This report analyzes the Animal Shelter Intakes and Outcomes dataset from the City of Long Beach Animal Care Services. The goal is to uncover operational trends, understand live-release performance, and support data-driven decisions.

This report analyzes the Animal Shelter Intakes and Outcomes dataset from the City of Long Beach Animal Care Services. The goal is to uncover operational trends, understand live-release performance, and support data-driven decisions. we focus on: 1. Data cleaning and consistency checks. 2. Temporal trends (seasonal, day-of-week). 3. Live Release Rates (LRR) by various factors. 4. Intake and outcome correlations. 5. Length of Stay (LOS) analysis. 6. Repeat intakes.

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