install.packages("rvest")
install.packages("robotstxt")
install.packages("dplyr")library(rvest)
library(robotstxt)
library(dplyr)url <- "https://en.wikipedia.org/wiki/2026_in_film"
paths_allowed(url)## [1] TRUErt <- robotstxt(domain = "https://en.wikipedia.org")
rt$permissions## field useragent
## 1 Disallow MJ12bot
## 2 Disallow Mediapartners-Google*
## 3 Disallow IsraBot
## 4 Disallow Orthogaffe
## 5 Disallow UbiCrawler
## 6 Disallow DOC
## 7 Disallow Zao
## 8 Disallow sitecheck.internetseer.com
## 9 Disallow Zealbot
## 10 Disallow MSIECrawler
## 11 Disallow SiteSnagger
## 12 Disallow WebStripper
## 13 Disallow WebCopier
## 14 Disallow Fetch
## 15 Disallow OfflineExplorer
## 16 Disallow Teleport
## 17 Disallow TeleportPro
## 18 Disallow WebZIP
## 19 Disallow linko
## 20 Disallow HTTrack
## 21 Disallow Microsoft.URL.Control
## 22 Disallow Xenu
## 23 Disallow larbin
## 24 Disallow libwww
## 25 Disallow ZyBORG
## 26 Disallow DownloadNinja
## 27 Disallow fast
## 28 Disallow wget
## 29 Disallow grub-client
## 30 Disallow k2spider
## 31 Disallow NPBot
## 32 Disallow WebReaper
## 33 Allow *
## 34 Allow *
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## value
## 1 /
## 2 /
## 3
## 4
## 5 /
## 6 /
## 7 /
## 8 /
## 9 /
## 10 /
## 11 /
## 12 /
## 13 /
## 14 /
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## 21 /
## 22 /
## 23 /
## 24 /
## 25 /
## 26 /
## 27 /
## 28 /
## 29 /
## 30 /
## 31 /
## 32 /
## 33 /w/api.php?action=mobileview&
## 34 /w/load.php?
## 35 /api/rest_v1/?doc
## 36 /w/rest.php/site/v1/sitemap
## 37 /w/
## 38 /api/
## 39 /trap/
## 40 /wiki/Special:
## 41 /wiki/Spezial:
## 42 /wiki/Spesial:
## 43 /wiki/Special%3A
## 44 /wiki/Spezial%3A
## 45 /wiki/Spesial%3A
## 46 /wiki/%D8%AE%D8%A7%D8%B5:Search
## 47 /wiki/%D8%AE%D8%A7%D8%B5%3ASearch
## 48 /wiki/Wikipedia:L%C3%B6schkandidaten/
## 49 /wiki/Wikipedia:Löschkandidaten/
## 50 /wiki/Wikipedia:Vandalensperrung/
## 51 /wiki/Wikipedia:Benutzersperrung/
## 52 /wiki/Wikipedia:Vermittlungsausschuss/
## 53 /wiki/Wikipedia:Administratoren/Probleme/
## 54 /wiki/Wikipedia:Adminkandidaturen/
## 55 /wiki/Wikipedia:Qualitätssicherung/
## 56 /wiki/Wikipedia:Qualit%C3%A4tssicherung/
## 57 /wiki/Wikipedia:Vandalismusmeldung/
## 58 /wiki/Wikipedia:Gesperrte_Lemmata/
## 59 /wiki/Wikipedia:Löschprüfung/
## 60 /wiki/Wikipedia:L%C3%B6schprüfung/
## 61 /wiki/Wikipedia:Administratoren/Notizen/
## 62 /wiki/Wikipedia:Schiedsgericht/Anfragen/
## 63 /wiki/Wikipedia:L%C3%B6schpr%C3%BCfung/
## 64 /wiki/Wikipedia:Checkuser/
## 65 /wiki/Wikipedia_Diskussion:Checkuser/
## 66 /wiki/Wikipedia_Diskussion:Adminkandidaturen/
## 67 /wiki/Wikipedia:Spam-Blacklist-Log
## 68 /wiki/Wikipedia%3ASpam-Blacklist-Log
## 69 /wiki/Wikipedia_Diskussion:Spam-Blacklist-Log
## 70 /wiki/Wikipedia_Diskussion%3ASpam-Blacklist-Log
## 71 /wiki/Wikipedia:Articles_for_deletion/
## 72 /wiki/Wikipedia%3AArticles_for_deletion/
## 73 /wiki/Wikipedia:Votes_for_deletion/
## 74 /wiki/Wikipedia%3AVotes_for_deletion/
## 75 /wiki/Wikipedia:Pages_for_deletion/
## 76 /wiki/Wikipedia%3APages_for_deletion/
## 77 /wiki/Wikipedia:Miscellany_for_deletion/
## 78 /wiki/Wikipedia%3AMiscellany_for_deletion/
## 79 /wiki/Wikipedia:Miscellaneous_deletion/
## 80 /wiki/Wikipedia%3AMiscellaneous_deletion/
## 81 /wiki/Wikipedia:Copyright_problems
## 82 /wiki/Wikipedia%3ACopyright_problems
## 83 /wiki/Wikipedia:Protected_titles/
## 84 /wiki/Wikipedia%3AProtected_titles/
## 85 /wiki/Wikipedia:WikiProject_Spam/
## 86 /wiki/Wikipedia%3AWikiProject_Spam/
## 87 /wiki/MediaWiki:Spam-blacklist
## 88 /wiki/MediaWiki%3ASpam-blacklist
## 89 /wiki/MediaWiki_talk:Spam-blacklist
## 90 /wiki/MediaWiki_talk%3ASpam-blacklist
## 91 /wiki/Wikipedia:Requests_for_arbitration/
## 92 /wiki/Wikipedia%3ARequests_for_arbitration/
## 93 /wiki/Wikipedia:Requests_for_comment/
## 94 /wiki/Wikipedia%3ARequests_for_comment/
## 95 /wiki/Wikipedia:Requests_for_adminship/
## 96 /wiki/Wikipedia%3ARequests_for_adminship/
## 97 /wiki/Wikipedia_talk:Articles_for_deletion/
## 98 /wiki/Wikipedia_talk%3AArticles_for_deletion/
## 99 /wiki/Wikipedia_talk:Votes_for_deletion/
## 100 /wiki/Wikipedia_talk%3AVotes_for_deletion/
## 101 /wiki/Wikipedia_talk:Pages_for_deletion/
## 102 /wiki/Wikipedia_talk%3APages_for_deletion/
## 103 /wiki/Wikipedia_talk:Miscellany_for_deletion/
## 104 /wiki/Wikipedia_talk%3AMiscellany_for_deletion/
## 105 /wiki/Wikipedia_talk:Miscellaneous_deletion/
## 106 /wiki/Wikipedia_talk%3AMiscellaneous_deletion/
## 107 /wiki/Wikipedia:Changing_username
## 108 /wiki/Wikipedia%3AChanging_username
## 109 /wiki/Wikipedia:Changing_username/
## 110 /wiki/Wikipedia%3AChanging_username/
## 111 /wiki/Wikipedia_talk:Changing_username
## 112 /wiki/Wikipedia_talk%3AChanging_username
## 113 /wiki/Wikipedia_talk:Changing_username/
## 114 /wiki/Wikipedia_talk%3AChanging_username/
## 115 /wiki/Wikipedia:Consultas_de_borrado/
## 116 /wiki/Wikipedia%3AConsultas_de_borrado/
## 117 /wiki/Wikipedia:Poistettavat_sivut
## 118 /wiki/K%C3%A4ytt%C3%A4j%C3%A4:
## 119 /wiki/Käyttäjä:
## 120 /wiki/Keskustelu_k%C3%A4ytt%C3%A4j%C3%A4st%C3%A4:
## 121 /wiki/Keskustelu_käyttäjästä:
## 122 /wiki/Wikipedia:Yll%C3%A4pit%C3%A4j%C3%A4t/
## 123 /wiki/Wikipedia:Ylläpitäjät/
## 124 /wiki/%D7%9E%D7%99%D7%95%D7%97%D7%93:Search
## 125 /wiki/%D7%9E%D7%99%D7%95%D7%97%D7%93%3ASearch
## 126 /wiki/ויקיפדיה:רשימת_מועמדים_למחיקה/
## 127 /wiki/ויקיפדיה%3Aרשימת_מועמדים_למחיקה/
## 128 /wiki/%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%93%D7%99%D7%94:%D7%A8%D7%A9%D7%99%D7%9E%D7%AA_%D7%9E%D7%95%D7%A2%D7%9E%D7%93%D7%99%D7%9D_%D7%9C%D7%9E%D7%97%D7%99%D7%A7%D7%94/
## 129 /wiki/%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%93%D7%99%D7%94%3A%D7%A8%D7%A9%D7%99%D7%9E%D7%AA_%D7%9E%D7%95%D7%A2%D7%9E%D7%93%D7%99%D7%9D_%D7%9C%D7%9E%D7%97%D7%99%D7%A7%D7%94/
## 130 /wiki/ויקיפדיה:ערכים_לא_קיימים_ומוגנים
## 131 /wiki/ויקיפדיה%3Aערכים_לא_קיימים_ומוגנים
## 132 /wiki/%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%93%D7%99%D7%94:%D7%A2%D7%A8%D7%9B%D7%99%D7%9D_%D7%9C%D7%90_%D7%A7%D7%99%D7%99%D7%9E%D7%99%D7%9D_%D7%95%D7%9E%D7%95%D7%92%D7%A0%D7%99%D7%9D
## 133 /wiki/%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%93%D7%99%D7%94%3A%D7%A2%D7%A8%D7%9B%D7%99%D7%9D_%D7%9C%D7%90_%D7%A7%D7%99%D7%99%D7%9E%D7%99%D7%9D_%D7%95%D7%9E%D7%95%D7%92%D7%A0%D7%99%D7%9D
## 134 /wiki/ויקיפדיה:דפים_לא_קיימים_ומוגנים
## 135 /wiki/ויקיפדיה%3Aדפים_לא_קיימים_ומוגנים
## 136 /wiki/%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%93%D7%99%D7%94:%D7%93%D7%A4%D7%99%D7%9D_%D7%9C%D7%90_%D7%A7%D7%99%D7%99%D7%9E%D7%99%D7%9D_%D7%95%D7%9E%D7%95%D7%92%D7%A0%D7%99%D7%9D
## 137 /wiki/%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%93%D7%99%D7%94%3A%D7%93%D7%A4%D7%99%D7%9D_%D7%9C%D7%90_%D7%A7%D7%99%D7%99%D7%9E%D7%99%D7%9D_%D7%95%D7%9E%D7%95%D7%92%D7%A0%D7%99%D7%9D
## 138 /wiki/Speci%C3%A1lis:Search
## 139 /wiki/Speci%C3%A1lis%3ASearch
## 140 /wiki/Wikipedia:Pagine_da_cancellare
## 141 /wiki/Wikipedia%3APagine_da_cancellare
## 142 /wiki/Wikipedia:Utenti_problematici
## 143 /wiki/Wikipedia%3AUtenti_problematici
## 144 /wiki/Wikipedia:Vandalismi_in_corso
## 145 /wiki/Wikipedia%3AVandalismi_in_corso
## 146 /wiki/Wikipedia:Amministratori
## 147 /wiki/Wikipedia%3AAmministratori
## 148 /wiki/Wikipedia:Proposte_di_cancellazione_semplificata
## 149 /wiki/Wikipedia%3AProposte_di_cancellazione_semplificata
## 150 /wiki/Categoria:Da_cancellare_subito
## 151 /wiki/Categoria%3ADa_cancellare_subito
## 152 /wiki/Wikipedia:Sospette_violazioni_di_copyright
## 153 /wiki/Wikipedia%3ASospette_violazioni_di_copyright
## 154 /wiki/Categoria:Da_controllare_per_copyright
## 155 /wiki/Categoria%3ADa_controllare_per_copyright
## 156 /wiki/Progetto:Rimozione_contributi_sospetti
## 157 /wiki/Progetto%3ARimozione_contributi_sospetti
## 158 /wiki/Categoria:Da_cancellare_subito_per_violazione_integrale_copyright
## 159 /wiki/Categoria%3ADa_cancellare_subito_per_violazione_integrale_copyright
## 160 /wiki/Progetto:Cococo
## 161 /wiki/Progetto%3ACococo
## 162 /wiki/Discussioni_progetto:Cococo
## 163 /wiki/Discussioni_progetto%3ACococo
## 164 /wiki/%E7%89%B9%E5%88%A5:Search
## 165 /wiki/%E7%89%B9%E5%88%A5%3ASearch
## 166 /wiki/Wikipedia:%E5%89%8A%E9%99%A4%E4%BE%9D%E9%A0%BC/
## 167 /wiki/Wikipedia%3A%E5%89%8A%E9%99%A4%E4%BE%9D%E9%A0%BC/
## 168 /wiki/Wikipedia:%E5%88%A9%E7%94%A8%E8%80%85%E3%83%9A%E3%83%BC%E3%82%B8%E3%81%AE%E5%89%8A%E9%99%A4%E4%BE%9D%E9%A0%BC
## 169 /wiki/Wikipedia%3A%E5%88%A9%E7%94%A8%E8%80%85%E3%83%9A%E3%83%BC%E3%82%B8%E3%81%AE%E5%89%8A%E9%99%A4%E4%BE%9D%E9%A0%BC
## 170 /wiki/Bruker:
## 171 /wiki/Bruker%3A
## 172 /wiki/Brukerdiskusjon
## 173 /wiki/Wikipedia:Administratorer
## 174 /wiki/Wikipedia%3AAdministratorer
## 175 /wiki/Wikipedia-diskusjon:Administratorer
## 176 /wiki/Wikipedia-diskusjon%3AAdministratorer
## 177 /wiki/Wikipedia:Sletting
## 178 /wiki/Wikipedia%3ASletting
## 179 /wiki/Wikipedia-diskusjon:Sletting
## 180 /wiki/Wikipedia-diskusjon%3ASletting
## 181 /wiki/Wikipedia:Strony_do_usuni%C4%99cia
## 182 /wiki/Wikipedia%3AStrony_do_usuni%C4%99cia
## 183 /wiki/Wikipedia:Do_usuni%C4%99cia
## 184 /wiki/Wikipedia%3ADo_usuni%C4%99cia
## 185 /wiki/Wikipedia:SDU/
## 186 /wiki/Wikipedia%3ASDU/
## 187 /wiki/Wikipedia:Strony_podejrzane_o_naruszenie_praw_autorskich
## 188 /wiki/Wikipedia%3AStrony_podejrzane_o_naruszenie_praw_autorskich
## 189 /wiki/Wikipedia:Páginas_para_eliminar/
## 190 /wiki/Wikipedia:P%C3%A1ginas_para_eliminar/
## 191 /wiki/Wikipedia%3AP%C3%A1ginas_para_eliminar/
## 192 /wiki/Wikipedia_Discussão:Páginas_para_eliminar/
## 193 /wiki/Wikipedia_Discuss%C3%A3o:P%C3%A1ginas_para_eliminar/
## 194 /wiki/Wikipedia_Discuss%C3%A3o%3AP%C3%A1ginas_para_eliminar/
## 195 /wiki/Wikipedia:Pagini_de_%C5%9Fters
## 196 /wiki/Wikipedia%3APagini_de_%C5%9Fters
## 197 /wiki/Discu%C5%A3ie_Wikipedia:Pagini_de_%C5%9Fters
## 198 /wiki/Discu%C5%A3ie_Wikipedia%3APagini_de_%C5%9Fters
## 199 /wiki/%D0%A1%D0%BF%D0%B5%D1%86%D0%B8%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5:Search
## 200 /wiki/%D0%A1%D0%BF%D0%B5%D1%86%D0%B8%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5%3ASearch
## 201 /wiki/Wikipedia%3ASidor_f%C3%B6reslagna_f%C3%B6r_radering
## 202 /wiki/Wikipedia:Sidor_f%C3%B6reslagna_f%C3%B6r_radering
## 203 /wiki/Wikipedia:Sidor_föreslagna_för_radering
## 204 /wiki/Användare
## 205 /wiki/Anv%C3%A4ndare
## 206 /wiki/Användardiskussion
## 207 /wiki/Anv%C3%A4ndardiskussion
## 208 /wiki/Wikipedia:Skyddade_sidnamn
## 209 /wiki/Wikipedia%3ASkyddade_sidnamn
## 210 /wiki/Wikipedia:Sidor_som_bör_raderas
## 211 /wiki/Wikipedia:Sidor_som_b%C3%B6r_raderas
## 212 /wiki/Wikipedia%3ASidor_som_b%C3%B6r_raderas
## 213 /wiki/Wikipedia:删除投票/侵权
## 214 /wiki/Wikipedia:%E5%88%A0%E9%99%A4%E6%8A%95%E7%A5%A8/%E4%BE%B5%E6%9D%83
## 215 /wiki/Wikipedia:删除投票和请求
## 216 /wiki/Wikipedia:%E5%88%A0%E9%99%A4%E6%8A%95%E7%A5%A8%E5%92%8C%E8%AF%B7%E6%B1%82
## 217 /wiki/Category:快速删除候选
## 218 /wiki/Category:%E5%BF%AB%E9%80%9F%E5%88%A0%E9%99%A4%E5%80%99%E9%80%89
## 219 /wiki/Category:维基百科需要翻译的文章
## 220 /wiki/Category:%E7%BB%B4%E5%9F%BA%E7%99%BE%E7%A7%91%E9%9C%80%E8%A6%81%E7%BF%BB%E8%AF%91%E7%9A%84%E6%96%87%E7%AB%A0
## 221 /wiki/Portal:Prepared_stories/
## 222 /wiki/Portal%3APrepared_stories/
## 223 /wiki/Wikinotizie:Richieste_di_cancellazione
## 224 /wiki/Wikinotizie:Sospette_violazioni_di_copyright
## 225 /wiki/Categoria:Da_cancellare_subito
## 226 /wiki/Categoria:Da_cancellare_subito_per_violazione_integrale_copyright
## 227 /wiki/Wikinotizie:Storie_in_preparazione
## 228 /wiki/Wikiquote:Votes_for_deletion/
## 229 /wiki/Wikiquote%3AVotes_for_deletion/
## 230 /wiki/Wikiquote_talk:Votes_for_deletion/
## 231 /wiki/Wikiquote_talk%3AVotes_for_deletion/
## 232 /wiki/Wikiquote:Votes_for_deletion_archive/
## 233 /wiki/Wikiquote%3AVotes_for_deletion_archive/
## 234 /wiki/Wikiquote_talk:Votes_for_deletion_archive/
## 235 /wiki/Wikiquote_talk%3AVotes_for_deletion_archive/
## 236 /wiki/Wikibooks:Votes_for_deletion
## 237 /wiki/MediaWiki:Spam-blacklist
## 238 /wiki/MediaWiki%3ASpam-blacklist
## 239 /wiki/MediaWiki_talk:Spam-blacklist
## 240 /wiki/MediaWiki_talk%3ASpam-blacklist
## 241 /wiki/Wikipedia:WikiProject_Spam
## 242 /wiki/Wikipedia_talk:WikiProject_Spam
## 243 /wiki/Wikipedia:Articles_for_deletion
## 244 /wiki/Wikipedia%3AArticles_for_deletion
## 245 /wiki/Wikipedia:Votes_for_deletion
## 246 /wiki/Wikipedia%3AVotes_for_deletion
## 247 /wiki/Wikipedia:Pages_for_deletion
## 248 /wiki/Wikipedia%3APages_for_deletion
## 249 /wiki/Wikipedia:Miscellany_for_deletion
## 250 /wiki/Wikipedia%3AMiscellany_for_deletion
## 251 /wiki/Wikipedia:Miscellaneous_deletion
## 252 /wiki/Wikipedia%3AMiscellaneous_deletion
## 253 /wiki/Wikipedia:Categories_for_discussion
## 254 /wiki/Wikipedia%3ACategories_for_discussion
## 255 /wiki/Wikipedia:Templates_for_deletion
## 256 /wiki/Wikipedia%3ATemplates_for_deletion
## 257 /wiki/Wikipedia:Redirects_for_discussion
## 258 /wiki/Wikipedia%3ARedirects_for_discussion
## 259 /wiki/Wikipedia:Deletion_review
## 260 /wiki/Wikipedia%3ADeletion_review
## 261 /wiki/Wikipedia:WikiProject_Deletion_sorting
## 262 /wiki/Wikipedia%3AWikiProject_Deletion_sorting
## 263 /wiki/Wikipedia:Files_for_deletion
## 264 /wiki/Wikipedia%3AFiles_for_deletion
## 265 /wiki/Wikipedia:Files_for_discussion
## 266 /wiki/Wikipedia%3AFiles_for_discussion
## 267 /wiki/Wikipedia:Possibly_unfree_files
## 268 /wiki/Wikipedia%3APossibly_unfree_files
## 269 /wiki/Wikipedia_talk:Articles_for_deletion
## 270 /wiki/Wikipedia_talk%3AArticles_for_deletion
## 271 /wiki/Wikipedia_talk:Votes_for_deletion
## 272 /wiki/Wikipedia_talk%3AVotes_for_deletion
## 273 /wiki/Wikipedia_talk:Pages_for_deletion
## 274 /wiki/Wikipedia_talk%3APages_for_deletion
## 275 /wiki/Wikipedia_talk:Miscellany_for_deletion
## 276 /wiki/Wikipedia_talk%3AMiscellany_for_deletion
## 277 /wiki/Wikipedia_talk:Miscellaneous_deletion
## 278 /wiki/Wikipedia_talk%3AMiscellaneous_deletion
## 279 /wiki/Wikipedia_talk:Templates_for_deletion
## 280 /wiki/Wikipedia_talk%3ATemplates_for_deletion
## 281 /wiki/Wikipedia_talk:Categories_for_discussion
## 282 /wiki/Wikipedia_talk%3ACategories_for_discussion
## 283 /wiki/Wikipedia_talk:Deletion_review
## 284 /wiki/Wikipedia_talk%3ADeletion_review
## 285 /wiki/Wikipedia_talk:WikiProject_Deletion_sorting
## 286 /wiki/Wikipedia_talk%3AWikiProject_Deletion_sorting
## 287 /wiki/Wikipedia_talk:Files_for_deletion
## 288 /wiki/Wikipedia_talk%3AFiles_for_deletion
## 289 /wiki/Wikipedia_talk:Files_for_discussion
## 290 /wiki/Wikipedia_talk%3AFiles_for_discussion
## 291 /wiki/Wikipedia_talk:Possibly_unfree_files
## 292 /wiki/Wikipedia_talk%3APossibly_unfree_files
## 293 /wiki/Wikipedia:Copyright_problems
## 294 /wiki/Wikipedia%3ACopyright_problems
## 295 /wiki/Wikipedia_talk:Copyright_problems
## 296 /wiki/Wikipedia_talk%3ACopyright_problems
## 297 /wiki/Wikipedia:Suspected_copyright_violations
## 298 /wiki/Wikipedia%3ASuspected_copyright_violations
## 299 /wiki/Wikipedia_talk:Suspected_copyright_violations
## 300 /wiki/Wikipedia_talk%3ASuspected_copyright_violations
## 301 /wiki/Wikipedia:Contributor_copyright_investigations
## 302 /wiki/Wikipedia%3AContributor_copyright_investigations
## 303 /wiki/Wikipedia:Contributor_copyright_investigations
## 304 /wiki/Wikipedia%3AContributor_copyright_investigations
## 305 /wiki/Wikipedia_talk:Contributor_copyright_investigations
## 306 /wiki/Wikipedia_talk%3AContributor_copyright_investigations
## 307 /wiki/Wikipedia_talk:Contributor_copyright_investigations
## 308 /wiki/Wikipedia_talk%3AContributor_copyright_investigations
## 309 /wiki/Wikipedia:Protected_titles
## 310 /wiki/Wikipedia%3AProtected_titles
## 311 /wiki/Wikipedia_talk:Protected_titles
## 312 /wiki/Wikipedia_talk%3AProtected_titles
## 313 /wiki/Wikipedia:Articles_for_creation
## 314 /wiki/Wikipedia%3AArticles_for_creation
## 315 /wiki/Wikipedia_talk:Articles_for_creation
## 316 /wiki/Wikipedia_talk%3AArticles_for_creation
## 317 /wiki/Wikipedia_talk:Article_wizard
## 318 /wiki/Wikipedia_talk%3AArticle_wizard
## 319 /wiki/Wikipedia:Requests_for_arbitration
## 320 /wiki/Wikipedia%3ARequests_for_arbitration
## 321 /wiki/Wikipedia_talk:Requests_for_arbitration
## 322 /wiki/Wikipedia_talk%3ARequests_for_arbitration
## 323 /wiki/Wikipedia:Requests_for_comment
## 324 /wiki/Wikipedia%3ARequests_for_comment
## 325 /wiki/Wikipedia_talk:Requests_for_comment
## 326 /wiki/Wikipedia_talk%3ARequests_for_comment
## 327 /wiki/Wikipedia:Requests_for_adminship
## 328 /wiki/Wikipedia%3ARequests_for_adminship
## 329 /wiki/Wikipedia_talk:Requests_for_adminship
## 330 /wiki/Wikipedia_talk%3ARequests_for_adminship
## 331 /wiki/Wikipedia:Requests_for_checkuser
## 332 /wiki/Wikipedia%3ARequests_for_checkuser
## 333 /wiki/Wikipedia_talk:Requests_for_checkuser
## 334 /wiki/Wikipedia_talk%3ARequests_for_checkuser
## 335 /wiki/Wikipedia:WikiProject_Spam
## 336 /wiki/Wikipedia%3AWikiProject_Spam
## 337 /wiki/Wikipedia:Changing_username
## 338 /wiki/Wikipedia%3AChanging_username
## 339 /wiki/Wikipedia:Changing_username
## 340 /wiki/Wikipedia%3AChanging_username
## 341 /wiki/Wikipedia_talk:Changing_username
## 342 /wiki/Wikipedia_talk%3AChanging_username
## 343 /wiki/Wikipedia_talk:Changing_username
## 344 /wiki/Wikipedia_talk%3AChanging_username
## 345 /wiki/Wikipedia:Administrators%27_noticeboard
## 346 /wiki/Wikipedia%3AAdministrators%27_noticeboard
## 347 /wiki/Wikipedia_talk:Administrators%27_noticeboard
## 348 /wiki/Wikipedia_talk%3AAdministrators%27_noticeboard
## 349 /wiki/Wikipedia:Community_sanction_noticeboard
## 350 /wiki/Wikipedia%3ACommunity_sanction_noticeboard
## 351 /wiki/Wikipedia_talk:Community_sanction_noticeboard
## 352 /wiki/Wikipedia_talk%3ACommunity_sanction_noticeboard
## 353 /wiki/Wikipedia:Bureaucrats%27_noticeboard
## 354 /wiki/Wikipedia%3ABureaucrats%27_noticeboard
## 355 /wiki/Wikipedia_talk:Bureaucrats%27_noticeboard
## 356 /wiki/Wikipedia_talk%3ABureaucrats%27_noticeboard
## 357 /wiki/Wikipedia:Sockpuppet_investigations
## 358 /wiki/Wikipedia%3ASockpuppet_investigations
## 359 /wiki/Wikipedia_talk:Sockpuppet_investigations
## 360 /wiki/Wikipedia_talk%3ASockpuppet_investigations
## 361 /wiki/Wikipedia:Neutral_point_of_view/Noticeboard
## 362 /wiki/Wikipedia%3ANeutral_point_of_view/Noticeboard
## 363 /wiki/Wikipedia_talk:Neutral_point_of_view/Noticeboard
## 364 /wiki/Wikipedia_talk%3ANeutral_point_of_view/Noticeboard
## 365 /wiki/Wikipedia:No_original_research/noticeboard
## 366 /wiki/Wikipedia%3ANo_original_research/noticeboard
## 367 /wiki/Wikipedia_talk:No_original_research/noticeboard
## 368 /wiki/Wikipedia_talk%3ANo_original_research/noticeboard
## 369 /wiki/Wikipedia:Fringe_theories/Noticeboard
## 370 /wiki/Wikipedia%3AFringe_theories/Noticeboard
## 371 /wiki/Wikipedia_talk:Fringe_theories/Noticeboard
## 372 /wiki/Wikipedia_talk%3AFringe_theories/Noticeboard
## 373 /wiki/Wikipedia:Conflict_of_interest/Noticeboard
## 374 /wiki/Wikipedia%3AConflict_of_interest/Noticeboard
## 375 /wiki/Wikipedia_talk:Conflict_of_interest/Noticeboard
## 376 /wiki/Wikipedia_talk%3AConflict_of_interest/Noticeboard
## 377 /wiki/Wikipedia:Long-term_abuse
## 378 /wiki/Wikipedia%3ALong-term_abuse
## 379 /wiki/Wikipedia_talk:Long-term_abuse
## 380 /wiki/Wikipedia_talk%3ALong-term_abuse
## 381 /wiki/Wikipedia:Long_term_abuse
## 382 /wiki/Wikipedia%3ALong_term_abuse
## 383 /wiki/Wikipedia_talk:Long_term_abuse
## 384 /wiki/Wikipedia_talk%3ALong_term_abuse
## 385 /wiki/Wikipedia:Wikiquette_assistance
## 386 /wiki/Wikipedia%3AWikiquette_assistance
## 387 /wiki/Wikipedia:Abuse_reports
## 388 /wiki/Wikipedia%3AAbuse_reports
## 389 /wiki/Wikipedia_talk:Abuse_reports
## 390 /wiki/Wikipedia_talk%3AAbuse_reports
## 391 /wiki/Wikipedia:Abuse_response
## 392 /wiki/Wikipedia%3AAbuse_response
## 393 /wiki/Wikipedia_talk:Abuse_response
## 394 /wiki/Wikipedia_talk%3AAbuse_response
## 395 /wiki/Wikipedia:Reliable_sources/Noticeboard
## 396 /wiki/Wikipedia%3AReliable_sources/Noticeboard
## 397 /wiki/Wikipedia_talk:Reliable_sources/Noticeboard
## 398 /wiki/Wikipedia_talk%3AReliable_sources/Noticeboard
## 399 /wiki/Wikipedia:Suspected_sock_puppets
## 400 /wiki/Wikipedia%3ASuspected_sock_puppets
## 401 /wiki/Wikipedia_talk:Suspected_sock_puppets
## 402 /wiki/Wikipedia_talk%3ASuspected_sock_puppets
## 403 /wiki/Wikipedia:Biographies_of_living_persons/Noticeboard
## 404 /wiki/Wikipedia%3ABiographies_of_living_persons/Noticeboard
## 405 /wiki/Wikipedia_talk:Biographies_of_living_persons/Noticeboard
## 406 /wiki/Wikipedia_talk%3ABiographies_of_living_persons/Noticeboard
## 407 /wiki/Wikipedia:Biographies_of_living_persons%2FNoticeboard
## 408 /wiki/Wikipedia%3ABiographies_of_living_persons%2FNoticeboard
## 409 /wiki/Wikipedia_talk:Biographies_of_living_persons%2FNoticeboard
## 410 /wiki/Wikipedia_talk%3ABiographies_of_living_persons%2FNoticeboard
## 411 /wiki/Wikipedia:Content_noticeboard
## 412 /wiki/Wikipedia%3AContent_noticeboard
## 413 /wiki/Wikipedia_talk:Content_noticeboard
## 414 /wiki/Wikipedia_talk%3AContent_noticeboard
## 415 /wiki/Template:Editnotices
## 416 /wiki/Template%3AEditnotices
## 417 /wiki/Wikipedia:Arbitration
## 418 /wiki/Wikipedia%3AArbitration
## 419 /wiki/Wikipedia_talk:Arbitration
## 420 /wiki/Wikipedia_talk%3AArbitration
## 421 /wiki/Wikipedia:Arbitration_Committee
## 422 /wiki/Wikipedia%3AArbitration_Committee
## 423 /wiki/Wikipedia_talk:Arbitration_Committee
## 424 /wiki/Wikipedia_talk%3AArbitration_Committee
## 425 /wiki/Wikipedia:Arbitration_Committee_Elections
## 426 /wiki/Wikipedia%3AArbitration_Committee_Elections
## 427 /wiki/Wikipedia_talk:Arbitration_Committee_Elections
## 428 /wiki/Wikipedia_talk%3AArbitration_Committee_Elections
## 429 /wiki/Wikipedia:Mediation_Committee
## 430 /wiki/Wikipedia%3AMediation_Committee
## 431 /wiki/Wikipedia_talk:Mediation_Committee
## 432 /wiki/Wikipedia_talk%3AMediation_Committee
## 433 /wiki/Wikipedia:Mediation_Cabal/Cases
## 434 /wiki/Wikipedia%3AMediation_Cabal/Cases
## 435 /wiki/Wikipedia:Requests_for_bureaucratship
## 436 /wiki/Wikipedia%3ARequests_for_bureaucratship
## 437 /wiki/Wikipedia_talk:Requests_for_bureaucratship
## 438 /wiki/Wikipedia_talk%3ARequests_for_bureaucratship
## 439 /wiki/Wikipedia:Administrator_review
## 440 /wiki/Wikipedia%3AAdministrator_review
## 441 /wiki/Wikipedia_talk:Administrator_review
## 442 /wiki/Wikipedia_talk%3AAdministrator_review
## 443 /wiki/Wikipedia:Editor_review
## 444 /wiki/Wikipedia%3AEditor_review
## 445 /wiki/Wikipedia_talk:Editor_review
## 446 /wiki/Wikipedia_talk%3AEditor_review
## 447 /wiki/Wikipedia:Article_Incubator
## 448 /wiki/Wikipedia%3AArticle_Incubator
## 449 /wiki/Wikipedia_talk:Article_Incubator
## 450 /wiki/Wikipedia_talk%3AArticle_Incubator
## 451 /wiki/Category:Noindexed_pages
## 452 /wiki/Category%3ANoindexed_pages
## 453 /wiki/Module:Sandbox
## 454 /wiki/Module%3ASandbox
## 455 /wiki/Template:TemplateStyles_sandbox
## 456 /wiki/Template%3ATemplateStyles_sandbox
## 457 /wiki/Wikipedia:Administrator_recall
## 458 /wiki/Wikipedia%3AAdministrator_recall
## 459 /wiki/Wikipedia_talk:Administrator_recall
## 460 /wiki/Wikipedia_talk%3AAdministrator_recall
## 461 /wiki/Wikipedia:Administrator_elections
## 462 /wiki/Wikipedia%3AAdministrator_elections
## 463 /wiki/Wikipedia_talk:Administrator_elections
## 464 /wiki/Wikipedia_talk%3AAdministrator_electionsurl <- "https://en.wikipedia.org/wiki/2026_in_film"
webpage <- read_html(url)
tables <- webpage %>%
html_elements("table") %>%
html_table()
hg_films_2026 <- tables[[1]]
head(hg_films_2026)## # A tibble: 3 × 1
## `List of years in film`
## <chr>
## 1 "… 2016\n2017\n2018\n2019\n2020\n2021\n2022\n2023\n2024\n2025\n2026\n2027\n20…
## 2 "Art\nArchaeology\nArchitecture\n\nLiterature\nMusic\nPhilosophy\nScience+..."
## 3 ".mw-parser-output .navbar{display:inline;font-size:88%;font-weight:normal}.m…print(paste("Number of rows:", nrow(hg_films_2026)))## [1] "Number of rows: 3"print(paste("Number of columns:", ncol(hg_films_2026)))## [1] "Number of columns: 1"hg_films_css <- webpage %>%
html_element("table.wikitable") %>%
html_table()
head(hg_films_css)## # A tibble: 6 × 4
## Rank Title Distributor `Worldwide gross`
## <int> <chr> <chr> <chr>
## 1 1 Cheburashka 2 † Central Partnership $79,559,272
## 2 2 28 Years Later: The Bone Temple † Sony $56,794,677
## 3 3 Send Help † 20th Century Studios $55,900,522
## 4 4 Border 2 † AA Films $51,204,000[3]
## 5 5 Mercy † Amazon MGM Studios … $49,994,297
## 6 6 Iron Lung † Markiplier Studios $42,434,920scrape_hg_films <- function(year) {
url <- paste0("https://en.wikipedia.org/wiki/", year, "_in_film")
Sys.sleep(1)
tryCatch({
webpage <- read_html(url)
tables <- webpage %>% html_elements("table.wikitable") %>% html_table()
if(length(tables) > 0) {
df <- tables[[1]]
df$Year <- year
return(df)
} else {
message(paste("No table found for", year))
return(NULL)
}
}, error = function(e) {
message(paste("Error scraping", year, ":", e$message))
return(NULL)
})
}
years <- 2020:2025
all_films <- list()
for(i in seq_along(years)) {
cat(paste("Scraping year", years[i], "...\n"))
all_films[[i]] <- scrape_hg_films(years[i])
}## Scraping year 2020 ...
## Scraping year 2021 ...
## Scraping year 2022 ...
## Scraping year 2023 ...
## Scraping year 2024 ...
## Scraping year 2025 ...hg_films <- bind_rows(all_films)
head(hg_films, 15)## # A tibble: 15 × 5
## Rank Title Distributor `Worldwide gross` Year
## <int> <chr> <chr> <chr> <int>
## 1 1 Demon Slayer: Kimetsu no Yaiba Mug… Toho / Ani… $507,127,293[4] 2020
## 2 2 The Eight Hundred CMC Pictur… $461,421,559 2020
## 3 3 My People, My Homeland China Lion $433,241,288[5] 2020
## 4 4 Bad Boys for Life Sony $426,505,244 2020
## 5 5 Tenet Warner Bro… $365,309,519 2020
## 6 6 Sonic the Hedgehog Paramount $319,715,683 2020
## 7 7 Dolittle Universal $251,410,631 2020
## 8 8 Jiang Ziya Beijing En… $243,883,429 2020
## 9 9 A Little Red Flower HG Enterta… $238,600,000[6][… 2020
## 10 10 Shock Wave 2 Universe F… $226,400,000 2020
## 11 1 Spider-Man: No Way Home Sony $1,921,426,073[n… 2021
## 12 2 The Battle at Lake Changjin Bona $909,596,236 2021
## 13 3 Hi, Mom Lian Ray $841,674,419 2021
## 14 4 No Time to Die MGM / Univ… $774,253,007 2021
## 15 5 F9 Universal $726,229,501 2021tail(hg_films, 15)## # A tibble: 15 × 5
## Rank Title Distributor `Worldwide gross` Year
## <int> <chr> <chr> <chr> <int>
## 1 6 Mufasa: The Lion King Disney $723,060,982 2024
## 2 7 Dune: Part Two Warner Bro… $715,409,065 2024
## 3 8 Godzilla x Kong: The New Empire Warner Bro… $572,505,338 2024
## 4 9 Kung Fu Panda 4 Universal $547,689,492 2024
## 5 10 Sonic the Hedgehog 3 Paramount $492,162,604 2024
## 6 1 Ne Zha 2 Beijing En… $2,215,690,000NZ 2025
## 7 2 Zootopia 2 † Disney $1,804,146,326 2025
## 8 3 Avatar: Fire and Ash † 20th Centu… $1,440,603,973 2025
## 9 4 Lilo & Stitch Disney $1,038,027,526 2025
## 10 5 A Minecraft Movie Warner Bro… $961,187,780 2025
## 11 6 Jurassic World Rebirth Universal $869,146,189 2025
## 12 7 Demon Slayer: Kimetsu no Yaiba Inf… Aniplex / … $795,709,000 2025
## 13 8 How to Train Your Dragon Universal $636,351,148 2025
## 14 9 F1 Warner Bro… $633,142,436 2025
## 15 10 Superman Warner Bro… $618,723,803 2025cat("\nTotal films scraped:", nrow(hg_films), "\n")##
## Total films scraped: 60cat("Years covered:", paste(unique(hg_films$Year), collapse = ", "), "\n")## Years covered: 2020, 2021, 2022, 2023, 2024, 2025cat("Number of films per year:\n")## Number of films per year:print(table(hg_films$Year))##
## 2020 2021 2022 2023 2024 2025
## 10 10 10 10 10 10##Alt Approach
library(purrr)
hg_films_functional <- map_dfr(2020:2025, function(year) {
url <- paste0("https://en.wikipedia.org/wiki/", year, "_in_film")
Sys.sleep(1)
webpage <- read_html(url)
tables <- webpage %>% html_elements("table.wikitable") %>% html_table()
if(length(tables) > 0) {
df <- tables[[1]]
df$Year <- year
return(df)
}
})
head(hg_films_functional)## # A tibble: 6 × 5
## Rank Title Distributor `Worldwide gross` Year
## <int> <chr> <chr> <chr> <int>
## 1 1 Demon Slayer: Kimetsu no Yaiba Muge… Toho / Ani… $507,127,293[4] 2020
## 2 2 The Eight Hundred CMC Pictur… $461,421,559 2020
## 3 3 My People, My Homeland China Lion $433,241,288[5] 2020
## 4 4 Bad Boys for Life Sony $426,505,244 2020
## 5 5 Tenet Warner Bro… $365,309,519 2020
## 6 6 Sonic the Hedgehog Paramount $319,715,683 2020