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Marvel Entertainment would like to analyze the viewer s review comments of their 2 0 1 8 film Venom to filter strong frequent association patterns

Marvel Entertainment would like to analyze the viewers review comments of their
2018 film Venom to filter strong frequent association patterns among at least 50% of
viewers. They are looking for only parameters in the below list and their intent of the
analysis is to produce film under of similar genre for their next collaboration with
Tencent Pictures. Representative sample reviews used for analysis is given below:
Edit (or Editing or Edition or Scene or Visuals or Graphics)
Expect(or Expectation)
Hero
Villain
Anti-Hero,
Action
Com Plot (or Writing or story or character)
S.No Ratings Review Comments
11 Sadly, the writers went down the safer road and made the well known villain into a hero.
25 I love the anti-hero take on Venom. Funny action packed liked the story line. Not for kids
but definitely recommend for a laugh
34 One of the best anti-hero character movie.Great display of acting and direction. The script
is handled very well with good visuals. Yes, the villain could have been stronger.
43 how venom is a super villain but now they make him a hero and the bonding scene is
really disappointing
54 First half goes very well in terms of setting the story and the venom universe, second part
is more about action and there it has a few flaws but it is still fun and interesting to
watch...but don't have too high expectations. Tom Hardy is in all the scene.
65 I like how they now thought something different from the comic storylines.. I personally
loved the story plot!!
75 It's has funny moments which is necessary in movies like this. Not so serious or gravel
voice like some action movies. Not so much fighting but more story which is a nice
change.
85 the storyline was unique and i loved the way venom had a sense of humour to him
throughout the whole movie.
91 The trailers were also poor editing, especially with the Wilhelm scream, so expectations
were low. I was VERY excited at the beginning when I saw they were doing a Venom
movie, but it's such a letdown. We're here for the villain/anti-hero black blob with a
superiority complex.
103 Tho I dont call them plot holes. And its a real shame because it could of been a good
movie.
114 It was entertaining, had plenty of action, and had a sprinkle on comedy at times. it was
refreshing to see a movie where the villain is technically the good guy. Venom was really
cool and the story was great
123 The character graph is given a heroic turnover . It starts slow and never picks up the pace.
Both the lady and the villain needs more charisma .
131 Predictable plot, dialogue borrowed from a selection of scripts circa 1988. Receipts just
confirm there's a sizeable audience with very low expectations
[2+3.5+1.5+1=8 Marks]
a. Convert the given data into transactional data.
b. Mine only the frequent 2-itemsets using Apriori algorithm.
c. Explain Apriori pruning principle in frequent items mining by using the results obtained
from part b)
d. As per your understanding, justify in no more than 1 statement, why FP tree growth might
be better suited for mining frequent itemsets instead of Apriori algorithm for this problemedy(or laugh or funny or humour)

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