Nearly one third of business intelligence (BI) professionals spend 50% to 90% of their time cleaning raw data for analytics, according to a survey by Xplenty, which provides a big data integration platform.

The study focused on several areas of the Extract, Transform and Load (ETL) process, including preferences for on-premise or cloud-based services, perceived challenges and the amount of time spent on ETL.

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