diff --git a/examples/colorpalette/main.go b/examples/colorpalette/main.go
index 0468341..a98cf67 100644
--- a/examples/colorpalette/main.go
+++ b/examples/colorpalette/main.go
@@ -31,42 +31,42 @@ var (
 )
 
 func main() {
+	// Create data points in the CIE L*a*b color space
 	d := []kmeans.Point{}
-	// for l := 0; l < 255; l += 16 {
-	for a := 0; a < 255; a += 4 {
-		for b := 0; b < 255; b += 4 {
-			d = append(d, kmeans.Point{
-				// float64(l) / 255.0,
-				float64(a) / 255.0,
-				float64(b) / 255.0,
-			})
+
+	// l for lightness channel
+	// a, b for color channels
+	for l := 30; l < 255; l += 16 {
+		for a := 0; a < 255; a += 16 {
+			for b := 0; b < 255; b += 16 {
+				d = append(d, kmeans.Point{
+					float64(l) / 255.0,
+					float64(a) / 255.0,
+					float64(b) / 255.0,
+				})
+			}
 		}
 	}
-	// }
-	fmt.Printf("%d data points\n", len(d))
-
-	km, err := kmeans.NewWithOptions(0.01, true)
-	if err != nil {
-		panic(err)
-	}
-	clusters, err := km.Run(d, 16)
-	if err != nil {
-		panic(err)
-	}
 
+	// Write HTML header
 	buffer := bytes.NewBuffer([]byte{})
 	buffer.Write([]byte(header))
 
+	// Enable graph generation (.png files) for each iteration
+	km, _ := kmeans.NewWithOptions(0.01, true)
+
+	// Partition the color space into 16 clusters (palette colors)
+	clusters, _ := km.Run(d, 16)
+
 	for i, c := range clusters {
 		fmt.Printf("Cluster: %d %+v\n", i, c.Center)
-		col := colorful.Lab(80, -0.9+(c.Center[0]*1.8), -0.9+(c.Center[1]*1.8))
-		// LAB: col := colorful.Lab(c.Center[0]*1.0, -0.9+(c.Center[1]*1.8), -0.9+(c.Center[2]*1.8))
-		// RGB: col := colorful.Color{R: c.Center[0], G: c.Center[1], B: c.Center[2]}
-		fmt.Println("Hex:", col.Hex())
+		col := colorful.Lab(c.Center[0]*1.0, -0.9+(c.Center[1]*1.8), -0.9+(c.Center[2]*1.8))
+		fmt.Println("Color as Hex:", col.Hex())
 
 		buffer.Write([]byte(fmt.Sprintf(cell, col.Hex())))
 	}
 
+	// Write HTML footer and generate palette.html
 	buffer.Write([]byte(footer))
 	if err := ioutil.WriteFile("palette.html", buffer.Bytes(), 0644); err != nil {
 		panic(err)
diff --git a/examples/simple/main.go b/examples/simple/main.go
index 9addd13..0663c41 100644
--- a/examples/simple/main.go
+++ b/examples/simple/main.go
@@ -21,13 +21,10 @@ func main() {
 	fmt.Printf("%d data points\n", len(d))
 
 	// Partition the data points into 4 clusters
-	clusters, err := km.Run(d, 4)
-	if err != nil {
-		panic(err)
-	}
+	clusters, _ := km.Run(d, 4)
 
 	for i, c := range clusters {
 		fmt.Printf("Cluster: %d\n", i)
-		fmt.Printf("Center: X: %.2f Y: %.2f\n\n", c.Center[0]*255.0, c.Center[1]*255.0)
+		fmt.Printf("Centered at x: %.2f y: %.2f\n", c.Center[0]*255.0, c.Center[1]*255.0)
 	}
 }