Matplotlib and Seaborn defaults that make charts publication ready

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I spend a few minutes standardizing plotting defaults before I start analysis. Better typography, clear labels, and consistent palette choices reduce review cycles and improve notebook readability. Charts should explain themselves without requiring a voiceover in a meeting.