This work analyzes the odd–even dynamics of the classical Collatz map from a 2-adic viewpoint. It proves that odd numbers with ν₂ (3n + 1) = r form arithmetic progressions of relative density 1/2^r–1, explaining the increasing gaps observed in Collatz trajectories. Using this 2-adic information, all odd numbers sharing the same last even term are grouped into 4-adic families, showing that every family converges to 𝔽₂ = 1, 5, 21, 85, …. The cycle 4 → 2 → 1 emerges as a unique global attractor. The framework also connects explicitly with the Structure Theorem for (d, g, h) -maps by Kontorovich and Sinai (2006), where the decreasing 2-adic density plays the role of the negative drift in their probabilistic model.
Miguel Cerda Bennassar (Sun,) studied this question.