The data transformation layer has long been the largest bottleneck in analytics... These manual processes are time consuming, labor-intensive and, most importantly, don't scale.
A 2020 survey... found that data scientists spend nearly half (45%) of their time on data prep tasks, including loading and cleaning data.
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