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This presentation analyzes recorded crime data in Victoria using the tidyverse package in R. The goal is to identify trends over time and determine which types of crimes are most prevalent.

Automated economic data and charts with descriptions

The following is an interactive map showing how many bike theft incidents were reported in Vancouver in 2021 based on Vancouver Police Department data. Points are visualized as a theft event, marker clustering is used to reduce visual clutter, so people can spot places where incidents have a higher share of crimes. Popups also provide some context for each theft, including the immediate neighborhood, block address, date, and time itself, helping reveal both citywide patterns and localized hotspots.

Appointment as Co-Exclusive Placement Agent – Andean Region Salina Cruz LNG Bunker Port Project