visualize.py

import matplotlib.pyplot as plt

def plot_spending_by_category(df):
    category_spending = df.groupby("Category")["Amount"].sum()
    category_spending.plot(kind="bar", title="Spending by Category", figsize=(8, 5))
    plt.savefig("assets/spending_chart.png")