- 115 Female are smokers while 159 Male are smokers
- Southeast has the highest number of non smokers, 273. Northwest and Southwest has 58 smokers, the lowest across all region.
- Northwest and Southwest are the region with average charge lower than the overall average charge.
- Southeast has the highest number of smokers
- The average charges from Female is $12,570
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View Code? Open in Web Editor NEWDA Project 3: Personal Medical Insurance Analysis using SQL Magic on Jupyter notebook.