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Specimen 03 · Data & dashboards

Live Market Data Pipeline

StatusIn daily use

Minute-by-minute data for 168 markets, cleaned, checked and published automatically.

About

Raw exchange data is messy. This pipeline fills the gaps, builds minute bars and an hourly feature table, checks itself every day and publishes the results for other apps to use.

What it does

  • Gap-filled minute data for 168 markets
  • A live service that updates every minute
  • Daily scheduled jobs with automatic checks
  • A versioned data lake other tools read from

What it means for you

Your reports and dashboards can run on data that is collected and checked without anyone touching a spreadsheet.

KubernetesData lakeScheduled jobsSelf-checking

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