Visualizations
Data-driven visual stories that communicate complex insights

Dash/Plotly
NYC Air Quality Dashboard
Python
Dash
Plotly
GeoJSON
Interactive visualization of air quality data across New York City neighborhoods, with time-series analysis and health impact correlations.
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Panel/Bokeh
Procurement Risk Dashboard
Python
Panel
Bokeh
Pandas
Comprehensive analysis of procurement risk using the Kraljic Portfolio Purchasing Model to identify high-risk products and suppliers.
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