QNT275 University of Phoenix Week 2 Movie Genre Statistical Data Analysis

User Generated

fubegl2106

Mathematics

QNT275

University of Phoenix

Description

Purpose of Assignment

This assignment provided students with practice in understanding the relationship of averages and standard deviation to make an informed business decision about the gross income performance of each movie genre. Students will learn to implement the use of these statistical measures for better business decision-making.

Resources: Week 2 Videos; Week 2 Readings; Statistics Lab

Tutorial help on Excel® and Word functions can be found on the Microsoft® Office website. There are also additional tutorials via the web offering support for Office products.

Assignment Steps

Refer to Mini-Project Movie Data Set.

Analyze and write a report summarizing this data. This report should include answers to at least the following questions:

  1. Calculate the summary measures (the mean, standard deviation, five-number summary, and interquartile range) of the total gross income for each movie genre.
  2. Which genre had greater variability in total gross income? Explain why.
  3. Draw a box-and-whisker plot of a movie's length of time (minutes) by genre. Are there any differences in movie lengths when compared across genres? Are there any outliers?

Use the mean movie gross income for each genre to compare the movie opening gross income.

Choose an appropriate statistical measure to compare the consistency of movie gross income.

Make the calculations and write a 700-word report comparing the total movie gross income and the consistency of movie opening gross by genre.

Format your assignment consistent with APA guidelines.

Unformatted Attachment Preview

Assignment Mini-Project 3-3 Grading Guide QNT/275 Version 6 Statistics for Decision-Making Copyright Copyright © 2017, 2016 by University of Phoenix. All rights reserved. University of Phoenix® is a registered trademark of Apollo Group, Inc. in the United States and/or other countries. Microsoft®, Windows®, and Windows NT® are registered trademarks of Microsoft Corporation in the United States and/or other countries. All other company and product names are trademarks or registered trademarks of their respective companies. Use of these marks is not intended to imply endorsement, sponsorship, or affiliation. Edited in accordance with University of Phoenix® editorial standards and practices. Assignment Mini-Project 3-3 Grading Guide QNT/275 Version 6 Individual Assignment: Assignment Mini-Project 3-3 Purpose of Assignment This assignment provides students with practice in understanding the relationship of averages and standard deviation to make an informed business decision about the gross income performance of each movie genre. Students will learn to implement the use of these statistical measures for better business decision-making. Resources Required Week 2 videos; Week 2 readings; Statistics Lab Tutorial help on Excel® and Word functions can be found on the Microsoft® Office website. There are also additional tutorials via the web offering support for Office products. Grading Guide Content Met Partially Met Not Met Total Available Total Earned 4 #/4 Referred to the Mini-Project Movie Data Set to analyze and write a report summarizing those data. Calculated the summary measures (the mean, standard deviation, five-number summary, and interquartile range) of the total gross income for each movie genre. Explained which genre had greater variability in total gross income. Drew a box-and-whisker plot of a movie’s length of time (minutes) by genre. Used the mean movie gross income for each genre to compare the movie opening gross income. Chose an appropriate statistical measure to compare the consistency of movie gross income. Report is 700 words in length. Comments: 2 Assignment Mini-Project 3-3 Grading Guide QNT/275 Version 6 Writing Guidelines Partially Met Not Met Total Available Total Earned 1 #1 # 5 #5 Met Partially Met Not Met Met Comments: Organization The tone is appropriate to the content and assignment. The introduction provides a sufficient background on the topic and previews major points. Paragraph transitions are present, logical, and maintain the flow throughout the paper. The conclusion is logical, flows from the body of the paper, and reviews the major points. Mechanics The paper—including tables and graphs, headings, title page, and reference page—is consistent with APA formatting guidelines and meets course-level requirements. Intellectual property is recognized with in-text citations and a reference page. Sentences are complete, clear, and concise. Rules of grammar and usage are followed including spelling and punctuation. Assignment Total Additional comments: Content Comments: 3 Here are the video links Watch the instructional video by clicking on the Lynda.com® link. https://www.lynda.com/ Type the title "Statistics Foundations: 2" in the Search Bar to find the video. Watch the following tutorials from Section 2: • Alternative to Random Samples Consider the following as you watch: • • How can you reduce sample bias? How would you select groups? Discuss your perceptions in class/online forum. Watch the instructional video by clicking on the Lynda.com® link. Type the title "Statistics Foundations: 2" in the Search Bar to find the video. Watch the following tutorials from Section 2: • Random Samples Consider the following as you watch: • What characteristics are important to process when considering a random sample? Discuss your perceptions in class/online forum. Here are the readings Read Section 4.1 of Introductory Statistics. Consider the following as you read: • Understand the difference between discrete and continuous variables Read Section 4.2 of Introductory Statistics. Consider the following as you read: • • What is the minimum and maximum range for a probability outcome? The sum of all probabilities equals 1. Read Section 4.3 of Introductory Statistics. Consider the following as you read: • • Understand a mutually exclusive event. Identify independent and dependent events. Read Section 5.1 of Introductory Statistics. Consider the following as you read: • What characteristics are important to process when considering a random sample? Read Section 5.2 of Introductory Statistics. Consider the following as you read: • Describe how probabilities are distributed over all possible values of x. Read Section 5.3 of Introductory Statistics. Consider the following as you read: • How to interpret results for a discrete random variable. Read Section 5.4 of Introductory Statistics. Consider the following as you read: • Understand what type of random variable is needed for a binomial distribution. Movie Title American Sniper The Hunger Games: Mockingjay - Part 1 Studio Warner Brothers Lionsgate Guardians of the Galaxy Buena Vista Captain America: The Winter Soldier Buena Vista The LEGO Movie Warner Brothers The Hobbit: The Battle of the Five Armies Warner Brothers Transformers: Age of Extinction Paramount Maleficent Buena Vista X-Men: Days of Future Past Big Hero 6 Fox Buena Vista Dawn of the Planet of the Apes Fox The Amazing Spider-Man 2 Sony Godzilla (2014) Warner Brothers 22 Jump Street Sony Teenage Mutant Ninja Turtles (2014) Paramount Interstellar Paramount How to Train Your Dragon 2 Fox Gone Girl Fox Divergent Lionsgate Neighbors Universal Ride Along Universal Rio 2 Into the Woods Lucy The Fault in our Stars Unbroken Fox Buena Vista Universal Fox Universal Night at the Museum: Secret of the Tomb Fox Mr. Peabody & Sherman Fox 300: Rise of An Empire Warner Brothers The Maze Runner Fox The Equalizer Sony Noah Edge of Tomorrow Non-Stop Heaven is for Real The Imitation Game Dumb and Dumber To Paramount Warner Brothers Universal Tristar Weinstein Company Universal Annie (2014) Sony Fury (2014) Sony Tammy Warner Brothers Annabelle Warner Brothers The Other Woman (2014) Fox Penguins of Madagascar Fox Let's Be Cops Fox The Monuments Men Sony Hercules (2014) The Purge: Anarchy Alexander and the Terrible, Horrible, No Good, Very Bad Day Think Like a Man Too Exodus: Gods and Kings The Nut Job God's Not Dead Son of God Planes: Fire & Rescue The Grand Budapest Hotel RoboCop (2014) Dracula Untold Horrible Bosses 2 The Hundred-Foot Journey No Good Deed (2014) Paramount Universal Buena Vista Sony/Columbia Fox Open Road Films Freestyle Releasing Fox Buena Vista Fox Searchlight Sony Universal Warner Brothers Buena Vista Sony/Columbia Selma Paramount Muppets Most Wanted Buena Vista Ouija The Boxtrolls Jack Ryan: Shadow Recruit If I Stay Universal Focus Features Paramount Warner Brothers The Book of Life (2014) Fox About Last Night (2014) Sony/Columbia Into The Storm Warner Brothers The Judge Warner Brothers Jersey Boys Warner Brothers Blended Warner Brothers The Giver Weinstein Company St. Vincent Weinstein Company Need for Speed Buena Vista A Million Ways to Die in the West Universal John Wick Lionsgate Birdman Dolphin Tale 2 Fox Searchlight Warner Brothers The Expendables 3 Lionsgate Earth to Echo Relativity Sex Tape Wild (2014) Million Dollar Arm Sony Fox Searchlight Buena Vista The Theory of Everything Focus Features This is Where I Leave You Warner Brothers The Gambler Paramount Paranormal Activity: The Marked Ones Paramount Nightcrawler Open Road Films Chef Open Road Films Get On Up Universal 3 Days to Kill Relativity Deliver Us From Evil When the Game Stands Tall Sony/Columbia Tristar Draft Day Lionsgate Oculus Relativity The Best of Me Relativity A Walk Among the Tombstones Universal That Awkward Moment Focus Features Boyhood IFC Top Five Paramount The November Man Relativity Endless Love (2014) Universal Pompeii Transcendence Tristar Warner Brothers As Above/So Below Universal Brick Mansions Relativity I, Frankenstein Lionsgate The Legend of Hercules Lionsgate Bears Addicted Buena Vista Lionsgate A Haunted House 2 Open Road Films A Most Wanted Man Roadside Attractions Begin Again Weinstein Company Tyler Perry's The Single Moms Club Devil's Due And So It Goes Lionsgate Fox Clarius Entertainment Step Up All In Lionsgate Beyond the Lights Relativity Big Eyes America (2014) Left Behind (2014) Frank Miller's Sin City: A Dame to Kill For Weinstein Company Lionsgate Freestyle Releasing Weinstein Company Labor Day Paramount Whiplash Sony Classics Winter's Tale Foxcatcher Warner Brothers Sony Classics Belle Fox Searchlight The Drop Fox Searchlight P.K. Magic in the Moonlight Sabotage (2014) Moms' Night Out Island of Lemurs: Madagascar (IMAX) The Quiet Ones Legends of Oz: Dorothy's Return Inherent Vice Vampire Academy Bad Words Cantinflas The Interview (2014) UTV Communications Sony Classics Open Road Films Tristar Warner Brothers Lionsgate Clarius Entertainment Warner Brothers Weinstein Company Focus Features Lionsgate Sony Meet the Mormons Purdie Distribution A Most Violent Year A24 Cesar Chavez The Skeleton Twins The Wind Rises Snowpiercer Lionsgate Roadside Attractions Buena Vista Radius-TWC The Railway Man Weinstein Company Dear White People Roadside Attractions The Lunchbox My Old Lady Mr. Turner Ida Fading Gigolo Sony Classics Cohen Media Group Sony Classics Music Box Films Millenium Entertainment Calvary Fox Searchlight Wish I Was Here Focus Features Ghostbusters (30th Anniversary re-release) Mommy What If (2014) Sony Roadside Attractions CBS The Grand Seduction Veronica Mars Before I Go To Sleep Rosewater Entertainment One Warner Brothers Clarius Entertainment Open Road Films Obvious Child A24 The Trip to Italy IFC The Identical The Fluffy Movie Citizenfour Kirk Cameron's Saving Christmas Freestyle Releasing Open Road Films Radius-TWC Samuel Goldwyn The Pyramid Fox The Good Lie Warner Brothers The Raid 2 Under the Skin (2014) Sony Classics A24 The Admiral: Roaring Currents CJ Entertainment Dragon Ball Z: Battle of Gods Screenvision Bang Bang Kick Kill the Messenger The Homesman Ode to My Father Love is Strange 2 States Le Week-End Anchorman 2 (R-Rated Extended Cut) FIP UTV Communications Focus Features Saban Films CJ Entertainment Sony Classics UTV Communications Music Box Films Paramount 2014 Oscar Nominated Short Films Shorts International Words and Pictures Roadside Attractions Gloria (2014) Roadside Attractions The Immigrant Weinstein Company Only Lovers Left Alive Tusk Tim's Vermeer Persecuted Awake: The Life of Yogananda Fed Up Sony Classics A24 Sony Classics Millenium Entertainment Counterpoint Films Radius-TWC Finding Vivian Maier IFC Pride (2014) CBS Two Days, One Night IFC Locke A24 Gimme Shelter Roadside Attractions Force Majeure Magnolia Total Gross Total Theaters Opening Gross Opening Theaters Genre 4 Action 350.126.372 3.885 633.456 337.135.885 4.151 121.897.634 4.151 Adventure 333.176.600 4.088 94.320.883 4.080 Action 259.766.572 3.938 95.023.721 3.938 Action 257.760.692 3.890 69.050.279 3.775 Animation 255.119.788 3.875 54.724.334 3.875 Adventure 245.439.076 4.233 100.038.390 4.233 Action 241.410.378 3.948 69.431.298 3.948 Action 233.921.534 4.001 90.823.660 3.996 Action 222.527.828 3.773 56.215.889 3.761 Animation 208.545.589 3.969 72.611.427 3.967 Action 202.853.933 4.324 91.608.337 4.324 Action 200.676.069 3.952 93.188.384 3.952 Action 191.719.337 3.426 57.071.445 3.306 Action 191.204.754 3.980 65.575.105 3.845 Action 188.020.017 3.561 47.510.360 3.561 Adventure 177.002.924 4.268 49.451.322 4.253 Animation 167.767.189 3.284 37.513.109 3.014 Drama 150.947.895 3.936 54.607.747 3.936 Adventure 150.157.400 3.311 49.033.915 3.279 Comedy 134.938.200 2.867 41.516.170 2.663 Action 131.538.435 3.975 39.327.869 3.948 Animation 128.002.372 2.833 31.051.923 2.440 Adventure 126.663.600 3.202 43.899.340 3.173 Action 124.872.350 3.340 48.002.523 3.173 Drama 115.637.895 3.301 30.621.445 3.131 Biography 113.729.151 3.914 17.100.520 3.785 Adventure 111.506.430 3.951 32.207.057 3.934 Animation 106.580.051 3.490 45.038.460 3.470 Action 102.427.862 3.638 32.512.804 3.604 Action 101.530.738 3.236 34.137.828 3.236 Action 101.200.044 3.571 43.720.472 3.567 action 100.206.256 3.505 28.760.246 3.490 Action 92.168.600 3.183 28.875.635 3.090 Action 91.443.253 3.048 22.522.221 2.417 Drama 91.125.683 2.402 479.352 4 Biography 86.208.010 3.188 36.111.775 3.154 Comedy 85.911.262 3.197 15.861.939 3.116 Comedy 85.817.906 3.313 23.702.421 3.173 Action 84.525.432 3.465 21.577.049 3.465 Comedy 84.273.813 3.215 37.134.255 3.185 Horror 83.911.193 3.306 24.763.752 3.205 Comedy 83.350.911 3.775 25.447.444 3.764 Animation 82.390.774 3.140 17.813.722 3.094 Comedy 78.031.620 3.083 22.003.433 3.083 Drama 72.688.614 3.595 29.800.263 3.595 Action 71.962.800 2.856 29.816.675 2.805 Action 66.954.149 3.117 18.360.230 3.088 Comedy 65.182.182 2.225 29.241.911 2.225 Comedy 65.014.513 3.503 24.115.934 3.503 Action 64.251.541 3.472 19.423.000 3.427 Animation 60.755.732 1.860 9.217.013 780 Drama 59.700.064 3.271 25.601.865 3.260 Biography 59.165.787 3.839 17.509.407 3.826 Animation 59.100.318 1.467 811.166 4 Adventure 58.607.007 3.372 21.681.430 3.372 Action 56.280.355 2.900 23.514.615 2.885 Action 54.445.357 3.400 15.457.418 3.375 Comedy 54.240.821 2.167 10.979.290 2.023 Comedy 52.543.632 2.175 24.250.283 2.175 Crime 52.076.908 2.235 571.450 19 Biography 51.183.113 3.194 17.005.126 3.194 Adventure 50.856.010 2.899 19.875.995 2.858 Horror 50.837.305 3.464 17.275.239 3.464 Animation 50.577.412 3.387 15.451.981 3.387 Action 50.474.843 3.157 15.679.190 2.907 Drama 50.151.543 3.113 17.005.218 3.071 Animation 48.637.684 2.253 25.649.011 2.253 Comedy 47.602.194 3.434 17.346.427 3.434 Action 47.119.388 3.003 13.116.226 3.003 Crime 47.047.013 2.905 13.319.371 2.905 Biography 46.294.610 3.555 14.284.031 3.555 Comedy 45.090.374 3.003 12.305.016 3.003 Action 44.137.712 2.552 109.878 4 Comedy 43.577.636 3.115 17.844.939 3.115 Action 43.139.300 3.160 16.797.385 3.158 Comedy 43.037.835 2.589 14.415.922 2.589 Action 42.340.598 1.213 424.397 4 Comedy 42.024.533 3.656 15.873.397 3.656 Drama 39.322.544 3.221 15.879.645 3.221 Action 38.934.842 3.230 8.364.658 3.230 Adventure 38.543.473 3.062 14.608.152 3.062 Comedy 37.880.356 1.361 606.810 21 Biography 36.457.627 3.019 10.515.659 3.019 Biography 35.893.537 1.220 208.763 5 Biography 34.296.320 2.868 11.558.149 2.868 Comedy 33.680.992 2.494 9.129.999 2.478 Crime 32.462.372 2.883 18.343.611 2.867 Horror 32.381.217 2.766 10.441.000 2.766 Crime 31.424.003 1.298 204.961 6 Comedy 30.703.100 2.469 13.585.915 2.468 Biography 30.697.999 2.872 12.242.218 2.872 Action 30.577.122 3.049 9.740.471 3.049 Horror 30.127.963 2.766 8.381.509 2.673 Drama 28.842.237 2.781 9.783.603 2.781 Drama 27.695.246 2.648 12.005.402 2.648 Horror 26.766.213 2.936 10.003.827 2.936 Drama 26.307.600 2.714 12.758.780 2.712 Crime 26.068.955 2.809 8.742.109 2.809 Comedy 25.352.281 775 5 Drama 25.317.291 1.426 6.896.593 979 Comedy 25.018.119 2.776 7.911.597 2.776 Action 23.438.250 2.896 13.307.125 2.896 Drama 23.219.748 2.658 10.340.823 2.658 Action 23.022.309 3.455 10.886.386 3.455 Drama 21.321.100 2.650 8.632.820 2.640 Adventure 20.396.829 2.647 9.516.855 2.647 Action 19.075.290 2.753 8.610.441 2.753 Action 18.848.538 2.104 8.868.318 2.104 Action 17.780.194 1.790 4.776.267 1.720 Documentary 17.390.770 1.037 7.485.346 846 Drama 17.329.486 2.310 8.843.875 2.310 Comedy 17.237.855 801 2.687.227 361 Crime 16.170.632 1.302 134.064 5 Drama 15.973.881 1.896 8.075.111 1.896 Comedy 15.821.461 2.544 8.308.220 2.544 Horror 15.160.801 1.816 4.642.329 1.762 Comedy 14.904.384 2.072 6.469.857 2.072 Drama 14.618.727 1.789 6.200.284 1.789 Drama 387.618 14.482.031 1.408 3.001.738 1.307 Biography 14.444.502 1.105 38.608 3 Documentary 14.019.924 1.887 6.300.147 1.825 Action 13.757.804 2.894 6.317.683 2.894 Crime 13.371.528 2.584 5.175.282 2.584 Drama 13.092.000 567 6 Drama 12.600.231 2.965 2.965 Drama 12.096.300 759 270.877 6 Biography 10.726.630 525 106.578 4 Drama 10.724.389 1.192 4.104.552 809 Crime 10.616.104 272 3.565.258 272 Comedy 10.539.326 964 412.095 17 Comedy 10.508.518 2.486 5.272.444 2.486 Action 10.429.707 1.046 4.311.083 1.044 Comedy 10.422.129 302 37 Documentary 8.509.867 2.027 3.880.053 2.027 Horror 8.462.027 2.658 3.747.780 2.658 Animation 8.110.975 653 5 Comedy 7.791.979 2.676 3.921.742 2.676 Action 7.779.614 1.074 113.301 6 Comedy 6.382.924 429 2.661.253 382 Biography 6.105.175 581 1.794.666 331 Action 6.047.363 333 2.509.808 317 Documentary 5.749.134 818 172.788 4 Action 5.571.497 664 2.861.528 664 Biography 5.284.309 461 380.691 15 Comedy 5.209.580 496 313.751 21 Animation 4.563.650 356 171.187 8 Action 4.438.438 600 61.845 4 Biography 4.404.154 393 347.959 11 Comedy 4.235.151 165 44.542 3 Drama 4.013.786 273 124.680 11 Comedy 3.958.500 120 109.000 5 Biography 3.827.060 137 55.438 3 Drama 3.769.873 356 180.801 5 Comedy 3.600.006 322 74.149 4 Drama 3.591.299 753 484.401 68 Comedy 3.580.343 784 1.756.513 784 Comedy 3.494.070 83 473.882 62 Drama 3.493.000 787 133.898 20 Comedy 135.388 7.297.694 188.307 328.184 3.430.018 124 323.743 94 Comedy 3.322.127 347 1.988.351 291 Crime 3.242.457 1.902 1.843.347 1.902 Drama 3.128.941 371 1.154.303 371 Biography 3.123.963 202 77.315 3 Comedy 2.880.537 199 71.712 3 Comedy 2.827.666 1.956 1.587.137 1.956 Drama 2.827.393 432 1.311.446 432 Comedy 2.799.318 105 126.321 5 Documentary 2.783.970 410 992.087 410 Comedy 2.756.333 685 1.369.935 589 Horror 2.722.209 461 841.422 461 Drama 2.627.209 954 165.292 7 Action 2.614.251 176 133.154 4 Drama 2.589.811 45 51.431 1 Adventure 2.553.002 692 296.414 62 Animation 2.546.172 271 1.278.690 271 Action 2.472.695 180 1.071.373 180 Action 2.450.846 427 941.809 374 Biography 2.429.989 222 45.433 4 Drama 2.300.121 38 33.880 1 Drama 2.262.223 138 117.276 5 Drama 2.238.174 137 1.073.898 135 Comedy 2.225.098 157 43.608 3 Comedy 2.184.339 1.317 1.317 Comedy 2.171.849 167 329.505 105 Drama 2.171.257 216 87.879 10 Comedy 2.107.925 110 56.454 3 Biography 2.025.328 150 44.064 3 Drama 1.879.534 95 87.989 4 Drama 1.826.705 602 846.831 602 Comedy 1.671.377 129 49.777 4 Documentary 1.558.836 736 851.391 736 Action 1.539.680 21 18.885 1 Documentary 1.538.899 104 126.028 18 Documentary 1.514.782 97 63.600 3 Documentary 1.446.634 124 100.040 10 Comedy 1.433.853 120 30.700 2 Drama 1.375.769 121 81.006 4 Drama 1.359.910 385 689.070 385 Drama 1.358.833 1.359.497 68 23.309 2 Comedy Length (min) 133 123 121 136 100 144 165 97 132 102 130 142 123 112 101 169 102 149 139 97 99 101 125 89 126 137 98 92 102 113 132 138 113 106 99 114 109 118 134 97 99 109 92 104 118 98 103 81 106 150 85 113 138 83 99 117 92 108 122 84 128 107 89 96 105 105 95 100 89 141 134 117 97 102 132 116 101 119 107 126 91 94 115 124 123 103 111 84 117 114 139 117 118 115 110 104 118 114 94 165 102 108 104 105 119 93 90 92 99 78 106 86 122 104 111 89 94 112 116 106 105 110 102 111 107 118 134 104 106 153 97 109 98 39 98 88 148 104 89 102 112 78 125 102 93 126 126 116 108 104 107 150 82 90 102 106 105 139 98 113 107 92 103 84 108 107 101 114 80 89 110 150 108 126 85 153 146 112 122 126 94 149 93 143 111 111 126 120 123 102 80 91 87 92 83 119 95 85 101 120
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Explanation & Answer

Attached.

Running Head: STATISTICAL DATA ANALYSIS

STATISTICAL DATA ANALYSIS
Name
Professor
Course
Date

1

STATISTICAL DATA ANALYSIS

2

STATISTICAL DATA ANALYSIS
Microsoft excel was used to analyze the data set and descriptive statistics was used to
evaluate the individual statistical parameters foe the summary measures of the total gross income
for each movie genre. The data set was firs filtered and categorized according type of genre that
each movie belonged to. The results of the analysis are shown below along with the mean,
standard deviation, first quartile, median, third quartile, maximum and the interquartile range for
the total gross income of each movie genre.

3rd
Quartile

Maximum

Interquartile
Range

58607007

130,800,900

350126372

111,064,841

45,058,978

113729151

169483956

350126372

124,424,978

2553002

50151543

64251541

131538435

257760692

81386892

32675664.09

2107925

4721703

22592565.5

44755348.75

115637895

40033645.75

28653207.85

33263412.48

1359497

3461509

10616104

45216161

150157400

41754652

237,075,004

26341667.11

16671949.76

3322127

13757804

26307600

33680992

52543632

19923188

57,758,244

6417582.667

6294492.382

1514782

1539680

2799318

10422129

17780194

8882449

Drama

929,595,121

244...

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