Table of Contents Introduction Workflow Pipeline Data Processing Feature Extraction Data Wrangling Storing Individual Datasets Data Merging - SparkSQL Firebase Web Application Conclusion Data Sources Goals Introduction The City of Los Angeles, home to nearly 4 million residents, is a trailblazer in many aspects, including data transparency.