Visualization

Charts that make a point

Visualization is an argument, not decoration. These pieces were each built to answer one question for a specific audience. Swap the placeholders for your real chart images in /public.

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Cohort retention heatmap

How retention decays across signup cohorts — and where a product change bent the curve.

PlotlyPython

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Funnel drop-off explorer

An interactive funnel that lets stakeholders slice drop-off by channel and device.

D3React

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Forecast vs. actuals

Prediction intervals against realized demand, annotated with the events that moved it.

matplotlib

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Geo demand map

Regional demand intensity with a time slider — built for a non-technical audience.

Tableau

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Experiment results dashboard

Lift, confidence intervals, and guardrails in one view the team checks every morning.

PlotlyDash

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Feature importance story

SHAP values reframed as a plain-language narrative for stakeholders.

SHAPmatplotlib