What are the best practices for plotting with Pandas?

What are the best practices for plotting with Pandas?

When plotting with Pandas, it's important to keep your data clean, use appropriate plot types, and customize your visuals for clarity.

Can you give me an example of a good plot?

Sure! A good example is using a line plot to show trends over time. You can use df.plot(kind='line') to visualize time series data.

How can I improve the aesthetics of my plots?

You can improve aesthetics by adjusting colors, adding titles, labels, and legends, and using styles like plt.style.use('seaborn').

What about handling missing data in plots?

You can handle missing data by using methods like df.fillna() to fill gaps or df.dropna() to remove them before plotting.