Footballers Choice According to Viewers

Introduction:

Every footballer must master three fundamental skills in the game: ball control, passing accuracy, and positioning. These skills are the cornerstone of a footballer’s ability to contribute effectively to both offensive and defensive plays on the field.

Author: Monarch Shukla (021330124065), ITM Skills University.

Objective:

To compare four different Footballers Choices.

Data collection:

Each participant independently rated Naorem Mahesh Singh, Nandha Kumar Sekar, Lallianzuala Chhangte, and Manvir Singh. These ratings were gathered to reflect individual preferences, ensuring that fans considered their support for each player. The data is being collected to measure the level of fan support for these athletes.

Data analysis:

The ratings were then compiled for analysis of Fans preferences using ANOVA: single factor, allowing for statistical evaluation of differences in footballer fans preferences.

 

The hypothesis for the test are:

Anova: Single Factor
SUMMARY
Groups	Count	Sum	Average	Variance
How would you rate Naorem Mahesh Singh	25	175	7	10.526
How would you rate Nandha Kumar Sekar	25	148	5.9	10.937
How would you rate Lallianzuala Chhangte	25	195	7.8	6.800
How would you rate Manvir Singh	25	131	5.25	8.408
ANOVA
Source of Variation	SS	df	MS	F	P-value	F crit
Between Groups	78.2375	3	25.746	2.808	0.047	2.725
Within Groups	699.75	76	9.168
Total	774.9875	80

Since the P-value is 0.047 is less than the significance level of 0.05, we accept the Alternative Hypothesis.

Conclusion:

The ANOVA: single factor analysis yielded a P-value less than 0.05, leading to rejecting the Null Hypothesis. This confirms that at least one of them– Naorem Mahesh Singh, Nandha Kumar Sekar, Lallianzuala Chhangte, and Manvir Singh—has a significantly different preference level among respondents.