This report presents a comprehensive geospatial analysis of flood risk in Nairobi County, Kenya. Using proximity-weighted risk modelling, multi-factor susceptibility analysis, and seasonal prediction techniques, the study identifies and quantifies flood-prone areas across the city. The findings confirm that informal settlements along river corridors — particularly Mathare, Kibera, and Mukuru — face the highest and most persistent flood risk, driven by a combination of hydrological, topographic, infrastructural, and socio-economic factors.

A beginners guide to the fantasy football draft and which positions to take first

I chose to analyze the Football (Soccer) Reference platform FBref.com and specifically their “Player Comparison” and “Similar Players” engine. FBref is one of the most comprehensive soccer statistics websites, powered by Opta data from Stats Perform. Their recommender system identifies players with similar statistical profiles across various soccer leagues, which is a primary tool used by fans, scouts, and analysts to find “undervalued” talent or replacements for departing stars.

El presente análisis tiene como objetivo caracterizar la vocación económica del municipio de Nuevo Morelos, Tamaulipas, utilizando la base de datos del Directorio Estadístico Nacional de Unidades Económicas (DENUE) del Instituto Nacional de Estadística y Geografía (INEGI, 2024). Nuevo Morelos es un municipio estratégico en Tamaulipas. Su ubicación geográfica, densidad de establecimientos económicos y estructura empresarial lo convierten en un área de estudio relevante para comprender las dinámicas comerciales y de servicios del estado.