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Nuclear Weapons Dashboard (2001 - 2024)
An interactive dashboard built using R Flexdashboard and Plotly to visualize global nuclear weapons data from 2001 to 2024. It includes yearly trends, country-wise distribution, and overall insights.
Document
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NOAA_Storm_Analysis
Early years (1950s–1970s) likely under-report events; later years are more complete. Results reflect totals across 1950–2011.
- Event type coding (`EVTYPE`) contains many variants. We applied minimal normalization (uppercase + trim) to stay close to raw data. A stricter recoding to official NOAA categories could reduce fragmentation but introduces subjectivity.
- Damages are nominal (not inflation-adjusted). For policy, inflation-adjusted values and a recent-period focus may be preferable.
## Reproducibility
Data Mining Analysis of Transfermarkt Football Data
This project applies data mining techniques to football player data from Transfermarkt, exploring performance indicators, clustering, and predictive modeling to uncover insights about player value and team dynamics