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| %matplotlib inline | |
| import seaborn as sns | |
| sns.set(style="ticks") | |
| df = sns.load_dataset("iris") | |
| sns.pairplot(df, x_vars=["sepal_length", "sepal_width"], y_vars=["petal_length", "petal_width"], markers=".", kind="reg") | |
| # round(df.corr()**2, 2) | |
| sns.heatmap(df.corr(), cmap=sns.color_palette("RdBu_r", 7), annot=True, fmt=".2f", center=0, vmin=-1.0, vmax=1.0) |
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