Arminia Bielefeld successfully hosted SV Waldhof Mannheim in a 3. Liga match on 14th October 2023, in a game that saw Bielefeld transform a 0-1 first-half deficit into an impressive 3-1 victory. There were salient statistical factors that attributed to this outcome.

Despite conceding a goal at 00:19:48 in the first half, Bielefeld displayed high resilience, ensuring Mannheim did not widen their lead. Bielefeld's initial struggle was evident in their first yellow card received just over 06:27 while trying to thwart Mannheim's attack.

However, the home team managed to stabilize their defense, while Mannheim, perhaps complacent with their initial lead, began to witness increasing disciplinary issues. Mannheim was given their first yellow card at 00:42:44, culminating in a total of 5 yellow cards through the course of the game, compared to just 3 for Bielefeld.

The second half revealed a revitalized Bielefeld attack. Within the first 7 minutes of the restart, the home team equalized. This quick response seemed to fluster Mannheim, earning them 2 quick yellow cards at 00:46:43 and 00:47:38. Bielefeld capitalized on this shift in momentum, scoring again at 00:56:55 and taking the lead for the first time in the match.

Mannheim's defensive troubles continued, picking up their 4th yellow at 00:53:30, only a few minutes after conceding the second goal. Bielefeld, meanwhile, maintained an effective and disciplined defense despite receiving two more yellow cards in the second half.

Nearly 20 minutes after securing the lead, Bielefeld landed the decisive blow, expanding their lead to 3-1 at 01:15:30. Notably, Bielefeld’s goals mainly came from open play which indicates effective build-up and clinical finishing from the side.

Moreover, Bielefeld showed a slight dominance in corner kicks, recording 3 against Mannheim's single attempt. This suggests Bielefeld maintained a healthy offensive pressure, constantly looking to exploit Mannheim's troubled defense.

In conclusion, the match was majorly decided by Bielefeld's second-half revival and Mannheim’s disciplinary woes. The improvement in Bielefeld's attacking efficiency and Mannheim's overwhelming count of yellow cards were pivotal in the resulting 3-1 victory for Arminia Bielefeld. However, both teams will need to address their disciplinary issues going forward. Their performances were marred by a total of 8 yellow cards, which is not conducive to controlled and strategic gameplay.

Data presents a good victory for Bielefeld; however, their continued success will hinge on their ability to balance aggression with discipline in forthcoming matches. On the other hand, Mannheim needs to revisit their defense strategy, seeing as their persistent fouls and lack of control were grave contributing factors to their defeat.

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