Dorieh Tutorials

Dorieh ships two guided tutorials:

• The climate tutorial — a three-part, fully reproducible walk from raw gridded climate data to a documented Bronze–Silver–Gold warehouse, built entirely on open data.

• The Medicare tutorial — the same design method applied to a production-scale claims pipeline, runnable with the publicly available synthetic dataset.

Contents

• Climate tutorial
  • Part 1. Building the pipeline
  • Part 2. Documenting the workflow
  • Part 3. Data dictionaries and lineage graphs
• Medicare claims pipeline tutorial
  • Introduction
  • Designing the pipeline
  • From FTS documents to machine-readable schemas
  • Bronze: one table per source file
  • Silver: harmonize, disambiguate, validate
  • Gold: the QC aggregates
  • Orchestration: five steps in medicare.cwl
  • Documentation and lineage
  • Running it yourself

See also

• Medicare: Building a Data Warehouse from ResDac Files — the reference documentation for the Medicare case study

• Example: Medicare Processing Pipeline with Synthetic Data — the operational step-by-step guide, using the synthetic Zenodo dataset (no data use agreement required)

• About the companion book — the same material is developed in Chapters 7 and 8 of Research Data that Can Be Trusted