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Data Quality Score Pipeline (2D)

2D canvas view of a data-quality pipeline: records pass through five live quality gates and settle into bronze, silver or gold storage tiers based on a composite Data Quality Score.

AI & Machine Learning2DModerate60 FPS⇄ 3D version
2d-data-quality-score-ml-foundation-lab ↗ Open standalone

This 2D companion drives the same five-gate quality-scoring logic as the 3D version on a plain canvas: records leave a raw data lake, cross completeness, accuracy, consistency, timeliness and uniqueness gates that flash pass or fail, and settle into bronze, silver or gold tiers based on their composite score.

⚙ Under the hood

Canvas2D data-quality pipeline with five live quality gates and a composite score that routes records into gold, silver or quarantine tiers in real time.

machine learningdata qualitydata pipelinebronze tiersilver tiergold tier

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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