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Random-Mart, a local retail chain, faces a persistent challenge: inventory imbalance. Popular items often sell out during peak seasons, while slower-moving products accumulate in storage.

A mid-sized company is facing high employee attrition, especially in certain departments. Replacing employees is costly (recruitment, onboarding, training), and leadership wants to understand which attributes are significant to attrition.

Executive Summary This report presents a focused performance analysis of project contractors. Based on 20 completed projects, the goal is to determine the most reliable contractor. Project-level data was analyzed to assess cost variance, schedule adherence, safety incidents, quality scores, and earned value indices (CPI/SPI). Problem Statement Your organization engages multiple contractors across several regions to deliver complex infrastructure projects. While portfolio-wide