For me, if you're looking for romance then this might not be for you. I think the reason why this is popular because…
I've seen a lot of romance kdramas. But even though it didn't have so many romantic scenes, it made me feel the love they had for each other very strongly. I think it is indeed a perfect romance drama (which is certainly not only romance ofc)