Portfolio project

Crude Oil Benchmark Analytics

Published 8 April 2026 · Updated 8 April 2026

Status: in-progress Pinned energy analytics benchmark crudes geospatial analytics static publishing reproducible workflows

Built the first public crude benchmark visual bundle, including interactive API/sulfur and regional context views.

Impact signals

  • Interactive scatter visuals delivered via React ECharts and embedded Plotly exports.
  • Choropleth map delivered via Folium HTML embedding.
  • Canonical benchmark-comparable dataset published with explicit WTI vs Brent comparison rows.
Repository Demo

Roadmap

  • Expand benchmark harmonization to separate assay-level and benchmark-spec reporting lanes.
  • Add freshness metadata and release notes per sync run.
  • Evaluate runtime mirrors only where they add analytical value beyond the static exports.

Project objective

I am building an explainable crude-quality analysis workflow around benchmark comparison, especially API gravity, sulfur, and regional context.

Implementation approach

The workflow starts in notebook-driven analysis and ends in static-site visuals that I can inspect and publish:

  • publication-grade scatter exports
  • interactive Plotly and ECharts views for browser embedding
  • regional choropleth output from mapped production labels
  • compact benchmark-comparable and source-traceability CSV exports

Current publication pattern

For this first public pass, I am publishing generated charts and maps directly in the site. That keeps the analysis inspectable while I continue tightening the benchmark harmonization rules.

Current status

Core export generation is in place, and the benchmark-comparable views are published.

Next I am focusing on broader benchmark coverage, clearer source assumptions, and better notes for outliers that deserve a closer look.