removing an app from the Android App Store (Play Store)

The video at https://www.youtube.com/watch?v=bqEOQzg_kp8 has the current steps - 

• Go to play.google.com/console
• Click on app
• On left menu, scroll down to Setup, under which click on Advanced Settings
• Choose Unpublish.