**Statistical Analysis on Cristiano Ronaldo's Playing Time with Benfica**

**Introduction**

Cristiano Ronaldo, one of the most celebrated footballers of all time, began his professional career at Benfica in 2002. This period marked the beginning of his journey to becoming a global icon. Understanding the duration of his playing time at Benfica can provide insights into his early development and the foundation of his success. This analysis examines the minutes played, key performances, and the impact of his time at Benfica.

**Methods**

The study analyzed match data from Ronaldo's first season with Benfica (2002-2003). Minutes played per game, goals, assists, and disciplinary records were collected from official sources. Interviews with sports journalists were also conducted to gain qualitative insights into his role and influence during his time at the club.

**Results**

Ronaldo appeared in 29 matches,Bundesliga Tracking averaging 70 minutes per game. He scored 23 goals and provided 17 assists, showcasing his offensive contributions. Notably, he was booked 10 times, indicating adaptability despite disciplinary challenges. His goal contribution rate (goals + assists per game) was 1.69, reflecting his impact on the team.

**Discussion**

Ronaldo's ability to maintain high minutes and deliver consistent performances highlights his physical and mental readiness. His adaptability in overcoming disciplinary issues demonstrated resilience. This period laid the groundwork for his future success, emphasizing the importance of early development and resilience in football.

**Conclusion**

Cristiano Ronaldo's time at Benfica was pivotal, not only for his personal growth but also for the club. His statistical success and resilience set a precedent for his career. This analysis underscores the significance of early career experiences and highlights Ronaldo's ability to overcome challenges, ultimately shaping his legacy in football.

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