Energy Wordle
I created a game based on energy balance data from the IEA World Energy Balances. In this game, players analyze the energy mix of different countries each week. Using a treemap and total energy values as clues, you have 5 attempts to guess the country correctly. After each incorrect guess, a bar chart will show the percentage difference in energy shares between your guess and the correct country, helping refine your next guess. Your previous attempts are color-coded: green for close guesses, yellow for moderate, and red for far. The game ends when you guess the country or run out of attempts! (read more)
Analyzing Africa's Conflict Trends: Insights from ACLED Data (1997-2024)
I recently explored the open data provided by ACLED, a comprehensive geospatial dataset covering conflict events across Africa from 1997 to 2024. This data reveals a notable increase in conflict over the past decade, with specific spikes in violence during key periods. For instance, the year 1999 saw a surge in fatalities due to the Second Congo War, while the years 2011 to 2014 were marked by heightened violence stemming from the Libyan Civil War and Boko Haram insurgency. More recently, from 2017 to 2023, conflicts in the Sahel, Somalia, and the Democratic Republic of Congo have continued to dominate, underscoring the persistent instability in these regions. (read more)
GISEle
I developed Local GISEle, an advanced Geographic Information System (GIS) tool designed for comprehensive local area analysis. It enables users to gather, visualize, and analyze geographical and infrastructural data from sources like OpenStreetMap and Google, making it ideal for planners, developers, and researchers. Key features include area identification through address, coordinates, or GeoJSON uploads, satellite timelapse creation, and data retrieval for buildings, roads, and points of interest. The tool also offers powerful visualization and enhancement capabilities, advanced modeling parameters for energy demand estimation, mini-grid sizing, clustering, routing optimization, and report generation. This all-in-one platform supports informed decision-making and sustainable infrastructure development. (read more)
Insights
Geospatial analysis and sustainable energy policies shaping Africa's future.
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