Seaborn Built-in Datasets

Seaborn includes several clean, ready-to-use datasets for practice. These are ideal for EDA and regression projects because they load instantly with no file management required.

List Available Datasets

import seaborn as sns

print(sns.get_dataset_names())

Load a Dataset

df = sns.load_dataset("dataset_name")

Good for EDA (Module 4)

Dataset	Rows	Columns	Good for
`penguins`	344	7	Grouping, scatter, missing values, example
`tips`	244	7	Numeric and categorical, distributions
`iris`	150	5	Classic grouping, clean data, few missing
`mpg`	398	9	Mixed types, missing values, real-world
`diamonds`	53940	10	Large dataset, skewed distributions
`titanic`	891	15	Survival analysis, many missing, challenge

Good for Regression (Module 6)

Dataset	Rows	Predict?	Notes
`mpg`	398	`mpg`	Missing values
`tips`	244	`tip`	real-world
`penguins`	344	`body_mass_g`
`diamonds`	53940	`price`	Challenging

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