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Macro Regime Data Pipelines

FRED + COT feeds that keep a multi-region regime dashboard current.

What they needed

A macro regime dashboard already had classification logic, but data was not automated. It needed scheduled macro indicators and Commitments of Traders positioning for US, Europe, Asia/Japan, and Emerging Markets.

What I delivered

  • Scheduled macro pulls (GDP proxies, inflation, unemployment) per region
  • Weekly COT positioning pipeline for specified CME/CMX/ICE contracts
  • Normalization layer so existing regime model can consume the feeds
  • Wiring into the existing dashboard UI for regional updates

Why it helped

Regimes refresh from public data on a schedule — no manual spreadsheet drops for the covered indicators.

Tech in the build

Python backendFREDCOT dataExisting dashboard integration

Access

Backend / data layer for an existing private dashboard