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Alice - Alice - https://aliceinwonderland.fandom.com/wiki/Alice
The White Rabbit - The_White_Rabbit - https://aliceinwonderland.fandom.com/wiki/The_White_Rabbit
Queen of Hearts - Queen_of_Hearts - https://aliceinwonderland.fandom.com/wiki/Queen_of_Hearts
King of Hearts - King_of_Hearts - https://aliceinwonderland.fandom.com/wiki/King_of_Hearts
The Cheshire Cat - The_Cheshire_Cat - https://aliceinwonderland.fandom.com/wiki/The_Cheshire_Cat
The Duchess - The_Duchess - https://aliceinwonderland.fandom.com/wiki/The_Duchess
The Caterpillar - The_Caterpillar - https://aliceinwonderland.fandom.com/wiki/The_Caterpillar
The Mad Hatter - The_Mad_Hatter - https://aliceinwonderland.fandom.com/wiki/The_Mad_Hatter
March Hare - March_Hare - https://aliceinwonderland.fandom.com/wiki/March_Hare
The Dormouse - The_Dormouse - https://aliceinwonderland.fandom.com/wiki/The_Dormouse
The Gryphon - The_Gryphon - https://aliceinwonderland.fandom.com/wiki/The_Gryphon
The Mock Turtle - The_Mock_Turtle - https://aliceinwonderland.fandom.com/wiki/The_Mock_Turtle
Alice's Sister - Alice%27s Sister - https://aliceinwonderland.fandom.com/wiki/Alice%27s_Sister
Knave of Hearts - Knave_of_Hearts - https://aliceinwonderland.fandom.com/wiki/Knave_of_Hearts
The Mouse - The_Mouse - https://aliceinwonderland.fandom.com/wiki/The_Mouse
The Dodo - The_Dodo - https://aliceinwonderland.fandom.com/wiki/The_Dodo
The Duck - The_Duck - https://aliceinwonderland.fandom.com/wiki/The_Duck
The Lory - The_Lory - https://aliceinwonderland.fandom.com/wiki/The_Lory
The Eaglet - The_Eaglet - https://aliceinwonderland.fandom.com/wiki/The_Eaglet
The Cook - The_Cook - https://aliceinwonderland.fandom.com/wiki/The_Cook
The Pigeon - The_Pigeon - https://aliceinwonderland.fandom.com/wiki/The_Pigeon
Bill the Lizard - Bill_the_Lizard - https://aliceinwonderland.fandom.com/wiki/Bill_the_Lizard
Frog-Footman - Frog-Footman - https://aliceinwonderland.fandom.com/wiki/Frog-Footman
The Playing Cards - The_Playing_Cards - https://aliceinwonderland.fandom.com/wiki/The_Playing_Cards
Tweedledee and Tweedledum - Tweedledee_and_Tweedledum - https://aliceinwonderland.fandom.com/wiki/Tweedledee_and_Tweedledum
Humpty Dumpty - Humpty_Dumpty - https://aliceinwonderland.fandom.com/wiki/Humpty_Dumpty
The Red Queen - The_Red_Queen - https://aliceinwonderland.fandom.com/wiki/The_Red_Queen
The White Queen - The_White_Queen - https://aliceinwonderland.fandom.com/wiki/The_White_Queen
Jabberwocky (2010) - Jabberwocky_(2010) - https://aliceinwonderland.fandom.com/wiki/Jabberwocky_(2010)
Bandersnatch - Bandersnatch - https://aliceinwonderland.fandom.com/wiki/Bandersnatch
\ No newline at end of file
Paul Atreides - Paul_Atreides - https://dune.fandom.com/wiki/Paul_Atreides
Lady Jessica - Lady_Jessica - https://dune.fandom.com/wiki/Lady_Jessica
Leto I Atreides - Leto_I_Atreides - https://dune.fandom.com/wiki/Leto_I_Atreides
Vladimir Harkonnen - Vladimir_Harkonnen - https://dune.fandom.com/wiki/Vladimir_Harkonnen
Chani Kynes - Chani - https://dune.fandom.com/wiki/Chani
Stilgar - Stilgar - https://dune.fandom.com/wiki/Stilgar
Gaius Helen Mohiam - Gaius_Helen_Mohiam - https://dune.fandom.com/wiki/Gaius_Helen_Mohiam
Duncan Idaho - Duncan_Idaho - https://dune.fandom.com/wiki/Duncan_Idaho
Wellington Yueh - Wellington_Yueh - https://dune.fandom.com/wiki/Wellington_Yueh
Gurney Halleck - Gurney_Halleck - https://dune.fandom.com/wiki/Gurney_Halleck
Feyd-Rautha Harkonnen - Feyd-Rautha - https://dune.fandom.com/wiki/Feyd-Rautha
Glossu Rabban - Glossu_Rabban - https://dune.fandom.com/wiki/Glossu_Rabban
Irulan Corrino - Princess_Irulan - https://dune.fandom.com/wiki/Princess_Irulan
Shaddam Corrino IV - Shaddam_IV - https://dune.fandom.com/wiki/Shaddam_IV
Thufir Hawat - Thufir_Hawat - https://dune.fandom.com/wiki/Thufir_Hawat
Hasimir Fenring - Count_Fenring - https://dune.fandom.com/wiki/Count_Fenring
Margot Fenring - Margot_Fenring - https://dune.fandom.com/wiki/Margot_Fenring
Piter De Vries - Piter_De_Vries - https://dune.fandom.com/wiki/Piter_De_Vries
Alia Atreides - Alia_Atreides - https://dune.fandom.com/wiki/Alia_Atreides
Mapes - Mapes - https://dune.fandom.com/wiki/Mapes
Liet-Kynes - Liet-Kynes - https://dune.fandom.com/wiki/Liet-Kynes
Ramallo - Ramallo - https://dune.fandom.com/wiki/Ramallo
Jamis - Jamis - https://dune.fandom.com/wiki/Jamis
Harah - Harah - https://dune.fandom.com/wiki/Harah
Otheym - Otheym - https://dune.fandom.com/wiki/Otheym
Korba - Korba - https://dune.fandom.com/wiki/Korba
Aramsham - Aramsham - https://dune.fandom.com/wiki/Aramsham
Iakin Nefud - Iakin_Nefud - https://dune.fandom.com/wiki/Iakin_Nefud
Scytale - Scytale - https://dune.fandom.com/wiki/Scytale
Edric - Edric - https://dune.fandom.com/wiki/Edric
Bijaz - Bijaz - https://dune.fandom.com/wiki/Bijaz
Lichna - Lichna - https://dune.fandom.com/wiki/Lichna
Farok - Farok - https://dune.fandom.com/wiki/Farok
Wensicia Corrino - Wensicia_Corrino - https://dune.fandom.com/wiki/Wensicia_Corrino
Leto Atreides II/DE - Leto_II_Atreides - https://dune.fandom.com/wiki/Leto_II_Atreides
Ghanima Atreides - Ghanima_Atreides - https://dune.fandom.com/wiki/Ghanima_Atreides
Tyekanik - Tyekanik - https://dune.fandom.com/wiki/Tyekanik
Farad'n Corrino - Farad%27n_Corrino - https://dune.fandom.com/wiki/Farad%27n_Corrino
Ziarenko Javid - Javid - https://dune.fandom.com/wiki/Javid
Siona Atreides - Siona_Atreides - https://dune.fandom.com/wiki/Siona_Atreides
Hwi Noree - Hwi_Noree - https://dune.fandom.com/wiki/Hwi_Noree
Tertius Eileen Anteac - Tertius_Eileen_Anteac - https://dune.fandom.com/wiki/Tertius_Eileen_Anteac
Moneo Atreides - Moneo_Atreides - https://dune.fandom.com/wiki/Moneo_Atreides
Nayla - Nayla - https://dune.fandom.com/wiki/Nayla
Quintinius Violet Chenoeh - Quintinius_Violet_Chenoeh - https://dune.fandom.com/wiki/Quintinius_Violet_Chenoeh
Marcus Claire Luyseyal - Marcus_Claire_Luyseyal - https://dune.fandom.com/wiki/Marcus_Claire_Luyseyal
Lucilla - Lucilla - https://dune.fandom.com/wiki/Lucilla
Miles Teg - Miles_Teg - https://dune.fandom.com/wiki/Miles_Teg
Murbella - Murbella - https://dune.fandom.com/wiki/Murbella
Darwi Odrade - Darwi_Odrade - https://dune.fandom.com/wiki/Darwi_Odrade
Sheeana Brugh - Sheeana - https://dune.fandom.com/wiki/Sheeana
Tylwyth Waff - Tylwyth_Waff - https://dune.fandom.com/wiki/Tylwyth_Waff
Bellonda - Bellonda - https://dune.fandom.com/wiki/Bellonda
Alma Mavis Taraza - Alma_Mavis_Taraza - https://dune.fandom.com/wiki/Alma_Mavis_Taraza
Alef Burzmali - Burzmali - https://dune.fandom.com/wiki/Burzmali
Hedley Tuek - Hedley_Tuek - https://dune.fandom.com/wiki/Hedley_Tuek
Marty - Marty - https://dune.fandom.com/wiki/Marty
Daniel - Daniel - https://dune.fandom.com/wiki/Daniel
Dama - Dama - https://dune.fandom.com/wiki/Dama
Logno - Logno - https://dune.fandom.com/wiki/Logno
\ No newline at end of file
Agrajag - Agrajag - https://hitchhikers.fandom.com/wiki/Agrajag
Alice Beeblebrox - Alice_Beeblebrox - https://hitchhikersguidetoearth.fandom.com/wiki/Alice_Beeblebrox
Allitnils - Allitnils - https://hitchhikers.fandom.com/wiki/Allitnils
Almighty Bob - Almighty_Bob - https://hitchhikers.fandom.com/wiki/Almighty_Bob
Arthur Dent - Arthur_Dent - https://hitchhikers.fandom.com/wiki/Arthur_Dent
Barman - Barman - https://hitchhikers.fandom.com/wiki/Barman
Bodyguard - Bodyguard - https://hitchhikers.fandom.com/wiki/Bodyguard
Caveman - Caveman - https://hitchhikers.fandom.com/wiki/Caveman
Colin the Security Robot - Colin - https://hitchhikers.fandom.com/wiki/Colin
Constant Mown - Constant_Mown - https://hitchhikers.fandom.com/wiki/Constant_Mown
Dan Streetmentioner - Dr._Dan_Streetmentioner - https://hitchhikers.fandom.com/wiki/Dr._Dan_Streetmentioner
Deep Thought - Deep_Thought - https://hitchhikers.fandom.com/wiki/Deep_Thought
Disaster Area - Disaster_Area’s_chief_research_accountant - https://hitchhikers.fandom.com/wiki/Disaster_Area’s_chief_research_accountant
Ameglian Major Cow - Ameglian_Major_Cow - https://hitchhikers.fandom.com/wiki/Ameglian_Major_Cow
Eccentrica Gallumbits - Eccentrica_Gallumbits - https://hitchhikers.fandom.com/wiki/Eccentrica_Gallumbits
Eddie the Computer - Eddie - https://hitchhikers.fandom.com/wiki/Eddie
Effrafax of Wug - Effrafax_of_Wug - https://hitchhikers.fandom.com/wiki/Effrafax_of_Wug
Elvis Presley - Elvis_Presley - https://hitchhikers.fandom.com/wiki/Elvis_Presley
Emperor of the Galaxy - Emperor_of_the_Galaxy - https://hitchhikers.fandom.com/wiki/Emperor_of_the_Galaxy
Enid Kapelsen - Enid_Kapelsen - https://hitchhikers.fandom.com/wiki/Enid_Kapelsen
Fenchurch - Fenchurch - https://hitchhikers.fandom.com/wiki/Fenchurch
Frankie and Benjy - Frankie_and_Benjy - https://hitchhikers.fandom.com/wiki/Frankie_and_Benjy
Gag Halfrunt - Gag_Halfrunt - https://hitchhikers.fandom.com/wiki/Gag_Halfrunt
Gail Andrews - Gail_Andrews - https://hitchhikers.fandom.com/wiki/Gail_Andrews
Pizpot Gargravarr - Gargravarr - https://hitchhikers.fandom.com/wiki/Gargravarr
Garkbit - Garkbit - https://hitchhikers.fandom.com/wiki/Garkbit
Genghis Khan - Genghis_Khan - https://hitchhikers.fandom.com/wiki/Genghis_Khan
God - God - https://hitchhikers.fandom.com/wiki/God
Golgafrinchans - Golgafrinchans - https://hitchhikers.fandom.com/wiki/Golgafrinchans
Agda - Agda - https://hitchhikers.fandom.com/wiki/Agda
Mella - Mella - https://hitchhikers.fandom.com/wiki/Mella
Captain - Captain - https://hitchhikers.fandom.com/wiki/Captain
Great Circling Poets of Arium - Great_Circling_Poets_of_Arium - https://hitchhikers.fandom.com/wiki/Great_Circling_Poets_of_Arium
Number One - Number_One - https://hitchhikers.fandom.com/wiki/Number_One
Number Two - Number_Two - https://hitchhikers.fandom.com/wiki/Number_Two
Googleplex Starthinker - Googleplex_Starthinker - https://hitchhikers.fandom.com/wiki/Googleplex_Starthinker
Great Green Arkleseizure - Great_Green_Arkleseizure - https://hitchhikers.fandom.com/wiki/Great_Green_Arkleseizure
Great Hyperlobic Omnicognate Neutron Wrangler - Great_Hyperlobic_Omnicognate_Neutron_Wrangler - https://hitchhikers.fandom.com/wiki/Great_Hyperlobic_Omnicognate_Neutron_Wrangler
Grunthos the Flatulent - Grunthos_the_Flatulent - https://hitchhikers.fandom.com/wiki/Grunthos_the_Flatulent
Guide Mark II - Guide_Mark_II - https://hitchhikers.fandom.com/wiki/Guide_Mark_II
Hactar - Hactar - https://hitchhikers.fandom.com/wiki/Hactar
Haggunenons - Haggunenons - https://hitchhikers.fandom.com/wiki/Haggunenons
Heimdall - Heimdall - https://hitchhikers.fandom.com/wiki/Heimdall
Hig Hurtenflurst - Hig_Hurtenflurst - https://hitchhikers.fandom.com/wiki/Hig_Hurtenflurst
Hillman Hunter - Hillman_Hunter - https://hitchhikers.fandom.com/wiki/Hillman_Hunter
Hotblack Desiato - Hotblack_Desiato - https://hitchhikers.fandom.com/wiki/Hotblack_Desiato
Humma Kavula - Humma_Kavula - https://hitchhikers.fandom.com/wiki/Humma_Kavula
Hurling Frootmig - Hurling_Frootmig - https://hitchhikers.fandom.com/wiki/Hurling_Frootmig
Judiciary Pag - Judiciary_Pag - https://hitchhikers.fandom.com/wiki/Judiciary_Pag
Know-Nothing-Bozo - Know-Nothing-Bozo - https://hitchhikers.fandom.com/wiki/Know-Nothing-Bozo
Prostetnic Vogon Kwaltz - Prostetnic_Vogon_Kwaltz - https://hitchhikers.fandom.com/wiki/Prostetnic_Vogon_Kwaltz
Lady Cynthia Fitzmelton - Lady_Cynthia_Fitzmelton - https://hitchhikers.fandom.com/wiki/Lady_Cynthia_Fitzmelton
Lajestic Vantrashell of Lob - Lajestic_Vantrashell_of_Lob - https://hitchhikers.fandom.com/wiki/Lajestic_Vantrashell_of_Lob
Lallafa - Lallafa - https://hitchhikers.fandom.com/wiki/Lallafa
Lig Lury Jr - Lig_Lury_Jr - https://hitchhikers.fandom.com/wiki/Lig_Lury_Jr
Lintilla - Lintilla - https://hitchhikers.fandom.com/wiki/Lintilla
Loonquawl - Loonquawl - https://hitchhikers.fandom.com/wiki/Loonquawl
Phouchg - Phouchg - https://hitchhikers.fandom.com/wiki/Phouchg
The Lord - The_Lord - https://hitchhikers.fandom.com/wiki/The_Lord
Lunkwill and Fook - Lunkwill_and_Fook - https://hitchhikers.fandom.com/wiki/Lunkwill_and_Fook
Majikthise - Majikthise - https://hitchhikers.fandom.com/wiki/Majikthise
Vroomfondel - Vroomfondel - https://hitchhikers.fandom.com/wiki/Vroomfondel
Max Quordlepleen - Max_Quordlepleen - https://hitchhikers.fandom.com/wiki/Max_Quordlepleen
Murray Bost Henson - Murray_Bost_Henson - https://hitchhikers.fandom.com/wiki/Murray_Bost_Henson
Old Man on the Pole - Old_Man_on_the_Pole - https://hitchhikers.fandom.com/wiki/Old_Man_on_the_Pole
Old Thrashbarg - Old_Thrashbarg - https://hitchhikers.fandom.com/wiki/Old_Thrashbarg
Old Woman in the Cave - Old_Woman_in_the_Cave - https://hitchhikers.fandom.com/wiki/Old_Woman_in_the_Cave
Oolon Colluphid - Oolon_Colluphid - https://hitchhikers.fandom.com/wiki/Oolon_Colluphid
Paul Neil Milne Johnstone - Paul_Neil_Milne_Johnstone - https://hitchhikers.fandom.com/wiki/Paul_Neil_Milne_Johnstone
Loonquawl - Loonquawl - https://hitchhikers.fandom.com/wiki/Loonquawl
Poodoo - Poodoo - https://hitchhikers.fandom.com/wiki/Poodoo
Prak - Prak - https://hitchhikers.fandom.com/wiki/Prak
Mr Prosser - Mr_Prosser - https://hitchhikers.fandom.com/wiki/Mr_Prosser
Prostetnic Vogon Jeltz - Prostetnic_Vogon_Jeltz - https://hitchhikers.fandom.com/wiki/Prostetnic_Vogon_Jeltz
Questular Rontok - Questular_Rontok - https://hitchhikers.fandom.com/wiki/Questular_Rontok
Random Dent - Random_Dent - https://hitchhikers.fandom.com/wiki/Random_Dent
Reg Nullify - Reg_Nullify - https://hitchhikers.fandom.com/wiki/Reg_Nullify
Rob McKenna - Rob_McKenna - https://hitchhikers.fandom.com/wiki/Rob_McKenna
Roosta - Roosta - https://hitchhikers.fandom.com/wiki/Roosta
Ruler of the Universe - The_Ruler_of_the_Universe - https://hitchhikers.fandom.com/wiki/The_Ruler_of_the_Universe
Russell - Russell - https://hitchhikers.fandom.com/wiki/Russell
Aragorn II - Aragorn_II - https://lotr.fandom.com/wiki/Aragorn_II
Arwen - Arwen - https://lotr.fandom.com/wiki/Arwen
Balin - Balin - https://lotr.fandom.com/wiki/Balin
Bard - Bard - https://lotr.fandom.com/wiki/Bard
Beorn - Beorn - https://lotr.fandom.com/wiki/Beorn
Bilbo Baggins - Bilbo_Baggins - https://lotr.fandom.com/wiki/Bilbo_Baggins
Boromir - Boromir - https://lotr.fandom.com/wiki/Boromir
Celeborn - Celeborn - https://lotr.fandom.com/wiki/Celeborn
Celebrimbor - Celebrimbor - https://lotr.fandom.com/wiki/Celebrimbor
Denethor II - Denethor_II - https://lotr.fandom.com/wiki/Denethor_II
Éomer - %C3%89omer - https://lotr.fandom.com/wiki/%C3%89omer
Éowyn - %C3%89owyn - https://lotr.fandom.com/wiki/%C3%89owyn
Faramir - Faramir - https://lotr.fandom.com/wiki/Faramir
Frodo Baggins - Frodo_Baggins - https://lotr.fandom.com/wiki/Frodo_Baggins
Galadriel - Galadriel - https://lotr.fandom.com/wiki/Galadriel
Gandalf - Gandalf - https://lotr.fandom.com/wiki/Gandalf
Gimli - Gimli - https://lotr.fandom.com/wiki/Gimli
Gollum - Gollum - https://lotr.fandom.com/wiki/Gollum
Gríma - Gr%C3%ADma - https://lotr.fandom.com/wiki/Gr%C3%ADma
Halbarad - Halbarad - https://lotr.fandom.com/wiki/Halbarad
Isildur - Isildur - https://lotr.fandom.com/wiki/Isildur
Fíli and Kíli - F%C3%ADli_and_K%C3%ADli - https://lotr.fandom.com/wiki/F%C3%ADli_and_K%C3%ADli
Legolas - Legolas - https://lotr.fandom.com/wiki/Legolas
Lúthien - L%C3%BAthien - https://lotr.fandom.com/wiki/L%C3%BAthien
Maedhros - Maedhros - https://lotr.fandom.com/wiki/Maedhros
Melian - Melian - https://lotr.fandom.com/wiki/Melian
Meriadoc Brandybuck - Meriadoc_Brandybuck - https://lotr.fandom.com/wiki/Meriadoc_Brandybuck
Peregrin Took - Peregrin_Took - https://lotr.fandom.com/wiki/Peregrin_Took
Radagast - Radagast - https://lotr.fandom.com/wiki/Radagast
Samwise Gamgee - Samwise_Gamgee - https://lotr.fandom.com/wiki/Samwise_Gamgee
Saruman - Saruman - https://lotr.fandom.com/wiki/Saruman
Sauron - Sauron - https://lotr.fandom.com/wiki/Sauron
Shelob - Shelob - https://lotr.fandom.com/wiki/Shelob
Théoden - Th%C3%A9oden - https://lotr.fandom.com/wiki/Th%C3%A9oden
Thingol - Thingol - https://lotr.fandom.com/wiki/Thingol
Thranduil - Thranduil - https://lotr.fandom.com/wiki/Thranduil
Thrór - Thr%C3%B3r - https://lotr.fandom.com/wiki/Thr%C3%B3r
Thorin II - Thorin_II - https://lotr.fandom.com/wiki/Thorin_II
Tom Bombadil - Tom_Bombadil - https://lotr.fandom.com/wiki/Tom_Bombadil
Treebeard - Treebeard - https://lotr.fandom.com/wiki/Treebeard
Túrin - T%C3%BArin - https://lotr.fandom.com/wiki/T%C3%BArin
Ungoliant - Ungoliant - https://lotr.fandom.com/wiki/Ungoliant
Elrond - Elrond - https://lotr.fandom.com/wiki/Elrond
Morgoth - Morgoth - https://lotr.fandom.com/wiki/Morgoth
Shadowfax - Shadowfax - https://lotr.fandom.com/wiki/Shadowfax
Ancalagon - Ancalagon - https://lotr.fandom.com/wiki/Ancalagon
Watcher in the Water - Watcher_in_the_Water - https://lotr.fandom.com/wiki/Watcher_in_the_Water
Gil-galad - Gil-galad - https://lotr.fandom.com/wiki/Gil-galad
Círdan - C%C3%ADrdan - https://lotr.fandom.com/wiki/C%C3%ADrdan
Khamûl - Kham%C3%BBl - https://lotr.fandom.com/wiki/Kham%C3%BBl
Thráin II - Thr%C3%A1in_II - https://lotr.fandom.com/wiki/Thr%C3%A1in_II
Glaurung - Glaurung - https://lotr.fandom.com/wiki/Glaurung
Haldir - Haldir_(Lothl%C3%B3rien) - https://lotr.fandom.com/wiki/Haldir_(Lothl%C3%B3rien)
Eärendil - E%C3%A4rendil - https://lotr.fandom.com/wiki/E%C3%A4rendil
Glorfindel - Glorfindel - https://lotr.fandom.com/wiki/Glorfindel
Gothmog - Gothmog_(Balrog) - https://lotr.fandom.com/wiki/Gothmog_(Balrog)
Beregond - Beregond - https://lotr.fandom.com/wiki/Beregond
Berúthiel - Ber%C3%BAthiel - https://lotr.fandom.com/wiki/Ber%C3%BAthiel
Turgon - Turgon - https://lotr.fandom.com/wiki/Turgon
Elendil - Elendil - https://lotr.fandom.com/wiki/Elendil
Beren - Beren - https://lotr.fandom.com/wiki/Beren
Finrod - Finrod - https://lotr.fandom.com/wiki/Finrod
Fingolfin - Fingolfin - https://lotr.fandom.com/wiki/Fingolfin
Fingon - Fingon - https://lotr.fandom.com/wiki/Fingon
Gilraen - Gilraen - https://lotr.fandom.com/wiki/Gilraen
Morwen - Morwen - https://lotr.fandom.com/wiki/Morwen
Idril - Idril - https://lotr.fandom.com/wiki/Idril
Glóin - Gl%C3%B3in - https://lotr.fandom.com/wiki/Gl%C3%B3in
Ecthelion - Ecthelion_von_Gondolin - https://lotr.fandom.com/de/wiki/Ecthelion_von_Gondolin
Forlong - Forlong - https://lotr.fandom.com/wiki/Forlong
Húrin - H%C3%BArin - https://lotr.fandom.com/wiki/H%C3%BArin
Huor - Huor - https://lotr.fandom.com/wiki/Huor
Lindir - Lindir - https://lotr.fandom.com/wiki/Lindir
Erestor - Erestor - https://lotr.fandom.com/wiki/Erestor
Elladan and Elrohir - Elladan_and_Elrohir - https://lotr.fandom.com/wiki/Elladan_and_Elrohir
Glóredhel - Gl%C3%B3redhel - https://lotr.fandom.com/wiki/Gl%C3%B3redhel
Eöl - E%C3%B6l - https://lotr.fandom.com/wiki/E%C3%B6l
Erendis - Erendis - https://lotr.fandom.com/wiki/Erendis
Fëanor - F%C3%ABanor - https://lotr.fandom.com/wiki/F%C3%ABanor
Aredhel - Aredhel - https://lotr.fandom.com/wiki/Aredhel
Caranthir - Caranthir - https://lotr.fandom.com/wiki/Caranthir
Curufin - Curufin - https://lotr.fandom.com/wiki/Curufin
Amras - Amras - https://lotr.fandom.com/wiki/Amras
Amrod - Amrod - https://lotr.fandom.com/wiki/Amrod
Amlach - Amlach - https://lotr.fandom.com/wiki/Amlach
Angrod - Angrod - https://lotr.fandom.com/wiki/Angrod
Aegnor - Aegnor - https://lotr.fandom.com/wiki/Aegnor
Handir - Handir - https://lotr.fandom.com/wiki/Handir
Hareth - Hareth - https://lotr.fandom.com/wiki/Hareth
Hador - Hador - https://lotr.fandom.com/wiki/Hador
Haleth - Haleth - https://lotr.fandom.com/wiki/Haleth
Baragund - Baragund - https://lotr.fandom.com/wiki/Baragund
Barahir - Barahir - https://lotr.fandom.com/wiki/Barahir
Baran - Baran - https://lotr.fandom.com/wiki/Baran
Belemir - Belemir - https://lotr.fandom.com/wiki/Belemir
Celegorm - Celegorm - https://lotr.fandom.com/wiki/Celegorm
Carcharoth - Carcharoth - https://lotr.fandom.com/wiki/Carcharoth
Gelmir - Gelmir - https://lotr.fandom.com/wiki/Gelmir
Galdor - Galdor - https://lotr.fandom.com/wiki/Galdor
Gwindor - Gwindor - https://lotr.fandom.com/wiki/Gwindor
Eilinel - Eilinel - https://lotr.fandom.com/wiki/Eilinel
Finduilas - Finduilas - https://lotr.fandom.com/wiki/Finduilas
Rían - R%C3%ADan - https://lotr.fandom.com/wiki/R%C3%ADan
Nienor - Nienor - https://lotr.fandom.com/wiki/Nienor
Mablung - Mablung - https://lotr.fandom.com/wiki/Mablung
\ No newline at end of file
Bella Swan - Bella_Swan - https://twilightsaga.fandom.com/wiki/Bella_Swan
Edward Cullen - Edward_Cullen - https://twilightsaga.fandom.com/wiki/Edward_Cullen
Jacob Black - Jacob_Black - https://twilightsaga.fandom.com/wiki/Jacob_Black
Carlisle Cullen - Carlisle_Cullen - https://twilightsaga.fandom.com/wiki/Carlisle_Cullen
Esme Cullen - Esme_Cullen - https://twilightsaga.fandom.com/wiki/Esme_Cullen
Alice Cullen - Alice_Cullen - https://twilightsaga.fandom.com/wiki/Alice_Cullen
Emmett Cullen - Emmett_Cullen - https://twilightsaga.fandom.com/wiki/Emmett_Cullen
Rosalie Hale - Rosalie_Hale - https://twilightsaga.fandom.com/wiki/Rosalie_Hale
Jasper Hale - Jasper_Hale - https://twilightsaga.fandom.com/wiki/Jasper_Hale
Renesmee Cullen - Renesmee_Cullen - https://twilightsaga.fandom.com/wiki/Renesmee_Cullen
Aro - Aro - https://twilightsaga.fandom.com/wiki/Aro
Caius - Caius - https://twilightsaga.fandom.com/wiki/Caius
Marcus - Marcus - https://twilightsaga.fandom.com/wiki/Marcus
Jane - Jane - https://twilightsaga.fandom.com/wiki/Jane
Alec - Alec - https://twilightsaga.fandom.com/wiki/Alec
Demetri - Demetri - https://twilightsaga.fandom.com/wiki/Demetri
Felix - Felix - https://twilightsaga.fandom.com/wiki/Felix
Heidi - Heidi - https://twilightsaga.fandom.com/wiki/Heidi
Santiago - Santiago - https://twilightsaga.fandom.com/wiki/Santiago
James - James - https://twilightsaga.fandom.com/wiki/James
Victoria - Victoria - https://twilightsaga.fandom.com/wiki/Victoria
Laurent - Laurent - https://twilightsaga.fandom.com/wiki/Laurent
Riley Biers - Riley_Biers - https://twilightsaga.fandom.com/wiki/Riley_Biers
Bree Tanner - Bree_Tanner - https://twilightsaga.fandom.com/wiki/Bree_Tanner
Mexican coven - Mexican_coven - https://twilightsaga.fandom.com/wiki/Mexican_coven
Zafrina - Zafrina - https://twilightsaga.fandom.com/wiki/Zafrina
Senna - Senna - https://twilightsaga.fandom.com/wiki/Senna
Kachiri - Kachiri - https://twilightsaga.fandom.com/wiki/Kachiri
Peter - Peter - https://twilightsaga.fandom.com/wiki/Peter
Charlotte - Charlotte - https://twilightsaga.fandom.com/wiki/Charlotte
Mary - Mary_(nomad) - https://twilightsaga.fandom.com/wiki/Mary_(nomad)
Randall - Randall - https://twilightsaga.fandom.com/wiki/Randall
Eleazar - Eleazar - https://twilightsaga.fandom.com/wiki/Eleazar
Carmen - Carmen - https://twilightsaga.fandom.com/wiki/Carmen
Tanya - Tanya - https://twilightsaga.fandom.com/wiki/Tanya
Kate - Kate - https://twilightsaga.fandom.com/wiki/Kate
Garrett - Garrett - https://twilightsaga.fandom.com/wiki/Garrett
Sasha - Sasha - https://twilightsaga.fandom.com/wiki/Sasha
Vasilii - Vasilii - https://twilightsaga.fandom.com/wiki/Vasilii
Irina - Irina - https://twilightsaga.fandom.com/wiki/Irina
Tia - Tia - https://twilightsaga.fandom.com/wiki/Tia
Amun - Amun - https://twilightsaga.fandom.com/wiki/Amun
Benjamin - Benjamin - https://twilightsaga.fandom.com/wiki/Benjamin
Kebi - Kebi - https://twilightsaga.fandom.com/wiki/Kebi
Nahuel - Nahuel - https://twilightsaga.fandom.com/wiki/Nahuel
Huilen - Huilen - https://twilightsaga.fandom.com/wiki/Huilen
Sam Uley - Sam_Uley - https://twilightsaga.fandom.com/wiki/Sam_Uley
Quil Ateara V - Quil_Ateara_V - https://twilightsaga.fandom.com/wiki/Quil_Ateara_V
Embry Call - Embry_Call - https://twilightsaga.fandom.com/wiki/Embry_Call
Paul Lahote - Paul_Lahote - https://twilightsaga.fandom.com/wiki/Paul_Lahote
Jared Cameron - Jared_Cameron - https://twilightsaga.fandom.com/wiki/Jared_Cameron
Leah Clearwater - Leah_Clearwater - https://twilightsaga.fandom.com/wiki/Leah_Clearwater
Seth Clearwater - Seth_Clearwater - https://twilightsaga.fandom.com/wiki/Seth_Clearwater
Collin Littlesea - Collin_Littlesea - https://twilight.fandom.com/de/wiki/Collin_Littlesea
Brady Fuller - Brady_Fuller - https://twilight.fandom.com/de/wiki/Brady_Fuller
Ephraim Black - Ephraim_Black - https://twilightsaga.fandom.com/wiki/Ephraim_Black
Charlie Swan - Charlie_Swan - https://twilightsaga.fandom.com/wiki/Charlie_Swan
Renée Dwyer - Renée_Dwyer - https://twilightsaga.fandom.com/wiki/Renée_Dwyer
Harry Clearwater - Harry_Clearwater - https://twilightsaga.fandom.com/wiki/Harry_Clearwater
Billy Black - Billy_Black - https://twilightsaga.fandom.com/wiki/Billy_Black
Tyler Crowley - Tyler_Crowley - https://twilightsaga.fandom.com/wiki/Tyler_Crowley
Lauren Mallory - Lauren_Mallory - https://twilightsaga.fandom.com/wiki/Lauren_Mallory
Mike Newton - Mike_Newton - https://twilightsaga.fandom.com/wiki/Mike_Newton
Jessica Stanley - Jessica_Stanley - https://twilightsaga.fandom.com/wiki/Jessica_Stanley
Angela Weber - Angela_Weber - https://twilightsaga.fandom.com/wiki/Angela_Weber
Eric Yorkie - Eric_Yorkie - https://twilightsaga.fandom.com/wiki/Eric_Yorkie
Emily Young - Emily_Young - https://twilightsaga.fandom.com/wiki/Emily_Young
Sue Clearwater - Sue_Clearwater - https://twilightsaga.fandom.com/wiki/Sue_Clearwater
Quil Ateara III - Quil_Ateara_III - https://twilightsaga.fandom.com/wiki/Quil_Ateara_III
Rachel Black - Rachel_Black - https://twilightsaga.fandom.com/wiki/Rachel_Black
Rebecca Black - Rebecca_Black - https://twilightsaga.fandom.com/wiki/Rebecca_Black
J. Jenks - J._Jenks - https://twilightsaga.fandom.com/wiki/J._Jenks
\ No newline at end of file
from tools.JsonCRUD import save, read
# import numpy as np
# from sacrebleu.metrics import BLEU
# from bert_score import score
from tools.preProcessing import filterRegex, loadBook, iterate_over_folders, extract_book_content, normalize_spaces
from tools.chunking import spacy_chunking
def loadBooksRaw():
data = {}
books = iterate_over_folders("texts")
for name in books.keys():
_list = books[name]
data = []
for index, sub_book in enumerate(_list):
#.............
book = loadBook(sub_book)
processed = extract_book_content(name, index, book)
# processed = filterRegex(name, index, processed)
# processed = normalize_spaces(processed)
# print(len(processed)/len(book))
data.append(processed)
save({"data" : data}, f"{name}_raw.json")
def loadBooks():
data = {}
books = iterate_over_folders("texts")
for name in books.keys():
_list = books[name]
for index, sub_book in enumerate(_list):
#.............
print(f"processing {name} {index}")
book = loadBook(sub_book)
processed = extract_book_content(name, index, book)
processed = filterRegex(name, index, processed)
processed = normalize_spaces(processed)
print(len(processed)/len(book))
if name in data:
data[name].append(processed)
else:
data[name] = [processed]
save(data, "training_data/books.json")
def chunkBooks():
books = read("training_data/books.json")
books = books
for b in books:
res = []
for i, sub in enumerate(books[b]):
print(b, i)
res.extend(spacy_chunking(sub))
save({"data" : res}, f"training_data/{b}_spacy_fine.json")
#loadBooksRaw()
#loadBooks()
chunkBooks()
\ No newline at end of file
from tools.JsonCRUD import save, read
import numpy as np
from sacrebleu.metrics import BLEU
from bert_score import score
#from tools.preProcessing import pdf_into_chunks, iterate_over_folders, pdf_into_sentences
import pandas as pd
from io import StringIO
bleu = BLEU(lowercase=True, effective_order=True)
def normal():
originals = read('fandoms.json')
generated = read('gen_with_encoding.json')
dc = {}
for book in generated:
dc[book] = {}
for character in generated[book]:
gen_with = generated[book][character]["with"]
gen_without = generated[book][character]["without"]
#for index, name in enumerate(generated[book]):
original_fandom = ''.join(originals[book][character])
#print(index, len(generated[book]))
# print(len(original_fandom))
#print(len(generated_fandom))
wh = bleu.sentence_score(gen_with, [original_fandom])
wP, wR, wF1 = score([gen_with], [original_fandom], lang='de', model_type="microsoft/deberta-xlarge-mnli", verbose=True)
h = bleu.sentence_score(gen_without, [original_fandom])
P, R, F1 = score([gen_without], [original_fandom], lang='de', model_type="microsoft/deberta-xlarge-mnli", verbose=True)
dc[book][character] = {"wF1":wF1.item(), "wh":wh.score, "F1":F1.item(), "h":h.score}
save(dc, "normal_eval.json")
def bins():
dc = read('results.json')
#bin_edges = np.linspace(0.3, 0.7, num=10) # Define your bins here
bin_edges = np.linspace(0.0, 13.0, num=10)
# Initialize a defaultdict to store bin counts for each character
character_bin_counts = {"wF1": {}, "wh": {}, "F1": {}, "h": {}}
for book, characters in dc.items():
for character, attributes in characters.items():
for key, value in attributes.items():
for bin_edge in bin_edges:
# Check if the value falls within the bin
if value <= bin_edge:
# Increment the count for this bin for this character
if bin_edge in character_bin_counts[key]:
character_bin_counts[key][bin_edge] += 1
else:
character_bin_counts[key][bin_edge] = 1
break
save(character_bin_counts, "bin_counts.json")
def computeCharacteristics():
total = pd.DataFrame()
dfs = [pd.read_csv('results.csv'), pd.read_csv('results2.csv'), pd.read_csv('results3.csv'), pd.read_csv('results4.csv')]
for df in dfs:
# Specify the columns you want to analyze
columns_to_analyze = ['F1', 'wF1']
# Select only the specified columns
selected_columns = df[columns_to_analyze]
# Calculate the mean, median, and other statistics for the selected columns
mean_values = selected_columns.mean()
median_values = selected_columns.median()
std_dev_values = selected_columns.std()
min_values = selected_columns.min()
max_values = selected_columns.max()
q1_values = selected_columns.quantile(0.25)
q3_values = selected_columns.quantile(0.75)
iqr_values = q3_values - q1_values
# Create a DataFrame to hold all statistics
stats_df = pd.DataFrame({
#'Mean': mean_values,
'min': min_values,
'median': median_values,
'max': max_values,
'q1': q1_values,
'q3': q3_values,
#'Standard Deviation': std_dev_values,
#'Interquartile Range (IQR)': iqr_values
})
total = pd.concat([total, stats_df], ignore_index=True, sort=False)
total.to_csv('statistics_results.csv', index=False, header=True)
total = pd.DataFrame()
for df in dfs:
# Specify the columns you want to analyze
columns_to_analyze = ['h', 'wh']
# Select only the specified columns
selected_columns = df[columns_to_analyze]
# Calculate the mean, median, and other statistics for the selected columns
mean_values = selected_columns.mean()
median_values = selected_columns.median()
std_dev_values = selected_columns.std()
min_values = selected_columns.min()
max_values = selected_columns.max()
q1_values = selected_columns.quantile(0.25)
q3_values = selected_columns.quantile(0.75)
iqr_values = q3_values - q1_values
# Create a DataFrame to hold all statistics
stats_df = pd.DataFrame({
#'Mean': mean_values,
'min': min_values,
'median': median_values,
'max': max_values,
'q1': q1_values,
'q3': q3_values,
#'Standard Deviation': std_dev_values,
#'Interquartile Range (IQR)': iqr_values
})
total = pd.concat([total, stats_df], ignore_index=True, sort=False)
total.to_csv('statistics_results2.csv', index=False, header=True)
# Call the function
#computeCharacteristics()
normal()
\ No newline at end of file
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import requests
import json
from tools.preProcessing import filterAllTexts
from tools.JsonCRUD import read, save
url = "http://localhost:18881/completion"
headers = {"Content-Type": "application/json"}
query1_woh = "[INST]Write a summary about the character {character} in the book {book}.[/INST]"
query1_wh = "[INST]Write a summary about the character {character} in the given text passages: \n {help}[/INST]"
query2_woh = "[INST]Write a summary in the style of a fandom article about the character {character} in the book {book}.[/INST]"
query2_wh = "[INST]Write a summary in the style of a fandom article about the character {character} in the given text passages: \n {help}[/INST]"
query3_woh = "[INST]Provide a concise overview of the character {character} from the book {book}.[/INST]"
query3_wh = "[INST]Provide a concise overview of the character {character} based on the following excerpts: \n {help}[/INST]"
query4_woh = "[INST]rite sumary bout thee cara cter {character} of th book {book}.[/INST]"
query4_wh = "[INST]rite sumary bout thee cara cter {character} bsed th fllowing excerpts: \n {help}[/INST]"
def query_without_help(book, character):
data = {"prompt": query4_woh.format(character=character, book=book), "temperature" : 0.0} #, "temperature" : 0.0
response = requests.post(url, headers=headers, data=json.dumps(data))
return response.json()
def query_with_help(help, character):
data = {"prompt": query4_wh.format(character=character, help=help), "temperature" : 0.0}
response = requests.post(url, headers=headers, data=json.dumps(data))
return response.json()
####################################################
# passages = filterAllTexts(bks["Harry Potter"], "Seamus Finnigan")
# print(passages)
####################################################
# LOTR Boromir
# Harry Potter 2 Remus Lupin 0
# Harry Potter 2 Minerva McGonagall 1
# Harry Potter 2 Katie Bell 27
def generateFandoms(fandoms, books, file_name, from_book=1, from_character=0):
generated_fandoms = read(file_name)
for index, book in enumerate(fandoms):
if index >= from_book:
if not book in generated_fandoms:
generated_fandoms[book] = {}
for ind, character in enumerate(fandoms[book]):
if ind >= from_character and not character in generated_fandoms[book]:
print("trying", book, index , character, ind)
passages = filterAllTexts(books[book], character)
res1 = query_without_help(book, character)
res2 = query_with_help(passages, character)
generated_fandoms[book][character] = {}
generated_fandoms[book][character]["without"] = res1["content"]
generated_fandoms[book][character]["with"] = res2["content"]
generated_fandoms[book][character]["passages"] = passages
save(generated_fandoms, file_name)
print(index, ind)
print(book, character)
fandoms = read('new_fandom.json')
books= read("kolo.json")
generateFandoms(fandoms, books, "gen_fand4.json")
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