Author: Ayushi Parekh
Introduction: Netflix: A global streaming platform offering a vast library of movies, TV shows, documentaries, and original content across various genres. Known for producing hit series like Stranger Things and Money Heist.
Prime Video: Amazon’s streaming service, offering a wide selection of movies, TV shows, and original content, along with benefits like access to exclusive movies and series (The Boys, Mirzapur). It’s part of the Amazon Prime subscription.
Disney+ Hotstar: A popular streaming platform in India, offering content from Disney, Marvel, Star Wars, and National Geographic, along with Indian movies, TV shows, and sports like IPL cricket.
Zee5: An Indian on-demand streaming service providing a mix of movies, TV shows, web series, and regional content in various Indian languages, along with original series and shows.
Objective: Find out whether all OTT platforms are same or not.
Data Collection: Primary data was collected in a classroom setting, with 25 students participating. The students provided ratings on a scale of 1 to 10. The collected data was subsequently analyzed, and an ANOVA table was generated for further statistical interpretation.
Data Analysis:
Ho: All OTT Platforms are same.
H1: Any one of the OTT Platform is different.
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Anova: Single Factor |
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SUMMARY |
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Groups |
Count |
Sum |
Average |
Variance |
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Netflix |
25 |
230 |
9.2 |
0.666667 |
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Amazon Prime Video |
25 |
191 |
7.64 |
1.406667 |
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Disney hotstar |
25 |
163 |
6.52 |
5.51 |
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Zee 5 |
25 |
143 |
5.72 |
6.293333 |
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ANOVA |
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Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
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Between Groups |
170.67 |
3 |
56.89 |
16.39875 |
0.000 |
2.699393 |
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Within Groups |
333.04 |
96 |
3.469167 |
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Total |
503.71 |
99 |
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The above annova table shows the P value which determines whether we accept or reject the null hypothesis and vice versa. The P value for the data collected and analyzed is 0.000, which is less than 0.5 meaning we accept alternate hypothesis.
Conclusion: P value is 0.000 which is less than 0.05 therefore we reject null hypothesis and accept alternate hypothesis, that concludes that any one of the OTT platforms is different.