traffic and parking violations.
•Improved data-reporting systems:
SUGGESTIONS:
•Improved data-reporting systems:
•Easier to understand
•Regular evaluations
•Increased program efficiency
•Early warning system
•Training process for new adjudicators.
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QUESTIONS QUESTIONS