Forex Data Blog

Insights: Tick Data QC & Deterministic Bar Generation

Practical write-ups on forensic Tick QC, deterministic tick→OHLCV bars, reproducible pipelines, and lessons learned from real-world datasets.

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audit-grade (1) backtesting (1) deterministic ohlcv (1) dst pitfalls (1) forex data (1) session-aware (1) timezone normalization (1) utc alignment (1)

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We focus on data reliability and measurable models. Expect actionable QC tips, deterministic bar-generation notes, and engineering checklists.

Sep 30, 2025 Forex Data Engineering

UTC Alignment & DST Pitfalls in Forex Ticks and Bars

Avoid DST drift with a strict UTC policy from ticks to OHLCV bars—reproducible, audit-grade time handling.

utc alignment dst pitfalls timezone normalization deterministic ohlcv session-aware backtesting forex data audit-grade

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