From 5d267e22036a6b93d2c596fabee62d3e3a13bfbc Mon Sep 17 00:00:00 2001
From: chrysanthopoulou <chrysanthopoulou@cl.uni-heidelberg.de>
Date: Thu, 13 Apr 2023 13:16:29 +0200
Subject: [PATCH] Add optimised sentence curves

---
 data_overview/data_overview.csv               |   6 +-
 .../canon_works/crooked_kingdom_soc_2.txt     | 552 ------------------
 .../data/canon_works/king_of_scars_kos_1.txt  | 134 +----
 .../canon_works/ruin_and_rising_sab_3.txt     | 209 +------
 .../data/canon_works/rule_of_wolves_2.txt     | 388 +-----------
 .../canon_works/shadow_and_bone_sab_1.txt     | 195 +------
 .../canon_works/siege_and_storm_sab_2.txt     | 251 +-------
 .../data/canon_works/six_of_crows_soc_2.txt   | 265 +--------
 .../freq_distribution/all_canon_sent_len.png  | Bin 38225 -> 39052 bytes
 .../freq_distribution/all_canon_token_len.png | Bin 33543 -> 36865 bytes
 .../freq_distribution/canon_sent_len_long.png | Bin 0 -> 39052 bytes
 .../canon_sent_len_short.png                  | Bin 0 -> 35604 bytes
 stylometry_code.py                            |  98 +++-
 .../freq_distribution/all_canon_sent_len.png  | Bin 41611 -> 38459 bytes
 .../freq_distribution/all_canon_token_len.png | Bin 34915 -> 37556 bytes
 .../freq_distribution/canon_sent_len_long.png | Bin 0 -> 38459 bytes
 .../canon_sent_len_short.png                  | Bin 0 -> 34939 bytes
 17 files changed, 88 insertions(+), 2010 deletions(-)
 create mode 100644 grishaverse/freq_distribution/canon_sent_len_long.png
 create mode 100644 grishaverse/freq_distribution/canon_sent_len_short.png
 create mode 100644 throne_of_glass/freq_distribution/canon_sent_len_long.png
 create mode 100644 throne_of_glass/freq_distribution/canon_sent_len_short.png

diff --git a/data_overview/data_overview.csv b/data_overview/data_overview.csv
index b9f85ea..a0ad901 100644
--- a/data_overview/data_overview.csv
+++ b/data_overview/data_overview.csv
@@ -1,3 +1,3 @@
-,mean_tokens,std_dev,type_token_ratio
-throne_of_glass_canon,4.9282660487582,2.033132292363114,0.5932999999999999
-grishaverse_canon,5.046888277930518,2.20148396165822,0.6335263157894737
+,mean_tokens,std_dev,type_token_ratio,mean_sent
+throne_of_glass_canon,4.20580153308561,9.820105672393566,0.4612289416846652,14.468550677890269
+grishaverse_canon,4.1116821403167725,9.42692548599567,0.4679412861136999,14.026379022147932
diff --git a/grishaverse/data/canon_works/crooked_kingdom_soc_2.txt b/grishaverse/data/canon_works/crooked_kingdom_soc_2.txt
index 0d78431..a2d086a 100644
--- a/grishaverse/data/canon_works/crooked_kingdom_soc_2.txt
+++ b/grishaverse/data/canon_works/crooked_kingdom_soc_2.txt
@@ -1,158 +1,3 @@
-www.orionbooks.co.uk/indigo/
-
-
-
-
-
-Contents
-
-
-By the Same Author
-
-
-
-Part One Forsaken
-
-1 Retvenko
-
-2 Wylan
-
-3 Matthias
-
-4 Inej
-
-
-
-Part Two A Killing Wind
-
-5 Jesper
-
-6 Nina
-
-7 Inej
-
-8 Matthias
-
-9 Kaz
-
-10 Jesper
-
-
-
-Part Three Brick by Brick
-
-11 Inej
-
-12 Kaz
-
-13 Nina
-
-14 Wylan
-
-15 Matthias
-
-16 Jesper
-
-
-
-Part Four The Unexpected Visitor
-
-17 Inej
-
-18 Kaz
-
-19 Matthias
-
-20 Inej
-
-21 Kaz
-
-22 Nina
-
-23 Wylan
-
-
-
-Part Five Kings & Queens
-
-24 Jesper
-
-25 Matthias
-
-26 Kaz
-
-27 Inej
-
-28 Jesper
-
-29 Nina
-
-30 Kaz
-
-31 Wylan
-
-32 Inej
-
-
-
-Part Six Action & Echo
-
-33 Matthias
-
-34 Nina
-
-35 Inej
-
-36 Jesper
-
-37 Kaz
-
-38 Matthias
-
-39 Nina
-
-40 Matthias
-
-41 Wylan
-
-42 Jesper
-
-43 Kaz
-
-44 Inej
-
-45 Pekka
-
-
-
-Cast of Characters
-
-Acknowledgments
-
-Dedication
-
-Copyright
-
-If you liked this, you’ll love…
-
-
-
-
-
-ALSO BY LEIGH BARDUGO
-
-THE GRISHA TRILOGY
-
-Shadow and Bone
-
-Siege and Storm
-
-Ruin and Rising
-
-
-
-THE SIX OF CROWS DUOLOGY
-
 Six of Crows
 
 
@@ -11216,400 +11061,3 @@ Do you like life, Rollins?
 Yes, he did, very much indeed, and he intended to go on living for a good long time.
 
 Pekka would count his money. He would raise his son. He’d find himself a good woman or two or ten. And maybe, in the quiet hours, he’d raise a glass to the men like him, to his fellow architects of misfortune who had helped raise Brekker and his crew. He’d drink to the whole sorry lot of them, but mostly to the poor fools who didn’t know what trouble was coming.
-
-
-
-
-
-CAST OF CHARACTERS
-
-
-Adem Bajan [ad -em bah-zhahn ]
-
-Music instructor indentured to Jan Van Eck
-
-Aditi Hilli [uh-dee -tee hee -lee] (deceased)
-
-Jesper Fahey’s mother
-
-Alina Starkov [uh-lee -nuh stahr -kovf] (deceased)
-
-Grisha Etherealnik (Sun Summoner); former leader of the Second Army
-
-Alys Van Eck [al -is van ek]
-
-Jan Van Eck’s second wife
-
-Anika [an -i-kuh ]
-
-Member of the Dregs
-
-Anya [ahn -yuh] (deceased)
-
-Grisha Healer indentured to Councilman Hoede
-
-Bastian [bas -chuhn]
-
-Member of the Dregs
-
-Beatle [bee -tuhl]
-
-Member of the Dregs
-
-Betje [beh -chyuh]
-
-Caretaker at Saint Hilde
-
-Big Bolliger [big bah -luh-gur]
-
-Former member of the Dregs; exiled
-
-Bo Yul-Bayur [boh yool -bye-yur ] (deceased)
-
-Inventor of jurda parem who attempted to defect from the Shu Han; Kuwei Yul-Bo’s father
-
-Colm Fahey [kohm fay -hee]
-
-Jesper Fahey’s father
-
-Cornelis Smeet [kor-nel -uhs smeet]
-
-Jan Van Eck’s lawyer and property manager
-
-Danil Markov [da -nuhl mahr -kovf]
-
-Grisha Inferni indentured at the Anvil
-
-Darkling [dahr -kling]
-
-Grisha Etherealnik and title held by former leaders of the Second Army; real name unknown
-
-David Kostyk [day -vid kah -stik]
-
-Grisha Fabrikator (Durast); member of the Ravkan Triumvirate
-
-Dirix [deer -iks] (deceased)
-
-Member of the Dregs
-
-Doughty [dow -tee]
-
-Member of the Dime Lions
-
-Dunyasha Lazareva [duhn-yah -shuh lahts -uh-ray -vuh]
-
-A mercenary; also known as the White Blade of Ahmrat Jen
-
-Eamon [ay -muhn]
-
-Dime Lions lieutenant
-
-Elzinger [el -zing-ur]
-
-Member of the Black Tips
-
-Emil Retvenko [eh-meel red-veng -koh]
-
-Grisha Squaller indentured to Councilman Hoede’s estate
-
-Eroll Aerts [air -uhl airts]
-
-Member of the Dime Lions
-
-Filip [fil -uhp] (deceased)
-
-Member of the Dime Lions
-
-Geels [geelz]
-
-Black Tips lieutenant
-
-Genya Safin [jen -yuh saf -in]
-
-Grisha Tailor; member of the Ravkan Triumvirate
-
-Gerrigan [gair -uh-ghin ]
-
-Member of the Dime Lions
-
-Gorka [gor -kuh]
-
-Member of the Dregs
-
-Hanna Smeet [ha -nuh smeet]
-
-Daughter of Cornelis Smeet
-
-Heleen Van Houden [huh-leen van hou -tuhn]
-
-Owner and chief procurer of the Menagerie (the House of Exotics); also known as the Peacock
-
-Hoede [hohd] (deceased)
-
-Member of the Kerch Merchant Council
-
-Inej Ghafa [in-ezh guh-fah ]
-
-Member of the Dregs; spider and secret-gatherer; also known as the Wraith
-
-Jan Van Eck [yahn van ek]
-
-Shipping magnate and prominent merchant; member of the Kerch Merchant Council; Wylan Van Eck’s father
-
-Jarl Brum [yarl broom]
-
-Commander of the Fjerdan drüskelle
-
-Jellen Radmakker [yel -uhn rahd -mah-kur]
-
-Prominent merchant
-
-Jesper Fahey [jes -pur fay -hee]
-
-Member of the Dregs; sharpshooter
-
-Jordan Rietveld [jor -duhn reet -veld] (deceased)
-
-Kaz Brekker’s older brother
-
-Karl Dryden [karl drye -duhn]
-
-Most junior member of the Kerch Merchant Council
-
-Kaz Brekker [kaz brek -ur]
-
-Dregs lieutenant; also known as Dirtyhands
-
-Keeg [keeg]
-
-Member of the Dregs
-
-Kuwei Yul-Bo [koo-way yool -boh ]
-
-Grisha Inferni and Shu defector; son of Bo Yul-Bayur
-
-Marya Hendriks [mahr -ee-yuh hen -driks] (deceased)
-
-Jan Van Eck’s first wife; Wylan Van Eck’s mother
-
-Matthias Helvar [muh-tye -uhs hel -vahr]
-
-Disgraced Fjerdan drüskelle
-
-Miggson [mig -suhn]
-
-An employee of Jan Van Eck
-
-Milo [mye -loh]
-
-Member of the Dregs
-
-Muzzen [muh -zuhn]
-
-Member of the Dregs
-
-Naten Boreg [nay -tuhn bor -eg]
-
-Member of the Kerch Merchant Council
-
-Nikolai Lantsov [ni -koh-lye lan -tsovf]
-
-King of Ravka
-
-Nina Zenik [nee -nuh zen -uhk]
-
-Member of the Dregs; Grisha Heartrender
-
-Onkle Felix [uhng -kuhl fee -liks]
-
-Chief procurer of the House of the White Rose
-
-Oomen [oo -muhn] (deceased)
-
-Member of the Black Tips
-
-Pekka Rollins [pek -uh rah -luhnz]
-
-Dime Lions general
-
-Per Haskell [pair has -kuhl]
-
-Dregs general
-
-Pim [pim]
-
-Member of the Dregs
-
-Prior [prye -ur]
-
-An employee of Jan Van Eck
-
-Raske [rask]
-
-Freelance demolitions expert
-
-Red Felix [red fee -liks]
-
-Member of the Dregs
-
-Roeder [roh -dur]
-
-Member of the Dregs
-
-Rotty [rah -tee]
-
-Member of the Dregs
-
-Seeger [see -gur]
-
-Member of the Dregs
-
-Shay [shay]
-
-Member of the Dime Lions
-
-Specht [spekt]
-
-Member of the Dregs; forger and former naval officer
-
-Sturmhond [sturm -hahnd ]
-
-Privateer and emissary of the Ravkan government
-
-Swann [swahn]
-
-Member of the Dregs
-
-Tamar Kir-Bataar [tay -mahr keer -buh-tahr ]
-
-Grisha Heartrender; captain of King Nikolai’s personal guard
-
-Varian [vair -ee-yuhn]
-
-Member of the Dregs
-
-Wylan Van Eck [wye -luhn van ek]
-
-Son of Jan Van Eck
-
-Zoya Nazyalensky [zoi -yuh nahz -yuh-len -skee]
-
-Grisha Squaller; member of the Ravkan Triumvirate
-
-
-
-
-
-Acknowledgments
-
-
-Joanna Volpe a.k.a. the Wolf a.k.a. the funniest, toughest, smartest, most patient agent around—thank you for being my dear friend and ferocious advocate. And to everyone at Team New Leaf—especially Jackie, Jaida, Mike, Kathleen, Mia, Chris, Hilary, Danielle, and Pouya “All Star” Shahbazian—thank you for being an agency, a family, and an army. I love you guys.
-
-Holly Black and Sarah Rees Brennan helped me find the heart of this story when all I could see were its bones. Robin Wasserman, Sarah Mesle, Daniel José Older, and the brilliant Morgan Fahey provided invaluable editorial feedback. Rachael, Robyn, and Flash spent many hours in my living room and garden keeping me company. Amie Kaufman and Marie Lu are hilarious, beautiful warrior angels who put up with a lot of ridiculous e-mails from me. Rainbow Rowell is a Gryffindor, but I guess we’re cool. Anne Grasser managed my schedule and my kooky requests with ease and patience. Nina Douglas championed my books in the UK and kept me laughing on the road. Noa Wheeler, thank you for staying in Ketterdam a little while longer and seeing me (and our misfit crew) through this adventure.
-
-As always, I owe a blood debt to Kayte Ghaffar, my right-hand man, my genius on call, who has lent so much time and creativity to me and these books.
-
-Many thanks to my Macmillan family: Jon, Laura, Jean, Lauren, Angus, Liz, Holly, Caitlin, Kallam, Kathryn, Lucy, Katie, April, Mariel, KB, Eileen, Tom, Melinda, Rich (who somehow managed to outdo himself on this cover), every single person in sales who got this book onto shelves, every single person in marketing who got people to pick it up. And a very special thank-you to the incredible team of publicists who have toured with me and taken care of me and listened to me blather in airports—Morgan, Brittany, Mary, Allison, and especially the Marvelous Molly Brouillette, who worked such magic with this series.
-
-Thank you to Steven Klein for his help in thinking about sleight of hand and grand illusions; Angela DePace for helping me finesse the chemical weevil and auric acid; and Josh Minuto, who put the storm in brainstorm when it was time to bring Kuwei back from the dead.
-
-Lulu, thank you for putting off holidays, suffering my moods, and keeping me in peonies. Christine, Sam, Emily, and Ryan, I am so glad we’re family. Corn pie for all!
-
-To all of the readers, librarians, bloggers, BookTubers, Instagrammers, booklr denizens, fic writers, artists, and makers of edits and playlists: Thank you for bringing the Grisha world to life beyond the pages of these books. I am truly grateful.
-
-And finally, if you’d like to help stop human trafficking and forced labor in our world, you don’t need a schooner and heavy cannon. GAATW.org offers online resources and information on reputable organizations that would welcome your support.
-
-
-
-
-
-To Holly and Sarah, who helped me build;
-
-Noa, who made sure the walls stayed standing;
-
-Jo, who kept me standing too.
-
-
-
-
-
-AN INDIGO EBOOK
-
-
-
-First published in Great Britain in 2016by Hodder and Stoughton
-
-This eBook first published in 2016 by Hodder and Stoughton
-
-
-
-Text © Leigh Bardugo 2016
-
-Map illustration © 7092954 CANADA LTD 2016
-
-
-
-The rights of the author have been asserted.
-
-
-
-All characters and events in this publication, other than those clearly in the public domain, are fictitious and any resemblance to real persons, living or dead, is purely coincidental.
-
-
-
-All rights reserved.
-
-No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, without the prior permission in writing of the publisher, nor be otherwise circulated in any form of binding or cover other than that in which it is published and without a similar condition including this condition being imposed on the subsequent purchaser.
-
-
-
-A CIP catalogue record for this book is available from the British Library.
-
-
-
-eBook conversion by PDQ Digital Media Solutions, Bungay, Suffolk
-
-
-
-ISBN: 978 1 78062 232 3
-
-
-
-Indigo
-
-an imprint of the Hachette Children’s Group
-
-Part of Hodder and Stoughton
-
-Carmelite House
-
-50 Victoria Embankment
-
-London EC4Y 0DZ
-
-and Stoughton
-
-
-
-An Hachette UK company
-
-
-
-www.hachette.co.uk
-
-www.orionchildrensbooks.co.uk
-
-www.hachettechildrens.co.uk
-
-www.leighbardugo.com
-
-
-
-
-
-bookswithbite.co.uk
-
-
-
-
-
diff --git a/grishaverse/data/canon_works/king_of_scars_kos_1.txt b/grishaverse/data/canon_works/king_of_scars_kos_1.txt
index cd9fa66..a93261c 100644
--- a/grishaverse/data/canon_works/king_of_scars_kos_1.txt
+++ b/grishaverse/data/canon_works/king_of_scars_kos_1.txt
@@ -1,107 +1,3 @@
-Nikolai Lantsov has always had a gift for the impossible. No one knows what he endured in his country’s bloody civil war—and he intends to keep it that way. Now, as enemies gather at his weakened borders, the young king must find a way to refill Ravka’s coffers, forge new alliances, and stop a rising threat to the once-great Grisha Army. Yet with every day a dark magic within him grows stronger, threatening to destroy all he has built. With the help of a young monk and a legendary Grisha Squaller, Nikolai will journey to the places in Ravka where the deepest magic survives to vanquish the terrible legacy inside him. He will risk everything to save his country and himself. But some secrets aren’t meant to stay buried—and some wounds aren’t meant to heal.
-
-
-
-
-
-Leigh Bardugo
-
-
-
-
-
-King of Scars
-
-
-King of Scars 1
-
-
-
-ePub r1.0
-
-j666 13.12.2021
-
-
-
-
-
-Título original: King of Scars
-
-Leigh Bardugo, 2019
-
-Ilustraciones: Sveta Dorosheva
-
-Retoque de cubierta: j666
-
-
-
-Editor digital: j666
-
-ePub base r2.1
-
-
-
-
-
-For Morgan Fahey—
-
-	wartime general
-
-	peacetime consigliere
-
-	dearest friend
-
-	(mostly) benevolent queen
-
-
-
-
-
-THE GRISHA
-
-
-SOLDIERS OF THE SECOND ARMY
-
-MASTERS OF THE SMALL SCIENCE
-
-
-
-
-
-CORPORALKI
-
-(THE ORDER OF THE LIVING AND THE DEAD)
-
-Heartrenders
-
-Healers
-
-
-
-ETHEREALKI
-
-(THE ORDER OF SUMMONERS)
-
-Squallers
-
-Inferni
-
-Tidemakers
-
-
-
-MATERIALKI
-
-(THE ORDER OF FABRIKATORS)
-
-Durasts
-
-Alkemi
-
-
-
-
-
 THE DROWNING MAN
 
 
@@ -10133,32 +10029,4 @@ Now Zoya looked at Genya with her scarred hands pressed to her mouth, at Tolya
 
 We are the dragon and we will bide our time.
 
-“So many of my old friends, gathered in one place,” said the Darkling from the mouth of a loyal, gullible boy, another fool who had loved him. “It’s good to be home.”
-
-
-
-
-
-ACKNOWLEDGMENTS
-
-
-First, to my readers, new and old, who have made it possible for me to continue this journey through the Grishaverse, thank you. I could not ask for better travel companions.
-
-Many thanks to the magnificent crew at Imprint: my ingenious editor Erin Stein, who let me pitch her this book over lunch at San Diego Comic Con; design warlords Natalie C. Sousa and Ellen Duda; John Morgan; Nicole Otto; Raymond Ernesto Colón; Melinda Ackell; Dawn Ryan; Weslie Turner; and Jessica Chung. I would be lost without the MCPG genius strike force: Mariel Dawson, Morgan Dubin, Molly Ellis, Teresa Ferraiolo, Julia Gardiner, Kathryn Little, Katie Halata, Lucy Del Priore, Allison Verost, Melissa Zar, the Fierce Reads team, Jennifer Gonzalez and the sales team, Kristin Dulaney, and the ever intrepid Jon Yaged.
-
-All the love and gratitude to my New Leaf Literary family: Pouya Shahbazian, Hilary Pecheone, Devin Ross, Joe Volpe, Kathleen Ortiz, Mia Roman, Veronica Grijalva, Abigail Donoghue, Kelsey Lewis, Cassandra Baim, and, of course, Joanna Volpe, who has held my hand and had my six at every turn. And a special thank-you to Melissa Rogal, slayer of giants.
-
-I want to thank Holly Black and Sarah Rees Brennan, who provided invaluable feedback on the early drafts of this manuscript; Morgan Fahey, who helped me sort my saints and name my kings; Rachael Martin, who offered guidance and encouragement on the final draft; Robyn Bacon, who makes a killer potpie and a glorious Baked Alaska; Ziggy the Human Cannonball, who makes me laugh and laugh; and Erin Daffern, who keeps me moving even when I really, really want to stay still. Thanks also to Marie Lu, Rainbow Rowell, Robin Wasserman, Cassandra Clare, Sabaa Tahir, Robin LaFevers, Daniel José Older, Carrie Ryan, Christine Patrick, Gretchen McNeil, Julia Collard, Nadine Semerau, the Petty Patties (long may they reign), and to Eric for every aloha.
-
-Thank you to Emily, Ryan, Christine, and Sam for all of the love and patience, and to my weird and wonderful mama, who weathers my storms.
-
-
-
-
-
-LEIGH BARDUGO (Jerusalem, Israel, 1975). New York Times bestselling author of fantasy novels and the creator of the Grishaverse. With over one million copies sold, her Grishaverse spans the Shadow and Bone Trilogy, the Six of Crows Duology, and The Language of Thorns— with more to come. Her short stories can be found in multiple anthologies, including The Best of Tor.com and the Best American Science Fiction & Fantasy. Her other works include Wonder Woman: Warbringer, and the forthcoming Ninth House. Leigh was born in Jerusalem, grew up in Southern California, graduated from Yale University, and has worked in advertising, journalism, and even makeup and special effects. These days, she lives and writes in Los Angeles, where she can occasionally be heard singing with her band.
-
-
-
-
-
+“So many of my old friends, gathered in one place,” said the Darkling from the mouth of a loyal, gullible boy, another fool who had loved him. “It’s good to be home.”
\ No newline at end of file
diff --git a/grishaverse/data/canon_works/ruin_and_rising_sab_3.txt b/grishaverse/data/canon_works/ruin_and_rising_sab_3.txt
index c3abd18..e9668ac 100644
--- a/grishaverse/data/canon_works/ruin_and_rising_sab_3.txt
+++ b/grishaverse/data/canon_works/ruin_and_rising_sab_3.txt
@@ -1,55 +1,3 @@
-Begin Reading
-
-Table of Contents
-
-About the Author
-
-Copyright Page
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-The author and publisher have provided this e-book to you for your personal use only. You may not make this e-book publicly available in any way. Copyright infringement is against the law. If you believe the copy of this e-book you are reading infringes on the author’s copyright, please notify the publisher at: us.macmillanusa.com/piracy.
-
-
-
-
-
-For my father, Harve—
-
-Sometimes our heroes don’t make it to the end.
-
-
-
-
-
 BEFORE
 
 THE MONSTER’S NAME was Izumrud, the great worm, and there were those who claimed he had made the tunnels that ran beneath Ravka. Sick with appetite, he ate up silt and gravel, burrowing deeper and deeper into the earth, searching for something to satisfy his hunger, until he’d gone too far and lost himself in the dark.
@@ -9656,159 +9604,4 @@ Before she could blink he had hold of her shoulders and had pinned her to the gr
 
 “Nina,” he growled.
 
-Then his hands closed over her throat.
-
-
-
-
-
-ABOUT THE AUTHOR
-
-Leigh Bardugo is a #1 New York Times bestselling author of fantasy novels and the creator of the Grishaverse. With over three million copies sold worldwide, her Grishaverse spans the Shadow and Bone Trilogy, the Six of Crows Duology, The Language of Thorns, and King of Scars—with more to come. Her short stories can be found in multiple anthologies, including The Best of Tor.com and the Best American Science Fiction & Fantasy. Her other works include Wonder Woman: Warbringer and the forthcoming Ninth House. Leigh was born in Jerusalem, grew up in Southern California, and graduated from Yale University. These days she lives and writes in Los Angeles. You can sign up for email updates here.
-
-
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-Contents
-
-Title page
-
-Copyright notice
-
-Map
-
-The Grisha Orders
-
-Dedication
-
-Before
-
-Chapter 1
-
-Chapter 2
-
-Chapter 3
-
-Chapter 4
-
-Chapter 5
-
-Chapter 6
-
-Chapter 7
-
-Chapter 8
-
-Chapter 9
-
-Chapter 10
-
-Chapter 11
-
-Chapter 12
-
-Chapter 13
-
-Chapter 14
-
-Chapter 15
-
-Chapter 16
-
-Chapter 17
-
-Chapter 18
-
-After
-
-Ruin and Rising Reading Group Gold
-
-Acknowledgments
-
-A Note from the Author
-
-Six of Crows Excerpt
-
-About the Author
-
-Copyright
-
-
-
-
-
-Copyright © 2014 by Leigh Bardugo
-
-Henry Holt and Company, LLC
-
-Publishers since 1866
-
-Henry Holt® is a registered trademark of Henry Holt and Company, LLC.
-
-175 Fifth Avenue, New York, New York 10010
-
-macteenbooks.com
-
-All rights reserved.
-
-
-
-eBooks may be purchased for business or promotional use. For information on bulk purchases, please contact Macmillan Corporate and Premium Sales Department by writing to MacmillanSpecialMarkets@macmillan.com.
-
-The Library of Congress has cataloged the print edition as follows:
-
-Bardugo, Leigh.
-
-Ruin and rising / Leigh Bardugo.
-
-pages cm.— (Grisha trilogy; book 3)
-
-Summary: “The Darkling rules Ravka from his shadow throne. Alina forges new alliances as she and Mal search for Morozova’s last amplifier. But as she begins to unravel the Darkling’s secrets, she reveals a past that alters her understanding of the bond they share and the power she wields.” —Provided by publisher
-
-ISBN 978-0-8050-9461-9 (hardback)
-
-ISBN 978-0-8050-9712-2 (e-book)
-
-[1. Fantasy. 2. Love—Fiction.] I. Title.
-
-PZ7.B25024Ru 2014 [Fic]—dc23 2013049306
-
-eISBN 9780805097122
-
-First hardcover edition 2014
-
-eBook edition June 2014
-
-
-
-
-
+Then his hands closed over her throat.
\ No newline at end of file
diff --git a/grishaverse/data/canon_works/rule_of_wolves_2.txt b/grishaverse/data/canon_works/rule_of_wolves_2.txt
index b7fba8c..6c7d074 100644
--- a/grishaverse/data/canon_works/rule_of_wolves_2.txt
+++ b/grishaverse/data/canon_works/rule_of_wolves_2.txt
@@ -1,95 +1,3 @@
-Begin Reading
-
-Table of Contents
-
-About the Author
-
-Copyright Page
-
-
-
-Thank you for reading this
-
-St. Martin’s Press ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-The author and publisher have provided this ebook to you for your personal use only. You may not make this ebook publicly available in any way. Copyright infringement is against the law. If you believe the copy of this ebook you are reading infringes on the author’s copyright, please notify the publisher at: us.macmillanusa.com/piracy.
-
-
-
-
-
-To EDA, who helped me find my place among the wolves
-
-
-
-
-
-THE GRISHA
-
-
-
-
-
-SOLDIERS OF THE SECOND ARMY
-
-
-MASTERS OF THE SMALL SCIENCE
-
-
-CORPORALKI
-
-(THE ORDER OF THE LIVING AND THE DEAD)
-
-Heartrenders
-
-Healers
-
-ETHEREALKI
-
-(THE ORDER OF SUMMONERS)
-
-Squallers
-
-Inferni
-
-Tidemakers
-
-MATERIALKI
-
-(THE ORDER OF FABRIKATORS)
-
-Durasts
-
-Alkemi
-
-
-
-
-
 THE DEMON KING
 
 
@@ -12742,298 +12650,4 @@ He lowered his voice. “If it involves you out of that dress, I have no doubt I
 
 Zoya sighed. Tragic to think a woman might have everything she desired and still have need of a thief.
 
-“Get a message to the Crow Club,” she said. “Tell Kaz Brekker the queen of Ravka has a job for him.”
-
-
-
-
-
-ACKNOWLEDGMENTS
-
-
-Rule of Wolves is the seventh novel I’ve written in the Grishaverse, a story that began with a girl trying to find her way through the dark. As Zoya would say, it’s not a metaphor. But I’m still grateful to all the generous people who helped light the way.
-
-Thank you to everyone at Imprint: Dawn Ryan, Hayley Jozwiak, David Briggs, Raymond E. Colón, the meticulous John Morgan, Camille Kellogg, my talented editor Erin Stein, who lets me pitch her wild ideas, and Natalie Sousa, who has worked so hard to make these books beautiful. I’m deeply grateful to the wonderful marketing, publicity, and subrights teams at MCPG: Kathryn Little, Melissa Zar, Teresa Ferraiolo, Julia Gardiner, Lucy Del Priore, Allison Verost, Mariel Dawson, Kristin Dulaney, Kaitlin Loss, Jordan Winch, and Team Triple M: Molly Ellis, Morgan Kane, and Madison Furr. Thank you to the remarkable sales team of Jennifer Edwards, Jessica Brigman, Jasmine Key, Jennifer Golding, Mark Von Bargen, Matthew Mich, Rebecca Schmidt, Sofrina Hinton, and Taylor Armstrong. Also to Jon Yaged, who didn’t fit into any of these lists.
-
-As always, I am glad and lucky to be a part of the New Leaf Literary family. Thank you to Hilary Pecheone, Joe Volpe, Veronica Grijalva, Victoria Hendersen, Meredith Barnes, Abigail Donoghue, Jenniea Carter, Katherine Curtis, Kate Sullivan, the always on- point Jordan Hill, the relentless Pouya Shahbazian, and my agent, Joanna Volpe, who somehow saw the destination before I did—and managed to get us there.
-
-Sarah Rees Brennan and Holly Black lent me their extraordinary brains and helped to shape the earliest drafts of this book. Marie Lu and Daniel José Older steered me through to the end with kindness and insight. Thank you to Kyle Lukoff and Jesse Deshays, who aided me in telling Hanne’s story. Robyn, Rachael, Ziggy, Morgan, Michelle, Sarah, Theodora, Jimmy, the Platinum Patties and the Pajama Pals—united in alliteration, all kept me going with humor, smarts, and the occasional delivery of ceramic ghosts. Thanks and love to Christine, Sam, Emily, Ryan, my beautiful mother, and Wally, who makes everything better. And E, I know you don’t like me to make a fuss, but thank you for being my friend, my familiar, and the only person I could love more after eleven hours in the car. A final thank-you to Jean, who is loved and remembered.
-
-
-
-
-
-ALSO BY LEIGH BARDUGO
-
-The Shadow and Bone Trilogy
-
-Shadow and Bone
-
-Siege and Storm
-
-Ruin and Rising
-
-The Six of Crows Duology
-
-Six of Crows
-
-Crooked Kingdom
-
-The King of Scars Duology
-
-King of Scars
-
-The Anthologies
-
-The Language of Thorns
-
-The Lives of Saints
-
-
-
-
-
-PRAISE FOR THE
-
-GRISHAVERSE
-
-“A master of fantasy.”
-
-—THE HUFFINGTON POST
-
-“Utterly, extremely bewitching.”
-
-—THE GUARDIAN
-
-“This is what fantasy is for.”
-
-—THE NEW YORK TIMES BOOK REVIEW
-
-“[A] world that feels real enough to have its own passport stamp.”
-
-—NPR
-
-“The darker it gets for the good guys, the better.”
-
-—ENTERTAINMENT WEEKLY
-
-“Sultry, sweeping and picturesque … Impossible to put down.”
-
-—USA TODAY
-
-“There’s a level of emotional and historical sophistication within Bardugo’s original epic fantasy that sets it apart.”
-
-—VANITY FAIR
-
-“Unlike anything I’ve ever read.”
-
-—VERONICA ROTH, BESTSELLING AUTHOR OF DIVERGENT
-
-“Bardugo crafts a first-rate adventure, a poignant romance, and an intriguing mystery!”
-
-—RICK RIORDAN, BESTSELLING AUTHOR OF THE PERCY JACKSON SERIES
-
-“This is a great choice for teenage fans of George R. R. Martin and J. R. R. Tolkien.”
-
-—RT BOOK REVIEWS
-
-
-
-
-
-ABOUT THE AUTHOR
-
-
-
-
-LEIGH BARDUGO is the New York Times–bestselling author of Ninth House and the creator of the Grishaverse (coming soon to Netflix), which spans the Shadow and Bone Trilogy, the Six of Crows Duology, the King of Scars Duology, The Language of Thorns, and The Lives of Saints—with more to come. Her short stories can be found in multiple anthologies, including Best American Science Fiction and Fantasy. Leigh grew up in Southern California and graduated from Yale University. These days she lives and writes in Los Angeles. You can sign up for email updates here.
-
-
-
-
-
-Thank you for reading this
-
-St. Martin’s Press ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-CONTENTS
-
-
-Title Page
-
-Copyright Notice
-
-Dedication
-
-The Demon King
-
-1. Queen Makhi
-
-2. Nina
-
-3. Nikolai
-
-4. Nina
-
-5. Zoya
-
-6. Nikolai
-
-7. Nina
-
-8. Nikolai
-
-9. Zoya
-
-10. Nina
-
-11. Zoya
-
-12. Nikolai
-
-13. Nina
-
-14. Zoya
-
-15. Nikolai
-
-16. Nina
-
-17. Zoya
-
-18. Nikolai
-
-The Making at the Heart of the World
-
-19. Mayu
-
-20. Zoya
-
-21. The Monk
-
-22. Nina
-
-23. Nikolai
-
-24. Mayu
-
-25. Nina
-
-26. The Monk
-
-27. Nikolai
-
-28. Zoya
-
-29. Mayu
-
-30. Nina
-
-31. Nikolai
-
-32. Mayu
-
-33. The Monk
-
-34. Nikolai
-
-35. Nina
-
-36. Zoya
-
-37. Nikolai
-
-38. The Monk
-
-39. Zoya
-
-40. Mayu
-
-41. Nina
-
-42. Nikolai
-
-43. Zoya
-
-44. Nina
-
-45. Nikolai
-
-46. Zoya
-
-47. Nina
-
-48. Nikolai
-
-49. Zoya
-
-Acknowledgments
-
-Also by Leigh Bardugo
-
-Praise for the Grishaverse
-
-About the Author
-
-Copyright
-
-
-
-
-
-Copyright © 2021 by Leigh Bardugo
-
-
-
-A part of Macmillan Publishing Group, LLC
-
-120 Broadway, New York, NY 10271
-
-fiercereads.com
-
-All rights reserved.
-
-If you scale the cliffs on the coast near Os Kervo, you may find a cave said to once be the lair of a dragon. Though the dragon’s existence is debatable, the damp is not. Steal or deface this book and you will spend a perpetually moist eternity shivering in that cave, eating toadstools, and praying for a bit of dragonfire to warm you.
-
-Library of Congress Cataloging-in-Publication Data is available.
-
-Our eBooks may be purchased in bulk for promotional, educational, or business use. Please contact the Macmillan Corporate and Premium Sales Department at (800) 221-7945 ext. 5442 or by e-mail at MacmillanSpecialMarkets@macmillan.com.
-
-Imprint logo designed by Amanda Spielman
-
-Map art by Sveta Dorosheva
-
-First hardcover edition, 2021
-
-eBook edition, 2021
-
-eISBN 9781250809667
-
-
-
-
-
+“Get a message to the Crow Club,” she said. “Tell Kaz Brekker the queen of Ravka has a job for him.”
\ No newline at end of file
diff --git a/grishaverse/data/canon_works/shadow_and_bone_sab_1.txt b/grishaverse/data/canon_works/shadow_and_bone_sab_1.txt
index 2bddf50..0db97e3 100644
--- a/grishaverse/data/canon_works/shadow_and_bone_sab_1.txt
+++ b/grishaverse/data/canon_works/shadow_and_bone_sab_1.txt
@@ -1,55 +1,3 @@
-Begin Reading
-
-Table of Contents
-
-About the Author
-
-Copyright Page
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-The author and publisher have provided this e-book to you for your personal use only. You may not make this e-book publicly available in any way. Copyright infringement is against the law. If you believe the copy of this e-book you are reading infringes on the author’s copyright, please notify the publisher at: us.macmillanusa.com/piracy.
-
-
-
-
-
-For my grandfather:
-
-Tell me some lies.
-
-
-
-
-
 BEFORE
 
 
@@ -9690,145 +9638,4 @@ Before she could blink he had hold of her shoulders and had pinned her to the gr
 
 “Nina,” he growled.
 
-Then his hands closed over her throat.
-
-
-
-
-
-ABOUT THE AUTHOR
-
-
-Leigh Bardugo is a #1 New York Times bestselling author of fantasy novels and the creator of the Grishaverse. With over three million copies sold worldwide, her Grishaverse spans the Shadow and Bone Trilogy, the Six of Crows Duology, The Language of Thorns, and King of Scars—with more to come. Her short stories can be found in multiple anthologies, including The Best of Tor.com and the Best American Science Fiction & Fantasy. Her other works include Wonder Woman: Warbringer and the forthcoming Ninth House. Leigh was born in Jerusalem, grew up in Southern California, and graduated from Yale University. These days she lives and writes in Los Angeles. You can sign up for email updates here.
-
-
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-Contents
-
-Title Page
-
-Copyright Notice
-
-Dedication
-
-Map
-
-Before
-
-Chapter 1
-
-Chapter 2
-
-Chapter 3
-
-Chapter 4
-
-Chapter 5
-
-Chapter 6
-
-Chapter 7
-
-Chapter 8
-
-Chapter 9
-
-Chapter 10
-
-Chapter 11
-
-Chapter 12
-
-Chapter 13
-
-Chapter 14
-
-Chapter 15
-
-Chapter 16
-
-Chapter 17
-
-Chapter 18
-
-Chapter 19
-
-Chapter 20
-
-Chapter 21
-
-Chapter 22
-
-After
-
-Acknowledgments
-
-Siege and Storm Excerpt
-
-Six of Crows Excerpt
-
-About the Author
-
-Copyright
-
-
-
-
-
-Henry Holt® is a registered trademark of Henry Holt and Company, LLC.
-
-
-Copyright © 2012 by Leigh Bardugo
-
-Map © 2012 by Keith Thompson
-
-All rights reserved.
-
-Henry Holt and Company, LLC
-
-Publishers since 1866
-
-175 Fifth Avenue
-
-New York, New York 10010
-
-Our e-books may be purchased in bulk for promotional, educational, or business use. Please contact the Macmillan Corporate and Premium Sales Department at (800) 221-7945, extension 5442, or by e-mail at MacmillanSpecialMarkets@macmillan.com.
-
-eISBN 9780805097108
-
-First eBook edition: May 2017
-
-
-
-
-
+Then his hands closed over her throat.
\ No newline at end of file
diff --git a/grishaverse/data/canon_works/siege_and_storm_sab_2.txt b/grishaverse/data/canon_works/siege_and_storm_sab_2.txt
index 5d34f6d..2b7a122 100644
--- a/grishaverse/data/canon_works/siege_and_storm_sab_2.txt
+++ b/grishaverse/data/canon_works/siege_and_storm_sab_2.txt
@@ -1,89 +1,3 @@
-Begin Reading
-
-Table of Contents
-
-About the Author
-
-Copyright Page
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-The author and publisher have provided this e-book to you for your personal use only. You may not make this e-book publicly available in any way. Copyright infringement is against the law. If you believe the copy of this e-book you are reading infringes on the author’s copyright, please notify the publisher at: us.macmillanusa.com/piracy.
-
-
-
-
-
-For my mother, who believed even when I didn’t.
-
-
-
-
-
-THE GRISHA
-
-SOLDIERS OF THE SECOND ARMY
-
-MASTERS OF THE SMALL SCIENCE
-
-CORPORALKI
-
-(THE ORDER OF THE LIVING AND THE DEAD)
-
-Heartrenders
-
-Healers
-
-ETHEREALKI
-
-(THE ORDER OF SUMMONERS)
-
-Squallers
-
-Inferni
-
-Tidemakers
-
-MATERIALKI
-
-(THE ORDER OF FABRIKATORS)
-
-Durasts
-
-Alkemi
-
-
-
-
-
 BEFORE
 
 
@@ -12460,167 +12374,4 @@ Before she could blink he had hold of her shoulders and had pinned her to the gr
 
 “Nina,” he growled.
 
-Then his hands closed over her throat.
-
-
-
-
-
-ABOUT THE AUTHOR
-
-Leigh Bardugo is a #1 New York Times bestselling author of fantasy novels and the creator of the Grishaverse. With over three million copies sold worldwide, her Grishaverse spans the Shadow and Bone Trilogy, the Six of Crows Duology, The Language of Thorns, and King of Scars—with more to come. Her short stories can be found in multiple anthologies, including The Best of Tor.com and the Best American Science Fiction & Fantasy. Her other works include Wonder Woman: Warbringer and the forthcoming Ninth House. Leigh was born in Jerusalem, grew up in Southern California, and graduated from Yale University. These days she lives and writes in Los Angeles. You can sign up for email updates here.
-
-
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-CONTENTS
-
-Title Page
-
-Copyright Notice
-
-Dedication
-
-Map
-
-The Grisha
-
-Before
-
-Chapter 1
-
-Chapter 2
-
-Chapter 3
-
-Chapter 4
-
-Chapter 5
-
-Chapter 6
-
-Chapter 7
-
-Chapter 8
-
-Chapter 9
-
-Chapter 10
-
-Chapter 11
-
-Chapter 12
-
-Chapter 13
-
-Chapter 14
-
-Chapter 15
-
-Chapter 16
-
-Chapter 17
-
-Chapter 18
-
-Chapter 19
-
-Chapter 20
-
-Chapter 21
-
-Chapter 22
-
-Chapter 23
-
-After
-
-Acknowledgments
-
-Ruin and Rising Excerpt
-
-Six of Crows Excerpt
-
-About the Author
-
-Copyright
-
-
-
-
-
-Henry Holt and Company, LLC
-
-Publishers since 1866
-
-175 Fifth Avenue
-
-New York, New York 10010
-
-macteenbooks.com
-
-Henry Holt® is a registered trademark of Henry Holt and Company, LLC.
-
-Copyright © 2013 by Leigh Bardugo
-
-Map © 2013 by Keith Thompson
-
-All rights reserved.
-
-Library of Congress Cataloging-in-Publication Data
-
-Bardugo, Leigh.
-
-Siege and storm / Leigh Bardugo.—First edition.
-
-pages cm
-
-Sequel to: Shadow and bone.
-
-Summary: Hunted across the True Sea, haunted by the lives she took on the Fold, Alina must try to make a life with Mal in an unfamiliar land, all while keeping her identity as the Sun Summoner a secret.
-
-ISBN 978-0-8050-9460-2 (hardcover)—ISBN 978-0-8050-9711-5 (e-book)
-
-[1. Fantasy. 2. Magic—Fiction. 3. Monsters—Fictioin. 4. Orphans—Fiction.] I. Title.
-
-PZ7.B25024Si 2013 [Fic]—dc23 2012046361
-
-First Edition—2013
-
-eISBN 9780805097115
-
-Please note that some of the links referenced throughout this work are no longer active.
-
-
-
-
-
+Then his hands closed over her throat.
\ No newline at end of file
diff --git a/grishaverse/data/canon_works/six_of_crows_soc_2.txt b/grishaverse/data/canon_works/six_of_crows_soc_2.txt
index a9af6ed..bf7a6b7 100644
--- a/grishaverse/data/canon_works/six_of_crows_soc_2.txt
+++ b/grishaverse/data/canon_works/six_of_crows_soc_2.txt
@@ -1,55 +1,3 @@
-Begin Reading
-
-Table of Contents
-
-About the Author
-
-Copyright Page
-
-
-
-Thank you for buying this
-
-Henry Holt and Company ebook.
-
-
-
-To receive special offers, bonus content,
-
-and info on new releases and other great reads,
-
-sign up for our newsletters.
-
-
-
-
-
-Or visit us online at
-
-us.macmillan.com/newslettersignup
-
-
-
-For email updates on the author, click here.
-
-
-
-
-
-The author and publisher have provided this e-book to you for your personal use only. You may not make this e-book publicly available in any way. Copyright infringement is against the law. If you believe the copy of this e-book you are reading infringes on the author’s copyright, please notify the publisher at: us.macmillanusa.com/piracy.
-
-
-
-
-
-To Kayte—secret weapon, unexpected friend
-
-
-
-
-
-PART ONE
-
 SHADOW BUSINESS
 
 
@@ -11796,215 +11744,4 @@ I blinked.
 
 “As a precaution,” said the woman and left, closing the door gently behind her.
 
-A precaution against what? I wondered. But I was too tired to think about it. I locked the door, peeled off the kefta and my boots, and fell into bed.
-
-
-
-
-
-ABOUT THE AUTHOR
-
-Leigh Bardugo is the author of the New York Times–bestselling series the Grisha Trilogy. She was born in Jerusalem, grew up in Los Angeles, graduated from Yale University, and has worked in advertising, journalism, and, most recently, makeup and special effects. These days, she lives and writes in Hollywood, where she can occasionally be heard singing with her band.
-
-leighbardugo.com
-
-sixofcrows.com. Or sign up for email updates here.
-
-
-
-
-
-Thank you for buying this
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-CONTENTS
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-Title Page
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-Copyright Notice
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-Dedication
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-Maps
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-Part 1: Shadow Business
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-Chapter 1: Joost
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-Chapter 2: Inej
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-Chapter 3: Kaz
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-Chapter 4: Inej
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-Chapter 5: Kaz
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-Chapter 6: Nina
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-Part 2: Servant and Lever
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-Chapter 7: Matthias
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-Chapter 8: Jesper
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-Chapter 9: Kaz
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-Chapter 10: Inej
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-Chapter 11: Jesper
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-Chapter 12: Inej
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-Chapter 13: Kaz
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-Chapter 14: Nina
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-Chapter 15: Matthias
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-Part 3: Heartsick
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-Chapter 16: Inej
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-Chapter 17: Jesper
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-Chapter 18: Kaz
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-Chapter 19: Matthias
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-Chapter 20: Nina
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-Part 4: The Trick to Falling
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-Chapter 21: Inej
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-Chapter 22: Kaz
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-Chapter 23: Jesper
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-Chapter 24: Nina
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-Chapter 25: Inej
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-Chapter 26: Kaz
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-Part 5: The Ice Does Not Forgive
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-Chapter 27: Jesper
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-Chapter 28: Inej
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-Chapter 29: Matthias
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-Chapter 30: Jesper
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-Chapter 31: Nina
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-Chapter 32: Jesper
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-Chapter 33: Inej
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-Chapter 34: Nina
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-Chapter 35: Matthias
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-Chapter 36: Jesper
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-Chapter 37: Nina
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-Chapter 38: Kaz
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-Part 6: Proper Thieves
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-Chapter 39: Inej
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-Chapter 40: Nina
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-Chapter 41: Matthias
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-Chapter 42: Inej
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-Chapter 43: Nina
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-Chapter 44: Jesper
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-Chapter 45: Kaz
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-Chapter 46: Pekka
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-Acknowledgments
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-Shadow and Bone Teaser
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-About the Author
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-Copyright
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-Copyright © 2015 by Leigh Bardugo
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-Henry Holt and Company, LLC
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-Publishers since 1866
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-Henry Holt® is a registered trademark of Henry Holt and Company, LLC.
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-175 Fifth Avenue, New York, New York 10010
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-macteenbooks.com
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-All rights reserved.
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-Our e-books may be purchased in bulk for promotional, educational, or business use. Please contact the Macmillan Corporate and Premium Sales Department at (800) 221-7945, extension 5442, or by e-mail at MacmillanSpecialMarkets@macmillan.com.
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-Library of Congress Cataloging-in-Publication Data
-
-Bardugo, Leigh.
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-Six of crows / Leigh Bardugo.—First edition.
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-pages cm
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-Summary: “Six dangerous outcasts. One impossible heist. Kaz’ crew is the only thing that might stand between the world and destruction—if they don’t kill each other first”—Provided by publisher.
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-ISBN 978-1-62779-212-7 (hardback)—ISBN 978-1-62779-509-8 (international)—ISBN 978-1-250-07696-0 (trade paperback, square fish edition) [1. Fantasy.] I. Title.
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-PZ7.B25024Sk 2015 [Fic]—dc23 2015005469
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-First hardcover edition 2015
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-eBook edition September 2015
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-eISBN 9781627795227
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+A precaution against what? I wondered. But I was too tired to think about it. I locked the door, peeled off the kefta and my boots, and fell into bed.
\ No newline at end of file
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diff --git a/stylometry_code.py b/stylometry_code.py
index 30c2ec1..e8ab87e 100644
--- a/stylometry_code.py
+++ b/stylometry_code.py
@@ -93,10 +93,14 @@ def mendenhall_curve(corpus, curve_title, plot_destination):
     for token in cleaned_tokens:
         dehyphenated_token = []
         letter_present = 0
+        dehyphenated = 0
+        second_word_in_compound = 0
         for c in token:
             if c.isalpha() == True:
                 dehyphenated_token.append(c)
                 letter_present = 1
+                if dehyphenated == 1:
+                    second_word_in_compound = 1
             elif c.isalpha() == False and letter_present == 1: #here I am eliminating both dashes and hyphens, 
                 #bc it skews the word metric if red-blue is counted as a 9 character token, boosting the count of 
                 # high-character tokens significantly. all texts will be preprocessed the same way, so it shouldn't make a difference,
@@ -106,11 +110,18 @@ def mendenhall_curve(corpus, curve_title, plot_destination):
                 short_clean_tokens.append(dehyphenated_token_joined)
                 dehyphenated_token = []
                 letter_present = 0
+                dehyphenated = 1
+                second_word_in_compound = 0
+        if letter_present == 1 and dehyphenated == 0:
+            short_clean_tokens.append(token) #catching the tokens that didn't have any special characters; but not the dehyphenated ones twice
+        elif letter_present == 1 and dehyphenated == 1 and second_word_in_compound == 1:
+            short_clean_tokens.append(''.join(map(str, dehyphenated_token)))
+    
 
     # create the distribution of token lengths / Mendenhall curve
 
     token_lengths = [len(token) for token in short_clean_tokens]
-    token_length_distribution = FreqDist(token_lengths)
+    token_length_distribution = FreqDist(token_lengths).most_common(15)
 
     # convert to FreqDist object to a pandas series for easier processing
     token_len_dist_panda = pd.Series(dict(token_length_distribution))
@@ -121,7 +132,7 @@ def mendenhall_curve(corpus, curve_title, plot_destination):
     
     for i in range(0, len(new_token_len_dist.index)):
     #for index in new_token_len_dist.index:
-        new_token_len_dist.iat[i] = round(new_token_len_dist.iat[i]/len(short_clean_tokens), 2) #index-1 bc the index starts counting from zero, the word lengths not
+        new_token_len_dist.iat[i] = round(new_token_len_dist.iat[i]/len(short_clean_tokens), 3) #index-1 bc the index starts counting from zero, the word lengths not
         #if float(new_token_len_dist.iat[i]) == 0.00:
          #   new_token_len_dist.drop(index=i) # here it is used as the label, so we want the index, not index -1; bad work-around, I'm sorry
 
@@ -157,25 +168,30 @@ def mendenhall_curve(corpus, curve_title, plot_destination):
     return standard_deviation, mean, type_token_ratio
 
 
-def sentence_metrics(corpus, curve_title, plot_destination): 
+def sentence_metrics(corpus, curve_title, series, canon_or_fanfic): 
     sents = sent_tokenize(corpus)
     
     sent_lens = []
     for sent in sents:
+        #print(sent)
         tokens = word_tokenize(sent)
-        
-        #cleaned_tokens = ([token for token in tokens if any(c.isalpha() for c in token)])
-        """
+        #print(tokens)
+        cleaned_tokens = ([token for token in tokens if any(c.isalpha() for c in token)])
+        #print(cleaned_tokens)
         short_clean_tokens = [] # when looking at the results, there were some strange token lengths, because somewhere in the data conversion hyphens
         # had been added in the wrong places. I had the tokens with very large lengths printed and they had this format, e.g. "everywhere—assassin"
         # and where counted, in this instance as 19 characters long but up to 45 characters long: "walking-as-fast-as-they-could-without-running"
         for token in cleaned_tokens:
             dehyphenated_token = []
             letter_present = 0
+            dehyphenated = 0
+            second_word_in_compound = 0
             for c in token:
                 if c.isalpha() == True:
                     dehyphenated_token.append(c)
                     letter_present = 1
+                    if dehyphenated == 1:
+                        second_word_in_compound = 1
                 elif c.isalpha() == False and letter_present == 1: #here I am eliminating both dashes and hyphens, 
                     #bc it skews the word metric if red-blue is counted as a 9 character token, boosting the count of 
                     # high-character tokens significantly. all texts will be preprocessed the same way, so it shouldn't make a difference,
@@ -185,11 +201,21 @@ def sentence_metrics(corpus, curve_title, plot_destination):
                     short_clean_tokens.append(dehyphenated_token_joined)
                     dehyphenated_token = []
                     letter_present = 0
-        """
-        sent_lens.append(len(tokens))
-
+                    dehyphenated = 1
+                    second_word_in_compound = 0
+            if letter_present == 1 and dehyphenated == 0:
+                short_clean_tokens.append(token) #catching the tokens that didn't have any special characters; but not the dehyphenated ones twice
+            elif letter_present == 1 and dehyphenated == 1 and second_word_in_compound == 1:
+                short_clean_tokens.append(''.join(map(str, dehyphenated_token)))
+        #print(short_clean_tokens)
+        #print(len(short_clean_tokens))
+        sent_lens.append(len(short_clean_tokens))
+        #if len(short_clean_tokens)>= 90:
+            #print(f"This sentence: \n {sent} \n is this long: {len(short_clean_tokens)}")
+    
 
-    sent_len_dist = FreqDist(sent_lens).most_common(50)
+    sent_len_dist = FreqDist(sent_lens)
+    #print(sent_len_dist)
     
     # convert to FreqDist object to a pandas series for easier processing
     sent_len_dist_panda = pd.Series(dict(sent_len_dist))
@@ -197,12 +223,13 @@ def sentence_metrics(corpus, curve_title, plot_destination):
     # sort, normalise and round the panda series
 
     new_sent_len_dist = sent_len_dist_panda.sort_index()
-    print(new_sent_len_dist)
+    #print(new_sent_len_dist)
     
     for i in range(0, len(new_sent_len_dist.index)):
     #for index in new_token_len_dist.index:
         new_sent_len_dist.iat[i] = round(new_sent_len_dist.iat[i]/len(sent_lens), 2) #index-1 bc the index starts counting from zero, the word lengths not
     
+    #print(new_sent_len_dist)
     # plot using matplotlib and seaborn 
 
     # set figure, ax into variables
@@ -218,7 +245,37 @@ def sentence_metrics(corpus, curve_title, plot_destination):
     
     sns.lineplot(x=new_sent_len_dist.index, y=new_sent_len_dist.values, ax=ax, palette="flare")
     #plt.xticks(rotation=30) !!! very useful for words
-    plt.savefig(plot_destination)
+    plt.savefig(f"{series}/freq_distribution/{canon_or_fanfic}_sent_len_long.png") # "throne_of_glass/freq_distribution/all_canon_sent_len.png"
+
+    # plot the 40 most frequent sentence lenghts as a barplot for a more detailed insight
+    sent_len_dist_short = FreqDist(sent_lens).most_common(25)
+
+    # convert to FreqDist object to a pandas series for easier processing
+    sent_len_dist_short_panda = pd.Series(dict(sent_len_dist_short))
+    
+    # sort, normalise and round the panda series
+
+    new_sent_len_dist_short = sent_len_dist_short_panda.sort_index()
+    #print(new_sent_len_dist)
+    
+    for i in range(0, len(new_sent_len_dist_short.index)):
+    #for index in new_token_len_dist.index:
+        new_sent_len_dist_short.iat[i] = round(new_sent_len_dist_short.iat[i]/len(sent_lens), 2) #index-1 bc the index starts counting from zero, the word lengths not
+    
+
+    # set figure, ax into variables
+    fig, ax = plt.subplots(figsize=(10,10))
+
+    # call function for bar (value) labels 
+    addlabels(x=new_sent_len_dist_short.index, y=new_sent_len_dist_short.values)
+
+    plt.title(curve_title)
+    ax.set_xlabel("Sentence Length")
+    ax.set_ylabel("Percentage of Occurence")
+    
+    sns.barplot(x=new_sent_len_dist_short.index, y=new_sent_len_dist_short.values, ax=ax, palette="flare")
+    #plt.xticks(rotation=30) !!! very useful for words
+    plt.savefig(f"{series}/freq_distribution/{canon_or_fanfic}_sent_len_short.png") # "throne_of_glass/freq_distribution/all_canon_sent_len.png"
     
     # calculate the standard deviation, mean, token/type ratio
     standard_deviation_sent = statistics.stdev(sent_lens)
@@ -227,17 +284,20 @@ def sentence_metrics(corpus, curve_title, plot_destination):
     return standard_deviation_sent, mean_sent
 
 
+def most_frequent_words(corpus, curve_title, series, canon_or_fanfic): 
+    #hall
+
 #create the Mendenhall Curve for the Throne of Glass Series
-#std_dev_tokens_tog_canon, mean_tokens_tog_canon, type_token_ratio_tog_canon = mendenhall_curve(read_works_into_string(f"throne_of_glass/data/canon_works"), "Mendenhall Curve for the Throne of Glass Series", f"throne_of_glass/freq_distribution/all_canon_token_len.png")
+std_dev_tokens_tog_canon, mean_tokens_tog_canon, type_token_ratio_tog_canon = mendenhall_curve(read_works_into_string(f"throne_of_glass/data/canon_works"), "Mendenhall Curve for the Throne of Glass Series", f"throne_of_glass/freq_distribution/all_canon_token_len.png")
 
 #create the Mendenhall Curve for the Grishaverse Books
-#std_dev_tokens_grishaverse_canon, mean_tokens_grishaverse_canon, type_token_ratio_grishaverse_canon = mendenhall_curve(read_works_into_string(f"grishaverse/data/canon_works"), "Mendenhall Curve for the Grishaverse Books", f"grishaverse/freq_distribution/all_canon_token_len.png")
+std_dev_tokens_grishaverse_canon, mean_tokens_grishaverse_canon, type_token_ratio_grishaverse_canon = mendenhall_curve(read_works_into_string(f"grishaverse/data/canon_works"), "Mendenhall Curve for the Grishaverse Books", f"grishaverse/freq_distribution/all_canon_token_len.png")
 
 # Mendenhall Curve Sentence Lengths for Throne of Glass Canon
-std_dev_sent_tog_canon, mean_sent_tog_canon = sentence_metrics(read_works_into_string(f"throne_of_glass/data/canon_works"), "Mendenhall Curve for Sentence Lenghts for the Throne of Glass Series", f"throne_of_glass/freq_distribution/all_canon_sent_len.png")
+std_dev_sent_tog_canon, mean_sent_tog_canon = sentence_metrics(read_works_into_string(f"throne_of_glass/data/canon_works"), "Mendenhall Curve for Sentence Lenghts for the Throne of Glass Series", "throne_of_glass", "canon")
 
 # Mendenhall Curve Sentence Lenghts for Grishavers Canon
-std_dev_sent_grishaverse_canon, mean_sent_grishaverse_canon = sentence_metrics(read_works_into_string(f"grishaverse/data/canon_works"), "Mendenhall Curve for Sentence Lenghts for the Grishaverse Books", f"grishaverse/freq_distribution/all_canon_sent_len.png")
+std_dev_sent_grishaverse_canon, mean_sent_grishaverse_canon = sentence_metrics(read_works_into_string(f"grishaverse/data/canon_works"), "Mendenhall Curve for Sentence Lenghts for the Grishaverse Books", "grishaverse", "canon")
 
 
 # create a dataframe to store all the overview statistics in
@@ -247,7 +307,7 @@ std_dev_sent_grishaverse_canon, mean_sent_grishaverse_canon = sentence_metrics(r
 # tag_ngram_frequencies
 # punctuation frequencies
 # token/type ratio
-"""
+
 data_overview = pd.DataFrame(
     {"mean_tokens":[mean_tokens_tog_canon, mean_tokens_grishaverse_canon], 
      "std_dev":[std_dev_tokens_tog_canon, std_dev_tokens_grishaverse_canon], 
@@ -256,5 +316,5 @@ data_overview = pd.DataFrame(
      "std_dev":[std_dev_sent_tog_canon, std_dev_sent_grishaverse_canon]}, 
      index= ["throne_of_glass_canon", "grishaverse_canon"]
     )
-    """
-#data_overview.to_csv(f"data_overview/data_overview.csv")
\ No newline at end of file
+    
+data_overview.to_csv(f"data_overview/data_overview.csv")
\ No newline at end of file
diff --git a/throne_of_glass/freq_distribution/all_canon_sent_len.png b/throne_of_glass/freq_distribution/all_canon_sent_len.png
index 13c68cc270455f7f12eba53092f86b88804cf899..528934d58367b68d6571798ab41059aeb268806a 100644
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literal 0
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-- 
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