Nama : Aisyah NIM : 2507016009

DATA 607 | CUNY SPS M.S. in Data Science | Fall 2026 A GIS and data science project analyzing 2024 NYPD traffic collision records in Staten Island, New York. The project combines spatial mapping, 500-meter hexagonal density analysis, and DBSCAN clustering to identify collision hotspots and prioritize locations for road-safety investigation. Presented by Sarah Abdelrahman | Professor Darwin Gomez.

This data analysis uses the National Oceanic and Atmospheric Administration (NOAA) Storm Data to explore which severe weather events have the largest impacts on population health and the economy.

Trabajo de Computacion I

1. To find the relationship between variables that affect customer subscription cancellation using a regression approach。 2. To find patterns of customers who make subscription cancellation based on parameters defined in the dataset using classification method。 3. To obtain the accuracy of the model results on clients at risk of subscription cancellation。