Author: Jainil Patoliya
F1 2024-26 – 021330024540.
Introduction:
This report looks at how students at ITM Business School view four major Dancer, Remo D’Souza, Shakti Mohan, Raghav Juyal, Punit Pathak. We want to understand their opinions by analyzing the rankings they gave to these Dancer, from 1 (lowest) to 10 (highest). Using a method called ANOVA: Single Factor, we will check if there is a big difference in how students rated Dancer. This will help us see which banks students prefer and how they feel about them.
Objective:
To find out if there are significant differences in the preferences (ratings) of ITM students for the Dancer – Remo D’Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.
Data Collection:
Students of ITM Business School were surveyed. Each student rated four movie genres i.e. Remo D’Souza, Shakti Mohan, Raghav Juyal, and Punit Pathak, on a scale of 1 to 10, were 1 indicates low preference and 10 indicates high preference. The ratings for each genre were recorded for analysis.
Data Analysis:
The ANOVA: Single Factor test was performed to compare the means of the ratings across the four genres.
The hypotheses for the test are:
- Null Hypothesis (H0): There is no significant difference in the average ratings of Remo D’Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.
- Alternate Hypothesis (H1) At least one of the genres has a significantly different average rating.
The results of the ANOVA: Single Factor test are as follows:
|
ANOVA |
|
|
|
|
|
|
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
|
Between Groups |
122.11 |
3 |
40.70333 |
8.597782 |
4.11E-05 |
2.699392598 |
|
Within Groups |
454.48 |
96 |
4.734167 |
|||
|
|
||||||
|
Total |
576.59 |
99 |
Since the P-value (0.0000411) is much smaller than the standard significance level of 0.05, we reject the null hypothesis.
Conclusion: There is no significant difference in the average ratings of Dancer -Remo D’Souza, Shakti Mohan, Raghav Juyal, Punit Pathak.