Question

How can we say that air is a homogenous mixture although its particles are not uniformly distribited

Answer 1

Pure air made of some definite gases is a homogeneous mixture as all its components are mixed together very well and do not have visible boundaries.

Note: The fact goes for pure air only. Air mixed with pollutants is not a homogeneous mixture. Its heterogeneous.