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| Run Data Quality Checks |
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| Hamilton comes with data quality included out of the box. |
| While you can read more about this in the :doc:`API reference <../reference/api-reference/decorators/>`, we have a few examples to help get you started. |
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| The following two examples showcase a similar workflow, one using the vanilla hamilton data quality decorator, and the other using the pandera integration. |
| The goal of this is to show how to use runtime data quality checks in a larger, more complex ETL. |
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| 1. `Data quality with hamilton <https://github.com/DAGWorks-Inc/hamilton/tree/main/examples/data_quality/simple>`_ |
| 2. `Data quality with pandera <https://github.com/DAGWorks-Inc/hamilton/tree/main/examples/data_quality/pandera>`_ |
