seaborn

• seaborn is a popular Python data visualization library.

• Installation: pip install seaborn

• Import: import seaborn as sns

• Choosing color palettes

1. Scatter Plot

• seaborn.scatterplot draws a scatter plot with possibility of several semantic groupings.

2. Line Plot

• seaborn.lineplot draws a line plot with possibility of several semantic groupings.

3. Histogram

• seaborn.histplot plots univariate or bivariate histograms to show distributions of datasets.

4. Bar Plot

• seaborn.barplot shows point estimates and errors as rectangular bars.

5. Box Plot

• seaborn.boxplot draws a box plot to show distributions with respect to categories.

6. Heatmap

• seaborn.heatmap plots rectangular data as a color-encoded matrix.

7. Pair Plot

• seaborn.pairplot plots pairwise relationships in a dataset.

8. Violin Plot

• seaborn.violinplot draws a combination of boxplot and kernel density estimate.

9. Swarm Plot

• seaborn.swarmplot draws a categorical scatterplot with points adjusted to be non-overlapping.

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Updated by Fatma on April 06, 2023