It is very useful to have a lab to experiment with your data. Here is Teradata's approach.
" ... Promote Exploration & Experimentation
A Teradata Data Lab lets you explore and examine new ideas by combining new data with existing data so its easy to identify new trends and insight or react to immediate business issues. ... "
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