Report :
To write a detail analysis on the movies for Siddharth Malhotra by a survey and find out if any of the movies is different.
Author :
Priyanka Katpara
Objective :
To compare the 4 data and figure out if any is different.
Literature review :
The first movie in our list is an action based movie that is Shershaah (2021) chronicles the events in the run up to the Kargil war and the role of Captain Vikram Batra (PVC), whose indomitable spirit and unparalleled courage contributed immensely to India’s victory.Captain Vikram Batra (Sidharth Malhotra) finding the love of his life Dimple Cheema (Kiara Advani), before he is finally posted at the 13 JAK Rifles. This movie received 4.9 star ratings. The second movie is Kapoor & Son’s (2016) After their grandpa (Rishi Kapoor) gets a heart attack, Two Brothers (Fawad Khan & Sidharth Malhotra) come back to Coonoor & re-kindle with their Dysfunctional Family, the female lead is Alia Bhatt. The movie recieved 4.4 star ratings. Moving further to the third movie which is Brothers (2010) received a 4.3 star rating. It’s a Drama, War, Mystery & thriller based movie (adapted from Hollywood film ‘Warriors’) . It’s essentially Gary Fernandes (Jackie) is a prize-fighter married to Maria (Shefali). They have one son, David (Akshay) – and then, Monty (Siddharth), born from Gary’s extra-marital affair, appears. Brothers’ uses a form of kinetic martial arts to foreground its story of two warring siblings, but it stays, at heart, a Karan Johar film. This movie has received 4.3 star rating. Mohit Suri’s romantic thriller Ek Villain(2014) is a story where Guru (Sidharth) is a gangster who is happy to let his gun speak. Till the effervescent, virginal Aisha (Shraddha), a Good Samaritan, crosses his path. Opposite attract. His gun goes silent as the two of them chase the rainbow together. The texture of their relationship has that fairy-tale quality. And just when they start to build their castle, brick by brick, their life is stopped on the tracks by a psychotic serial killer Rakesh (Riteish) and received a 3.0 star rating.
Data collection :
35 people have been surveyed by creating a Google form and requesting them to rate the movies of Siddharth Malhotra. The rating was on a linear scale (1 to 10 scale, 1 being lowest and 10 being the highest). The response was then exported to in Excel using Google forms and the further analysis was carried out. Using Excel’s Data Analysis with Single Factor Anova tool, below analysis were recorded.
Data analysis :
H0 : All four movies are same.
H1 : Any one lf the movie is different.
One Way ANOVA table :
Source of variation, SS, df, MS, F, P-value, F-crib
Between groups – 82.54, 3, 27.51, 40.47, 9.31, 2.67
Within groups – 92.46, 36, 0.68
Total – 175, 139
Conclusion :
From the data analysis, we can conclude that in case of movies calculated F value is 40.47 which is more than tabulated F value. So reject F0 and accept F1, which means one of the movies is different from the other 3 movies.