Actor ReleaseDate Movie ProductionBudget DomesticGross WorldwideGross Rating Johnny Depp 7-Dec-90 Edward Scissorhands $20,000,000 $53,976,987 $53,980,220 90% 22-May-98
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| Actor | ReleaseDate | Movie | ProductionBudget | DomesticGross | WorldwideGross | Rating |
| Johnny Depp | 7-Dec-90 | Edward Scissorhands | $20,000,000 | $53,976,987 | $53,980,220 | 90% |
| 22-May-98 | Fear and Loathing in Las Vegas | $18,500,000 | $10,680,275 | $13,711,903 | 49% | |
| 6-Apr-01 | Blow | $30,000,000 | $52,990,775 | $83,282,296 | 55% | |
| 19-Oct-01 | From Hell | $35,000,000 | $31,598,308 | $68,712,365 | 57% | |
| 9-Jul-03 | POTC: The Curse of the Black Pearl | $140,000,000 | $305,410,819 | $654,310,819 | 80% | |
| 12-Mar-04 | Secret Window | $40,000,000 | $47,958,031 | $92,110,539 | 46% | |
| 15-Jul-05 | Charlie and the Chocolate Factory | $150,000,000 | $206,459,076 | $475,825,484 | 83% | |
| 6-Jul-06 | POTC: Dead Man's Chest | $225,000,000 | $423,315,812 | $1,066,179,725 | 53% | |
| 24-May-07 | POTC: At World's End | $300,000,000 | $309,420,425 | $960,996,492 | 44% | |
| 20-May-11 | POTC: On Stranger Tides | $379,000,000 | $241,071,802 | $1,045,713,802 | 33% | |
| Will Smith | 2-Jul-96 | Independence Day | $75,000,000 | $306,169,255 | $817,400,878 | 68% |
| 1-Jul-97 | Men in Black | $90,000,000 | $250,690,539 | $587,790,539 | 92% | |
| 16-Jul-04 | I, Robot | $105,000,000 | $144,801,023 | $348,629,585 | 56% | |
| 11-Feb-05 | Hitch | $55,000,000 | $177,784,257 | $366,784,257 | 68% | |
| 15-Dec-06 | The Pursuit of Happiness | $55,000,000 | $162,586,036 | $307,311,093 | 67% | |
| 14-Dec-07 | I am Legend | $150,000,000 | $256,393,010 | $585,532,684 | 68% | |
| 1-Jul-08 | Hancock | $150,000,000 | $227,946,274 | $624,234,272 | 41% | |
| 15-Jan-10 | The Book of Eli | $80,000,000 | $94,835,059 | $158,750,817 | 47% | |
| 22-May-19 | Aladdin | $182,000,000 | $355,559,216 | $1,046,649,706 | 57% | |
| 15-Jan-20 | Bad Boys For Life | $90,000,000 | $204,417,855 | $424,536,881 | 76% | |
| Scarlett Johansson | 25-Apr-12 | The Avengers | $225,000,000 | $623,357,910 | $1,515,100,211 | 91% |
| 27-Sep-13 | Don Jon | $5,500,000 | $24,477,704 | $41,268,579 | 80% | |
| 25-Jul-14 | Lucy | $40,000,000 | $126,573,960 | $457,507,776 | 67% | |
| 22-Apr-15 | Avengers: Age of Ultron | $365,000,000 | $459,005,868 | $1,395,316,979 | 76% | |
| 5-Feb-16 | Hail, Caesar! | $22,000,000 | $30,080,225 | $64,220,196 | 86% | |
| 25-Apr-18 | Avengers: Infinity War | $300,000,000 | $678,815,482 | $2,044,540,523 | 85% | |
| 23-Apr-19 | Avengers: Endgame | $400,000,000 | $858,373,000 | $2,797,800,564 | 94% | |
| 18-Oct-19 | Jojo Rabbit | $14,000,000 | $33,370,906 | $87,068,472 | 80% | |
| 27-Nov-19 | Marriage Story | $8,600,000 | $0 | $320,349 | 94% | |
| 7-Jul-21 | Black Widow | $200,000,000 | $183,651,655 | $376,951,484 | 79% | |
| Ryan Reynolds | 14-Feb-08 | Definitely, Maybe | $7,000,000 | $32,241,649 | $55,617,866 | 70% |
| 19-Jun-09 | The Proposal | $40,000,000 | $163,958,031 | $314,709,717 | 45% | |
| 17-Jun-11 | Green Lantern | $200,000,000 | $116,601,172 | $219,535,492 | 26% | |
| 5-Aug-11 | The Change-Up | $52,000,000 | $37,243,418 | $75,997,067 | 25% | |
| 19-Jul-13 | R.I.P.D. | $130,000,000 | $33,618,855 | $79,076,678 | 12% | |
| 8-Jun-15 | Self/Less | $26,000,000 | $12,279,691 | $33,667,319 | 19% | |
| 9-Feb-16 | Deadpool | $58,000,000 | $363,070,709 | $784,157,111 | 85% | |
| 18-Aug-17 | The Hitman's Bodyguard | $30,000,000 | $75,468,583 | $183,415,183 | 44% | |
| 11-May-18 | Deadpool 2 | $110,000,000 | $324,591,735 | $786,362,370 | 84% | |
| 3-May-19 | Pokemon: Detective Pikachu | $150,000,000 | $144,105,346 | $431,482,976 | 68% | |
| Will Ferrell | 2-Oct-98 | A Night at the Roxbury | $17,000,000 | $30,331,165 | $30,331,165 | 9% |
| 9-Jul-04 | Anchorman | $25,000,000 | $84,136,909 | $89,476,265 | 66% | |
| 24-Jun-05 | Bewitched | $80,000,000 | $63,313,159 | $131,159,306 | 24% | |
| 4-Aug-06 | Talladega Nights | $73,000,000 | $148,213,377 | $162,870,525 | 71% | |
| 30-Mar-07 | Blades of Glory | $61,000,000 | $118,594,548 | $145,594,548 | 70% | |
| 29-Feb-08 | Semi-Pro | $55,000,000 | $33,479,698 | $43,980,363 | 22% | |
| 25-Jul-08 | Step Brothers | $65,000,000 | $100,468,793 | $128,107,642 | 55% | |
| 6-Aug-10 | The Other Guys | $100,000,000 | $119,219,978 | $170,936,470 | 78% | |
| 26-Mar-15 | Get Hard | $40,000,000 | $90,411,453 | $111,711,453 | 28% | |
| 20-Dec-18 | Holmes & Watson | $42,000,000 | $30,568,743 | $41,926,605 | 10% |
- Fill in the following table
Actor/Actress | Number of movies (n) | Rating mean (sd) | Budget mean (sd) | Domestic ROI mean (sd) | Worldwide ROI mean (sd) |
|---|---|---|---|---|---|
- Based on the numbers in the table, whom would you consider the best actor to hire if you were a movie studio executive? Justify your answer.
- Is the mean the best measure to use for comparisons? Justify your answer.
- What other information might be skewing the results of your analysis? How might this affect your decision?
- Use the Rating variable to make a variable that indicates whether a movie is good or bad, i.e., classify each movie as good or bad depending on its rating.
- Justify your criteria for classifying a movie as good or bad
- Fill in the following table for the number of good and bad movies for each actor/actresses
Movie | |||
|---|---|---|---|
Actor/Actress | Good (n, %) | Bad (n, %) | Total |
Total |
- If you wanted determine if quality of movie (good/bad) is related to actors/actresses, which hypothesis would you use?
- Conduct the hypothesis test from part c (if possible). Based on the test (or the data if you cannot conduct the test), would you conclude that there is a relationship between actors/actresses and movie quality?Justify your answer.
- Use the variable you created in part 3 for good/bad movies for this question
- Find the mean and standard deviation for each :
Domestic ROI | Worldwide ROI | ||||
|---|---|---|---|---|---|
Actor/Actresses | Good mean (sd) | Bad mean (sd) | Good mean (sd) | Bad mean (sd) | Overall mean (sd) |
- If you wanted to determine if Domestic (Worldwide) ROI differed between good movies and bad movies for each actor/actress, which hypothesis test would you use?
- Based on the means and standard deviations in the table, does it appear that there is a difference between good movies and bad movies for each actor/actress? Justify your answer.
Based on information from parts 1-4, who do you believe is the best actor/actress? Justify your answer
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