This song tells the story of Chief Noc-A-Homa, the former mascot for the Atlanta Braves baseball team (as in Chief "knock a homer"). Frontman Cole Alexander explained this ode to the drunken Native Indian in an interview with Spin magazine: "The guy who acted as the mascot was a real Native American and he used to do prayer dances on the pitcher's mound. A lot of the other Native Americans were bummed out on him. Apparently he drank a lot and would pass out in this teepee that was part of his shtick. He was just a nice guy who rooted for the team. He eventually got fired for running around the field drunk."
"Thinking About You" was the ninth track from Calvin Harris' 18 Months album to enter the UK singles Top 10. No other artist has obtained so many hits from one LP - Michael Jackson was the previous record holder with seven Top 10 tunes from both his Bad and Dangerous sets.