Prompt Title: Seaborn Cheatsheet

Here's a cheatsheet for Seaborn:

Importing Seaborn

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import seaborn as sns

Loading built-in datasets

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tips = sns.load_dataset("tips")
iris = sns.load_dataset("iris")

Plotting with Seaborn

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# scatterplot
sns.scatterplot(x="x-axis-data", y="y-axis-data", data=dataframe)

# lineplot
sns.lineplot(x="x-axis-data", y="y-axis-data", data=dataframe)

# barplot
sns.barplot(x="x-axis-data", y="y-axis-data", data=dataframe)

# countplot
sns.countplot(x="x-axis-data", data=dataframe)

# boxplot
sns.boxplot(x="x-axis-data", y="y-axis-data", data=dataframe)

# violinplot
sns.violinplot(x="x-axis-data", y="y-axis-data", data=dataframe)

# heatmap
sns.heatmap(dataframe.corr())

Customizing Plots

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# setting plot style
sns.set_style("whitegrid")

# setting plot size
sns.set(rc={"figure.figsize":(8,6)})

# setting title and axis labels
sns.set_title("Title of Plot")
sns.set_xlabel("X-axis Label")
sns.set_ylabel("Y-axis Label")

# setting color palette
sns.color_palette("pastel")

# adding a legend
sns.legend(title="Legend Title")

This cheatsheet covers some of the most commonly used Seaborn functions and customization options. However, Seaborn offers a wide range of other functions and customization options that can be explored in the official Seaborn documentation.