Use IBM SPSS to conduct analysis
Variables
| Project 1 | ||
| Movie_ID | ID of the movie | |
| Radio_Adv | Number of radio advertisements per week | |
| TV_Adv | Number of televeision advertisments per week | |
| Newspaper_Adv | Number of newspaper advertisements per week | |
| Screen_Weeks | Number of weeks the movie was displayed | |
| Theatre_Type | Type of Theatre; i.e., Regular, Xtreme screen, Delux | |
| Sales (1000$) | Amount of box office sales in $1000s |
Project 1
| Project 1: Cinematographia - Multiple regression | ||||||
| Movie_ID | Radio_Adv | TV_Adv | Newspaper_Adv | Screen_Weeks | Theatre_Type | Sales (1000$) |
| 1 | 56 | 16 | 1 | 12 | Lux | $ 4,015 |
| 2 | 28 | 7 | 1 | 7 | Regular | $ 2,055 |
| 3 | 46 | 19 | 1 | 7 | Xtreme | $ 2,608 |
| 4 | 82 | 30 | 2 | 9 | Regular | $ 2,987 |
| 5 | 53 | 26 | 1 | 6 | Regular | $ 2,619 |
| 6 | 89 | 36 | 0 | 7 | Lux | $ 3,916 |
| 7 | 58 | 18 | 2 | 12 | Xtreme | $ 3,395 |
| 8 | 113 | 47 | 2 | 7 | Regular | $ 3,785 |
| 9 | 14 | 4 | 1 | 6 | Lux | $ 2,017 |
| 10 | 29 | 1 | 1 | 10 | Regular | $ 2,348 |
| 11 | 69 | 21 | 2 | 9 | Lux | $ 3,940 |
| 12 | 99 | 26 | 1 | 11 | Regular | $ 3,732 |
| 13 | 144 | 63 | 1 | 8 | Regular | $ 4,578 |
| 14 | 124 | 55 | 2 | 12 | Lux | $ 5,800 |
| 15 | 76 | 35 | 1 | 12 | Regular | $ 3,938 |
| 16 | 49 | 16 | 1 | 9 | Regular | $ 2,931 |
| 17 | 10 | 1 | 1 | 11 | Lux | $ 3,009 |
| 18 | 116 | 37 | 3 | 6 | Regular | $ 3,566 |
| 19 | 130 | 53 | 1 | 11 | Lux | $ 5,691 |
| 20 | 30 | 3 | 1 | 11 | Xtreme | $ 2,295 |
| 21 | 100 | 47 | 3 | 9 | Xtreme | $ 4,027 |
| 22 | 91 | 33 | 3 | 11 | Regular | $ 4,120 |
| 23 | 49 | 17 | 0 | 6 | Regular | $ 2,437 |
| 24 | 27 | 11 | 2 | 10 | Regular | $ 2,174 |
| 25 | 108 | 43 | 1 | 9 | Xtreme | $ 3,878 |
| 26 | 30 | 12 | 2 | 6 | Regular | $ 2,021 |
| 27 | 81 | 35 | 0 | 6 | Regular | $ 3,133 |
| 28 | 96 | 36 | 1 | 10 | Regular | $ 4,026 |
| 29 | 16 | 5 | 1 | 11 | Regular | $ 2,128 |
| 30 | 85 | 34 | 0 | 11 | Xtreme | $ 3,658 |
| 31 | 95 | 33 | 2 | 8 | Regular | $ 3,609 |
| 32 | 64 | 13 | 0 | 6 | Regular | $ 2,139 |
| 33 | 82 | 16 | 1 | 8 | Xtreme | $ 2,921 |
| 34 | 72 | 30 | 0 | 11 | Xtreme | $ 3,640 |
| 35 | 37 | 14 | 1 | 11 | Regular | $ 3,055 |
| 36 | 47 | 21 | 1 | 8 | Regular | $ 2,659 |
| 37 | 69 | 19 | 2 | 11 | Regular | $ 3,095 |
| 38 | 95 | 42 | 0 | 7 | Lux | $ 3,954 |
| 39 | 20 | 8 | 2 | 6 | Regular | $ 1,785 |
| 40 | 98 | 43 | 4 | 11 | Xtreme | $ 4,241 |
| 41 | 84 | 38 | 1 | 12 | Xtreme | $ 4,311 |
| 42 | 39 | 7 | 3 | 6 | Lux | $ 2,318 |
| 43 | 79 | 37 | 2 | 9 | Lux | $ 4,370 |
| 44 | 61 | 22 | 1 | 7 | Regular | $ 2,350 |
| 45 | 78 | 35 | 0 | 10 | Regular | $ 3,637 |
| 46 | 50 | 22 | 2 | 6 | Regular | $ 2,390 |
| 47 | 3 | 1 | 1 | 6 | Regular | $ 1,362 |
| 48 | 56 | 26 | 1 | 6 | Lux | $ 3,266 |
| 49 | 33 | 15 | 0 | 8 | Regular | $ 2,709 |
| 50 | 53 | 10 | 2 | 9 | Lux | $ 3,206 |
| 51 | 120 | 58 | 1 | 9 | Regular | $ 4,842 |
| 52 | 117 | 39 | 1 | 9 | Xtreme | $ 3,870 |
| 53 | 27 | 11 | 1 | 9 | Regular | $ 2,477 |
| 54 | 31 | 4 | 2 | 10 | Regular | $ 2,280 |
| 55 | 61 | 26 | 0 | 11 | Regular | $ 3,288 |
| 56 | 78 | 21 | 1 | 6 | Lux | $ 3,460 |
| 57 | 143 | 60 | 1 | 6 | Regular | $ 4,418 |
| 58 | 36 | 11 | 1 | 8 | Xtreme | $ 2,392 |
| 59 | 70 | 27 | 1 | 11 | Regular | $ 3,331 |
| 60 | 82 | 19 | 0 | 9 | Regular | $ 3,366 |
| 61 | 144 | 56 | 0 | 6 | Lux | $ 4,919 |
| 62 | 83 | 40 | 1 | 10 | Xtreme | $ 3,860 |
| 63 | 86 | 38 | 1 | 6 | Xtreme | $ 3,117 |
| 64 | 13 | 5 | 0 | 10 | Regular | $ 2,364 |
| 65 | 56 | 25 | 1 | 11 | Xtreme | $ 3,394 |
| 66 | 46 | 20 | 0 | 11 | Regular | $ 3,024 |
| 67 | 76 | 14 | 0 | 7 | Regular | $ 3,201 |
| 68 | 91 | 38 | 2 | 10 | Xtreme | $ 3,789 |
| 69 | 129 | 57 | 2 | 12 | Regular | $ 5,025 |
| 70 | 117 | 40 | 0 | 9 | Regular | $ 3,950 |
| 71 | 108 | 36 | 2 | 10 | Xtreme | $ 4,020 |
| 72 | 45 | 20 | 2 | 9 | Regular | $ 2,447 |
| 73 | 45 | 10 | 0 | 7 | Lux | $ 2,913 |
| 74 | 110 | 37 | 0 | 7 | Lux | $ 4,085 |
| 75 | 113 | 48 | 1 | 9 | Regular | $ 4,195 |
| 76 | 91 | 41 | 1 | 7 | Xtreme | $ 3,402 |
| 77 | 92 | 38 | 1 | 9 | Xtreme | $ 3,778 |
| 78 | 63 | 5 | 2 | 8 | Xtreme | $ 2,050 |
| 79 | 100 | 30 | 2 | 6 | Regular | $ 3,430 |
| 80 | 115 | 56 | 2 | 8 | Xtreme | $ 4,344 |
| 81 | 111 | 54 | 0 | 9 | Regular | $ 4,155 |
| 82 | 140 | 59 | 3 | 10 | Regular | $ 4,805 |
| 83 | 75 | 33 | 1 | 7 | Lux | $ 3,498 |
| 84 | 73 | 36 | 0 | 11 | Lux | $ 4,009 |
| 85 | 93 | 40 | 2 | 9 | Xtreme | $ 3,700 |
| 86 | 88 | 28 | 2 | 11 | Xtreme | $ 3,678 |
| 87 | 123 | 44 | 1 | 6 | Regular | $ 3,782 |
| 88 | 49 | 19 | 0 | 12 | Lux | $ 4,085 |
| 89 | 37 | 3 | 2 | 11 | Regular | $ 2,421 |
| 90 | 187 | 82 | 2 | 7 | Regular | $ 5,539 |
| 91 | 32 | 6 | 1 | 10 | Regular | $ 2,469 |
| 92 | 117 | 56 | 1 | 6 | Lux | $ 4,408 |
| 93 | 17 | 4 | 1 | 8 | Regular | $ 1,962 |
| 94 | 89 | 33 | 1 | 12 | Xtreme | $ 3,978 |
| 95 | 111 | 39 | 2 | 7 | Regular | $ 3,814 |
| 96 | 137 | 65 | 2 | 7 | Lux | $ 5,501 |
| 97 | 91 | 24 | 3 | 6 | Lux | $ 3,299 |
| 98 | 106 | 38 | 0 | 11 | Regular | $ 3,807 |
| 99 | 67 | 17 | 1 | 9 | Lux | $ 3,315 |
| 100 | 93 | 34 | 0 | 11 | Lux | $ 4,379 |
| 101 | 172 | 59 | 3 | 10 | Lux | $ 5,885 |
| 102 | 60 | 20 | 1 | 12 | Lux | $ 4,329 |
| 103 | 39 | 8 | 2 | 9 | Regular | $ 2,523 |
| 104 | 36 | 16 | 2 | 6 | Regular | $ 1,799 |
| 105 | 143 | 71 | 2 | 6 | Regular | $ 4,420 |
| 106 | 20 | 3 | 1 | 10 | Lux | $ 3,185 |
| 107 | 63 | 24 | 3 | 12 | Xtreme | $ 3,287 |
| 108 | 65 | 18 | 2 | 7 | Xtreme | $ 2,650 |
| 109 | 50 | 20 | 1 | 10 | Lux | $ 3,843 |
| 110 | 105 | 49 | 0 | 9 | Lux | $ 4,893 |
| 111 | 137 | 64 | 2 | 8 | Regular | $ 5,005 |
| 112 | 86 | 36 | 2 | 9 | Regular | $ 3,775 |
| 113 | 45 | 19 | 3 | 10 | Xtreme | $ 3,134 |
| 114 | 95 | 43 | 1 | 9 | Regular | $ 3,563 |
| 115 | 98 | 38 | 3 | 9 | Lux | $ 4,382 |
| 116 | 138 | 64 | 0 | 11 | Regular | $ 5,048 |
| 117 | 31 | 8 | 1 | 6 | Lux | $ 2,195 |
| 118 | 28 | 3 | 1 | 11 | Regular | $ 2,621 |
| 119 | 97 | 44 | 1 | 8 | Regular | $ 3,784 |
| 120 | 91 | 38 | 2 | 6 | Regular | $ 3,351 |