In an enthralling contest on February 8, 2023, Club Celaya defeated Dorados de Sinaloa 4-2 in the Liga de Expansion MX. The match was characterized by its dynamic flow, with Celaya's offensive potency shining through particularly in the second half. Crucial data points such as goals from set-pieces and open play, extensive use of corner kicks, as well as the disciplinary record, played significant roles in shaping this match's outcome.

Club Celaya's high number of corner kicks, totaling 14, turned out to be pivotal for their attacking strategy. Their ability to capitalize on set-pieces contrasted sharply with Dorados de Sinaloa, who managed a mere single corner. The high corner count for Celaya facilitated continuous pressure on Dorados’ defense, eventually wearing them down as the match progressed. On the other hand, despite having fewer overall scoring opportunities, Dorados managed to find the net twice in the first half.

A key differentiator was the effect of numerical advantage due to Dorados de Sinaloa's red card, which put them on the back foot. The red card, coupled with two yellow cards in the first half, left Dorados vulnerable defensively. Celaya, showing superior discipline despite racking up three yellow cards, effectively leveraged their numerical superiority. Their structured play post-red card and efficient substitutions in the second half allowed them to dominate possession and score three times after it was 2-2.

The shooting statistics reflected a higher efficiency for Celaya. While specifics of shots on target and off target weren't given, Celaya’s conversion rate was impressive, signaling better shot selection and execution. Dorados, despite striking first in recurring instances, couldn't sustain their lead, with their defensive failures and fewer saves from the goalkeeper compared to Celaya indicating areas they fell short.

Subsequently, teamwork played a decisive role. Celaya's cohesiveness in both offensive and defensive transitions, buoyed by their tactical use of corners and fewer offsides, showcased their superior organization. Dorados’ faltering teamwork under the strain of one less player highlighted a compromise in their game plan, ultimately tilting the match towards Celaya.

In summary, the critical impact factors were Celaya's effective use of corners, superior shot conversion, disciplined yet aggressive play, and tactical adjustments post-red card against Dorados. These statistical insights crystalize why Celaya deservedly secured the win in a robust and strategically nuanced encounter.

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