Prompt Title: Seaborn Cheatsheet

Created 1 year ago
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Prompt Detail:

Here's a cheatsheet for Seaborn:

Importing Seaborn

python
import seaborn as sns

Loading built-in datasets

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

Plotting with Seaborn

python
# 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

python
# 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.

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wolfini
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