Data visualization best practices with Python

I'm creating dashboards for stakeholders and want to ensure they're effective. What are your go-to libraries and best practices? Currently using matplotlib but the charts look quite basic. I've heard good things about: - Plotly for interactive charts - Seaborn for statistical visualization - Altair for declarative visualization Which would you recommend for business reporting?