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import seaborn as sns
import matplotlib.pyplot as plt
from loader import load_training, pull_features, pull_lots
training_data = load_training()
dataset = pull_lots(training_data[training_data["era"] == "era1"])
sns.pairplot(dataset, aspect=1)
plt.savefig("images/scatter/scatter_matrix_seaborn.png")
sns.pairplot(dataset, aspect=1, hue="target_bernie")
plt.savefig("images/scatter/scatter_matrix_seaborn_hue.png")