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This skill provides a comprehensive library of Plotly visualization patterns designed for data science and scientific research. It bridges the gap between quick exploratory analysis using Plotly Express and highly customized, multi-trace figures via the Graph Objects API. Users can leverage this skill to implement complex charts such as violin plots, hierarchical heatmaps, UpSet plots for set intersections, and network graphs with custom layouts. It is particularly useful for developers and researchers in fields like omics and bioinformatics who require publication-quality, interactive data representations.