Re:Scikit-Learn Version 1.0
by mrtranscendence on Tuesday September 14, 2021 @09:48AM
(#28524744)
I imagine there are data scientists who operate primarily on unstructured rather than tabular data. Part of my current job involves stuff like text classification, and it's not that difficult to imagine someone for whom that's a more sizable proportion of their day-to-day.
Still, my suspicion -- at least from my corner of data science -- is that such individuals are rare, and that most data scientists do make use of tabular data more often than not.
Re:Scikit-Learn Version 1.0
by civilized on Tuesday September 14, 2021 @10:08AM
(#28525048)
I totally get what you mean - I would suspect that when you work with unstructured data, tabular data manipulation is maybe 20-40% of what you do, and when you work with structured data, it's more like 60-80%.
Still, my suspicion -- at least from my corner of data science -- is that such individuals are rare, and that most data scientists do make use of tabular data more often than not.