Where the factory radio is installed there is a little cubby below it (or above, if someone switched the radio around to get better access with the drink holder deployed).
The factory radio is a "single din":
"A standard automobile radio body size. A DIN radio (single DIN) measures 2x7", while a double DIN measures 4x7". When factory radio/CD players are replaced with after market units, the DIN standard ensures compatibility; however, new or altered dashboard trim may be required. See DIN and DIN connector."
You can ditch the cubby, remove the single din factory radio and install a double (or "dbl" as djmark abbreviated) din device. The device in your ebay link looks like a double din.