Spotify shares are dropping early Thursday, a day after disappointing earnings. It was the first time Spotify reported as a public company. Watch Spotify trade in real time here. Spotify shares fell as much as 10% Thursday morning after the streaming-music giant released its first quarterly earnings report as a public company.