Portfolio

California on the Move: Insights into Statewide and Interstate Migration Trends

Discover where Californians are moving to and from, both across state lines and within the Golden State. This dashboard offers a clear view of population trends, helping you pinpoint growing counties and potential real estate opportunities beyond major hubs like Los Angeles. Explore the data to uncover the economic and housing factors driving these shifts.

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.