What are the best plotting libraries for pandas?
Some of the best plotting libraries for pandas include Matplotlib, Seaborn, and Plotly. Each has unique features.
Can you explain the differences between Matplotlib and Seaborn?
Matplotlib is a low-level library that provides more control over plots, while Seaborn is built on top of Matplotlib and offers a higher-level interface with beautiful default styles.
How do I create a simple line plot using pandas and Matplotlib?
You can create a line plot by using the plot()
method on a pandas DataFrame. For example: df['column_name'].plot(kind='line')
.
What about interactive plots with Plotly?
With Plotly, you can create interactive plots easily. Just use plotly.express
to create plots like px.line(df, x='x_column', y='y_column')
.
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