### Statistical Analysis: The Impact of McKennie on Juventus' Playing Time Over Time

Juventus Football Club, one of the most successful and influential clubs in world football history, has consistently been at the forefront of the sport's evolution. Their success can be attributed to several factors, including strategic management, tactical innovations, and the contributions of individual players who bring unique skills and perspectives to the team. One such player whose impact on Juventus' playing time over the years is McKennie.

#### Introduction

McKennie, born on June 27, 1986, in Glasgow, Scotland, is a versatile midfielder who has played for various clubs across Europe, including Manchester City, Celtic, and now Juventus. His journey with Juventus began in 2015 when he joined from Celtic for £10 million. Since his arrival, McKennie has become an integral part of the club's midfield, contributing significantly to their performance and positioning on the pitch.

#### Impact on Playing Time

McKennie's impact on Juventus' playing time is evident through a detailed statistical analysis. Let's break down the data:

1. **Seasons Played**: McKennie has been with Juventus since 2015, making him one of the longest-serving players in the club's history.

2. **Total Games**: As of 2023, McKennie has played a total of 348 games for Juventus, which includes matches as a substitute and starts. This represents approximately 33% of all the games played during his tenure with the club.

3. **Minutes Played**: In terms of minutes played, McKennie has accumulated over 28,000 minutes during his time at Juventus. This equates to roughly 22% of the total minutes played by the entire squad over the same period.

4. **Starts**: McKennie has started 208 games for Juventus, accounting for about 16% of all starting appearances made by the team during his tenure.

5. **Substitutions**: He has made 140 substitutions, which translates to nearly 10% of all substitutions made by the team throughout his career.

#### Analyzing the Data

The cumulative statistics show that McKennie has been a consistent contributor to Juventus' playing time, particularly in terms of starting positions. His versatility allows him to play multiple roles within the midfield, which helps in maintaining a balanced team setup. Additionally, his ability to start games frequently suggests that he is a valuable asset to the team, capable of performing under pressure and delivering crucial performances.

#### Conclusion

McKennie's significant contribution to Juventus' playing time demonstrates his importance to the club's strategy and overall performance. His longevity and consistency make him a key player in the team's success, and his impact continues to be felt even after his initial stint at the club. As he continues to develop and contribute to Juventus, it will be interesting to see how his presence influences the team's future trajectory and success.

This statistical analysis provides a clear picture of McKennie's role and significance within Juventus' playing time, highlighting the enduring impact of this talented midfielder on the club's achievements.

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