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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Waterfall12%

Prototype18%

Rapid Application Development7%

Agile Scrum46%

Agile Kanban8%

Dynamic System Development1%

Lean Software Development2%

Other .. please add it down2%

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Yes, AI tool cost was too high12%

Yes, talent costs were too high28%

Yes, costs for both AI tools and talent were too high20%

Not yet, but we may have to36%

No, our AI projects are within budget4%

N/A, we have no AI projects

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