It already got confirmed because I submitted it to a "transaction acceleration service" called ViaBTC. Before I submitted it to ViaBTC, it had been unconfirmed for about 18 hours. And if I didn't submit it to ViaBTC, it would probably still be unconfirmed till now.
May I know why I received a "Double Spend" transaction?