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LA-Crime-Analysis

Perform spatial and time series analysis for a 10-year dataset of reported crimes from LA government.

Part 1: Big data OLAP. Alt text Alt text

Part 2: Clustered and visualized the spatial crime data by training and fine-tuning a Spark ML K-means model. Alt text

Part 3: Built a SARIMAX model to predict the number of crimes 1 year in advance. Alt text