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This paper was prepared by the HEP Software Foundation (HSF) PyHEP WorkingGroup as input to the second phase of the LHCC review of High-Luminosity LHC(HL-LHC) computing, which took place in November, 2021. It describes theadoption of Python and data science tools in HEP, discusses the likelihood offuture scenarios, and recommendations for action by the HEP community.

HL-LHC Computing Review Stage 2, Common Software Projects: Data Science Tools for Analysis