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README.md
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[](https://python.org)
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[](https://opensource.org/licenses/MIT)
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-Real-time data quality screening at the edge. Screen any data payload and get **PASS / WARN / BLOCK** in under 10ms.
+Pipelines don’t fail — they silently corrupt data.
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+
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+DataScreenIQ acts as a gate before your database, detecting schema drift,
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+missing values, and type mismatches in real time.
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+Real-time data quality screening at the edge. Screen any data payload and get **PASS / WARN / BLOCK** in milli seconds .
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```python
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import datascreeniq as dsiq
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