Title: Comparison of Top 4 Anime series
Author: Avani Agarwal
Introduction: In the realm of Japanese animation (anime), a few series have stood out as cultural phenomenon, captivating audiences worldwide for decades. Among these titans, One Piece, Naruto, Bleach, and Dragon Ball have consistently reigned supreme. Each series has their own unique niche, offering distinct narratives, iconic characters, and immersive worlds.
This report aims to delve into a comparative analysis of these four anime giants. By examining their popularity ratings and overall impact, we seek to provide a comprehensive understanding of their contributions to the anime landscape.
Objective: To compare the popularity of top 4 anime series
Data Collections: I gathered feedback from my anime watching friends about four Anime series: One piece, Naruto, Bleach and Dragon Ball and asked them to rate each series on a scale from 1 to 10. To analyse the collected data, a one-way ANOVA (Analysis of Variance) was used to determine if there are significant differences among the popularity of four series.
Data Analysis: The ANOVA: Single Factor test was performed to compare the ratings of four brands.
The hypotheses for the test are:
- Null Hypothesis (H0): All are same.
- Alternate Hypothesis (H1): Anyone of them is different.
|
ANOVA |
||||||
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
|
Between Groups |
10.04 |
3 |
3.346666667 |
0.373964056 |
0.771967147 |
2.699392598 |
|
Within Groups |
859.12 |
96 |
8.949166667 |
|||
|
Total |
869.16 |
99 |
|
|
|
|
The ANOVA table shows the results of the analysis.
The P-value is 0.77 which is more than 0.05 which means we have to accept null hypothesis (H0) with the degree of freedom 3 and 96.
Conclusion: H0- All are same.