Skip to content

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

Notifications You must be signed in to change notification settings

Yufei447/LA-Crime-Analysis

Repository files navigation

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

About

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

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published