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
5 PARTICIPANTS
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
Data quality and availability15%
Computational resources24%
Ethical concerns and biases22%
Expertise and skill gaps28%
Regulatory compliance5%
Budget issues2%
Gen AI out of Scope1%
Others
Today!11%
Last week37%
Last month22%
Last quarter12%
Last year7%
Never4%
I can't remember4%
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No recruiting.
No self promotion.
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