Title: Various Social Media App Rating
Author: Rohit Gawli(021330024289)
Introduction : Instagram, Snapchat, Facebook, and WhatsApp are Most social media platforms that have Show how people connect and communicate. Instagram focuses on photo and video sharing, Creating Reels etc.Snapchat is known for its Unique content allowing users to share photos and videos that disappear after viewing . Facebook is one of the largest social networking sites, enabling users to connect with friends, share updates, and join various communities. WhatsApp is a messaging application that facilitates instant communication through text, voice, and video calls, providing a platform for both personal and group chats.
Objective : To Find Out All Are same or any one of them is different Between 4 Social Media Apps.
Data Collection : By Doing Survey of 25 People By Creating Google Forms and Collect a Data Which Contain a Rating For Each Social Media App 1 to 10 From Result Create Anova One Factor.
Data Analysis:
|
ANOVA |
||||||
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
|
Between Groups |
160.91 |
3 |
53.63666667 |
8.03947 |
0.0000780 |
2.699392598 |
|
Within Groups |
640.48 |
96 |
6.671666667 |
|||
|
Total |
801.39 |
99 |
|
|
|
|
Null Hypothesis (H0): There are no significant differences in the means of the groups (Instagram, Snapchat, Facebook, WhatsApp).
Alternative Hypothesis (H1): At least one group mean is significantly different from the others.
F-value: 8.04,P-value: 0.0000780,F critical value: 2.699
If the P-value is less than the significance level (commonly 0.05), we reject the null hypothesis.
Alternatively, if the F-value is greater than the F critical value, we also reject the null hypothesis.
P-value: 0.0000780 < 0.05 (significant),F-value: 8.04 > 2.699 (also significant)
Conclusion: Since both the P-value is less than 0.05 and the F-value exceeds the F critical value, we reject the null hypothesis. This indicates that there is a statistically significant difference in the means of at least one of the Instagram, Snapchat, Facebook, WhatsApp.
