A store receives a shipment of 5,000 MP3 players. In a previous shipment of 5,000 MP3 players, 300 were defective. A store clerk generates random numbers to simulate a random sample of this shipment. The clerk lets the numbers 1 through 300 represent defective MP3 players, and the numbers 301 through 5,000 represent working MP3 players. The results are given. 13 2,195 3,873 525 900 167 1,094 1,472 709 5,000

Based on the sample, how many of the MP3 players might the clerk predict would be defective? Can the manufacturer assume the prediction is valid?