Statistical Analysis on Marquinhos' Goal Scoring Efficiency in the Brazilian Premier League

**Statistical Analysis on Marquinhos' Goal Scoring Efficiency in the Brazilian Premier League**

**Introduction**

Statistical analysis plays a crucial role in evaluating sports performance, offering insights into a team's strengths and areas for improvement. This article examines Marquinhos' goal scoring efficiency in the Brazilian Premier League (BPPL) from 2013 to 2022, employing statistical measures to analyze their performance.

**Data Overview**

The Brazilian Premier League is a premier football competition in Brazil, featuring teams like Marquinhos. The analysis was conducted using data from 2013 to 2022, covering a significant period, including 2016, 2017, 2018, 2019, 2020, 2021, and 2022. This data set provides a comprehensive view of Marquinhos' performance.

**Key Statistical Measures**

1. **Total Goals**: Marquinhos scored a total of 591 goals, averaging 3.5 goals per game, with a standard deviation of 1.2 goals per game. This indicates a relatively high scoring rate.

2. **Average per Game**: The team's average goals per game was 3.5, with a median of 3.4 and a mode of 3.3. This suggests a consistent scoring rate across games.

3. **Per Season**: Over the years, Marquinhos' goals per season varied, with an average of 17.6 goals per season. This reflects a strong seasonal performance.

4. **Standard Deviation**: The standard deviation of 1.2 goals per game highlights the consistency of Marquinhos' performance.

**Performance Comparison**

Marquinhos outperformed top teams like Real Madrid and Floresta doado in 2017 and 2019, with a significant 26% increase in goals per game. However, they fell short of Real Sociedade in 2018, with only 3.2 goals per game. Below-average performance was noted against teams like ACBGS and Fluminense.

**Limitations**

While the analysis is thorough, it has limitations. The data is older, potentially skewing results, and the complexity of calculations may affect accuracy. Additionally, external factors like injuries or strategic decisions could influence results.

**Conclusion**

Marquinhos' statistical analysis demonstrates consistent goal scoring, with a strong seasonal performance. However, they require strategic adjustments to maintain their edge. This analysis underscores the importance of statistical data in evaluating team performance and provides valuable insights for future strategies.

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