This high-level blog post discusses using SQL vs. Python for implementing data pipelines: https://datacater.io/blog/2023-01-18/python-vs-sql-data-pipe...

TLDR: SQL feels most natural for joining and aggregating data sets; Python is favorable for filtering and transforming data due to its higher flexibility and extendability