 June of 1950, the top song was Eileen Barton. If I knew you'd come in, I'd have baked a cake. Why not? Well, the top song on the country chart could also have been a little bit more novelty style. It was Red Foley who had the top song in June of 1950. Coming off the success of his hit Freight Train Boogie, he made us all slap our knees.