--- a
+++ b/src/eda.py
@@ -0,0 +1,19 @@
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+def plot_class_distribution(data, column):
+    sns.countplot(x=column, data=data)
+    plt.title(f'Distribution of {column}')
+    plt.show()
+
+def plot_numeric_distribution(data, column):
+    sns.histplot(data[column], kde=True)
+    plt.title(f'Distribution of {column}')
+    plt.show()
+
+def plot_correlation_matrix(data):
+    correlation_matrix = data.corr()
+    plt.figure(figsize=(12, 8))
+    sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm')
+    plt.title('Correlation Matrix')
+    plt.show()