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Technology5 min read

Why the Data Quality Gate matters

TradeMentorX Team

In trading analytics, a simple truth applies: Your analysis is only as good as your data. If faulty trades enter your calculations, every decision based on them may be wrong.

The Data Quality Gate is TradeMentorX's solution to this problem. Every imported row automatically passes through a series of quality checks: Does it have an instrument? Is the timestamp readable and not in the future? Are prices non-negative, amounts valid and size positive?

Rows that fail any of these checks are removed before saving and counted so that nothing is discarded silently. It may have been a broker error or an incomplete export.

Why does this matter? A faulty trade in your equity curve can distort your entire analysis. A single outlier can distort your profit factor, win rate and discipline score.

The Data Quality Gate keeps obviously broken rows out of your metrics, scores and recommendations from the outset.

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