Number of rows

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Definition

The number of rows test allows you to set a threshold on the number of rows in your dataset.

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Taxonomy

• Category: Integrity.
• Task types: LLM, tabular classification, tabular regression, text classification.
• Availability: development and monitoring.

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Why it matters

• During development, datasets are often updated and modified. It is important to keep track of the number of rows in your dataset to ensure that it has the expected size as you iterate on it.
• In monitoring, it is important to keep track of the number of rows received within a given evaluation window, as sudden shifts in traffic can be a sign that actions need to be taken.