attachments_17587411b95d6d44bfe708c8f87050cd4003e827 MovieTitle The Hunger Games: Catching Fire Iron Man 3 Frozen Despicable Me 2 Man of Steel Gravity Monsters University The Hobbit: The Desolation of Smaug Fast & Furious 6 Oz the Great and Powerful Star Trek Into Darkness Thor: The Dark World World War Z The Croods The Heat We're the Millers American Hustle The Great Gatsby The Conjuring Identity Thief Grown Ups 2 The Wolverine Anchorman 2: The Legend Continues Lone Survivor G.I. Joe: Retaliation Cloudy with a Chance of Meatballs 2 Now You See Me The Wolf of Wall Street Lee Daniels' The Butler The Hangover Part III Epic Captain Phillips Jackass Presents: Bad Grandpa Pacific Rim This Is the End Olympus Has Fallen Elysium Planes The Lone Ranger Oblivion Insidious: Chapter 2 Saving Mr. Banks Turbo 2 Guns White House Down Mama Safe Haven The Smurfs 2 The Best Man Holiday Percy Jackson: Sea of Monsters A Good Day to Die Hard Rank Studio 1 LGF 2 BV 3 BV 4 Uni. 5 WB 6 WB 7 BV 8 WB 9 Uni. 10 BV 11 Par. 12 BV 13 Par. 14 Fox 15 Fox 16 WB 17 Sony 18 WB 19 WB 20 Uni. 21 Sony 22 Fox 23 Par. 24 Uni. 25 Par. 26 Sony 27 LG/S 28 Par. 29 Wein. 30 WB 31 Fox 32 Sony 33 Par. 34 WB 35 Sony 36 FD 42 37 WB 38 TriS 39 BV 40 BV 41 Uni. 42 FD 43 BV 44 Fox 45 Uni. 46 Sony 47 Uni. 48 Rela. 49 Sony 50 Uni. 51 Fox 52 Fox Page 1 TotalGross TheatersWidest 424668047 4163 409013994 4253 400738009 3742 368061265 4003 291045518 4207 274092705 3820 268492764 4004 258366855 3928 238679850 3771 234911825 3912 228778661 3907 206362140 3841 202359711 3607 187168425 4065 159582188 3184 150394119 3445 150117807 2629 144840419 3550 137400141 3115 134506920 3230 133668525 3491 132556852 3924 125168368 3507 125095601 3285 122523060 3734 119793567 4001 117723989 3082 116900694 2557 116632095 3330 112200072 3565 107518682 3894 107100855 3143 102003019 3345 101802906 3285 101470202 3055 98925640 3106 95020213 3405 93050117 3284 90288712 3716 89302115 3904 89107235 3792 83586447 3155 83301580 2671 83028128 3809 75612460 3028 73103784 3222 71628180 2781 71349120 3223 71017784 3867 70525195 2041 68559554 3080 67349198 3555 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 Warm Bodies Jack the Giant Slayer The Purge Last Vegas Ender's Game Prisoners After Earth The Secret Life of Walter Mitty Escape from Planet Earth 12 Years a Slave Free Birds Hansel & Gretel: Witch Hunters Evil Dead RED 2 Tyler Perry's A Madea Christmas Temptation: Confessions of a Marriage Counselor The Call Pain & Gain Gangster Squad Jurassic Park 3D The Internship Instructions Not Included Snitch Riddick A Haunted House 47 Ronin August: Osage County Philomena The Family Walking with Dinosaurs 3D Carrie Texas Chainsaw 3D R.I.P.D. Blue Jasmine Kevin Hart: Let Me Explain Side Effects Scary Movie 5 The Mortal Instruments: City of Bones Delivery Man Grudge Match One Direction: This Is Us Kick-Ass 2 Dallas Buyers Club Rush The Host The World's End 21 & Over Her Escape Plan Don Jon The Incredible Burt Wonderstone The Big Wedding Mud 53 LG/S 54 WB (NL) 55 Uni. 56 CBS 57 LG/S 58 WB 59 Sony 60 Fox 61 Wein. 62 FoxS 63 Rela. 64 Par. 65 TriS 66 LG/S 67 LGF 68 LGF 69 TriS 70 Par. 71 WB 72 Uni. 73 Fox 74 LGF 75 LG/S 76 Uni. 77 ORF 78 Uni. 79 Wein. 80 Wein. 81 Rela. 82 Fox 83 SGem 84 LGF 85 Uni. 86 SPC 87 LG/S 88 ORF 89 W/Dim. 90 SGem 91 BV 92 WB 93 TriS 94 Uni. 95 Focus 96 Uni. 97 ORF 98 Focus 99 Rela. 100 WB 101 LG/S 102 Rela. 103 WB 104 LGF 105 RAtt. Page 2 66380662 65187603 64473115 63914167 61737191 61002302 60522097 58236838 57012977 56671993 55750480 55703475 54239856 53262560 52543354 51975354 51872378 49875291 46000903 45385935 44672764 44467206 42930462 42025135 40041683 38362475 37738810 37709979 36918811 36076121 35266619 34341945 33618855 33405481 32244051 32172757 32015787 31165421 30664106 29807260 28873374 28795985 27298285 26947624 26627201 26004851 25682380 25568251 25135965 24477704 22537881 21819348 21590086 3009 3525 2591 3237 3407 3290 3401 2922 3353 1474 3736 3375 3025 3016 2194 2047 2507 3303 3103 2778 3399 978 2511 3117 2160 2690 2411 1225 3091 3243 3157 2659 2852 1283 892 2605 3402 3118 3036 2856 2735 2945 1110 2308 3202 1553 2771 1729 2883 2422 3160 2633 960 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 Baggage Claim The Way Way Back The Book Thief The Place Beyond the Pines Homefront Broken City Beautiful Creatures Runner Runner You're Next Quartet Admission Nebraska Parker Enough Said Dark Skies The Counselor Jobs Fruitvale Station About Time The Last Exorcism Part II Spring Breakers Inside Llewyn Davis The Last Stand Out of the Furnace Dead Man Down Getaway Bullet to the Head Peeples Battle of the Year Movie 43 Mandela: Long Walk to Freedom Before Midnight Dhoom: 3 Machete Kills Paranoia Black Nativity The Spectacular Now Jerusalem The Grandmaster All Is Lost Believe (I) The Bling Ring Pulling Strings Closed Circuit The Wizard of Oz (3D/IMAX) Chennai Express Journey to the South Pacific The Company You Keep 20 Feet from Stardom Much Ado About Nothing Frances Ha Yeh Jawaani Hai Deewani The To Do List 106 FoxS 107 FoxS 108 Fox 109 Focus 110 ORF 111 Fox 112 WB 113 Fox 114 LGF 115 Wein. 116 Focus 117 Par. 118 FD 119 FoxS 120 W/Dim. 121 Fox 122 ORF 123 Wein. 124 Uni. 125 CBS 126 A24 127 CBS 128 LGF 129 Rela. 130 FD 131 WB 132 WB 133 LGF 134 SGem 135 Rela. 136 Wein. 137 SPC 138 Yash 139 ORF 140 Rela. 141 FoxS 142 A24 143 NGE 144 Wein. 145 RAtt. 146 ORF 147 A24 148 LGF 149 Focus 150 WB 151 UTV 152 Imax 153 SPC 154 RTWC 155 RAtt. 156 IFC 157 Eros 158 CBS Page 3 21569509 21506546 21488481 21403519 20158898 19701164 19452138 19316646 18494006 18390117 18007317 17654912 17616641 17550872 17418667 16973715 16131410 16101339 15322921 15179302 14124284 13235319 12050299 11330849 10895295 10501938 9489829 9177065 8888355 8840453 8323085 8114627 8031955 8008161 7385015 7018189 6854611 6711310 6594959 6263670 6206566 5845732 5842961 5750401 5633202 5307960 5136738 5133027 4946445 4328849 4069826 3827466 3491669 2230 1001 1316 1584 2570 2622 2950 3026 2437 725 2161 968 2238 835 2313 3044 2381 1086 1280 2700 1379 729 2913 2101 2188 2135 2404 2041 2008 2023 1010 897 239 2538 2459 1525 770 33 804 483 1037 650 438 870 318 196 19 807 147 222 233 161 591 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 Metallica Through the Never Emperor Stand Up Guys The Fifth Estate Top Gun 3D In a World... Home Run The Great Beauty Filly Brown Goliyon Ki Rasleela Ram-Leela Grace Unplugged The Sapphires The Gatekeepers I'm in Love with a Church Girl No (2013) Trance The East Renoir The Christmas Candle Blue Is the Warmest Color Oldboy Krrish 3 Austenland The Saratov Approach 2013 Oscar Nominated Short Films Blackfish The Iceman (2013) Fill the Void Girl Rising The Attack Stoker Unfinished Song Bhaag Milkha Bhaag Love Is All You Need Stories We Tell Race 2 Bless Me, Ultima Kon-Tiki Disconnect Girl Most Likely I'm So Excited! Wadjda 159 PH 160 RAtt. 161 LGF 162 BV 163 Par. 164 RAtt. 165 Gold. 166 Jan. 167 LGF 168 Eros 169 RAtt. 170 Wein. 171 SPC 172 HTR 173 SPC 174 FoxS 175 FoxS 176 Gold. 177 ELS 178 IFC 179 FD 180 Eros 181 SPC 182 Purd. 183 Shrts. 184 Magn. 185 MNE 186 SPC 187 Gathr 188 Cohen 189 FoxS 190 Wein. 191 Relbig. 192 SPC 193 RAtt. 194 UTV 195 Aren 196 Wein. 197 LD 198 RAtt. 199 SPC 200 SPC Page 4 3419967 3346265 3310031 3255008 3018873 2963902 2861020 2852400 2850357 2738863 2507201 2450867 2415727 2387730 2343664 2328743 2301839 2293798 2258620 2199787 2193658 2191534 2159041 2146999 2142342 2073582 1969193 1775316 1727259 1720325 1714221 1702668 1636731 1631709 1600145 1579940 1553826 1517410 1436900 1378591 1368119 1347747 589 311 670 1769 300 144 381 77 259 204 511 126 131 458 99 443 195 86 392 142 583 208 274 84 266 99 258 64 170 55 275 91 140 101 70 153 263 75 180 351 99 87 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 Opening TheatersOpening Open 158074286 4163 2013-11-22 174144585 4253 2013-05-03 243390 1 2013-11-22 83517315 3997 2013-07-03 116619362 4207 2013-06-14 55785112 3575 2013-10-04 82429469 4004 2013-06-21 73645197 3903 2013-12-13 97375245 3658 2013-05-24 79110453 3912 2013-03-08 70165559 3868 2013-05-16 85737841 3841 2013-11-08 66411834 3607 2013-06-21 43639736 4046 2013-03-22 39115043 3181 2013-06-28 26419396 3260 2013-08-07 740455 6 2013-12-13 50085185 3535 2013-05-10 41855326 2903 2013-07-19 34551025 3141 2013-02-08 41508572 3491 2013-07-12 53113752 3924 2013-07-26 26232425 3507 2013-12-18 90872 2 2013-12-25 40501814 3719 2013-03-28 34017930 4001 2013-09-27 29350389 2925 2013-05-31 18361578 2537 2013-12-25 24637312 2933 2013-08-16 41671198 3555 2013-05-23 33531068 3882 2013-05-24 25718314 3020 2013-10-11 32055177 3336 2013-10-25 37285325 3275 2013-07-12 20719162 3055 2013-06-12 30373794 3098 2013-03-22 27487144 3003 2013-04-12 29807393 3284 2013-08-09 22232291 3702 2013-08-09 29210849 3904 2013-07-03 37054485 3783 2013-04-19 40272103 3049 2013-09-13 413373 15 2013-12-13 21312625 3806 2013-07-17 27059130 3025 2013-08-02 24852258 3222 2013-06-28 28402310 2647 2013-01-18 21401594 3223 2013-02-14 17548389 3866 2013-07-31 30107555 2024 2013-11-15 14401054 3031 2013-08-07 24834845 3553 2013-02-14 Close DaysRun Month 2014-04-03 132 November 2013-09-12 132 May 2014-07-17 237 November 2014-01-16 197 July 2013-09-19 97 June 2014-05-08 216 October 2013-12-19 181 June 2014-04-17 125 December 2013-09-05 104 May 2013-07-18 132 March 2013-09-12 119 May 2014-04-17 160 November 2013-10-10 111 June 2013-09-19 181 March 2013-12-12 167 June 2013-12-05 120 August 2014-04-06 114 December 2013-08-22 104 May 2013-10-31 104 July 2013-06-06 118 February 2013-11-17 128 July 2013-12-05 132 July 2014-02-20 64 December 2014-04-10 106 December 2013-07-18 112 March 2014-03-16 170 September 2013-09-26 118 May 2014-04-03 99 December 2014-02-13 181 August 2013-08-15 84 May 2013-09-19 118 May 2014-03-02 142 October 2014-01-23 90 October 2013-10-17 97 July 2013-10-06 116 June 2013-07-11 111 March 2013-07-25 104 April 2013-11-24 107 August 2013-12-19 132 August 2013-10-10 99 July 2013-06-27 69 April 2013-12-19 97 September 2014-04-17 125 December 2013-12-12 148 July 2013-10-24 83 August 2013-09-15 79 June 2013-04-04 76 January 2013-05-30 105 February 2013-11-17 109 July 2014-01-09 55 November 2014-01-30 176 August 2013-05-23 98 February Page 5 DOW Friday Friday Friday Wednesday Friday Friday Friday Friday Friday Friday Thursday Friday Friday Friday Friday Wednesday Friday Friday Friday Friday Friday Friday Wednesday Wednesday Thursday Friday Friday Wednesday Friday Thursday Friday Friday Friday Friday Wednesday Friday Friday Friday Friday Wednesday Friday Friday Friday Wednesday Friday Friday Friday Thursday Wednesday Friday Wednesday Thursday Quarter Q4 Q2 Q4 Q3 Q2 Q4 Q2 Q4 Q2 Q1 Q2 Q4 Q2 Q1 Q2 Q3 Q4 Q2 Q3 Q1 Q3 Q3 Q4 Q4 Q1 Q3 Q2 Q4 Q3 Q2 Q2 Q4 Q4 Q3 Q2 Q1 Q2 Q3 Q3 Q3 Q2 Q3 Q4 Q3 Q3 Q2 Q1 Q1 Q3 Q4 Q3 Q1 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 20353967 27202226 34058360 16334566 27017351 20817053 27520040 12765508 15891055 923715 15805237 19690956 25775847 18048422 16007634 21641679 17118745 20244505 17070347 18620145 17325307 7846426 13167607 19030375 18101682 9910310 179302 128435 14034764 7091938 16101552 21744470 12691415 612064 10030463 9303145 14157367 9336957 7944977 7021993 15815497 13332955 260865 187289 10600112 8811790 8754168 260382 9885732 8677009 10177257 7591663 2215891 3009 2013-02-01 3525 2013-03-01 2536 2013-06-07 3065 2013-11-01 3407 2013-11-01 3260 2013-09-20 3401 2013-05-31 2909 2013-12-25 3288 2013-02-15 19 2013-10-18 3736 2013-11-01 3372 2013-01-25 3025 2013-04-05 3016 2013-07-19 2194 2013-12-13 2047 2013-03-29 2507 2013-03-15 3277 2013-04-26 3103 2013-01-11 2771 2013-04-05 3366 2013-06-07 348 2013-08-30 2511 2013-02-22 3107 2013-09-06 2160 2013-01-11 2689 2013-12-25 5 2013-12-27 4 2013-11-22 3091 2013-09-13 3231 2013-12-20 3157 2013-10-18 2654 2013-01-04 2852 2013-07-19 6 2013-07-26 876 2013-07-03 2605 2013-02-08 3402 2013-04-12 3118 2013-08-21 3036 2013-11-22 2838 2013-12-25 2735 2013-08-30 2940 2013-08-16 9 2013-11-01 5 2013-09-20 3202 2013-03-29 1551 2013-08-23 2771 2013-03-01 6 2013-12-18 2883 2013-10-18 2422 2013-09-27 3160 2013-03-15 2633 2013-04-26 363 2013-04-26 2013-05-09 2013-06-13 2013-08-08 2014-02-20 2014-01-09 2013-12-05 2013-08-18 2014-04-10 2013-07-25 2014-05-08 2014-03-20 2013-04-25 2013-06-09 2013-10-17 2014-02-13 2013-05-30 2013-06-09 2013-08-29 2013-04-04 2013-05-23 2013-09-12 2013-12-12 2013-05-30 2013-10-31 2013-03-03 2014-02-06 2014-05-08 2014-05-22 2014-01-09 2014-04-10 2013-11-24 2013-02-28 2013-09-26 2014-04-03 2013-08-22 2013-05-16 2013-07-25 2013-10-06 2014-03-20 2014-03-13 2013-10-06 2013-09-26 2014-05-01 2013-11-21 2013-05-30 2013-12-05 2013-05-16 2014-04-17 2014-01-16 2014-01-09 2013-05-09 2013-07-04 2013-09-12 Page 6 97 February 104 March 62 June 111 November 69 November 76 September 79 May 106 December 160 February 202 October 139 November 90 January 65 April 90 July 62 December 62 March 86 March 125 April 83 January 48 April 97 June 104 August 97 February 55 September 51 January 43 December 132 December 181 November 118 September 111 December 37 October 55 January 69 July 251 July 50 July 97 February 104 April 46 August 118 November 78 December 37 August 41 August 181 November 62 September 62 March 104 August 76 March 120 December 90 October 104 September 55 March 69 April 139 April Friday Friday Friday Friday Friday Friday Friday Wednesday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Wednesday Friday Friday Friday Friday Friday Friday Friday Friday Wednesday Friday Friday Wednesday Friday Wednesday Friday Friday Friday Friday Friday Friday Friday Wednesday Friday Friday Friday Friday Friday Q1 Q1 Q2 Q4 Q4 Q3 Q2 Q4 Q1 Q4 Q4 Q1 Q2 Q3 Q4 Q1 Q1 Q2 Q1 Q2 Q2 Q3 Q1 Q3 Q1 Q4 Q4 Q4 Q3 Q4 Q4 Q1 Q3 Q3 Q3 Q1 Q2 Q3 Q4 Q4 Q3 Q3 Q4 Q3 Q1 Q3 Q1 Q4 Q4 Q3 Q1 Q2 Q2 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 9031102 552788 105005 279457 6915241 8268908 7582595 7706712 7020196 47122 6154984 140401 7008222 232800 8189166 7842930 6713900 386291 1076250 7728354 263002 405411 6281433 5220288 5345250 4503892 4548201 4611534 4603177 4805878 84283 246914 3423508 3837183 3528376 3669530 197415 NA NA 132617 93583 2007567 214395 2467168 2464931 3093998 2220497 8137 131718 54596 171942 137398 1568677 1579402 2027 2013-09-27 19 2013-07-05 4 2013-11-08 4 2013-03-29 2570 2013-11-27 2620 2013-01-18 2950 2013-02-14 3026 2013-10-04 2437 2013-08-23 2 2013-01-11 2160 2013-03-22 4 2013-11-15 2224 2013-01-25 4 2013-09-18 2313 2013-02-22 3044 2013-10-25 2381 2013-08-16 7 2013-07-12 175 2013-11-01 2700 2013-03-01 3 2013-03-15 4 2013-12-06 2913 2013-01-18 2101 2013-12-04 2188 2013-03-08 2130 2013-08-30 2404 2013-02-01 2041 2013-05-10 2008 2013-09-20 2023 2013-01-25 4 2013-11-29 5 2013-05-24 239 2013-12-20 2538 2013-10-11 2459 2013-08-16 1516 2013-11-27 4 2013-08-02 2013-09-13 7 2013-08-23 6 2013-10-18 1037 2013-12-25 5 2013-06-14 387 2013-10-04 870 2013-08-28 318 2013-09-20 196 2013-08-08 1 2013-11-27 5 2013-04-05 3 2013-06-14 5 2013-06-07 4 2013-05-17 161 2013-05-31 591 2013-07-26 2013-12-19 2013-11-21 2014-04-10 2013-06-27 2014-01-02 2013-04-04 2013-04-11 2013-12-08 2013-10-17 2013-06-27 2013-06-06 2014-03-20 2013-04-04 2014-01-16 2013-05-23 2014-01-16 2013-10-03 2013-10-31 2013-12-26 2013-04-04 2013-06-11 2014-03-13 2013-02-28 2014-02-06 2013-04-18 2013-10-03 2013-03-14 2013-06-13 2013-10-20 2013-03-14 2014-03-27 2013-11-07 2014-01-12 2013-11-14 2013-10-03 2014-01-16 2013-12-12 NA NA 2013-10-24 2014-02-27 2014-01-16 2013-09-12 2013-11-21 2013-09-26 2013-10-17 2013-10-03 NA NA 2013-08-01 2013-06-19 2013-10-10 2013-09-12 2013-07-21 2013-08-15 Page 7 83 September 139 July 153 November 90 March 36 November 76 January 56 February 65 October 55 August 167 January 76 March 125 November 69 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qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 1576561 1014099 1486390 1673351 1965737 70541 1582466 23442 1478323 1449174 998145 38372 61552 971826 71742 131145 77031 65194 68655 100316 885382 1049560 40662 137226 371605 75962 87946 59164 81640 27379 160547 25728 647112 36746 27053 884757 470109 22168 124000 694447 97328 41253 305 2013-09-27 260 2013-03-08 659 2013-02-01 1769 2013-10-18 300 2013-02-08 3 2013-08-09 381 2013-04-19 1 2013-11-15 188 2013-04-19 204 2013-11-15 511 2013-10-04 4 2013-03-22 3 2013-02-01 457 2013-10-18 4 2013-02-15 4 2013-04-05 4 2013-05-31 6 2013-03-29 5 2013-11-15 4 2013-10-25 583 2013-11-27 208 2013-11-01 4 2013-08-16 23 2013-10-09 105 2013-02-01 5 2013-07-19 4 2013-05-03 3 2013-05-24 34 2013-03-07 3 2013-06-21 7 2013-03-01 2 2013-06-21 140 2013-07-12 4 2013-05-03 2 2013-05-10 153 2013-01-25 263 2013-02-22 2 2013-04-26 15 2013-04-12 351 2013-07-19 5 2013-06-28 3 2013-09-13 2013-10-27 2013-06-13 2013-03-07 2013-12-05 2013-02-21 2013-12-05 2013-06-13 2014-04-20 2013-05-30 2013-12-12 2013-12-05 2013-07-25 2013-06-20 2013-11-26 2013-06-20 2013-06-06 2013-08-08 2013-09-26 2014-01-02 2014-03-13 2014-01-02 2013-12-05 2014-01-02 2014-03-09 2013-03-21 2013-10-24 2013-08-01 2013-10-03 2013-03-20 2013-10-03 2013-05-09 2013-10-03 2013-08-22 2013-10-03 2013-10-10 2013-02-28 2013-04-11 2013-08-08 2013-05-23 2013-09-12 2013-11-07 2014-01-30 Page 8 30 September 97 March 34 February 48 October 13 February 118 August 55 April 156 November 41 April 27 November 62 October 125 March 139 February 39 October 125 February 62 April 69 May 181 March 48 November 139 October 36 November 34 November 139 August 151 October 48 February 97 July 90 May 132 May 13 March 104 June 69 March 104 June 41 July 153 May 153 May 34 January 48 February 104 April 41 April 55 July 132 June 139 September Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Wednesday Friday Friday Wednesday Friday Friday Friday Friday Thursday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Friday Q3 Q1 Q1 Q4 Q1 Q3 Q2 Q4 Q2 Q4 Q4 Q1 Q1 Q4 Q1 Q2 Q2 Q1 Q4 Q4 Q4 Q4 Q3 Q4 Q1 Q3 Q2 Q2 Q1 Q2 Q1 Q2 Q3 Q2 Q2 Q1 Q1 Q2 Q2 Q3 Q2 Q3 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 Week2 PctChange Budget International rating topbill 74179601 53.1 130 440.2 7.7 Jennifer Lawrence 72525615 58.4 200 806.4 7.3 Robert Downey Jr. 67391326 27588.6 150 873.5 7.7 Kristen Bell 43892895 47.4 76 602.7 7.5 Steve Carell 41287206 64.6 225 377 7.3 Henry Cavill 43188256 22.6 100 442.3 7.9 Sandra Bullock 45607745 44.7 200 475.1 7.4 Billy Crystal 31505278 57.2 225 702 8 Ian McKellen 35164440 63.9 160 550 7.2 Vin Diesel 41252704 47.9 215 258.4 6.4 James Franco 37291016 46.9 190 238.6 7.8 Chris Pine 36586016 57.3 170 438.4 7.2 Chris Hemsworth 29774625 55.2 190 337.6 7 Brad Pitt 26705868 38.8 135 400 7.3 Nicolas Cage 24763907 36.7 43 70.3 6.7 Sandra Bullock 17964164 32 37 119.6 7.1 Jason Sudeikis 19106933 2480.4 40 101.1 7.3 Christian Bale 23939228 52.2 105 206.2 7.3 Leonardo DiCaprio 22208389 46.9 20 180.6 7.5 Patrick Wilson 23674295 31.5 35 39.5 5.7 Jason Bateman 19872150 52.1 80 113.3 5.4 Adam Sandler 21324890 59.9 120 282.3 6.7 Hugh Jackman 19662532 25 50 46.3 6.4 Will Ferrell 84857 6.6 40 24.2 7.6 Mark Wahlberg 20875389 48.5 130 253.2 5.8 Dwayne Johnson 20950192 38.4 78 154.5 6.5 Bill Hader 19040890 35.1 75 234 7.3 Jesse Eisenberg 13230353 27.9 100 275.1 8.3 Leonardo DiCaprio 16503812 33 30 60 7.1 Forest Whitaker 16385254 60.7 103 249.8 5.9 Bradley Cooper 16616310 50.4 100 160.9 6.7 Amanda Seyfried 16413093 36.2 55 111.7 7.9 Tom Hanks 20010303 37.6 15 49.8 6.6 Johnny Knoxville 16002231 57.1 190 309.2 7 Idris Elba 13290642 35.9 32 24.6 6.7 James Franco 14147416 53.4 70 62.1 6.5 Gerard Butler 17721410 35.5 40 NA 7.5 Chadwick Boseman 13686832 54.1 115 193.1 6.7 Matt Damon 13388534 39.8 50 129.5 5.7 Carlos Alazraqui 11506100 60.6 215 171.2 6.5 Johnny Depp 17803425 52 120 197.1 7 Tom Cruise 13801818 65.7 5 78.3 6.6 Patrick Wilson 9344381 2160.5 35 29.2 7.6 Emma Thompson 13740247 35.5 135 199.5 6.5 Ryan Reynolds 11249145 58.4 61 56.3 6.8 Denzel Washington 13478486 45.8 150 132.3 6.4 Channing Tatum 13088145 53.9 15 74.8 6.2 Jessica Chastain 10454713 51.1 28 26.2 6.7 Julianne Hough 9328495 46.8 105 276.5 5.4 Neil Patrick Harris 12490920 58.5 17 1.1 6.7 Monica Calhoun 8753723 39.2 90 131.3 5.9 Logan Lerman 10165633 59.1 92 237.3 5.3 Bruce Willis Page 9 genre runtime Adventure 146 Action 130 Animation 102 Animation 98 Action 143 Sci-Fi 91 Animation 104 Adventure 161 Action 130 Adventure 130 Action 132 Action 112 Action 116 Animation 98 Action 117 Comedy 110 Crime 138 Drama 143 Horror 112 Comedy 111 Comedy 101 Action 126 Comedy 119 Action 121 Action 110 Animation 95 Crime 115 Biography 180 Biography 132 Comedy 100 Animation 102 Biography 134 Comedy 92 Action 132 Comedy 107 Action 119 Biography 128 Action 109 Animation 91 Action 149 Action 124 Horror 106 Biography 125 Animation 96 Action 109 Action 131 Horror 100 Drama 115 Animation 105 Comedy 123 Adventure 106 Action 98 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 11356090 9839135 8317995 11036270 10259188 10865262 10712240 8001717 10682037 2134325 11112063 9423274 9488302 9337197 8384980 10085805 8900935 7511315 8640540 8861820 7148551 8149289 7768391 6841800 8170023 5057215 139915 3676001 7000722 7276172 5988713 5279245 6070525 1858696 4754152 6272152 6150584 5475416 6835841 5325423 4046455 4373310 638704 10014920 5198615 5036312 5091384 649673 4558239 4155261 4321388 3881857 2161801 44.2 63.8 75.6 32.4 62 47.8 61.1 37.3 32.8 131.1 29.7 52.1 63.2 48.3 47.6 NA 53.4 NA 48 62.9 49.4 52.4 58.7 3.9 NA 41 NA 64 54.9 49 22 NA 2762.1 50.1 2.6 62.8 75.7 NA 52.2 203.7 NA 52.6 NA 32.6 NA 56.6 41.4 14 24.2 74.4 67.2 144.8 5247.3 51 42.8 41.8 149.5 53.9 NA 52.1 57.5 48.9 2.4 NA 35 195 3 28 110 46 130 90 40 20 55 50 17 84 50.6 132.5 24.9 70.5 63.8 61.1 183.3 129.9 17.6 131.1 54.6 170.6 43.3 94.8 NA 13 26 60 10 58 NA 38 2.5 175 12 30 80 30 130 NA 20 60 26 40 10 28 5 38 40 20 13 23 3 30 35 NA NA 7 Nicholas Hoult 6.3 Nicholas Hoult 5.6 Ethan Hawke 6.7 Robert De Niro 6.7 Harrison Ford 8.1 Hugh Jackman 5 Jaden Smith 7.4 Ben Stiller 5.9 Brendan Fraser 8.1 Chiwetel Ejiofor 5.9 Woody Harrelson 6.1 Jeremy Renner 6.5 Jane Levy 6.7 Bruce Willis 4.4 Tyler Perry 1.2 4.8 Jurnee Smollett-Bell 16.7 6.7 Halle Berry 36.3 6.5 Mark Wahlberg 59.2 6.8 Sean Penn 71.1 NA NA 48.8 6.3 Vince Vaughn 54.6 7.7 Eugenio Derbez 6.5 Dwayne Johnson 56.3 6.4 Vin Diesel 20.1 5 Marlon Wayans 112.6 6.3 Keanu Reeves 36.5 7.3 Meryl Streep 62.4 7.7 Judi Dench 41.5 6.3 Robert De Niro 90.5 5.2 Charlie Rowe 49.5 6 Chlo Grace Moretz 12.9 4.8 Alexandra Daddario 44.7 5.6 Ryan Reynolds 64.1 7.3 Cate Blanchett NA NA 31.2 7.1 Rooney Mara 46.4 3.5 Simon Rex 59.4 6 Lily Collins 20.5 6.4 Vince Vaughn 15.1 6.5 Robert De Niro 39.7 NA NA 32 6.7 Aaron Taylor-Johnson 27.9 8 Matthew McConaughey 63.3 8.2 Daniel Brhl 36.7 5.9 Saoirse Ronan 20.1 7 Simon Pegg 22.4 5.9 Miles Teller 21.8 8 Joaquin Phoenix 112.2 6.8 Sylvester Stallone 6 6.7 Joseph Gordon-Levitt 4.9 5.9 Steve Carell 5.6 Robert De Niro 7.5 Matthew McConaughey Page 10 Comedy 98 Adventure 114 Horror 85 Comedy 105 Action 114 Crime 153 Action 100 Adventure 114 Animation 89 Biography 134 Animation 91 Action 88 Horror 91 Action 116 Comedy 100 Drama 111 Crime 94 Action 129 Action 113 NA NA Comedy 119 Comedy 115 Action 112 Action 119 Comedy 86 Action 118 Drama 121 Biography 98 Comedy 111 Animation 87 Drama 100 Horror 92 Action 96 Drama 98 NA NA Crime 106 Comedy 86 Action 130 Comedy 105 Comedy 113 NA NA Action 103 Biography 117 Action 123 Adventure 125 Action 109 Comedy 93 Drama 126 Action 115 Comedy 90 Comedy 100 Comedy 89 Drama 130 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 4075011 1121851 420532 703379 3428440 4019558 3608333 3770288 4091822 304263 3235263 325755 3302415 2098902 3468553 3379850 2866014 739484 4758070 3167040 4858944 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Affleck NA 6.8 Maggie Smith 5.7 Tina Fey 7.8 Bruce Dern 6.2 Jason Statham 7.1 Julia Louis-Dreyfus 6.3 Keri Russell 5.4 Michael Fassbender 5.9 Ashton Kutcher 7.5 Michael B. Jordan 7.8 Domhnall Gleeson 3.9 Ashley Bell 5.3 Vanessa Hudgens 7.5 Oscar Isaac 6.4 Arnold Schwarzenegger 6.8 Christian Bale 6.5 Colin Farrell 4.4 Ethan Hawke 5.7 Sylvester Stallone 5.2 Craig Robinson 4.9 Josh Holloway 4.4 Emma Stone 7.1 Idris Elba 8 Ethan Hawke 5.6 Aamir Khan 5.7 Danny Trejo 5.6 Liam Hemsworth 4.2 Forest Whitaker 7.2 Miles Teller NA 6.5 Tony Chiu Wai Leung 6.9 Robert Redford NA 5.6 Katie Chang 5.9 Laura Ramsey 6.2 Eric Bana NA 6 Deepika Padukone NA 6.4 Robert Redford NA 7.3 Alexis Denisof 7.4 Greta Gerwig 6.8 Ranbir Kapoor 5.8 Aubrey Plaza Page 11 Comedy Comedy Drama Crime Action Crime Drama Crime NA Comedy Comedy Comedy Action Comedy Horror Crime Biography Biography Drama Drama Action Drama Action Crime Action Action Action Comedy Music Comedy Biography Drama Action Action Drama Drama Comedy NA Action Action NA Biography Comedy Crime NA Action NA Drama NA Comedy Comedy Drama Comedy 96 103 131 140 100 109 124 91 NA 98 107 115 118 93 97 117 128 85 123 88 94 104 107 116 118 90 92 95 110 94 141 109 172 107 106 93 95 NA 130 106 NA 90 111 96 NA 141 NA 125 NA 109 86 160 104 qattachments_17587411b95d6d44bfe708c8f87050cd4003e827 697763 625518 646910 570890 141381 228110 460871 52355 557850 467546 524548 71629 42071 506315 69752 896608 228561 102550 832927 224413 301455 526989 111322 132476 387709 172954 111863 49416 14970 136474 114326 92256 328174 37178 131589 285233 182377 74097 253000 191352 141652 66566 55.7 38.3 NA 56.5 NA 65.9 92.8 NA 223.4 NA 70.9 NA 123.3 NA 62.3 67.7 NA 47.4 NA 86.7 NA 31.6 NA 47.9 NA 2.8 NA 583.7 196.7 NA 57.3 NA 1113.2 NA 123.7 NA 66 49.8 NA 173.8 NA 3.5 NA 4.3 NA 127.7 NA 27.2 NA 16.5 NA 81.7 NA 398.5 NA 28.8 258.6 NA 49.3 NA 1.2 NA 386.4 NA 67.8 NA 61.2 NA 234.3 NA 104 NA 72.4 NA 45.5 NA 61.4 NA 18 4.6 NA NA 28 5.3 NA NA NA NA 18.5 2 NA NA NA 18 NA NA NA 20 NA NA 21.9 NA NA NA NA 5.2 2.7 30 NA NA NA NA NA NA NA NA NA 12 NA NA NA NA 10.4 5.3 NA 8.4 NA NA NA NA 21.3 NA NA 10.4 NA 7.3 Dane DeHaan 6.5 Matthew Fox 6.5 Al Pacino 6.1 Benedict Cumberbatch NA 6.7 Lake Bell 6 Scott Elrod 7.7 Toni Servillo 5.5 Gina Rodriguez 6.3 Deepika Padukone 6 AJ Michalka 7 Chris O'Dowd NA 4.2 Michael Madsen NA 7 James McAvoy 6.9 Brit Marling 6.5 Michel Bouquet NA 7.9 La Seydoux 5.7 Josh Brolin 5.6 Amitabh Bachchan 6.2 Keri Russell 5.5 Corbin Allred NA NA NA 6.7 Hadas Yaron NA 7.1 Ali Suliman 6.9 Mia Wasikowska 7 Terence Stamp 8.4 Farhan Akhtar 6.6 Pierce Brosnan NA 5.3 Saif Ali Khan 6.4 Luke Ganalon 7.3 Pl Sverre Hagen 7.6 Jason Bateman 5.7 Kristen Wiig 5.6 Javier Cmara 7.6 Waad Mohammed Page 12 Music Drama Comedy Biography NA Comedy Drama Comedy Drama Drama Drama Biography NA Drama NA Crime Drama Biography NA Drama Action Action Comedy Action NA NA NA Drama NA Drama Drama Comedy Biography Comedy NA Action Drama Adventure Drama Comedy Comedy Comedy 93 105 95 128 NA 93 113 142 80 150 102 103 NA 118 NA 101 116 111 NA 179 104 152 97 107 NA NA NA 90 NA 102 99 93 186 116 NA 150 106 118 115 103 90 98 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Start swirl and complete the lessons using: swirl() Do the following lessons: a) Do 10: lapply and sapply lesson. Explain what the following command does? lapply(unique_vals, function(elem) elem[2]) Print the output of the following command: lapply(unique_vals, function(elem) elem[2])$name b) Do 11: vapply and tapply lesson. Print the output of the following commnad: tapply(flags$animate, flags$landmass, mean) Problem 2. a) Write your own function mysd1 to calculate the standard deviation of a numeric vector with elements x1 , . . . , xn based on the following formula: v u u sd(x1 , . . . , xn ) = t where x = 1 n Pn i=1 n 1 X (xi x )2 n 1 i=1 xi . b) Test your mysd1 function by running the following two commands and show that they give the same answer. mysd1(rivers) sd(rivers) If we attempt use sd with a data frame as the first argument to get the standard deviation of every column, we get the following errors: 1 sd(USArrests) Error in is.data.frame(x): (list) object cannot be coerced to type 'double' c) Write your own function mysd2 to calculate the standard deviation if the first argument is a vector, or to calculate the standard deviation for every column if the first argument is a data frame. Use *apply family of functions in your mysd2 function. Test your function with the following two commands and verify that it works as follows: (You may write your mysd2 based on the sd function) mysd2(USArrests$Murder) ## [1] 4.35551 mysd2(USArrests) ## Murder Assault UrbanPop Rape ## 4.355510 83.337661 14.474763 9.366385 Graphics Barplots Problem 3. a) Import titanic data set from this url: http://myweb.uiowa.edu/pbreheny/data/titanic.txt b) Answer the two questions below by first making a two-way table and change it to proportion table (figure out which proportion you need to use: row-wise, column wise or overall proportion), and then make colored grouped barplot(use beside=TRUE) with legends from the proportion table. i) What percentage of children survived? ii) What percentage of women suvived? c) Based on your analysis in part b, do you think they have the \"Women and children first\" policy for evacuation? Problem 4 Recreate this bar plot of genres from the movie data bom_imdb.csv by adding a title, labeling the x and y axis and putting a box around the graphic. The colors I used were red, cyan, yellow, burlywood2, seagreen3, grey, darkkhaki, maroon, white, and pink. (To draw a box around your graphic use box()) 2 Barplot of Movie Genre 50 Count of Movies 40 30 20 10 SciFi Music Horror Drama Crime Comedy Biography Animation Action Adventure 0 Histogram Problem 5 Demonstrate that you can put two plots on a single graphic using R (not photoshop etc.) by drawing histograms of temperature for September and May separately using the R built-in airquality data, as demonstrated below. The colors used were orange and blue. Don't forget to include the number of observations falling in each cell. Temperature in September Temperature in May 9 8 8 8 8 7 6 6 6 4 4 4 4 4 Frequency 5 2 2 2 2 1 0 0 1 50 60 70 80 90 100 50 60 Boxplot Problem 6 Recreate this boxplot by using the dataset bom_imdb.csv. 3 70 80 90 100 200 150 100 50 0 Budget in Milions of Dollars Boxplot of Movie Budget by Genre Action Animation Comedy Movie Genre 4 Drama Horror