Certain neighborhoods may show higher frequencies of specific issues, like sanitation or infrastructure repairs.

Transforming Data into Insights: A Deep Dive into NYC 311 Calls

The specific nature of the request (e.g., "Illegal Parking" or "Rodent"). Created Date: Timestamp for when the call was logged.

Analyzing the "Closed Date" relative to the "Created Date" can provide a snapshot of agency response efficiency. 4. Why This Matters

A common environment for running data analysis scripts and documenting findings. 3. Key Findings from the Dataset Initial explorations often reveal significant trends: