We characterize laser filament-induced plasma in air at 10 kHz using optical emission spectroscopy. Time-resolved measurements reveal gas and electron temperatures, rotational distributions, and electron densities. Our study extends filament characterization to high-repetition rates above 1 kHz, a relevant regime for many filament applications.