pacman::p_load(rvest, robotstxt, dplyr)

Question 5

paths_allowed("https://www.imdb.com/title/tt7235466/fullcredits?ref_=tt_cl_sm")
##  www.imdb.com
## [1] TRUE

Question 4 & 6

CastCrew_html <- read_html("https://www.imdb.com/title/tt7235466/fullcredits?ref_=tt_cl_sm")
CastCrew_html
## {html_document}
## <html xmlns:og="http://ogp.me/ns#" xmlns:fb="http://www.facebook.com/2008/fbml">
## [1] <head>\n<meta http-equiv="Content-Type" content="text/html; charset=UTF-8 ...
## [2] <body id="styleguide-v2" class="fixed">\n            <img height="1" widt ...
table_html <- html_elements(CastCrew_html, "table")  
tibble_list <- html_table(table_html[3])
tibble_list
## [[1]]
## # A tibble: 3,152 × 4
##    X1    X2               X3    X4                                              
##    <lgl> <chr>            <chr> <chr>                                           
##  1 NA    ""               ""    ""                                              
##  2 NA    "Angela Bassett" "..." "Athena Grant\n         / ...  \n              …
##  3 NA    ""               ""    ""                                              
##  4 NA    "Peter Krause"   "..." "Bobby Nash\n                  115 episodes, 20…
##  5 NA    ""               ""    ""                                              
##  6 NA    "Oliver Stark"   "..." "Evan 'Buck' Buckley\n                  115 epi…
##  7 NA    ""               ""    ""                                              
##  8 NA    "Aisha Hinds"    "..." "Henrietta 'Hen' Wilson\n                  115 …
##  9 NA    ""               ""    ""                                              
## 10 NA    "Kenneth Choi"   "..." "Howie 'Chimney' Han\n                  115 epi…
## # ℹ 3,142 more rows
html_table(table_html)
## [[1]]
## # A tibble: 39 × 3
##    X1                    X2    X3                      
##    <chr>                 <chr> <chr>                   
##  1 Bradley Buecker       ...   (20 episodes, 2018-2024)
##  2 John J. Gray          ...   (8 episodes, 2019-2024) 
##  3 Brenna Malloy         ...   (7 episodes, 2021-2024) 
##  4 David Grossman        ...   (6 episodes, 2020-2021) 
##  5 Marita Grabiak        ...   (6 episodes, 2021-2024) 
##  6 Jennifer Lynch        ...   (5 episodes, 2018-2020) 
##  7 Gwyneth Horder-Payton ...   (5 episodes, 2018)      
##  8 Joaquin Sedillo       ...   (5 episodes, 2019-2023) 
##  9 Jann Turner           ...   (5 episodes, 2019-2023) 
## 10 Marcus Stokes         ...   (4 episodes, 2019-2022) 
## # ℹ 29 more rows
## 
## [[2]]
## # A tibble: 51 × 3
##    X1                 X2    X3                                               
##    <chr>              <chr> <chr>                                            
##  1 Brad Falchuk       ...   (created by) (115 episodes, 2018-2025)           
##  2 Brad Falchuk       ...   (written by) (4 episodes, 2018)                  
##  3 Tim Minear         ...   (created by) (115 episodes, 2018-2025)           
##  4 Tim Minear         ...   (written by) (13 episodes, 2018-2024)            
##  5 Ryan Murphy        ...   (created by) (115 episodes, 2018-2025)           
##  6 Ryan Murphy        ...   (written by) (3 episodes, 2018)                  
##  7 Nadia Abass-Madden ...   (executive story editor) (18 episodes, 2022-2023)
##  8 Nadia Abass-Madden ...   (story editor) (18 episodes, 2021-2022)          
##  9 Nadia Abass-Madden ...   (staff writer) (10 episodes, 2021)               
## 10 Nadia Abass-Madden ...   (written by) (8 episodes, 2020-2023)             
## # ℹ 41 more rows
## 
## [[3]]
## # A tibble: 3,152 × 4
##    X1    X2               X3    X4                                              
##    <lgl> <chr>            <chr> <chr>                                           
##  1 NA    ""               ""    ""                                              
##  2 NA    "Angela Bassett" "..." "Athena Grant\n         / ...  \n              …
##  3 NA    ""               ""    ""                                              
##  4 NA    "Peter Krause"   "..." "Bobby Nash\n                  115 episodes, 20…
##  5 NA    ""               ""    ""                                              
##  6 NA    "Oliver Stark"   "..." "Evan 'Buck' Buckley\n                  115 epi…
##  7 NA    ""               ""    ""                                              
##  8 NA    "Aisha Hinds"    "..." "Henrietta 'Hen' Wilson\n                  115 …
##  9 NA    ""               ""    ""                                              
## 10 NA    "Kenneth Choi"   "..." "Howie 'Chimney' Han\n                  115 epi…
## # ℹ 3,142 more rows
## 
## [[4]]
## # A tibble: 44 × 3
##    X1                     X2    X3                                              
##    <chr>                  <chr> <chr>                                           
##  1 Brad Falchuk           ...   executive producer (109 episodes, 2018-2025)    
##  2 Tim Minear             ...   executive producer / executive producer (109 ep…
##  3 Ryan Murphy            ...   executive producer (108 episodes, 2018-2025)    
##  4 Angela Bassett         ...   executive producer / co-executive producer (107…
##  5 Lou Eyrich             ...   producer / co-executive producer (107 episodes,…
##  6 John J. Gray           ...   executive producer / co-executive producer (107…
##  7 Bradley Buecker        ...   executive producer (106 episodes, 2018-2024)    
##  8 Jeff Dickerson         ...   co-executive producer / producer / co-producer …
##  9 Eryn Krueger Mekash    ...   producer (106 episodes, 2018-2024)              
## 10 Robert M. Williams Jr. ...   co-executive producer / producer / producer (10…
## # ℹ 34 more rows
## 
## [[5]]
## # A tibble: 2 × 3
##   X1            X2    X3                       
##   <chr>         <chr> <chr>                    
## 1 Mac Quayle    ...   (117 episodes, 2018-2025)
## 2 Todd Haberman ...   (116 episodes, 2018-2025)
## 
## [[6]]
## # A tibble: 6 × 3
##   X1               X2    X3                      
##   <chr>            <chr> <chr>                   
## 1 Joaquin Sedillo  ...   (80 episodes, 2018-2024)
## 2 Duane Mieliwocki ...   (15 episodes, 2018-2024)
## 3 Gavin Kelly      ...   (10 episodes, 2018)     
## 4 Andrew Mitchell  ...   (3 episodes, 2024)      
## 5 P.J. Russ        ...   (3 episodes, 2024)      
## 6 Richard Stevens  ...   (1 episode, 2021)       
## 
## [[7]]
## # A tibble: 26 × 3
##    X1                    X2    X3                      
##    <chr>                 <chr> <chr>                   
##  1 Bryan Colvin          ...   (19 episodes, 2020-2024)
##  2 Greg Sirota           ...   (18 episodes, 2018-2024)
##  3 Ravi Subramanian      ...   (16 episodes, 2018-2024)
##  4 Jesse Overman         ...   (11 episodes, 2019-2024)
##  5 Charles Little        ...   (8 episodes, 2021-2023) 
##  6 Kendra Pasker         ...   (8 episodes, 2021-2022) 
##  7 Franzis Muller        ...   (6 episodes, 2018-2019) 
##  8 Peggy Tachdjian       ...   (6 episodes, 2018)      
##  9 Kevin Ward            ...   (6 episodes, 2019-2024) 
## 10 Shiran Carolyn Miller ...   (6 episodes, 2022-2024) 
## # ℹ 16 more rows
## 
## [[8]]
## # A tibble: 5 × 3
##   X1               X2    X3                       
##   <chr>            <chr> <chr>                    
## 1 Eric Dawson      ...   (115 episodes, 2018-2025)
## 2 Carol Kritzer    ...   (115 episodes, 2018-2025)
## 3 Robert J. Ulrich ...   (115 episodes, 2018-2025)
## 4 Shawn Dawson     ...   (94 episodes, 2019-2025) 
## 5 Eric Souliere    ...   (22 episodes, 2018-2019) 
## 
## [[9]]
## # A tibble: 4 × 3
##   X1            X2    X3                      
##   <chr>         <chr> <chr>                   
## 1 Giles Masters ...   (57 episodes, 2018-2021)
## 2 Sinead Clancy ...   (29 episodes, 2021-2023)
## 3 Marco Niro    ...   (16 episodes, 2024)     
## 4 Jeffrey Mossa ...   (10 episodes, 2018)     
## 
## [[10]]
## # A tibble: 8 × 3
##   X1                     X2    X3                      
##   <chr>                  <chr> <chr>                   
## 1 Brian Jewell           ...   (68 episodes, 2019-2023)
## 2 Sam Kramer             ...   (18 episodes, 2022-2023)
## 3 Chris Hansen           ...   (10 episodes, 2018)     
## 4 Heather Farah          ...   (9 episodes, 2021)      
## 5 Alberto Gonzalez-Reyna ...   (9 episodes, 2024)      
## 6 Tim Eckel              ...   (8 episodes, 2019)      
## 7 Ariana Nakata          ...   (6 episodes, 2018)      
## 8 Rachel Robb Kondrath   ...   (4 episodes, 2018)      
## 
## [[11]]
## # A tibble: 7 × 3
##   X1                 X2    X3                      
##   <chr>              <chr> <chr>                   
## 1 Sinead Clancy      ...   (57 episodes, 2018-2021)
## 2 Karin L. McGaughey ...   (29 episodes, 2021-2023)
## 3 Elizabeth Moore    ...   (17 episodes, 2021-2024)
## 4 Claire Kaufman     ...   (10 episodes, 2018)     
## 5 Abigail Sanford    ...   (10 episodes, 2024)     
## 6 Jody Bergmann      ...   (6 episodes, 2018)      
## 7 Christine Deal     ...   (4 episodes, 2022)      
## 
## [[12]]
## # A tibble: 7 × 3
##   X1                  X2    X3                      
##   <chr>               <chr> <chr>                   
## 1 Alayna Bell-Price   ...   (57 episodes, 2019-2024)
## 2 Kenni Wallace       ...   (18 episodes, 2022-2023)
## 3 Helen Huang         ...   (15 episodes, 2018)     
## 4 Bryan Kopp          ...   (8 episodes, 2019)      
## 5 Elizabeth Lancaster ...   (3 episodes, 2018)      
## 6 Paula Elins         ...   (1 episode, 2018)       
## 7 Y.J. Hwang          ...   (1 episode, 2024)       
## 
## [[13]]
## # A tibble: 82 × 3
##    X1                      X2    X3                                             
##    <chr>                   <chr> <chr>                                          
##  1 D'Andre Michael         ...   makeup artist / personal makeup artist / Perso…
##  2 Julie Rael              ...   hair department head / assistant department he…
##  3 Julie Murray            ...   makeup artist / key makeup artist (62 episodes…
##  4 Vincent Van Dyke        ...   prosthetic designer / special effects makeup d…
##  5 Brian Walsh             ...   project coordinator: Vincent Van Dyke Effects …
##  6 Williams-Stanley Ashley ...   loctician: Tracie Thoms (44 episodes, 2018-202…
##  7 Suzanne Diaz            ...   makeup department head (44 episodes, 2018-2024)
##  8 Rebecca Alling          ...   makeup artist (37 episodes, 2021-2024)         
##  9 Lydia Fantini           ...   key hair stylist / hair stylist (34 episodes, …
## 10 Carleigh Herbert        ...   makeup artist / assistant department head make…
## # ℹ 72 more rows
## 
## [[14]]
## # A tibble: 21 × 3
##    X1                     X2    X3                                              
##    <chr>                  <chr> <chr>                                           
##  1 Wes Irwin              ...   executive in charge of post-production / post-p…
##  2 Robert M. Williams Jr. ...   unit production manager (95 episodes, 2018-2024)
##  3 John Pontrelli         ...   unit production manager / production manager (6…
##  4 Hutton Tignini         ...   post-production supervisor (28 episodes, 2019-2…
##  5 Myles Fattaleh         ...   post-production supervisor (27 episodes, 2022-2…
##  6 Ethan Wellin           ...   post-production supervisor (18 episodes, 2018-2…
##  7 Marcus Canty           ...   production supervisor (14 episodes, 2021-2022)  
##  8 Melissa Ann Jones      ...   post-production supervisor (10 episodes, 2018)  
##  9 Melissa Feuchtinger    ...   assistant production manager / production manag…
## 10 Meta Valentic          ...   unit production manager (4 episodes, 2024)      
## # ℹ 11 more rows
## 
## [[15]]
## # A tibble: 83 × 3
##    X1                  X2    X3                                                 
##    <chr>               <chr> <chr>                                              
##  1 Tarin Squillante    ...   second second assistant director (28 episodes, 201…
##  2 Imhotep Coleman     ...   second assistant director / first assistant direct…
##  3 David Trotti        ...   first assistant director (20 episodes, 2021-2024)  
##  4 Nicole Burke        ...   first assistant director (16 episodes, 2018-2019)  
##  5 Patrick Priest      ...   second second assistant director / second assistan…
##  6 Ellen Rosentreter   ...   second assistant director (16 episodes, 2021-2023) 
##  7 Teresa Cordts       ...   second second assistant director (14 episodes, 202…
##  8 Melissa Feuchtinger ...   second assistant director / first assistant direct…
##  9 Allison Rushton     ...   second second assistant director (14 episodes, 202…
## 10 Andy Miller         ...   second assistant director (12 episodes, 2022-2024) 
## # ℹ 73 more rows
## 
## [[16]]
## # A tibble: 116 × 3
##    X1                     X2    X3                                              
##    <chr>                  <chr> <chr>                                           
##  1 James Hardy            ...   leadman (76 episodes, 2018-2023)                
##  2 Bryce Moore            ...   property master (73 episodes, 2019-2024)        
##  3 Darren Hardy           ...   drapery (68 episodes, 2018-2022)                
##  4 Andrew Amicangelo      ...   assistant property master / property (60 episod…
##  5 Kevin 'Chevy' Martinez ...   set dresser / on set dresser (50 episodes, 2018…
##  6 Marianne Broughton     ...   set decoration buyer / buyer / Set Decoration B…
##  7 Doug Peters            ...   paint boss (46 episodes, 2018-2021)             
##  8 Gary Christensen       ...   construction coordinator (46 episodes, 2018-202…
##  9 Robert Muller          ...   on set dresser (42 episodes, 2019-2022)         
## 10 Claire Prentice        ...   graphic designer (41 episodes, 2021-2024)       
## # ℹ 106 more rows
## 
## [[17]]
## # A tibble: 109 × 3
##    X1                     X2    X3                                              
##    <chr>                  <chr> <chr>                                           
##  1 Andy Hurtado           ...   sound effects editor (39 episodes, 2019-2024)   
##  2 Christian Buenaventura ...   supervising sound editor / dialogue editor (77 …
##  3 Nick Papalia           ...   Assistant Sound Editor (78 episodes, 2018-2022) 
##  4 Brendan Beebe          ...   production sound mixer (73 episodes, 2018-2023) 
##  5 Rebecca Chan           ...   sound utility (63 episodes, 2018-2023)          
##  6 Bob Lacivita           ...   adr mixer / Adr Mixer (44 episodes, 2018-2024)  
##  7 Jonathan Corona        ...   assistant sound editor (46 episodes, 2018-2020) 
##  8 Brad Zoern             ...   re-recording mixer (46 episodes, 2020-2024)     
##  9 Marcello Dubaz         ...   re-recording mixer / sound effects editor (40 e…
## 10 Gary Megregian         ...   supervising sound editor (37 episodes, 2018-202…
## # ℹ 99 more rows
## 
## [[18]]
## # A tibble: 31 × 3
##    X1                X2    X3                                                   
##    <chr>             <chr> <chr>                                                
##  1 Tim Miller        ...   special effects technician (33 episodes, 2018-2020)  
##  2 Elia P. Popov     ...   special effects supervisor (32 episodes, 2019-2025)  
##  3 Kevin Minkus      ...   special effects technician (19 episodes, 2018)       
##  4 James Wes Hannah  ...   special effects (18 episodes, 2019-2020)             
##  5 Taylor Estevez    ...   special effects (18 episodes, 2021-2022)             
##  6 Joshua Rasmussen  ...   set foreman (18 episodes, 2021-2022)                 
##  7 Russell Tamillo   ...   special effects foreman (18 episodes, 2022-2023)     
##  8 Randy Fitzgerald  ...   powder foreman / special effects foreman (17 episode…
##  9 Madelyn Badaracco ...   special effects technician (14 episodes, 2021)       
## 10 Emils Gludins     ...   special effects technician (14 episodes, 2021)       
## # ℹ 21 more rows
## 
## [[19]]
## # A tibble: 196 × 3
##    X1                     X2    X3                                              
##    <chr>                  <chr> <chr>                                           
##  1 Christian Zeiler       ...   digital compositor / digital compositor: FuseFX…
##  2 Katrina Duclos         ...   visual effects editor / visual effects editor: …
##  3 Bryant Reif            ...   cg supervisor (50 episodes, 2019-2022)          
##  4 Tony Pirzadeh          ...   visual effects producer: FuseFX / visual effect…
##  5 Ezra Christian         ...   managing producer (46 episodes, 2021-2024)      
##  6 Timothy Michael Cairns ...   compositing supervisor (44 episodes, 2019-2022) 
##  7 Luciano DiGeronimo     ...   compositing supervisor: FuseFX / digital effect…
##  8 Zachary Goodson        ...   visual effects supervisor / visual effects arti…
##  9 Esmeralda Ramirez      ...   vfx coordinator: FuseFX / vfx coordinator: Fuse…
## 10 Brigitte Bourque       ...   digital effects supervisor: Fuse FX / composite…
## # ℹ 186 more rows
## 
## [[20]]
## # A tibble: 379 × 3
##    X1                 X2    X3                                                  
##    <chr>              <chr> <chr>                                               
##  1 Skyler Millicano   ...   Stunt Double: Oliver Stark / stunt double: Oliver S…
##  2 Gregory J. Barnett ...   stunt coordinator / stunts (35 episodes, 2018-2020) 
##  3 Eric Ryan          ...   stunt driver: fire engine (29 episodes, 2018-2020)  
##  4 Shauna Duggins     ...   stunt coordinator (30 episodes, 2021-2022)          
##  5 Tierre Turner      ...   stunt coordinator (28 episodes, 2022-2024)          
##  6 Chris McLaughlin   ...   stunt double: Ryan Guzman / stunts (12 episodes, 20…
##  7 David Kilde        ...   stunt double: Peter Krause / stunt double: Brian Ho…
##  8 Michael H. Barnett ...   stunts (18 episodes, 2018-2020)                     
##  9 Jeffrey G. Barnett ...   stunts / stunt coordinator (17 episodes, 2018-2020) 
## 10 Rain Lehel         ...   stunts / Stunts / stunt double / stunt driver / stu…
## # ℹ 369 more rows
## 
## [[21]]
## # A tibble: 205 × 3
##    X1               X2    X3                                                    
##    <chr>            <chr> <chr>                                                 
##  1 Ken Little Jr.   ...   key first assistant camera / Key First Assistant Came…
##  2 Michael Solomon  ...   aerial camera operator (75 episodes, 2018-2024)       
##  3 Steve Irwin      ...   video playback supervisor / video playback (85 episod…
##  4 Michael Fortin   ...   aerial cinematographer / drone camera operator (87 ep…
##  5 Paulina Gomez    ...   camera utility / Camera Utility / Additional Operator…
##  6 Alfred Castillo  ...   key grip / best boy grip (86 episodes, 2019-2024)     
##  7 Claudio Banks    ...   a camera second assistant / A cam / a camera 2nd AC /…
##  8 Duane Mieliwocki ...   camera operator / additional cinematographer / cinema…
##  9 Eric Guerin      ...   1st Assistant Camera: B Camera / first assistant came…
## 10 Jack L. Zeman    ...   still photographer (64 episodes, 2018-2023)           
## # ℹ 195 more rows
## 
## [[22]]
## # A tibble: 26 × 3
##    X1                X2    X3                                                   
##    <chr>             <chr> <chr>                                                
##  1 Rachel Imbriglio  ...   casting associate (86 episodes, 2019-2025)           
##  2 Kymberli McKanna  ...   casting assistant (72 episodes, 2019-2025)           
##  3 Monique Burke     ...   extras casting / casting assistant / casting associa…
##  4 James B. Mackay   ...   extras casting (6 episodes, 2019-2024)               
##  5 Leo Wolfe         ...   casting assistant (22 episodes, 2021-2022)           
##  6 Sophia Konat      ...   extras casting (24 episodes, 2021)                   
##  7 Faith Abraham     ...   casting assistant (13 episodes, 2018-2019)           
##  8 Joanna Davis      ...   casting associate (18 episodes, 2018-2019)           
##  9 Kelly Carita Finn ...   extras casting assistant (18 episodes, 2018-2019)    
## 10 Jeffrey Todd      ...   casting assistant (15 episodes, 2019-2020)           
## # ℹ 16 more rows
## 
## [[23]]
## # A tibble: 110 × 3
##    X1                        X2    X3                                           
##    <chr>                     <chr> <chr>                                        
##  1 Mourice 'Moe' Martin      ...   set costumer / costumer / assistant costume …
##  2 Tom Bliss                 ...   set costumer / costumer: Background (49 epis…
##  3 Carolyn Voyta             ...   set costumer / costume pa / trailer costumer…
##  4 Nicole Reed-Bryce         ...   costume supervisor / costume coordinator / s…
##  5 Jessica Posada            ...   set costumer (31 episodes, 2018-2024)        
##  6 Deborah Goldstein         ...   Costume Coordinator / bg costumer (30 episod…
##  7 Brittny Chapman           ...   assistant costume designer / costumer (28 ep…
##  8 Rae Murphy                ...   costumer (26 episodes, 2021-2022)            
##  9 Shivaughn DeVeaux-Pearson ...   Buyer/Shopper / shopper (23 episodes, 2021-2…
## 10 Katie Mackenzie Gursel    ...   costumer (21 episodes, 2021-2024)            
## # ℹ 100 more rows
## 
## [[24]]
## # A tibble: 54 × 3
##    X1                X2    X3                                                   
##    <chr>             <chr> <chr>                                                
##  1 Myles Fattaleh    ...   post-production coordinator / post-production assist…
##  2 Nick Fugette      ...   post-production assistant / post-production coordina…
##  3 Kevin Kirwan      ...   colorist (28 episodes, 2018-2019)                    
##  4 Risa Cole         ...   post-production coordinator / post-production assist…
##  5 Sophie Collin     ...   post-production assistant / post-production coordina…
##  6 Ian McNeny        ...   post-production coordinator: MTI Film / post-product…
##  7 Carl Braz         ...   colorist: dailies (26 episodes, 2019-2021)           
##  8 Gracie Straus     ...   assistant editor / apprentice editor (24 episodes, 2…
##  9 Hutton Tignini    ...   post-production coordinator (20 episodes, 2018)      
## 10 Spencer Koobatian ...   assistant editor / first assistant editor (13 episod…
## # ℹ 44 more rows
## 
## [[25]]
## # A tibble: 60 × 3
##    X1                 X2    X3                                                  
##    <chr>              <chr> <chr>                                               
##  1 Heather Haase      ...   location manager (60 episodes, 2018-2021)           
##  2 Conrad Maslen      ...   key assistant location manager (50 episodes, 2018-2…
##  3 Hannah Singleton   ...   key assistant location manager / assistant location…
##  4 Sonia K. Villerias ...   key assistant location manager (46 episodes, 2021-2…
##  5 Lara Massengill    ...   key assistant location manager (43 episodes, 2018-2…
##  6 Courtney Ochoa     ...   location coordinator (14 episodes, 2018-2021)       
##  7 Philip Barnes      ...   key assistant location manager (32 episodes, 2020-2…
##  8 Shannon Nelson     ...   assistant location manager (30 episodes, 2019-2021) 
##  9 Mona Nash          ...   key assistant location manager / location coordinat…
## 10 Jack Denny         ...   assistant location manager / key assistant location…
## # ℹ 50 more rows
## 
## [[26]]
## # A tibble: 33 × 3
##    X1                  X2    X3                                                 
##    <chr>               <chr> <chr>                                              
##  1 Amanda Krieg Thomas ...   music supervisor (100 episodes, 2018-2024)         
##  2 Sean McGuire        ...   music editor (86 episodes, 2019-2024)              
##  3 Anna Romanoff       ...   music coordinator / music supervisor (36 episodes,…
##  4 Julian Drucker      ...   music coordinator / music supervisor (32 episodes,…
##  5 Rendra Zawawi       ...   composer: assistant (28 episodes, 2018-2019)       
##  6 Ashna Pathan        ...   assistant to composer (28 episodes, 2022-2024)     
##  7 Francesca Harding   ...   music supervisor (27 episodes, 2022-2024)          
##  8 David Klotz         ...   music editor (20 episodes, 2018)                   
##  9 Megan Oddsen        ...   music clearance / Music Clearance / music / music …
## 10 Robin Stout         ...   trailer music (18 episodes, 2018-2019)             
## # ℹ 23 more rows
## 
## [[27]]
## # A tibble: 25 × 3
##    X1                  X2    X3                                                 
##    <chr>               <chr> <chr>                                              
##  1 Ron Duncan          ...   senior script coordinator / script coordinator (94…
##  2 Nicole Barraza Keim ...   script coordinator (32 episodes, 2021-2022)        
##  3 Robin Anderson      ...   script supervisor (27 episodes, 2020-2022)         
##  4 Tara Wright         ...   script supervisor (27 episodes, 2022-2024)         
##  5 Haley McLane        ...   script supervisor / additional script supervisor (…
##  6 Diane Weiss         ...   script supervisor (23 episodes, 2018-2020)         
##  7 Jamie Gagnon        ...   script coordinator (18 episodes, 2022-2023)        
##  8 Taylor Wong         ...   script coordinator (14 episodes, 2019-2020)        
##  9 Amanda Griswold     ...   additional script supervisor / script supervisor (…
## 10 Andrew J. Paulsen   ...   script coordinator (11 episodes, 2018-2019)        
## # ℹ 15 more rows
## 
## [[28]]
## # A tibble: 26 × 3
##    X1                 X2    X3                                                  
##    <chr>              <chr> <chr>                                               
##  1 Keoni Rediros      ...   transportation (103 episodes, 2018-2024)            
##  2 Bruce Comtois      ...   production driver (86 episodes, 2018-2024)          
##  3 John Landon        ...   picture car coordinator / picture car mechanic (40 …
##  4 Dave Woodcock      ...   water truck driver / Water truck driver (32 episode…
##  5 John Oravec        ...   driver (25 episodes, 2019-2022)                     
##  6 Roque Garcia       ...   transportation captain (26 episodes, 2019-2020)     
##  7 Russell Overstreet ...   transportation coordinator (21 episodes, 2018-2022) 
##  8 Glenn Ryan Jr.     ...   driver / transportation co-captain (18 episodes, 20…
##  9 Tyler W. Gaisford  ...   picture car coordinator (18 episodes, 2019-2020)    
## 10 Patrick Peña       ...   picture car coordinator (17 episodes, 2018)         
## # ℹ 16 more rows
## 
## [[29]]
## # A tibble: 261 × 3
##    X1                 X2    X3                                                  
##    <chr>              <chr> <chr>                                               
##  1 Britt Sanborn      ...   medical consultant / technical consultant (105 epis…
##  2 Jamie Daddio       ...   first assistant accountant / first assistant accoun…
##  3 Jamie Gagnon       ...   Writers' Assistant / production assistant / writer'…
##  4 Jennifer Schindler ...   stand-in (70 episodes, 2018-2021)                   
##  5 Desmond Smith      ...   key craft service / Key craft service / craft servi…
##  6 Michael A. Bowman  ...   technical consultant / technical advisor (66 episod…
##  7 Erin Gannon        ...   assistant production coordinator / production assis…
##  8 Jesse Shore        ...   Office Production Assistant / Writers' Production A…
##  9 Nadia Fedchin      ...   assistant to executive producers (59 episodes, 2021…
## 10 Marcus Canty       ...   production accountant (54 episodes, 2018-2021)      
## # ℹ 251 more rows
## 
## [[30]]
## # A tibble: 1 × 3
##   X1         X2    X3                            
##   <chr>      <chr> <chr>                         
## 1 Rico Priem ...   in memory of (1 episode, 2024)

###Question 7:

clean_tibble <- tibble_list[[1]]
CrewCast_list <- clean_tibble[, c(2,4)]
CrewCast_list
CrewCast_list <- subset(CrewCast_list, CrewCast_list[,1] !="" & CrewCast_list[, 2] !="")
CrewCast_list

Question 8

names(CrewCast_list) <- c("Names", "ShowName/Occurances")
colnames(CrewCast_list) <- c("Names", "ShowName/Occurances")

Question 9

CastCrew_html <- read_html("https://www.imdb.com/title/tt7235466/fullcredits?ref_=tt_cl_sm")
SeriesVisual_html <- html_element(CastCrew_html, "#fullcredits_content > table:nth-child(38)")
SeriesVisual_html <- html_table(SeriesVisual_html)
SeriesVisual_html