home/categories/data-analysis/jaechang-hits-sciagent-skills-skills-data-visualization-seaborn-statistical-visualization-skill-md
data-analysisdata-ai
seaborn-statistical-visualization
Statistical visualization built on matplotlib with pandas integration. Distribution plots (histplot, kdeplot, violinplot, boxplot), relational plots (scatterplot, lineplot), categorical comparisons, regression, correlation heatmaps. Automatic aggregation and CI. For interactive plots use plotly; for low-level control use matplotlib.
maintainer
jaechang-hits
更新於 2/18/2026
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quick start
Installation and usage
Statistical visualization built on matplotlib with pandas integration. Distribution plots (histplot, kdeplot, violinplot, boxplot), relational plots (scatterplot, lineplot), categorical comparisons, regression, correlation heatmaps. Automatic aggregation and CI. For interactive plots use plotly; for low-level control use matplotlib.
安裝
$ install --globalskills.sh
使用
安裝後，您可以通過在終端運行以下命令來使用此技能：
skills use seaborn-statistical-visualization