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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

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

25-08-2025

This project analyses customer investment behaviour and product performance data with the objective of deriving actionable insights and formulating an optimised investment strategy. The analysis was conducted in four sections, each applying a different set of quantitative techniques to address specific business questions.

이 보고서는 t검정을 통해 설문결과 데이터를 분석하여 정책 수행 전/후 효과를 으로 차이검정한 보고서입니다.