diff --git a/quantecon/inequality.py b/quantecon/inequality.py
index 755916c86..2cac426a4 100644
--- a/quantecon/inequality.py
+++ b/quantecon/inequality.py
@@ -34,13 +34,9 @@ def lorenz_curve(y):
 
     Examples
     --------
-    a_val, n = 3, 10_000
-    y = np.random.pareto(a_val, size=n)
-    f_vals, l_vals = lorenz(y)
-    #Plot
-    fig, ax = plt.subplots(1, 1, figsize=(5, 5))
-    ax.plot(f_vals, l_vals, label="Pareto with a={0}".format(a_val))
-    fig.suptitle("Pareto distribution with a={0}".format(a_val))
+    >>> a_val, n = 3, 10_000
+    >>> y = np.random.pareto(a_val, size=n)
+    >>> f_vals, l_vals = lorenz(y)
 
     """