Taylor Nguyen

Taylor Nguyen

Data Analyst

Portfolio

Seattle Crime Trends and Spatial Distribution Analysis

Explore an analysis on crime distribution and trends in Seattle from 2008 to 2022. Utilizing crime dataset from the Seattle Police Department and many geospatial data from Seattle City and the Census Bureau, this analysis delves into offense types, locations, and other demographic factors. It also provides a multi-level zoning area analysis to unravel localized patterns and understand crime dynamics at different levels within the city.

Retention prediction and customer segmentation

This report analyzes customer data from ColModa S.A., a retail clothing company in Colombia, for the first six months of 2022. The goal is to research customer purchase behavior for a customized marketing campaign, using methods like clustering, Principal Component Analysis, and Random Forest.