Microbiome Diversity Reporter
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.
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Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.
Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
Optimizes trust asset allocation using MPT, risk parity, and Black-Litterman frameworks for strategic investment planning.
Build Sankey, alluvial, river, and CONSORT-style flow diagrams to visualize cohort transitions, cell-state changes, or pipeline filtering using ggalluvial, networkD3, plotly, and consort. Use when showing how entities move between categories across timepoints (cell states, drug response classes, ...
Provides techniques for visualizing construction data using Python libraries, enhancing project analysis and reporting.
Guide to Plotly.py for interactive scientific visualizations in Python
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
Discrete event simulation skill for modeling and analyzing complex systems with stochastic processes.
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.
Plotly interactive visualization library. Use for interactive charts.
Transform raw data into compelling interactive visualizations — dashboards, maps, network graphs, and Sankey diagrams.
Generates visualizations from Revit/IFC files using Python, enabling batch processing without expensive BIM software.
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