# install packages
# install.packages("robotstxt")
# install.packages("rvest")
# install.packages("pacman")
library(robotstxt)## Warning: package 'robotstxt' was built under R version 4.3.3library(rvest)
# library(pacman)#paths_allowed("https://www.imdb.com/title/tt7235466/fullcredits?ref_=tt_cl_sm")#Step 1
cast_html <- read_html("https://www.imdb.com/title/tt7235466/fullcredits?ref_=tt_cl_sm")#Step 2
table_html <- html_elements(cast_html, "table")
table_html## {xml_nodeset (30)}
## [1] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [2] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [3] <table class="cast_list">\n<tr><td colspan="4" class="castlist_label"></ ...
## [4] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [5] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [6] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [7] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [8] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [9] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [10] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [11] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [12] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [13] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [14] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [15] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [16] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [17] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [18] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [19] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## [20] <table class="simpleTable simpleCreditsTable">\n<colgroup>\n<col class=" ...
## ...#Step 3
table_list <-html_table(table_html[[3]])
cast <- table_list[[3]]
cast## [1] "" "..." "" "..." "" "..." "" "..." "" "..." "" "..."
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## [2845] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
## [2857] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
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## [2881] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
## [2893] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
## [2905] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
## [2917] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
## [2929] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
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## [2953] "..." "" "..." "" "..." "" "..." "" "..." "" "..." ""
## [2965] "..." "" "..." "" "..." "" "..." "" "..." ""tibble_list <- html_table(table_html[3])
# Extract the content from the list
cast_tibble <- tibble_list[[1]]
cast_tibble## # A tibble: 2,974 × 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 108 episodes, 20…
## 5 NA "" "" ""
## 6 NA "Oliver Stark" "..." "Evan 'Buck' Buckley\n / ... \n …
## 7 NA "" "" ""
## 8 NA "Aisha Hinds" "..." "Henrietta 'Hen' Wilson\n / ... \n …
## 9 NA "" "" ""
## 10 NA "Kenneth Choi" "..." "Howie 'Chimney' Han\n / ... \n …
## # ℹ 2,964 more rowsclean <- subset(cast_tibble, X2!="" ,c(2,4) )cast_visual <- html_element(cast_html , "#fullcredits_content > table:nth-child(38)")
cast_visual## {html_node}
## <table class="simpleTable simpleCreditsTable">
## [1] <colgroup>\n<col class="column1">\n<col class="column2">\n<col class="col ...
## [2] <tbody>\n<tr>\n<td class="name">\n<a href="/name/nm3824642/?ref_=ttfc_fc_ ...visual <- html_table(cast_visual)
visual## # A tibble: 186 × 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 176 more rows