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tokern / piicatcher

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Shallow scan should recognize phone, credit card, person and location from column names

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vrajat
vrajat commented Feb 14, 2020

It is not surprising that deep and shallow scan show different results. Shallow scan only looks at column names. Deep scan looks at a sample of the data. I've even noticed that two different runs of deep scan show different results as sample rows are different. This is the challenge with not scanning all of the data. Its a trade-off between performance/cost and accuracy. There is no right answer.

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