In the Campeonato Paulista A2 clash on January 17, 2024, between Atletico Monte Azul (home team) and Associacao Ferroviaria de Esportes (away team), the match outcome was a 1-1 draw. The data-driven analysis of the game indicates an intense battle from both sides with an even goal distribution, but a clear deviation in terms of disciplinary actions and set-piece, particularly in corner kicks.

The home team, Atletico Monte Azul, took an early lead, netting their single goal in the first half just 13 minutes into the match. However, their lead was neutralized by Associacao Ferroviaria de Esportes in the 51st minute of the second half. This demonstrates the defensive resilience of the away team, becoming more prominent after halftime.

One significant aspect that had a direct impact on the match outcome was undoubtedly the amount of disciplinary actions. Atletico Monte Azul received four yellow cards, along with one red card, compared to Ferroviaria's two yellow cards with no red cards. This disparity in disciplinary actions, particularly the red card, could have impacted Atletico's strategies and game plan, consequently, affecting their performance in the second half.

Analyzing the set-piece play, it's evident that Associacao Ferroviaria was more superior in the corners, securing 13 corner kicks compared to Atletico's six. This emphasizes Ferroviaria's more aggressive approach going forward, as corner kicks often reflect the offensive pressure applied. This advantage in corner kicks could have provided Ferroviaria more scoring opportunities, which in turn led to their equalizing goal.

Interestingly, the home team was caught offside four times, whereas the away team was caught offside three times. This suggests that both teams were trying to push forward and catch the opposition's defense off balance, with Atletico Monte Azul being slightly more daring in their attack.

In conclusion, despite Atletico's early goal, the lack of discipline, illustrated by the number of yellow and red cards, coupled with Ferroviaria's advantage in corner kicks led to a balanced match outcome. Both teams showcased their prowess, but an improvement in maintaining discipline will be a critical factor in Atletico Monte Azul's future games. Associacao Ferroviaria, on the other hand, could work more on converting their set-piece dominance into goals.

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