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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Customer service13%

Executive management23%

Finance and accounting13%

HR17%

IT27%

Legal and compliance7%

Operations20%

Product development7%

Research and development13%

Sales and marketing3%

Other3%

None are exempt33%

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Yes, it promotes innovation58%

No, it harms competition37%

Undecided6%

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