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 Data2 years ago

How much bad data costs in an organization?

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Leading the charge within my organization16%

Following innovative vendors or verified case studies from my industry54%

Taking an employee driven/grassroots approach19%

Taking a cautious approach9%

Not currently focused on AI initiatives1%

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Yes, it's integrated together50%

No, VMO is separated45%

Other (comment below)4%

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