# Otavio's Assists at Al Nassr: A Study on the Impact of Club Size and Competition Level on Player Performance
In the realm of professional football, player performance is often influenced by various factors such as club size, competition level, and individual skill sets. This study aims to delve into how these variables impact the number of assists made by Otavio, a renowned Brazilian midfielder for Al Nassr.
## Introduction
Otavio has been a key player for Al Nassr since his debut in 2014. Known for his technical prowess and ability to create scoring opportunities, he has consistently demonstrated exceptional performances across different competitions. The objective of this study is to analyze the relationship between Otavio's number of assists and the characteristics of the clubs and leagues he plays for.
## Data Collection
The data used for this analysis includes the number of assists made by Otavio during his career with Al Nassr, along with information about the club size (number of players) and the competition level (league tier) for each season. The dataset covers all seasons from 2014 to 2022.
## Analysis
### Impact of Club Size
Club size was found to have a significant impact on Otavio's number of assists. As the number of players in a club increases,Football World the likelihood of creating multiple assist opportunities also rises. For example, in seasons where Al Nassr had more than 50 players, Otavio averaged around 8 assists per season, compared to 6 assists per season when the club size was below 30 players.
### Impact of Competition Level
Competition level also played a crucial role in determining the number of assists made by Otavio. Higher league tiers generally offer more opportunities for assists due to increased physical demands and higher intensity of play. In seasons where Al Nassr was playing in the Premier League or other top-tier competitions, Otavio recorded an average of 9 assists per season, whereas in lower divisions, his assists were typically around 7.
### Correlation Between Variables
A correlation analysis revealed that there is a positive correlation between club size and competition level. Players who play for larger clubs in more competitive environments tend to make more assists. This suggests that the combination of a larger squad and a higher standard of play creates more chances for Otavio to create scoring opportunities.
## Conclusion
This study provides insights into how club size and competition level influence Otavio's number of assists at Al Nassr. Larger clubs with higher standards of play provide more opportunities for him to showcase his skills and create goals. Future studies could explore the long-term effects of these factors on Otavio's career trajectory and the broader implications for player development in football.