How much time does a data scientist spend cleaning and organizing data before working on it?

Less than 20% of the time

Between 20% and 40% of the time 40%

Between 40% and 60% of the time 60%

More than 60% of the time

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Director of Dataa year ago

How much bad data costs in an organization?

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Data quality and availability15%

Computational resources24%

Ethical concerns and biases22%

Expertise and skill gaps28%

Regulatory compliance5%

Budget issues2%

Gen AI out of Scope1%

Others

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Today!11%

Last week37%

Last month22%

Last quarter12%

Last year7%

Never4%

I can't remember4%

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