Commentators explain that David's return was not a simple, unified event. 'All the people of Judah' were present because David had specifically appealed to them, his own tribe. In contrast, 'half the people of Israel' signifies that the other tribes, who also wanted David back, were not fully represented due to the speed of events and lack of communication. This imbalance set a tense political stage.