Big Data Analysis Business Case Problem Statement Large-scale data analysis challenges: - Processing millions of records - Cross-project benchmarking - Pattern recognition at scale - Memory and performance constraints Solution Scalable big data analysis framework for construction data using efficient data structures and parallel processing patterns. Technical Implementation Quick Start Common Use Cases 1. Find Anomalies 2. Trend Analysis 3. Project Ranking 4. Segment Analysis Resources - DDC Book : Chapter 4.4 - Modern Data Technologies - Apache Parquet : https://parquet.apache.org/ - Website…