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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Yes, but it doesn’t exist yet26%

Yes, and it already exists42%

No, but I wish23%

No, and I don’t think it needs to9%

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Emotional intelligence training for leaders & management23%

Progress meters24%

Impact-Effort boards21%

Strategic retrospectives8%

Town halls focused on enablement & team appreciation11%

Demonstrations of how tasks & initiatives drive business outcomes10%

Other (please list below!)1%

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