Parkland Regulation Effectiveness Analysis

Statistical evaluation comparing the effectiveness of 2014 vs 2009 Centennial Park regulations in reducing violation cases.

Statistical TestingPolicy AnalysisR ProgrammingHypothesis Testing

Analysis Overview

284K+

Total Records

5 Years

Data Range

2 Regulations

Compared

11K+

Penalty Cases

Key Finding

No Significant Improvement

Statistical analysis reveals that the 2014 Regulation is not significantly better than the 2009 Regulation in reducing parkland violation cases (p-value = 0.107 > 0.05).

Skills Demonstrated

Statistical Analysis

• Hypothesis testing and p-value interpretation
• Assumption validation (F-test, Q-Q plots)
• Two-sample t-test implementation
• Policy impact evaluation

Data Science & Programming

• R programming and data manipulation
• Large dataset processing (284K+ records)
• Data visualization and reporting
• Statistical package implementation