Table 2.
Types of Seaborn graphs
| No | Type | Name | Figure-level function | Axes-level function |
|---|---|---|---|---|
| 1 | Relational plot | Scatter plot | sns.relplot(kind=“scatter”) | sns.scatterplot() |
| 2 | Line plot | sns.relplot(kind=“line”) | sns.lineplot() | |
| 3 | Distribution plot | Histogram plot | sns.displot(kind=“hist”) | sns.histplot() |
| 4 | Kernel density plot | sns.displot(kind=“kde”) | sns.kdeplot() | |
| 5 | Cumulative distribution plot | sns.displot(kind=“ecdf”) | sns.ecdfplot() | |
| 6 | Rug plot | - | sns.rugplot() | |
| 7 | Distribution plot | sns.distplot() | - | |
| 8 | Categorical scatter plot | Strip plot | sns.catplot(kind=“strip”) | sns.stripplot() |
| 9 | Swarm plot | sns.catplot(kind=“swarm”) | sns.swarmplot() | |
| 10 | Categorical distributiona plot | Box plot | sns.catplot(kind=“box”) | sns.boxplot() |
| 11 | Violin plot | sns.catplot(kind=“violin”) | sns.violinplot() | |
| 12 | Letter value plot | sns.catplot(kind=“boxen”) | sns.boxenplot() | |
| 13 | Categorical estimate plots | Point plot | sns.catplot(kind=“point”) | sns.pointplot() |
| 14 | Bar plot | sns.catplot(kind=“bar”) | sns.barplot() | |
| 15 | Count plot | sns.catplot(kind=“count”) | sns.countplot() | |
| 16 | Regression plot | Regression line and scatter plot | - | sns.regplot() |
| 17 | Multiple regression plot | sns.lmplot() | - | |
| 18 | Residual plot | - | sns.residplot() | |
| 19 | Matrix plot | Heatmap | - | sns.heatmap() |
| 20 | Dendrogram and Heatmap | - | sns.clustermap() | |
| 21 | Multi-plot grids | Grid settings | sns.FacetGrid() | - |
| 22 | Multivariable plot | sns.pairplot() | - | |
| 23 | Multivariate grid settings | sns.PairGrid() | - | |
| 24 | Bivariate plot | sns.jointplot() | - | |
| 25 | Bivariate grid settings | sns.JointGrid() | - |