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adiciona materiais da main e curso passado
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,78 @@ | ||
| titulo,ano,diretor,duracao,cor,generos,pais,classificacao,orcamento,receita,nota_imdb,likes_facebook,ator_1,ator_2,ator_3 | ||
| Batman v Superman: Dawn of Justice,2016,Zack Snyder,183,Color,Action|Adventure|Sci-Fi,USA,A partir de 13 anos,250000000,330249062,6.9,197000,Henry Cavill,Lauren Cohan,Alan D. Purwin | ||
| Captain America: Civil War,2016,Anthony Russo,147,Color,Action|Adventure|Sci-Fi,USA,A partir de 13 anos,250000000,407197282,8.2,72000,Robert Downey Jr.,Scarlett Johansson,Chris Evans | ||
| Star Trek Beyond,2016,Justin Lin,122,Color,Action|Adventure|Sci-Fi|Thriller,USA,A partir de 13 anos,185000000,130468626,7.5,30000,Sofia Boutella,Melissa Roxburgh,Lydia Wilson | ||
| The Legend of Tarzan,2016,David Yates,110,Color,Action|Adventure|Drama|Romance,USA,A partir de 13 anos,180000000,124051759,6.6,29000,Christoph Waltz,Alexander Skarsgård,Casper Crump | ||
| X-Men: Apocalypse,2016,Bryan Singer,144,Color,Action|Adventure|Sci-Fi,USA,A partir de 13 anos,178000000,154985087,7.3,54000,Jennifer Lawrence,Michael Fassbender,Tye Sheridan | ||
| Suicide Squad,2016,David Ayer,123,Color,Action|Adventure|Comedy|Sci-Fi,USA,A partir de 13 anos,175000000,161087183,6.9,80000,Will Smith,Robin Atkin Downes,Ike Barinholtz | ||
| Independence Day: Resurgence,2016,Roland Emmerich,120,Color,Action|Adventure|Sci-Fi,USA,A partir de 13 anos,165000000,102315545,5.5,67000,Vivica A. Fox,Sela Ward,Judd Hirsch | ||
| Alice Through the Looking Glass,2016,James Bobin,113,Color,Adventure|Family|Fantasy,USA,Livre,170000000,76846624,6.4,30000,Johnny Depp,Alan Rickman,Anne Hathaway | ||
| Warcraft,2016,Duncan Jones,123,Color,Action|Adventure|Fantasy,USA,A partir de 13 anos,160000000,46978995,7.3,89000,Dominic Cooper,Callum Rennie,Ruth Negga | ||
| The Legend of Tarzan,2016,David Yates,110,Color,Action|Adventure|Drama|Romance,USA,A partir de 13 anos,180000000,124051759,6.6,29000,Christoph Waltz,Alexander Skarsgård,Casper Crump | ||
| Ghostbusters,2016,Paul Feig,116,Color,Action|Comedy|Fantasy|Sci-Fi,USA,A partir de 13 anos,144000000,118099659,5.5,62000,Ed Begley Jr.,Kate McKinnon,Zach Woods | ||
| Kung Fu Panda 3,2016,Alessandro Carloni,95,Color,Action|Adventure|Animation|Comedy|Family,USA,Livre,145000000,143523463,7.2,24000,J.K. Simmons,Angelina Jolie Pitt,Wayne Knight | ||
| Gods of Egypt,2016,Alex Proyas,126,Color,Action|Adventure|Fantasy,USA,A partir de 13 anos,140000000,31141074,5.5,24000,Gerard Butler,Elodie Yung,Bryan Brown | ||
| The Huntsman: Winter's War,2016,Cedric Nicolas-Troyan,120,Color,Action|Adventure|Drama|Fantasy,USA,A partir de 13 anos,115000000,47952020,6.1,16000,Chris Hemsworth,Sam Claflin,Charlize Theron | ||
| Teenage Mutant Ninja Turtles: Out of the Shadows,2016,Dave Green,112,Color,Action|Adventure|Comedy|Sci-Fi,USA,A partir de 13 anos,135000000,81638674,6.3,12000,Stephen Amell,Noel Fisher,Brad Garrett | ||
| Allegiant,2016,Robert Schwentke,120,Color,Action|Adventure|Mystery|Sci-Fi|Thriller,USA,A partir de 13 anos,110000000,66002193,5.8,12000,Naomi Watts,Theo James,Zoë Kravitz | ||
| Ben-Hur,2016,Timur Bekmambetov,141,Color,Adventure|Drama|History,USA,A partir de 13 anos,NA,NA,6.1,0,Morgan Freeman,Ayelet Zurer,Moises Arias | ||
| Now You See Me 2,2016,Jon M. Chu,129,Color,Action|Adventure|Comedy|Crime|Mystery|Thriller,USA,A partir de 13 anos,90000000,64685359,6.9,15000,Daniel Radcliffe,Morgan Freeman,Sanaa Lathan | ||
| The Angry Birds Movie,2016,Clay Kaytis,97,Color,Action|Animation|Comedy|Family,USA,Livre,73000000,107225164,6.3,14000,Peter Dinklage,Josh Gad,Keegan-Michael Key | ||
| The Finest Hours,2016,Craig Gillespie,117,Color,Action|Drama|History|Thriller,USA,A partir de 13 anos,NA,27550735,6.8,12000,Michael Raymond-James,Abraham Benrubi,Graham McTavish | ||
| Deadpool,2016,Tim Miller,108,Color,Action|Adventure|Comedy|Romance|Sci-Fi,USA,A partir de 18 anos,58000000,363024263,8.1,117000,Ryan Reynolds,Ed Skrein,Stefan Kapicic | ||
| Central Intelligence,2016,Rawson Marshall Thurber,107,Color,Action|Comedy|Crime,USA,A partir de 13 anos,50000000,126088877,6.6,10000,Dwayne Johnson,Thomas Kretschmann,Megan Park | ||
| 13 Hours,2016,Michael Bay,144,Color,Action|Drama|Thriller|War,USA,A partir de 18 anos,50000000,52822418,7.4,44000,Toby Stephens,James Badge Dale,David Costabile | ||
| Free State of Jones,2016,Gary Ross,139,Color,Action|Biography|Drama|History|War,USA,A partir de 18 anos,50000000,20389967,6.7,10000,Matthew McConaughey,Donald Watkins,Jessica Collins | ||
| Zoolander 2,2016,Ben Stiller,102,Color,Comedy,USA,A partir de 13 anos,50000000,28837115,4.8,28000,Milla Jovovich,Will Ferrell,Justin Theroux | ||
| The Conjuring 2,2016,James Wan,134,Color,Horror|Mystery|Thriller,USA,A partir de 18 anos,40000000,102310175,7.8,40000,Javier Botet,Frances O'Connor,Robin Atkin Downes | ||
| Ride Along 2,2016,Tim Story,102,Color,Action|Comedy,USA,A partir de 13 anos,40000000,90835030,5.9,0,Olivia Munn,Nadine Velazquez,Bruce McGill | ||
| The 5th Wave,2016,J Blakeson,112,Color,Action|Adventure|Sci-Fi|Thriller,USA,A partir de 13 anos,38000000,34912982,5.2,14000,Chloë Grace Moretz,Maggie Siff,Nick Robinson | ||
| How to Be Single,2016,Christian Ditter,110,Color,Comedy|Romance,USA,A partir de 18 anos,38000000,46813366,6.1,15000,Alison Brie,Damon Wayans Jr.,Nicholas Braun | ||
| Neighbors 2: Sorority Rising,2016,Nicholas Stoller,92,Color,Comedy,USA,A partir de 18 anos,35000000,55291815,6,0,Chloë Grace Moretz,Ike Barinholtz,Kiersey Clemons | ||
| Ghostbusters,2016,Paul Feig,116,Color,Action|Comedy|Fantasy|Sci-Fi,USA,A partir de 13 anos,144000000,118099659,5.5,62000,Ed Begley Jr.,Kate McKinnon,Zach Woods | ||
| Sausage Party,2016,Greg Tiernan,89,Color,Adventure|Animation|Comedy|Fantasy,USA,A partir de 18 anos,19000000,NA,7.5,13000,James Franco,Salma Hayek,Anders Holm | ||
| The Boss,2016,Ben Falcone,99,Color,Comedy,USA,A partir de 18 anos,29000000,63034755,5.3,0,Peter Dinklage,Tyler Labine,Ben Falcone | ||
| Pride and Prejudice and Zombies,2016,Burr Steers,108,Color,Action|Horror|Romance,USA,A partir de 13 anos,28000000,10907291,5.8,73000,Matt Smith,Bella Heathcote,Sam Riley | ||
| Money Monster,2016,Jodie Foster,98,Color,Crime|Drama|Thriller,USA,A partir de 18 anos,27000000,41008532,6.7,0,Julia Roberts,Jack O'Connell,Chris Bauer | ||
| Jane Got a Gun,2016,Gavin O'Connor,98,Color,Action|Drama|Western,USA,A partir de 18 anos,25000000,1512815,5.8,0,Natalie Portman,Noah Emmerich,Boyd Holbrook | ||
| Bad Moms,2016,Jon Lucas,100,Color,Comedy,USA,A partir de 18 anos,20000000,55461307,6.7,18000,Mila Kunis,Jay Hernandez,Jada Pinkett Smith | ||
| Risen,2016,Kevin Reynolds,107,Color,Action|Adventure|Drama|Mystery,USA,A partir de 13 anos,20000000,36874745,6.3,21000,Peter Firth,Jan Cornet,María Botto | ||
| Nerve,2016,Henry Joost,96,Color,Adventure|Crime|Mystery|Sci-Fi|Thriller,USA,A partir de 13 anos,20000000,28876924,7.1,0,Samira Wiley,Marc John Jefferies,Emily Meade | ||
| Triple 9,2016,John Hillcoat,115,Color,Action|Crime|Drama|Thriller,USA,A partir de 18 anos,20000000,12626905,6.3,0,Kate Winslet,Norman Reedus,Clifton Collins Jr. | ||
| Fight Valley,2016,Rob Hawk,90,Color,Action|Drama,USA,Outros,27000000,NA,5,1000,Kari J. Kramer,Erin O'Brien,Cabrina Collesides | ||
| Indignation,2016,James Schamus,110,Color,Drama,USA,A partir de 18 anos,NA,560512,7.8,599,Logan Lerman,Sarah Gadon,Tracy Letts | ||
| My Big Fat Greek Wedding 2,2016,Kirk Jones,94,Color,Comedy|Family|Romance,USA,A partir de 13 anos,18000000,59573085,6.1,19000,Nia Vardalos,Louis Mandylor,Joey Fatone | ||
| Restoration,2016,Zack Ward,92,Color,Horror,USA,Outros,NA,NA,4,378,Zack Ward,Anna Harr,James Cullen Bressack | ||
| I Am Wrath,2016,Chuck Russell,92,Color,Action|Crime|Drama|Thriller,USA,A partir de 18 anos,18000000,NA,5.2,0,Sam Trammell,Rebecca De Mornay,Amanda Schull | ||
| The Young Messiah,2016,Cyrus Nowrasteh,111,Color,Drama,USA,A partir de 13 anos,18500000,6462576,5.4,0,Clive Russell,Vincent Walsh,Finn Ireland | ||
| Bad Moms,2016,Jon Lucas,100,Color,Comedy,USA,A partir de 18 anos,20000000,55461307,6.7,18000,Mila Kunis,Jay Hernandez,Jada Pinkett Smith | ||
| Ben-Hur,2016,Timur Bekmambetov,141,Color,Adventure|Drama|History,USA,A partir de 13 anos,100000000,NA,6.1,0,Morgan Freeman,Ayelet Zurer,Moises Arias | ||
| Keanu,2016,Peter Atencio,100,Color,Action|Comedy,USA,A partir de 18 anos,15000000,20566327,6.4,0,Nia Long,Will Forte,Keegan-Michael Key | ||
| Miracles from Heaven,2016,Patricia Riggen,109,Color,Drama,USA,Livre,13000000,61693523,6.8,16000,Jennifer Garner,Brighton Sharbino,Martin Henderson | ||
| The Shallows,2016,Jaume Collet-Serra,86,Color,Drama|Horror|Thriller,USA,A partir de 13 anos,17000000,54257433,6.8,0,Óscar Jaenada,Brett Cullen,Sedona Legge | ||
| Dirty Grandpa,2016,Dan Mazer,109,Color,Comedy,USA,A partir de 18 anos,11500000,35537564,6,11000,Robert De Niro,Zoey Deutch,Jason Mantzoukas | ||
| Misconduct,2016,Shintaro Shimosawa,106,Color,Drama|Thriller,USA,A partir de 18 anos,11000000,NA,5.3,0,Al Pacino,Anthony Hopkins,Glen Powell | ||
| The Boy,2016,William Brent Bell,97,Color,Horror|Mystery|Thriller,USA,A partir de 13 anos,10000000,35794166,6,20000,Lauren Cohan,Rupert Evans,Stephanie Lemelin | ||
| Pete's Dragon,2016,David Lowery,102,Color,Adventure|Family|Fantasy,USA,Livre,65000000,NA,7.3,21000,Bryce Dallas Howard,Oona Laurence,Isiah Whitlock Jr. | ||
| The Forest,2016,Jason Zada,93,Color,Horror|Mystery|Thriller,USA,A partir de 13 anos,10000000,26583369,4.8,10000,Eoin Macken,Stephanie Vogt,Gen Seto | ||
| Kicks,2016,Justin Tipping,80,Color,Adventure,USA,A partir de 18 anos,NA,NA,7.8,240,Tina Gilton,Natalie Stephany Aguilar,Justin Hall | ||
| Mr. Church,2016,Bruce Beresford,104,Color,Drama,USA,A partir de 13 anos,8000000,NA,8,205,Mckenna Grace,Lucy Fry,Natalie Coughlin | ||
| Code of Honor,2016,Michael Winnick,106,Color,Action,USA,A partir de 18 anos,8000000,NA,4.2,689,Scott Takeda,Helena Mattsson,Craig Sheffer | ||
| 10 Cloverfield Lane,2016,Dan Trachtenberg,104,Color,Drama|Horror|Mystery|Sci-Fi|Thriller,USA,A partir de 13 anos,15000000,71897215,7.3,33000,Bradley Cooper,John Gallagher Jr.,Sumalee Montano | ||
| Lights Out,2016,David F. Sandberg,81,Color,Horror,USA,A partir de 13 anos,4900000,56536016,6.9,0,Billy Burke,Amiah Miller,Gabriel Bateman | ||
| Fifty Shades of Black,2016,Michael Tiddes,92,Color,Comedy,USA,A partir de 18 anos,5000000,11675178,3.5,11000,Fred Willard,Mike Epps,Russell Peters | ||
| The Perfect Match,2016,Bille Woodruff,96,Color,Comedy|Romance,USA,A partir de 18 anos,5000000,9658370,4.5,740,Donald Faison,Brandy Norwood,Lauren London | ||
| Yoga Hosers,2016,Kevin Smith,88,Color,Comedy|Fantasy|Horror|Thriller,USA,A partir de 13 anos,5000000,NA,4.8,0,Johnny Depp,Haley Joel Osment,Natasha Lyonne | ||
| The Veil,2016,Phil Joanou,93,Color,Horror,USA,A partir de 18 anos,4000000,NA,4.7,0,Lily Rabe,Shannon Woodward,Kira McLean | ||
| Ben-Hur,2016,Timur Bekmambetov,141,Color,Adventure|Drama|History,USA,A partir de 13 anos,100000000,NA,6,0,Morgan Freeman,Ayelet Zurer,Moises Arias | ||
| Antibirth,2016,Danny Perez,94,Color,Horror,USA,Outros,3500000,NA,6.3,89,Natasha Lyonne,Emmanuel Kabongo,Mark Webber | ||
| A Beginner's Guide to Snuff,2016,Mitchell Altieri,87,Color,Comedy|Horror|Thriller,USA,Outros,NA,NA,8.7,8,Kimberley Crossman,Luke Edwards,Bree Williamson | ||
| Cabin Fever,2016,Travis Zariwny,99,Color,Horror,USA,Outros,NA,NA,3.7,2000,Dustin Ingram,Gage Golightly,Samuel Davis | ||
| Kickboxer: Vengeance,2016,John Stockwell,90,NA,Action,USA,Outros,17000000,NA,9.1,0,Matthew Ziff,T.J. Storm,Sam Medina | ||
| The Dog Lover,2016,Alex Ranarivelo,101,Color,Drama,USA,Livre,2000000,NA,4.8,724,Lea Thompson,Christina Moore,Cullen Douglas | ||
| God's Not Dead 2,2016,Harold Cronk,120,Color,Drama,USA,Livre,5000000,20773070,3.4,0,Benjamin A. Onyango,Robin Givens,Maria Canals-Barrera | ||
| Fight to the Finish,2016,Warren Sheppard,94,Color,Action|Romance|Sport,USA,A partir de 13 anos,150000,NA,4,381,Jennifer Hale,Randy Jay Burrell,Vincent De Paul | ||
| Alleluia! The Devil's Carnival,2016,Darren Lynn Bousman,97,Color,Horror|Musical,USA,Outros,500000,NA,7.4,707,Paul Sorvino,Barry Bostwick,Terrance Zdunich | ||
| Rodeo Girl,2016,Joel Paul Reisig,108,Color,Family,USA,Livre,500000,NA,5.7,0,Carrie Bradstreet,Joel Paul Reisig,Yassie Hawkes | ||
| The Little Ponderosa Zoo,2016,Luke Dye,84,Color,Family,USA,Outros,500000,NA,5.2,9,Mike Stanley,Jeff Delaney,Jamison Stalsworth | ||
| The Birth of a Nation,2016,Nate Parker,120,Color,Biography|Drama,USA,A partir de 18 anos,10000000,NA,5.4,0,Jason Stuart,Nate Parker,Aunjanue Ellis |
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| # Já carrega o tidyr e o dplyr | ||
| library(tidyverse) | ||
|
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| # TIDYR ----------------------------------------------------------------------- | ||
|
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| # Tabelas que vamos usar | ||
| musicas <- select(billboard, track, wk1:wk6) | ||
| renda <- select(us_rent_income, NAME, variable, estimate) | ||
|
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| musicas |> | ||
| pivot_longer( | ||
| cols = starts_with("wk"), # Colunas que começam com "wk" | ||
| names_to = "semana", # Nomes das colunas viram "semana" | ||
| values_to = "posicao" # Valores das colunas viram "posicao" | ||
| ) | ||
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| musicas |> | ||
| select(starts_with("wk")) | ||
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| musicas |> | ||
| pivot_longer( | ||
| cols = starts_with("wk"), | ||
| names_to = semana, # Não funciona | ||
| values_to = posicao. # Não funciona | ||
| ) | ||
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| # DPLYR ----------------------------------------------------------------------- | ||
|
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| alunos <- tibble::tribble( | ||
| ~Aluno, ~Nota1, ~Nota2, ~Nota3, ~Nota4, ~Nota5, ~Nota6, ~Nota7, ~Nota8, ~Nota9, | ||
| "Ana", "7.0", "1.6", "7.7", "3.9", "9.5", "10.0", "0.9", "7.9", "3.6", | ||
| "Bruno", "9.2", "1.5", "1.3", "5.1", "5.8", "7.1", "5.5", "8.7", "3.7", | ||
| "Caio", "5.7", "7.4", "1.9", "0.8", "2.3", "6.3", "3.3", "1.3", "1.5" | ||
| ) | ||
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| alunos | ||
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| alunos |> | ||
| select(Nota1:Nota9) | ||
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| alunos |> | ||
| select(starts_with("Nota")) | ||
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| alunos |> | ||
| select(-Aluno) | ||
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| alunos |> | ||
| select(2:10) | ||
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| alunos |> | ||
| select(Nota1, Nota2, Nota3, Nota4, Nota5, Nota6, Nota7, Nota8, Nota9) | ||
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| alunos |> | ||
| select(2, 3, 4, 5, 6, 7, 8, 9, 10) | ||
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| alunos |> | ||
| select(-1) | ||
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| alunos |> | ||
| mutate(across(c(Nota1, Nota2, Nota3), as.numeric)) | ||
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| alunos |> | ||
| select(c(Nota1, Nota2, Nota3)) | ||
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| estrelas <- select(starwars, 1:6) | ||
| estrelas | ||
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| estrelas |> | ||
| select(where(is.character)) | ||
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| estrelas |> | ||
| select(where(is.numeric)) | ||
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| estrelas |> | ||
| select(-where(is.numeric)) | ||
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| is.character(estrelas$name) | ||
| is.numeric(estrelas$name) | ||
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| estrelas |> | ||
| select(2:6, -mass) | ||
|
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| estrelas |> | ||
| select(c(2:6, -mass)) | ||
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| mean(c(10, 10, NA)) | ||
| mean(c(10, 10, NA), na.rm = TRUE) | ||
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| mult_10 <- function(x) { | ||
| x * 10 | ||
| } | ||
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| alunos |> | ||
| mutate( | ||
| across(Nota1:Nota9, as.numeric), | ||
| across(Nota1:Nota9, mult_10) | ||
| ) | ||
|
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| c(1, 2, 3) | ||
| list(1, 2, 3) | ||
| list("um" = 1, "dois" = 2, "três" = 3) | ||
| list("media" = mean, "mediana" = median) | ||
|
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||
| estrelas |> | ||
| unite("todas_as_cores", ends_with("color"), sep = "/") |
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