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data-science
data-science에는 DevExpGbb에서 수집한 skills 5개가 있으며, 저장소 수준 직업 범위와 사이트 내 skill 상세 페이지를 제공합니다.
이 저장소의 skills
Flag water quality records that exceed contamination thresholds. Use when checking purity_score < 75, contamination_flag = 1, or identifying at-risk sites and records.
Standardize water purity, alert-rate, and site-risk metrics. Use when defining KPI calculations, ensuring metric consistency across reports, or setting up a new KPI pipeline.
Report null percentages and recommended imputations for water quality data. Use when profiling missing data, deciding imputation strategy, or assessing data completeness.
Convert water quality metrics into concise operations guidance. Use when writing executive summaries, translating KPIs into plain-language recommendations, or producing briefing narratives.
Validate expected columns and coercible dtypes in water quality datasets. Use when checking schema conformance, column presence, or type compatibility before analysis.