This analysis covers the Campeonato Amapaense football match that took place on 04 February 2024, between Independente EC and Sao Paulo AP. The 4-1 victory for the home team, Independente EC, was not as straight-forward as the scoreline suggests, and we will examine the data to understand the events of the game better.

While there were no red cards for either team, it is worth noting that both teams demonstrated excellent discipline on the day, not picking up any yellow cards either. This statistic indicates an arguably clean game without unnecessarily aggressive play, which allowed for a smooth flow of play during the game.

Unfortunately, the dataset doesn't provide the number of shots, shots on target, or goalkeeper saves, restricting a deeper analysis of the match. But, examining the goal times, we can note that Independente EC opened the score in the second half, which suggests that both teams had a fairly balanced performance during the first 45 minutes. This goal inevitably compelled Sao Paulo AP to open up the game more in search of an equalizer, thereby leaving more gaps for Independente EC to exploit.

Subsequently, Independente EC scored 3 more goals, putting them at a significant advantage over their opponents, Sao Paulo AP. Even though Sao Paulo AP managed to get one goal, the decisive 3-goal lead established by Independente EC proved insurmountable.

While we cannot conclusively say how much ball possession each team had, the number of goals indicates that Independente EC did take their chances well when they arose. However, the exact dynamics of the game could be more accurately gauged with data on aspects like passes completed, successful dribbles, and interceptions, which unfortunately are not provided in the dataset.

In conclusion, the discipline displayed by both teams was impressive, as no yellow or red cards were presented throughout the match. Independente EC's proficient finish in front of the goal set them apart as they capitalized on Sao Paulo AP's urgent need to score after the first goal, leading them to a 4-1 victory. Future opponents of Independente EC should be cautious about letting them score early in the second half, as they have demonstrated their ability to take advantage of such situations.

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