fin separation front/back

backend/visualization_strategy.py

@@ -0,0 +1,16 @@
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+def plot_histogram(data, column):
+    fig, ax = plt.subplots()
+    ax.hist(data[column].dropna(), bins=20, edgecolor='k')
+    ax.set_title(f"Histogram of {column}")
+    ax.set_xlabel(column)
+    ax.set_ylabel("Frequency")
+    return fig
+
+def plot_boxplot(data, column):
+    fig, ax = plt.subplots()
+    sns.boxplot(data=data, x=column, ax=ax)
+    ax.set_title(f"Boxplot of {column}")
+    return fig