examples
Data Visualization
Executive Reporting
Live dashboards built with Python

Using Python, Polars, and Pandas to transform live Canadian public data into clear, structured, and actionable reporting for executive audiences.

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Drag and drop the chart cards to rearrange the layout.

↕ Drag chart

How Polars combines multiple raw sources

Quarterly inflation, unemployment, and overnight rate in one executive-ready chart.

↕ Drag chart

Inflation, unemployment, and USD/CAD

Live Canadian macro conditions and currency context.

↕ Drag chart

Overnight rate trend

Recent Bank of Canada policy-rate direction.

Interactive drill-down explorer

Click a KPI, chart, or one of the views below for deeper Canadian detail.

Provincial unemployment snapshot

Latest unemployment rates across major Canadian provinces.

Featured project: Canadian Economic Dashboard using Statistics Canada and Bank of Canada indicators.

Designed to showcase KPI design, trend communication, and executive-level reporting.

MSP Operations

MSP Operations Intelligence

Interactive MSP operations dashboard (Local Plotly)

Local-only version. Uses local JSON and local Plotly bundle.

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Operations trend explorer

Click a month to update focus and insights.

Score composition

Weekly intake vs throughput

Queue by team

Current queue depth by team.

Auto insights

Generated from selected window and scenario.