Your Android phone will still have your WhatsApp data including chats and media files. If you want to delete that, you can either uninstall WhatsApp or factory reset your device. If you are planning to sell or give away your old phone, the second one is a better option. Make sure to take a backup of your important data before doing a factory reset.